[User] What observed item timings should I consider for Snapfire?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Snapfire", "hero_id": 128, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 7227, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 5436, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.6 min", "purchases": 4447, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 3944, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 3694, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 3628, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 3017, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "5.8 min", "purchases": 2866, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Disruptor?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Disruptor", "hero_id": 87, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 9342, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 8304, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 6849, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 6168, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 5119, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 4693, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 4476, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 4079, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Tusk?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Tusk", "hero_id": 100, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.6 min", "purchases": 5628, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 5037, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.4 min", "purchases": 4391, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 3404, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 3291, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 2976, "time_bucket": "20-30m"}, {"item_key": "blood_grenade", "median_time": "1.6 min", "purchases": 2849, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "5.8 min", "purchases": 2691, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Ogre Magi?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Ogre Magi", "hero_id": 84, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 7044, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 6326, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.1 min", "purchases": 4746, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.1 min", "purchases": 4282, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "15.0 min", "purchases": 3811, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.2 min", "purchases": 3751, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.0 min", "purchases": 3443, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.2 min", "purchases": 3289, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Lion?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Lion", "hero_id": 26, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.6 min", "purchases": 6231, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 4869, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 4507, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.3 min", "purchases": 3646, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.7 min", "purchases": 3462, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "5.9 min", "purchases": 3059, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.3 min", "purchases": 2764, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.1 min", "purchases": 2732, "time_bucket": "20-30m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Warlock?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Warlock", "hero_id": 37, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 6655, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 6211, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 4826, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 4463, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.4 min", "purchases": 3708, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 3482, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 3389, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 3244, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Queen of Pain?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Queen of Pain", "hero_id": 39, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 4087, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 3438, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "3.2 min", "purchases": 2137, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1967, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 1930, "time_bucket": "10-20m"}, {"item_key": "robe", "median_time": "7.3 min", "purchases": 1590, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.3 min", "purchases": 1569, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1470, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Hoodwink?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Hoodwink", "hero_id": 123, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 3793, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.6 min", "purchases": 3121, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 3049, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.2 min", "purchases": 2943, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 2500, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.0 min", "purchases": 2443, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2122, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 2076, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Shadow Demon?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Shadow Demon", "hero_id": 79, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 4873, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 3773, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.7 min", "purchases": 3192, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 2979, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 2619, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 2271, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.3 min", "purchases": 2141, "time_bucket": "0-10m"}, {"item_key": "blood_grenade", "median_time": "0.0 min", "purchases": 1988, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Windranger?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Windranger", "hero_id": 21, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2938, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 2203, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1848, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 1671, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 1592, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.5 min", "purchases": 1565, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 1339, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.8 min", "purchases": 1305, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Skywrath Mage?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Skywrath Mage", "hero_id": 101, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 3601, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 3054, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.9 min", "purchases": 2712, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 2546, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.9 min", "purchases": 2303, "time_bucket": "0-10m"}, {"item_key": "null_talisman", "median_time": "4.1 min", "purchases": 2160, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 2153, "time_bucket": "20-30m"}, {"item_key": "circlet", "median_time": "0.4 min", "purchases": 2102, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Tiny?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Tiny", "hero_id": 19, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2795, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1635, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1468, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "4.4 min", "purchases": 1408, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.7 min", "purchases": 1399, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.1 min", "purchases": 1334, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.4 min", "purchases": 1188, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "3.4 min", "purchases": 1178, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Pudge?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Pudge", "hero_id": 14, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.7 min", "purchases": 2177, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2039, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "5.2 min", "purchases": 1699, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.6 min", "purchases": 1651, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 1520, "time_bucket": "20-30m"}, {"item_key": "boots", "median_time": "3.4 min", "purchases": 1443, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1441, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.3 min", "purchases": 1373, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Mars?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Mars", "hero_id": 129, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 4577, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 4292, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2786, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2499, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "1.5 min", "purchases": 2090, "time_bucket": "0-10m"}, {"item_key": "bracer", "median_time": "2.8 min", "purchases": 2055, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "1.5 min", "purchases": 1979, "time_bucket": "0-10m"}, {"item_key": "bracer", "median_time": "2.8 min", "purchases": 1949, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Lich?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Lich", "hero_id": 31, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 5888, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 5477, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 4282, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 4007, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "15.2 min", "purchases": 3256, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.9 min", "purchases": 3178, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.2 min", "purchases": 3020, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "6.0 min", "purchases": 2891, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Spirit Breaker?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Spirit Breaker", "hero_id": 71, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 2509, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.2 min", "purchases": 2071, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 1837, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 1745, "time_bucket": "10-20m"}, {"item_key": "blood_grenade", "median_time": "2.0 min", "purchases": 1678, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1537, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1532, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "5.5 min", "purchases": 1500, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Storm Spirit?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Storm Spirit", "hero_id": 17, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 3066, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2984, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1677, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1671, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 1542, "time_bucket": "10-20m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 1498, "time_bucket": "10-20m"}, {"item_key": "clarity", "median_time": "7.0 min", "purchases": 1396, "time_bucket": "0-10m"}, {"item_key": "clarity", "median_time": "7.0 min", "purchases": 1366, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Ember Spirit?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Ember Spirit", "hero_id": 106, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 3567, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 3406, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1689, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.2 min", "purchases": 1682, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1659, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.2 min", "purchases": 1583, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1214, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.3 min", "purchases": 1149, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Phoenix?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Phoenix", "hero_id": 110, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 2824, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.6 min", "purchases": 2213, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 2153, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.0 min", "purchases": 2027, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1775, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.6 min", "purchases": 1744, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 1563, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.1 min", "purchases": 1446, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Tidehunter?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Tidehunter", "hero_id": 29, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 2627, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 2504, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2247, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2114, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1541, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1435, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "6.6 min", "purchases": 1367, "time_bucket": "0-10m"}, {"item_key": "ring_of_protection", "median_time": "6.1 min", "purchases": 1314, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Invoker?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Invoker", "hero_id": 74, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2529, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2346, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "1.7 min", "purchases": 2195, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 2036, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 1949, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 1830, "time_bucket": "0-10m"}, {"item_key": "null_talisman", "median_time": "2.3 min", "purchases": 1420, "time_bucket": "0-10m"}, {"item_key": "mantle", "median_time": "0.0 min", "purchases": 1403, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Ring Master?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Ring Master", "hero_id": 131, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 3854, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 3058, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.6 min", "purchases": 2294, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 2100, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "15.0 min", "purchases": 2014, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.6 min", "purchases": 1672, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 1615, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "24.4 min", "purchases": 1446, "time_bucket": "20-30m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Luna?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Luna", "hero_id": 48, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2544, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2542, "time_bucket": "0-10m"}, {"item_key": "blade_of_alacrity", "median_time": "13.2 min", "purchases": 1619, "time_bucket": "10-20m"}, {"item_key": "blade_of_alacrity", "median_time": "13.2 min", "purchases": 1617, "time_bucket": "10-20m"}, {"item_key": "boots_of_elves", "median_time": "3.8 min", "purchases": 1445, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "3.8 min", "purchases": 1443, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1423, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1421, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Shadow Shaman?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Shadow Shaman", "hero_id": 27, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.0 min", "purchases": 4379, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "23.9 min", "purchases": 3256, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "14.9 min", "purchases": 2817, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.8 min", "purchases": 2685, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 2438, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "23.8 min", "purchases": 1992, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "5.5 min", "purchases": 1633, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "23.9 min", "purchases": 1614, "time_bucket": "20-30m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Dragon Knight?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Dragon Knight", "hero_id": 49, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2427, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.1 min", "purchases": 1743, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1310, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.6 min", "purchases": 1238, "time_bucket": "0-10m"}, {"item_key": "belt_of_strength", "median_time": "4.9 min", "purchases": 1226, "time_bucket": "0-10m"}, {"item_key": "power_treads", "median_time": "5.9 min", "purchases": 1212, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1207, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1072, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Crystal Maiden?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Crystal Maiden", "hero_id": 5, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 4738, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 4554, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "23.9 min", "purchases": 3275, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "23.9 min", "purchases": 3148, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 2697, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 2600, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "6.0 min", "purchases": 2399, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "6.0 min", "purchases": 2294, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Pangolier?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Pangolier", "hero_id": 120, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 3059, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1979, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.8 min", "purchases": 1267, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1099, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1048, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "24.4 min", "purchases": 941, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 869, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 855, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Axe?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Axe", "hero_id": 2, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1942, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1759, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1312, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.5 min", "purchases": 1155, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1134, "time_bucket": "0-10m"}, {"item_key": "chainmail", "median_time": "5.9 min", "purchases": 1132, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1105, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1062, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Razor?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Razor", "hero_id": 15, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2217, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1137, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.6 min", "purchases": 961, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 891, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 826, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 816, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.7 min", "purchases": 789, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.2 min", "purchases": 780, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Void Spirit?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Void Spirit", "hero_id": 126, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2874, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2633, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1167, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1078, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.6 min", "purchases": 1068, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 962, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.7 min", "purchases": 917, "time_bucket": "10-20m"}, {"item_key": "circlet", "median_time": "3.2 min", "purchases": 852, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Templar Assassin?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Templar Assassin", "hero_id": 46, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2244, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1753, "time_bucket": "0-10m"}, {"item_key": "mithril_hammer", "median_time": "13.4 min", "purchases": 1744, "time_bucket": "10-20m"}, {"item_key": "mithril_hammer", "median_time": "13.5 min", "purchases": 1483, "time_bucket": "10-20m"}, {"item_key": "boots", "median_time": "3.3 min", "purchases": 1067, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.6 min", "purchases": 1065, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "4.7 min", "purchases": 1036, "time_bucket": "0-10m"}, {"item_key": "power_treads", "median_time": "5.9 min", "purchases": 1032, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Silencer?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Silencer", "hero_id": 75, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 3156, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 2287, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 2254, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 1947, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 1719, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1709, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.6 min", "purchases": 1373, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "5.8 min", "purchases": 1270, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Sniper?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Sniper", "hero_id": 35, "observed_items": [{"item_key": "gloves", "median_time": "4.8 min", "purchases": 1419, "time_bucket": "0-10m"}, {"item_key": "wraith_band", "median_time": "2.2 min", "purchases": 1359, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1291, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "1.9 min", "purchases": 1245, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 1240, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1196, "time_bucket": "0-10m"}, {"item_key": "slippers", "median_time": "0.0 min", "purchases": 1196, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.6 min", "purchases": 1072, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Puck?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Puck", "hero_id": 13, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2616, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2595, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1288, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1285, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 1016, "time_bucket": "10-20m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 1006, "time_bucket": "10-20m"}, {"item_key": "robe", "median_time": "7.7 min", "purchases": 967, "time_bucket": "0-10m"}, {"item_key": "robe", "median_time": "7.7 min", "purchases": 958, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Dark Willow?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Dark Willow", "hero_id": 119, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 2363, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 1847, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.5 min", "purchases": 1820, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.6 min", "purchases": 1653, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.7 min", "purchases": 1335, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.2 min", "purchases": 1289, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1264, "time_bucket": "20-30m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1230, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Clockwerk?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Clockwerk", "hero_id": 51, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.6 min", "purchases": 2445, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 2036, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.6 min", "purchases": 1739, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.0 min", "purchases": 1654, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1474, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "15.2 min", "purchases": 1384, "time_bucket": "10-20m"}, {"item_key": "blood_grenade", "median_time": "0.6 min", "purchases": 1088, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.1 min", "purchases": 1073, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Lina?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Lina", "hero_id": 25, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1843, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1618, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1415, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 1306, "time_bucket": "0-10m"}, {"item_key": "null_talisman", "median_time": "2.4 min", "purchases": 1038, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 984, "time_bucket": "0-10m"}, {"item_key": "null_talisman", "median_time": "2.2 min", "purchases": 975, "time_bucket": "0-10m"}, {"item_key": "mantle", "median_time": "0.0 min", "purchases": 963, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Beastmaster?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Beastmaster", "hero_id": 38, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2560, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1215, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1034, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 959, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.7 min", "purchases": 854, "time_bucket": "0-10m"}, {"item_key": "ultimate_scepter", "median_time": "14.4 min", "purchases": 731, "time_bucket": "10-20m"}, {"item_key": "blade_of_alacrity", "median_time": "13.3 min", "purchases": 673, "time_bucket": "10-20m"}, {"item_key": "clarity", "median_time": "7.0 min", "purchases": 672, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Ursa?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Ursa", "hero_id": 70, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2178, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 2140, "time_bucket": "0-10m"}, {"item_key": "broadsword", "median_time": "12.0 min", "purchases": 1349, "time_bucket": "10-20m"}, {"item_key": "broadsword", "median_time": "12.0 min", "purchases": 1330, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1235, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 1212, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.2 min", "purchases": 1024, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.2 min", "purchases": 1006, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Timbersaw?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Timbersaw", "hero_id": 98, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1899, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1805, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1519, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1282, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 954, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.0 min", "purchases": 902, "time_bucket": "10-20m"}, {"item_key": "boots", "median_time": "4.3 min", "purchases": 770, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 752, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Bristleback?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Bristleback", "hero_id": 99, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1597, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.7 min", "purchases": 1444, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1353, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.4 min", "purchases": 1301, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 966, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 965, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 841, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 821, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Batrider?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Batrider", "hero_id": 65, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1601, "time_bucket": "0-10m"}, {"item_key": "wind_lace", "median_time": "5.6 min", "purchases": 971, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 811, "time_bucket": "0-10m"}, {"item_key": "tranquil_boots", "median_time": "5.7 min", "purchases": 751, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 732, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "16.3 min", "purchases": 691, "time_bucket": "10-20m"}, {"item_key": "boots", "median_time": "3.7 min", "purchases": 686, "time_bucket": "0-10m"}, {"item_key": "ring_of_regen", "median_time": "5.2 min", "purchases": 629, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Zeus?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Zeus", "hero_id": 22, "observed_items": [{"item_key": "ward_observer", "median_time": "4.4 min", "purchases": 1295, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 993, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 946, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 838, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 820, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "5.1 min", "purchases": 806, "time_bucket": "0-10m"}, {"item_key": "sobi_mask", "median_time": "5.2 min", "purchases": 755, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 732, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Venomancer?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Venomancer", "hero_id": 40, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 1915, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.7 min", "purchases": 1684, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 1420, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.8 min", "purchases": 1250, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.5 min", "purchases": 1147, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 1081, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 982, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "24.3 min", "purchases": 806, "time_bucket": "20-30m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Ancient Apparition?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Ancient Apparition", "hero_id": 68, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 2800, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 2606, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.6 min", "purchases": 2284, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.5 min", "purchases": 2106, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.8 min", "purchases": 1625, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "4.9 min", "purchases": 1477, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 1455, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 1346, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Slardar?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Slardar", "hero_id": 28, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 2015, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1470, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1385, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1300, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 1260, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 1020, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.0 min", "purchases": 908, "time_bucket": "10-20m"}, {"item_key": "boots", "median_time": "3.8 min", "purchases": 907, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Dawnbreaker?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Dawnbreaker", "hero_id": 135, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 2082, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 2006, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1477, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1388, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 989, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 932, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 790, "time_bucket": "10-20m"}, {"item_key": "boots", "median_time": "4.4 min", "purchases": 777, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Techies?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Techies", "hero_id": 105, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 1626, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.0 min", "purchases": 1441, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1199, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 1027, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 948, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.8 min", "purchases": 946, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "5.5 min", "purchases": 934, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 899, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Treant Protector?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Treant Protector", "hero_id": 83, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.0 min", "purchases": 2733, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 2503, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.8 min", "purchases": 2144, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.7 min", "purchases": 1966, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.0 min", "purchases": 1784, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.0 min", "purchases": 1639, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 1301, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 1199, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Underlord?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Underlord", "hero_id": 108, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1618, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1543, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1425, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1269, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 949, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 861, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.0 min", "purchases": 749, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.0 min", "purchases": 683, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Centaur Warrunner?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Centaur Warrunner", "hero_id": 96, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1583, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1554, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1467, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1450, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "1.1 min", "purchases": 1111, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 1084, "time_bucket": "0-10m"}, {"item_key": "bracer", "median_time": "2.8 min", "purchases": 1029, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "1.0 min", "purchases": 1027, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Marci?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Marci", "hero_id": 136, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 1479, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1222, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "4.5 min", "purchases": 1201, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.6 min", "purchases": 1171, "time_bucket": "20-30m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 918, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 867, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 819, "time_bucket": "10-20m"}, {"item_key": "blood_grenade", "median_time": "1.5 min", "purchases": 758, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Viper?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Viper", "hero_id": 47, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1890, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1085, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 954, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 868, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.8 min", "purchases": 734, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "2.4 min", "purchases": 661, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 626, "time_bucket": "0-10m"}, {"item_key": "blade_of_alacrity", "median_time": "15.0 min", "purchases": 609, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Weaver?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Weaver", "hero_id": 63, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1269, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 972, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 874, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 633, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "3.9 min", "purchases": 628, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.2 min", "purchases": 622, "time_bucket": "0-10m"}, {"item_key": "sobi_mask", "median_time": "3.4 min", "purchases": 589, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.1 min", "purchases": 587, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Doom?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Doom", "hero_id": 69, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1443, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1232, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1003, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 911, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 848, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.4 min", "purchases": 753, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.6 min", "purchases": 726, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 703, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Muerta?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Muerta", "hero_id": 138, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1107, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "6.3 min", "purchases": 804, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 774, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 699, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "6.5 min", "purchases": 687, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.6 min", "purchases": 620, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 539, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "24.2 min", "purchases": 513, "time_bucket": "20-30m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Lifestealer?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Lifestealer", "hero_id": 54, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1047, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 1044, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1024, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1012, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "4.4 min", "purchases": 861, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "4.4 min", "purchases": 854, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 784, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 776, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Undying?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Undying", "hero_id": 85, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 1534, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 1384, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 1243, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 1124, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 868, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 839, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 818, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 783, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Gyrocopter?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Gyrocopter", "hero_id": 72, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1366, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1256, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 857, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "4.8 min", "purchases": 771, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "4.8 min", "purchases": 767, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 761, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.7 min", "purchases": 641, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "5.8 min", "purchases": 597, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Nyx Assassin?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Nyx Assassin", "hero_id": 88, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.8 min", "purchases": 1487, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.9 min", "purchases": 1226, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.1 min", "purchases": 1174, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 1141, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "3.9 min", "purchases": 933, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 927, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "15.2 min", "purchases": 847, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "5.3 min", "purchases": 833, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Monkey King?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Monkey King", "hero_id": 114, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1303, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 738, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 714, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.8 min", "purchases": 653, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.5 min", "purchases": 638, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "5.1 min", "purchases": 607, "time_bucket": "0-10m"}, {"item_key": "power_treads", "median_time": "6.0 min", "purchases": 557, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.4 min", "purchases": 497, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Nature's Prophet?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Nature's Prophet", "hero_id": 53, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1233, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "4.8 min", "purchases": 603, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 535, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 520, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.2 min", "purchases": 511, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 501, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 498, "time_bucket": "10-20m"}, {"item_key": "tpscroll", "median_time": "6.2 min", "purchases": 465, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Juggernaut?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Juggernaut", "hero_id": 8, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1525, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1520, "time_bucket": "0-10m"}, {"item_key": "broadsword", "median_time": "11.8 min", "purchases": 816, "time_bucket": "10-20m"}, {"item_key": "broadsword", "median_time": "11.8 min", "purchases": 816, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 785, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 782, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.5 min", "purchases": 692, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.5 min", "purchases": 690, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Kez?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Kez", "hero_id": 145, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1199, "time_bucket": "0-10m"}, {"item_key": "mithril_hammer", "median_time": "14.8 min", "purchases": 928, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 796, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 660, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "5.1 min", "purchases": 595, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.8 min", "purchases": 552, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "4.3 min", "purchases": 531, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 503, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Vengeful Spirit?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Vengeful Spirit", "hero_id": 20, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.7 min", "purchases": 1622, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 1161, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.8 min", "purchases": 1070, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.3 min", "purchases": 1049, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.3 min", "purchases": 948, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 757, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "5.3 min", "purchases": 753, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 724, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Largo?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Largo", "hero_id": 155, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1197, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 833, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 736, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 684, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 634, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.7 min", "purchases": 582, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 567, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 541, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Morphling?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Morphling", "hero_id": 10, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1541, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1301, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.5 min", "purchases": 620, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.5 min", "purchases": 609, "time_bucket": "0-10m"}, {"item_key": "power_treads", "median_time": "5.8 min", "purchases": 587, "time_bucket": "0-10m"}, {"item_key": "blade_of_alacrity", "median_time": "13.1 min", "purchases": 578, "time_bucket": "10-20m"}, {"item_key": "boots_of_elves", "median_time": "2.5 min", "purchases": 574, "time_bucket": "0-10m"}, {"item_key": "magic_wand", "median_time": "0.0 min", "purchases": 573, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Grimstroke?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Grimstroke", "hero_id": 121, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 1923, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 1358, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.2 min", "purchases": 1201, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.9 min", "purchases": 1036, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 1016, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "6.0 min", "purchases": 775, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 768, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 756, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Abaddon?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Abaddon", "hero_id": 102, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1253, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 760, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 667, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "16.3 min", "purchases": 548, "time_bucket": "10-20m"}, {"item_key": "boots", "median_time": "3.5 min", "purchases": 545, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "24.0 min", "purchases": 516, "time_bucket": "20-30m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 458, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 448, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Enchantress?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Enchantress", "hero_id": 58, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 1744, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 1555, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1502, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1339, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "4.9 min", "purchases": 1138, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.1 min", "purchases": 990, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 916, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 816, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Kunkka?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Kunkka", "hero_id": 23, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1063, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.7 min", "purchases": 963, "time_bucket": "0-10m"}, {"item_key": "bracer", "median_time": "2.4 min", "purchases": 932, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 931, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "15.3 min", "purchases": 763, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 652, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "5.5 min", "purchases": 621, "time_bucket": "0-10m"}, {"item_key": "chainmail", "median_time": "5.9 min", "purchases": 615, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Terrorblade?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Terrorblade", "hero_id": 109, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1263, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1226, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "4.7 min", "purchases": 816, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "4.7 min", "purchases": 802, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 674, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 660, "time_bucket": "0-10m"}, {"item_key": "blade_of_alacrity", "median_time": "13.2 min", "purchases": 656, "time_bucket": "10-20m"}, {"item_key": "blade_of_alacrity", "median_time": "13.2 min", "purchases": 646, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Witch Doctor?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Witch Doctor", "hero_id": 30, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 2313, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 2097, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.3 min", "purchases": 1710, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.4 min", "purchases": 1590, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "14.7 min", "purchases": 1371, "time_bucket": "10-20m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 1253, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.6 min", "purchases": 1102, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.6 min", "purchases": 971, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Clinkz?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Clinkz", "hero_id": 56, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1277, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1101, "time_bucket": "0-10m"}, {"item_key": "mithril_hammer", "median_time": "12.8 min", "purchases": 895, "time_bucket": "10-20m"}, {"item_key": "mithril_hammer", "median_time": "12.7 min", "purchases": 793, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 597, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.2 min", "purchases": 565, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.0 min", "purchases": 549, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "5.4 min", "purchases": 534, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Slark?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Slark", "hero_id": 93, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 986, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 851, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 797, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 697, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 677, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.5 min", "purchases": 635, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.5 min", "purchases": 579, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.7 min", "purchases": 545, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Pugna?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Pugna", "hero_id": 45, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 1645, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 1204, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.3 min", "purchases": 976, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "4.7 min", "purchases": 969, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "15.1 min", "purchases": 898, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 803, "time_bucket": "20-30m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 729, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.4 min", "purchases": 619, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Alchemist?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Alchemist", "hero_id": 73, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 806, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 601, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 562, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 522, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.5 min", "purchases": 466, "time_bucket": "0-10m"}, {"item_key": "ogre_axe", "median_time": "16.3 min", "purchases": 439, "time_bucket": "10-20m"}, {"item_key": "tpscroll", "median_time": "24.4 min", "purchases": 420, "time_bucket": "20-30m"}, {"item_key": "ring_of_protection", "median_time": "3.5 min", "purchases": 412, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Faceless Void?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Faceless Void", "hero_id": 41, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1008, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 891, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 782, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 672, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.8 min", "purchases": 602, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.7 min", "purchases": 568, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "4.0 min", "purchases": 519, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "3.4 min", "purchases": 471, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Primal Beast?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Primal Beast", "hero_id": 137, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1474, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 871, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.5 min", "purchases": 688, "time_bucket": "10-20m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 655, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 601, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 600, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 574, "time_bucket": "0-10m"}, {"item_key": "chainmail", "median_time": "5.8 min", "purchases": 548, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Winter Wyvern?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Winter Wyvern", "hero_id": 112, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.2 min", "purchases": 1657, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 1376, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 1335, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.1 min", "purchases": 1092, "time_bucket": "20-30m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 952, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.0 min", "purchases": 930, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 753, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "5.1 min", "purchases": 734, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Drow Ranger?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Drow Ranger", "hero_id": 6, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 940, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 908, "time_bucket": "0-10m"}, {"item_key": "blade_of_alacrity", "median_time": "13.1 min", "purchases": 607, "time_bucket": "10-20m"}, {"item_key": "blade_of_alacrity", "median_time": "13.1 min", "purchases": 591, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 557, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 539, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "5.0 min", "purchases": 529, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "5.0 min", "purchases": 513, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Sand King?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Sand King", "hero_id": 16, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1379, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 907, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.7 min", "purchases": 632, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 519, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.7 min", "purchases": 474, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "24.3 min", "purchases": 452, "time_bucket": "20-30m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 430, "time_bucket": "0-10m"}, {"item_key": "ogre_axe", "median_time": "15.8 min", "purchases": 399, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Dazzle?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Dazzle", "hero_id": 50, "observed_items": [{"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 1467, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "15.1 min", "purchases": 1260, "time_bucket": "10-20m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 1045, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "24.2 min", "purchases": 904, "time_bucket": "20-30m"}, {"item_key": "ward_sentry", "median_time": "5.5 min", "purchases": 891, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "5.7 min", "purchases": 742, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "14.8 min", "purchases": 723, "time_bucket": "10-20m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 644, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Sven?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Sven", "hero_id": 18, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 933, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 891, "time_bucket": "0-10m"}, {"item_key": "broadsword", "median_time": "12.6 min", "purchases": 589, "time_bucket": "10-20m"}, {"item_key": "broadsword", "median_time": "12.6 min", "purchases": 581, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 575, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 538, "time_bucket": "0-10m"}, {"item_key": "ogre_axe", "median_time": "12.7 min", "purchases": 516, "time_bucket": "10-20m"}, {"item_key": "ogre_axe", "median_time": "12.7 min", "purchases": 511, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Leshrac?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Leshrac", "hero_id": 52, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1049, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 883, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "3.9 min", "purchases": 556, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "1.6 min", "purchases": 479, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.8 min", "purchases": 388, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 387, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "14.6 min", "purchases": 378, "time_bucket": "10-20m"}, {"item_key": "clarity", "median_time": "7.1 min", "purchases": 373, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Night Stalker?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Night Stalker", "hero_id": 60, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 986, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 875, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 615, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 559, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 547, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 546, "time_bucket": "0-10m"}, {"item_key": "bracer", "median_time": "2.5 min", "purchases": 534, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 487, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Necrophos?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Necrophos", "hero_id": 36, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 931, "time_bucket": "0-10m"}, {"item_key": "circlet", "median_time": "0.0 min", "purchases": 571, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.9 min", "purchases": 504, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 485, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 440, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 420, "time_bucket": "0-10m"}, {"item_key": "radiance", "median_time": "13.4 min", "purchases": 413, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 412, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Medusa?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Medusa", "hero_id": 94, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 1161, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 1141, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "6.3 min", "purchases": 758, "time_bucket": "0-10m"}, {"item_key": "boots_of_elves", "median_time": "6.3 min", "purchases": 750, "time_bucket": "0-10m"}, {"item_key": "tpscroll", "median_time": "24.1 min", "purchases": 456, "time_bucket": "20-30m"}, {"item_key": "tpscroll", "median_time": "24.2 min", "purchases": 450, "time_bucket": "20-30m"}, {"item_key": "boots", "median_time": "4.2 min", "purchases": 415, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.7 min", "purchases": 410, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Huskar?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Huskar", "hero_id": 59, "observed_items": [{"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 794, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.9 min", "purchases": 586, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "2.2 min", "purchases": 560, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 538, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 522, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 481, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "2.1 min", "purchases": 477, "time_bucket": "0-10m"}, {"item_key": "blades_of_attack", "median_time": "7.0 min", "purchases": 467, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Troll Warlord?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Troll Warlord", "hero_id": 95, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 922, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 904, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 545, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.1 min", "purchases": 532, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.4 min", "purchases": 452, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "4.4 min", "purchases": 450, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.0 min", "purchases": 436, "time_bucket": "0-10m"}, {"item_key": "broadsword", "median_time": "11.8 min", "purchases": 434, "time_bucket": "10-20m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Keeper of the Light?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Keeper of the Light", "hero_id": 90, "observed_items": [{"item_key": "branches", "median_time": "0.0 min", "purchases": 781, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "1.8 min", "purchases": 536, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 470, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "4.8 min", "purchases": 452, "time_bucket": "0-10m"}, {"item_key": "ward_sentry", "median_time": "15.5 min", "purchases": 443, "time_bucket": "10-20m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 421, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "1.6 min", "purchases": 420, "time_bucket": "0-10m"}, {"item_key": "ward_observer", "median_time": "0.0 min", "purchases": 323, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}


[User] What observed item timings should I consider for Chaos Knight?

[Assistant] {"caveat": "These are observed timings, not a mandatory build order.", "hero": "Chaos Knight", "hero_id": 81, "observed_items": [{"item_key": "gloves", "median_time": "5.8 min", "purchases": 766, "time_bucket": "0-10m"}, {"item_key": "branches", "median_time": "0.0 min", "purchases": 712, "time_bucket": "0-10m"}, {"item_key": "tango", "median_time": "0.0 min", "purchases": 461, "time_bucket": "0-10m"}, {"item_key": "boots", "median_time": "3.8 min", "purchases": 444, "time_bucket": "0-10m"}, {"item_key": "gloves", "median_time": "5.7 min", "purchases": 430, "time_bucket": "0-10m"}, {"item_key": "gauntlets", "median_time": "0.0 min", "purchases": 421, "time_bucket": "0-10m"}, {"item_key": "belt_of_strength", "median_time": "5.0 min", "purchases": 419, "time_bucket": "0-10m"}, {"item_key": "power_treads", "median_time": "6.0 min", "purchases": 407, "time_bucket": "0-10m"}], "sources": ["OpenDota match details", "normalized item purchase stats"], "task": "build_timing"}