CooledNik's picture
Publish Logatra Benchmark data (part 10)
ee16f80 verified
Raw History Blame Contribute Delete
46.5 kB
{
"by_provider": {
"sarvam|public": {
"samples": 7229,
"wer": 0.3602,
"cer": 0.2453,
"wer_script_agnostic": 0.3438,
"wer_median": 0.3333,
"self_ref_rate": 0.0,
"latency_median_s": 1.09,
"latency_p90_s": 3.759,
"rtf_median": 0.1546,
"cost_usd_total": 9.1556,
"cost_usd_per_hour": 0.539,
"audio_minutes": 1019.2
},
"sarvam-saaras|public": {
"samples": 7199,
"wer": 0.3345,
"cer": 0.2316,
"wer_script_agnostic": 0.3182,
"wer_median": 0.3043,
"self_ref_rate": 0.0,
"latency_median_s": 1.062,
"latency_p90_s": 3.724,
"rtf_median": 0.153,
"cost_usd_total": 9.1165,
"cost_usd_per_hour": 0.539,
"audio_minutes": 1014.9
},
"sarvam-saaras-v4|public": {
"samples": 7230,
"wer": 0.3006,
"cer": 0.2071,
"wer_script_agnostic": 0.2864,
"wer_median": 0.2727,
"self_ref_rate": 0.0,
"latency_median_s": 0.559,
"latency_p90_s": 2.88,
"rtf_median": 0.0854,
"cost_usd_total": 9.1571,
"cost_usd_per_hour": 0.539,
"audio_minutes": 1019.4
},
"whisper|public": {
"samples": 7238,
"wer": 0.6247,
"cer": 0.4087,
"wer_script_agnostic": 0.5984,
"wer_median": 0.6,
"self_ref_rate": 0.0,
"latency_median_s": 2.381,
"latency_p90_s": 5.919,
"rtf_median": 0.3242,
"cost_usd_total": 6.1695,
"cost_usd_per_hour": 0.36,
"audio_minutes": 1028.1
},
"gemini|public": {
"samples": 799,
"wer": 0.2081,
"cer": 0.0927,
"wer_script_agnostic": 0.2026,
"wer_median": 0.1765,
"self_ref_rate": 0.0,
"latency_median_s": 3.164,
"latency_p90_s": 4.444,
"rtf_median": 0.3024,
"cost_usd_total": 1.1236,
"cost_usd_per_hour": 0.4451,
"audio_minutes": 151.5
},
"voxtral|public": {
"samples": 800,
"wer": 1.7363,
"cer": 1.4727,
"wer_script_agnostic": 1.7295,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.304,
"latency_p90_s": 2.031,
"rtf_median": 0.1214,
"cost_usd_total": 0.8919,
"cost_usd_per_hour": 0.3532,
"audio_minutes": 151.5
},
"gpt-audio|public": {
"samples": 336,
"wer": 0.5415,
"cer": 0.3983,
"wer_script_agnostic": 0.5362,
"wer_median": 0.4242,
"self_ref_rate": 0.0,
"latency_median_s": 1.768,
"latency_p90_s": 2.72,
"rtf_median": 0.1903,
"cost_usd_total": 1.2741,
"cost_usd_per_hour": 1.3927,
"audio_minutes": 54.9
},
"sarvam|heldout": {
"samples": 132,
"wer": 0.1972,
"cer": 0.1847,
"wer_script_agnostic": 0.1814,
"wer_median": 0.0,
"self_ref_rate": 0.5758,
"latency_median_s": 1.671,
"latency_p90_s": 3.758,
"rtf_median": 0.0746,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"sarvam-saaras|heldout": {
"samples": 132,
"wer": 0.2275,
"cer": 0.202,
"wer_script_agnostic": 0.2101,
"wer_median": 0.1061,
"self_ref_rate": 0.0,
"latency_median_s": 1.529,
"latency_p90_s": 4.083,
"rtf_median": 0.0695,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"sarvam-saaras-v4|heldout": {
"samples": 132,
"wer": 0.258,
"cer": 0.2247,
"wer_script_agnostic": 0.2379,
"wer_median": 0.1343,
"self_ref_rate": 0.0,
"latency_median_s": 0.739,
"latency_p90_s": 0.953,
"rtf_median": 0.0336,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"whisper|heldout": {
"samples": 132,
"wer": 0.4761,
"cer": 0.3546,
"wer_script_agnostic": 0.4589,
"wer_median": 0.3898,
"self_ref_rate": 0.0455,
"latency_median_s": 5.911,
"latency_p90_s": 13.112,
"rtf_median": 0.265,
"cost_usd_total": 0.291,
"cost_usd_per_hour": 0.36,
"audio_minutes": 48.5
},
"gemini|heldout": {
"samples": 132,
"wer": 0.2217,
"cer": 0.1993,
"wer_script_agnostic": 0.2048,
"wer_median": 0.1167,
"self_ref_rate": 0.3788,
"latency_median_s": 3.713,
"latency_p90_s": 4.851,
"rtf_median": 0.1673,
"cost_usd_total": 0.3471,
"cost_usd_per_hour": 0.4295,
"audio_minutes": 48.5
},
"voxtral|heldout": {
"samples": 132,
"wer": 0.7198,
"cer": 0.6632,
"wer_script_agnostic": 0.7024,
"wer_median": 0.2656,
"self_ref_rate": 0.0,
"latency_median_s": 1.931,
"latency_p90_s": 2.688,
"rtf_median": 0.0852,
"cost_usd_total": 0.291,
"cost_usd_per_hour": 0.3601,
"audio_minutes": 48.5
},
"gpt-audio|heldout": {
"samples": 132,
"wer": 0.2852,
"cer": 0.2414,
"wer_script_agnostic": 0.2703,
"wer_median": 0.1977,
"self_ref_rate": 0.0,
"latency_median_s": 2.661,
"latency_p90_s": 3.435,
"rtf_median": 0.1188,
"cost_usd_total": 1.0902,
"cost_usd_per_hour": 1.3489,
"audio_minutes": 48.5
}
},
"by_provider_comparable": {
"sarvam|public": {
"samples": 324,
"wer": 0.3731,
"cer": 0.21,
"wer_script_agnostic": 0.3622,
"wer_median": 0.3182,
"self_ref_rate": 0.0,
"latency_median_s": 1.019,
"latency_p90_s": 3.617,
"rtf_median": 0.1163,
"cost_usd_total": 0.4702,
"cost_usd_per_hour": 0.539,
"audio_minutes": 52.3
},
"sarvam-saaras|public": {
"samples": 324,
"wer": 0.3231,
"cer": 0.2048,
"wer_script_agnostic": 0.3119,
"wer_median": 0.2857,
"self_ref_rate": 0.0,
"latency_median_s": 1.076,
"latency_p90_s": 3.664,
"rtf_median": 0.1221,
"cost_usd_total": 0.4702,
"cost_usd_per_hour": 0.539,
"audio_minutes": 52.3
},
"sarvam-saaras-v4|public": {
"samples": 324,
"wer": 0.2612,
"cer": 0.1621,
"wer_script_agnostic": 0.2526,
"wer_median": 0.2174,
"self_ref_rate": 0.0,
"latency_median_s": 0.588,
"latency_p90_s": 2.903,
"rtf_median": 0.078,
"cost_usd_total": 0.4702,
"cost_usd_per_hour": 0.539,
"audio_minutes": 52.3
},
"whisper|public": {
"samples": 324,
"wer": 0.7834,
"cer": 0.5552,
"wer_script_agnostic": 0.767,
"wer_median": 0.7931,
"self_ref_rate": 0.0,
"latency_median_s": 3.276,
"latency_p90_s": 10.133,
"rtf_median": 0.3782,
"cost_usd_total": 0.3141,
"cost_usd_per_hour": 0.36,
"audio_minutes": 52.3
},
"gemini|public": {
"samples": 324,
"wer": 0.2646,
"cer": 0.1602,
"wer_script_agnostic": 0.255,
"wer_median": 0.2333,
"self_ref_rate": 0.0,
"latency_median_s": 2.964,
"latency_p90_s": 4.132,
"rtf_median": 0.3408,
"cost_usd_total": 0.3819,
"cost_usd_per_hour": 0.4378,
"audio_minutes": 52.3
},
"voxtral|public": {
"samples": 324,
"wer": 2.9376,
"cer": 2.6817,
"wer_script_agnostic": 2.9293,
"wer_median": 0.8333,
"self_ref_rate": 0.0,
"latency_median_s": 1.296,
"latency_p90_s": 2.242,
"rtf_median": 0.1411,
"cost_usd_total": 0.3127,
"cost_usd_per_hour": 0.3584,
"audio_minutes": 52.3
},
"gpt-audio|public": {
"samples": 324,
"wer": 0.5353,
"cer": 0.3939,
"wer_script_agnostic": 0.5298,
"wer_median": 0.4167,
"self_ref_rate": 0.0,
"latency_median_s": 1.756,
"latency_p90_s": 2.72,
"rtf_median": 0.1903,
"cost_usd_total": 1.2159,
"cost_usd_per_hour": 1.3937,
"audio_minutes": 52.3
},
"sarvam|heldout": {
"samples": 132,
"wer": 0.1972,
"cer": 0.1847,
"wer_script_agnostic": 0.1814,
"wer_median": 0.0,
"self_ref_rate": 0.5758,
"latency_median_s": 1.671,
"latency_p90_s": 3.758,
"rtf_median": 0.0746,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"sarvam-saaras|heldout": {
"samples": 132,
"wer": 0.2275,
"cer": 0.202,
"wer_script_agnostic": 0.2101,
"wer_median": 0.1061,
"self_ref_rate": 0.0,
"latency_median_s": 1.529,
"latency_p90_s": 4.083,
"rtf_median": 0.0695,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"sarvam-saaras-v4|heldout": {
"samples": 132,
"wer": 0.258,
"cer": 0.2247,
"wer_script_agnostic": 0.2379,
"wer_median": 0.1343,
"self_ref_rate": 0.0,
"latency_median_s": 0.739,
"latency_p90_s": 0.953,
"rtf_median": 0.0336,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"whisper|heldout": {
"samples": 132,
"wer": 0.4761,
"cer": 0.3546,
"wer_script_agnostic": 0.4589,
"wer_median": 0.3898,
"self_ref_rate": 0.0455,
"latency_median_s": 5.911,
"latency_p90_s": 13.112,
"rtf_median": 0.265,
"cost_usd_total": 0.291,
"cost_usd_per_hour": 0.36,
"audio_minutes": 48.5
},
"gemini|heldout": {
"samples": 132,
"wer": 0.2217,
"cer": 0.1993,
"wer_script_agnostic": 0.2048,
"wer_median": 0.1167,
"self_ref_rate": 0.3788,
"latency_median_s": 3.713,
"latency_p90_s": 4.851,
"rtf_median": 0.1673,
"cost_usd_total": 0.3471,
"cost_usd_per_hour": 0.4295,
"audio_minutes": 48.5
},
"voxtral|heldout": {
"samples": 132,
"wer": 0.7198,
"cer": 0.6632,
"wer_script_agnostic": 0.7024,
"wer_median": 0.2656,
"self_ref_rate": 0.0,
"latency_median_s": 1.931,
"latency_p90_s": 2.688,
"rtf_median": 0.0852,
"cost_usd_total": 0.291,
"cost_usd_per_hour": 0.3601,
"audio_minutes": 48.5
},
"gpt-audio|heldout": {
"samples": 132,
"wer": 0.2852,
"cer": 0.2414,
"wer_script_agnostic": 0.2703,
"wer_median": 0.1977,
"self_ref_rate": 0.0,
"latency_median_s": 2.661,
"latency_p90_s": 3.435,
"rtf_median": 0.1188,
"cost_usd_total": 1.0902,
"cost_usd_per_hour": 1.3489,
"audio_minutes": 48.5
}
},
"comparable_counts": {
"public": 324,
"heldout": 132
},
"by_provider_dataset": {
"sarvam|fleurs": {
"samples": 1189,
"wer": 0.3325,
"cer": 0.1723,
"wer_script_agnostic": 0.3304,
"wer_median": 0.1923,
"self_ref_rate": 0.0,
"latency_median_s": 1.102,
"latency_p90_s": 3.778,
"rtf_median": 0.0985,
"cost_usd_total": 2.1888,
"cost_usd_per_hour": 0.539,
"audio_minutes": 243.7
},
"sarvam-saaras|fleurs": {
"samples": 1179,
"wer": 0.2879,
"cer": 0.1603,
"wer_script_agnostic": 0.2859,
"wer_median": 0.1765,
"self_ref_rate": 0.0,
"latency_median_s": 1.14,
"latency_p90_s": 3.744,
"rtf_median": 0.1029,
"cost_usd_total": 2.1696,
"cost_usd_per_hour": 0.539,
"audio_minutes": 241.5
},
"sarvam-saaras-v4|fleurs": {
"samples": 1189,
"wer": 0.1903,
"cer": 0.0849,
"wer_script_agnostic": 0.1883,
"wer_median": 0.1282,
"self_ref_rate": 0.0,
"latency_median_s": 0.601,
"latency_p90_s": 2.935,
"rtf_median": 0.0569,
"cost_usd_total": 2.1888,
"cost_usd_per_hour": 0.539,
"audio_minutes": 243.7
},
"whisper|fleurs": {
"samples": 1200,
"wer": 0.8384,
"cer": 0.5546,
"wer_script_agnostic": 0.8269,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 4.307,
"latency_p90_s": 12.512,
"rtf_median": 0.386,
"cost_usd_total": 1.5014,
"cost_usd_per_hour": 0.36,
"audio_minutes": 250.2
},
"gemini|fleurs": {
"samples": 600,
"wer": 0.1709,
"cer": 0.0474,
"wer_script_agnostic": 0.1686,
"wer_median": 0.1429,
"self_ref_rate": 0.0,
"latency_median_s": 3.222,
"latency_p90_s": 4.486,
"rtf_median": 0.28,
"cost_usd_total": 0.9283,
"cost_usd_per_hour": 0.445,
"audio_minutes": 125.2
},
"voxtral|fleurs": {
"samples": 600,
"wer": 0.9494,
"cer": 0.6914,
"wer_script_agnostic": 0.9447,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.326,
"latency_p90_s": 1.973,
"rtf_median": 0.1128,
"cost_usd_total": 0.7308,
"cost_usd_per_hour": 0.3503,
"audio_minutes": 125.2
},
"gpt-audio|fleurs": {
"samples": 136,
"wer": 0.3915,
"cer": 0.2059,
"wer_script_agnostic": 0.3915,
"wer_median": 0.3333,
"self_ref_rate": 0.0,
"latency_median_s": 1.965,
"latency_p90_s": 2.837,
"rtf_median": 0.1634,
"cost_usd_total": 0.6524,
"cost_usd_per_hour": 1.3719,
"audio_minutes": 28.5
},
"sarvam|mucs_hinglish": {
"samples": 3126,
"wer": 0.5476,
"cer": 0.5014,
"wer_script_agnostic": 0.5282,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 1.014,
"latency_p90_s": 3.655,
"rtf_median": 0.2099,
"cost_usd_total": 2.7663,
"cost_usd_per_hour": 0.539,
"audio_minutes": 307.9
},
"sarvam-saaras|mucs_hinglish": {
"samples": 3111,
"wer": 0.5416,
"cer": 0.5041,
"wer_script_agnostic": 0.5217,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 1.02,
"latency_p90_s": 3.665,
"rtf_median": 0.2117,
"cost_usd_total": 2.7543,
"cost_usd_per_hour": 0.539,
"audio_minutes": 306.6
},
"sarvam-saaras-v4|mucs_hinglish": {
"samples": 3127,
"wer": 0.5061,
"cer": 0.4699,
"wer_script_agnostic": 0.4899,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 0.526,
"latency_p90_s": 2.83,
"rtf_median": 0.1132,
"cost_usd_total": 2.7678,
"cost_usd_per_hour": 0.539,
"audio_minutes": 308.1
},
"whisper|mucs_hinglish": {
"samples": 3129,
"wer": 0.5746,
"cer": 0.4765,
"wer_script_agnostic": 0.5514,
"wer_median": 0.5417,
"self_ref_rate": 0.0,
"latency_median_s": 1.942,
"latency_p90_s": 3.56,
"rtf_median": 0.3635,
"cost_usd_total": 1.8626,
"cost_usd_per_hour": 0.3601,
"audio_minutes": 310.4
},
"gemini|mucs_hinglish": {
"samples": 99,
"wer": 0.4906,
"cer": 0.4781,
"wer_script_agnostic": 0.4795,
"wer_median": 0.5294,
"self_ref_rate": 0.0,
"latency_median_s": 2.83,
"latency_p90_s": 3.887,
"rtf_median": 0.587,
"cost_usd_total": 0.076,
"cost_usd_per_hour": 0.4558,
"audio_minutes": 10.0
},
"voxtral|mucs_hinglish": {
"samples": 100,
"wer": 9.2611,
"cer": 9.6549,
"wer_script_agnostic": 9.2543,
"wer_median": 1.125,
"self_ref_rate": 0.0,
"latency_median_s": 1.237,
"latency_p90_s": 3.443,
"rtf_median": 0.2287,
"cost_usd_total": 0.0663,
"cost_usd_per_hour": 0.3949,
"audio_minutes": 10.1
},
"gpt-audio|mucs_hinglish": {
"samples": 100,
"wer": 1.0323,
"cer": 0.9865,
"wer_script_agnostic": 1.0298,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.59,
"latency_p90_s": 3.037,
"rtf_median": 0.3236,
"cost_usd_total": 0.244,
"cost_usd_per_hour": 1.4531,
"audio_minutes": 10.1
},
"sarvam|gramvaani": {
"samples": 2914,
"wer": 0.2754,
"cer": 0.1405,
"wer_script_agnostic": 0.2559,
"wer_median": 0.2581,
"self_ref_rate": 0.0,
"latency_median_s": 1.132,
"latency_p90_s": 3.852,
"rtf_median": 0.1231,
"cost_usd_total": 4.2005,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 467.7
},
"sarvam-saaras|gramvaani": {
"samples": 2909,
"wer": 0.2461,
"cer": 0.1184,
"wer_script_agnostic": 0.227,
"wer_median": 0.2308,
"self_ref_rate": 0.0,
"latency_median_s": 1.053,
"latency_p90_s": 3.754,
"rtf_median": 0.1136,
"cost_usd_total": 4.1926,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 466.8
},
"sarvam-saaras-v4|gramvaani": {
"samples": 2914,
"wer": 0.233,
"cer": 0.1146,
"wer_script_agnostic": 0.2159,
"wer_median": 0.2188,
"self_ref_rate": 0.0,
"latency_median_s": 0.572,
"latency_p90_s": 2.894,
"rtf_median": 0.0649,
"cost_usd_total": 4.2005,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 467.7
},
"whisper|gramvaani": {
"samples": 2909,
"wer": 0.5808,
"cer": 0.3274,
"wer_script_agnostic": 0.5482,
"wer_median": 0.5862,
"self_ref_rate": 0.0,
"latency_median_s": 2.607,
"latency_p90_s": 5.38,
"rtf_median": 0.2767,
"cost_usd_total": 2.8055,
"cost_usd_per_hour": 0.36,
"audio_minutes": 467.6
},
"gemini|gramvaani": {
"samples": 100,
"wer": 0.2529,
"cer": 0.1291,
"wer_script_agnostic": 0.235,
"wer_median": 0.24,
"self_ref_rate": 0.0,
"latency_median_s": 3.192,
"latency_p90_s": 4.506,
"rtf_median": 0.3373,
"cost_usd_total": 0.1193,
"cost_usd_per_hour": 0.4396,
"audio_minutes": 16.3
},
"voxtral|gramvaani": {
"samples": 100,
"wer": 1.9666,
"cer": 1.3767,
"wer_script_agnostic": 1.9499,
"wer_median": 0.4167,
"self_ref_rate": 0.0,
"latency_median_s": 1.285,
"latency_p90_s": 2.146,
"rtf_median": 0.1345,
"cost_usd_total": 0.0947,
"cost_usd_per_hour": 0.3491,
"audio_minutes": 16.3
},
"gpt-audio|gramvaani": {
"samples": 100,
"wer": 0.4701,
"cer": 0.3257,
"wer_script_agnostic": 0.458,
"wer_median": 0.4,
"self_ref_rate": 0.0,
"latency_median_s": 1.71,
"latency_p90_s": 2.451,
"rtf_median": 0.174,
"cost_usd_total": 0.3777,
"cost_usd_per_hour": 1.392,
"audio_minutes": 16.3
},
"sarvam|heldout_yt": {
"samples": 132,
"wer": 0.1972,
"cer": 0.1847,
"wer_script_agnostic": 0.1814,
"wer_median": 0.0,
"self_ref_rate": 0.5758,
"latency_median_s": 1.671,
"latency_p90_s": 3.758,
"rtf_median": 0.0746,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"sarvam-saaras|heldout_yt": {
"samples": 132,
"wer": 0.2275,
"cer": 0.202,
"wer_script_agnostic": 0.2101,
"wer_median": 0.1061,
"self_ref_rate": 0.0,
"latency_median_s": 1.529,
"latency_p90_s": 4.083,
"rtf_median": 0.0695,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"sarvam-saaras-v4|heldout_yt": {
"samples": 132,
"wer": 0.258,
"cer": 0.2247,
"wer_script_agnostic": 0.2379,
"wer_median": 0.1343,
"self_ref_rate": 0.0,
"latency_median_s": 0.739,
"latency_p90_s": 0.953,
"rtf_median": 0.0336,
"cost_usd_total": 0.4356,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 48.5
},
"whisper|heldout_yt": {
"samples": 132,
"wer": 0.4761,
"cer": 0.3546,
"wer_script_agnostic": 0.4589,
"wer_median": 0.3898,
"self_ref_rate": 0.0455,
"latency_median_s": 5.911,
"latency_p90_s": 13.112,
"rtf_median": 0.265,
"cost_usd_total": 0.291,
"cost_usd_per_hour": 0.36,
"audio_minutes": 48.5
},
"gemini|heldout_yt": {
"samples": 132,
"wer": 0.2217,
"cer": 0.1993,
"wer_script_agnostic": 0.2048,
"wer_median": 0.1167,
"self_ref_rate": 0.3788,
"latency_median_s": 3.713,
"latency_p90_s": 4.851,
"rtf_median": 0.1673,
"cost_usd_total": 0.3471,
"cost_usd_per_hour": 0.4295,
"audio_minutes": 48.5
},
"voxtral|heldout_yt": {
"samples": 132,
"wer": 0.7198,
"cer": 0.6632,
"wer_script_agnostic": 0.7024,
"wer_median": 0.2656,
"self_ref_rate": 0.0,
"latency_median_s": 1.931,
"latency_p90_s": 2.688,
"rtf_median": 0.0852,
"cost_usd_total": 0.291,
"cost_usd_per_hour": 0.3601,
"audio_minutes": 48.5
},
"gpt-audio|heldout_yt": {
"samples": 132,
"wer": 0.2852,
"cer": 0.2414,
"wer_script_agnostic": 0.2703,
"wer_median": 0.1977,
"self_ref_rate": 0.0,
"latency_median_s": 2.661,
"latency_p90_s": 3.435,
"rtf_median": 0.1188,
"cost_usd_total": 1.0902,
"cost_usd_per_hour": 1.3489,
"audio_minutes": 48.5
}
},
"by_provider_language": {
"sarvam|as": {
"samples": 99,
"wer": 0.9168,
"cer": 0.3671,
"wer_script_agnostic": 0.9168,
"wer_median": 0.8947,
"self_ref_rate": 0.0,
"latency_median_s": 1.049,
"latency_p90_s": 1.903,
"rtf_median": 0.0941,
"cost_usd_total": 0.1766,
"cost_usd_per_hour": 0.539,
"audio_minutes": 19.7
},
"sarvam-saaras|as": {
"samples": 92,
"wer": 0.5346,
"cer": 0.3189,
"wer_script_agnostic": 0.5346,
"wer_median": 0.4074,
"self_ref_rate": 0.0,
"latency_median_s": 1.132,
"latency_p90_s": 1.58,
"rtf_median": 0.0997,
"cost_usd_total": 0.1614,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.0
},
"sarvam-saaras-v4|as": {
"samples": 99,
"wer": 0.2537,
"cer": 0.0923,
"wer_script_agnostic": 0.2537,
"wer_median": 0.2,
"self_ref_rate": 0.0,
"latency_median_s": 0.617,
"latency_p90_s": 0.873,
"rtf_median": 0.0555,
"cost_usd_total": 0.1766,
"cost_usd_per_hour": 0.539,
"audio_minutes": 19.7
},
"whisper|as": {
"samples": 100,
"wer": 1.1083,
"cer": 0.7468,
"wer_script_agnostic": 1.1083,
"wer_median": 1.0556,
"self_ref_rate": 0.0,
"latency_median_s": 5.344,
"latency_p90_s": 15.67,
"rtf_median": 0.5338,
"cost_usd_total": 0.1212,
"cost_usd_per_hour": 0.36,
"audio_minutes": 20.2
},
"gemini|as": {
"samples": 50,
"wer": 0.2004,
"cer": 0.0571,
"wer_script_agnostic": 0.2004,
"wer_median": 0.2,
"self_ref_rate": 0.0,
"latency_median_s": 3.029,
"latency_p90_s": 4.177,
"rtf_median": 0.2706,
"cost_usd_total": 0.0793,
"cost_usd_per_hour": 0.4492,
"audio_minutes": 10.6
},
"voxtral|as": {
"samples": 50,
"wer": 1.2326,
"cer": 0.9643,
"wer_script_agnostic": 1.2326,
"wer_median": 1.25,
"self_ref_rate": 0.0,
"latency_median_s": 1.339,
"latency_p90_s": 2.216,
"rtf_median": 0.1197,
"cost_usd_total": 0.0623,
"cost_usd_per_hour": 0.3528,
"audio_minutes": 10.6
},
"gpt-audio|as": {
"samples": 50,
"wer": 0.5526,
"cer": 0.3211,
"wer_script_agnostic": 0.5526,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 2.154,
"latency_p90_s": 2.995,
"rtf_median": 0.1643,
"cost_usd_total": 0.2429,
"cost_usd_per_hour": 1.3757,
"audio_minutes": 10.6
},
"sarvam|bn": {
"samples": 100,
"wer": 0.15,
"cer": 0.0375,
"wer_script_agnostic": 0.15,
"wer_median": 0.1304,
"self_ref_rate": 0.0,
"latency_median_s": 0.929,
"latency_p90_s": 1.183,
"rtf_median": 0.0751,
"cost_usd_total": 0.2002,
"cost_usd_per_hour": 0.539,
"audio_minutes": 22.3
},
"sarvam-saaras|bn": {
"samples": 100,
"wer": 0.1285,
"cer": 0.0269,
"wer_script_agnostic": 0.1285,
"wer_median": 0.1176,
"self_ref_rate": 0.0,
"latency_median_s": 1.053,
"latency_p90_s": 3.914,
"rtf_median": 0.0867,
"cost_usd_total": 0.2002,
"cost_usd_per_hour": 0.539,
"audio_minutes": 22.3
},
"sarvam-saaras-v4|bn": {
"samples": 100,
"wer": 0.1145,
"cer": 0.0308,
"wer_script_agnostic": 0.1145,
"wer_median": 0.0909,
"self_ref_rate": 0.0,
"latency_median_s": 1.054,
"latency_p90_s": 3.005,
"rtf_median": 0.0888,
"cost_usd_total": 0.2002,
"cost_usd_per_hour": 0.539,
"audio_minutes": 22.3
},
"whisper|bn": {
"samples": 100,
"wer": 1.1344,
"cer": 0.8831,
"wer_script_agnostic": 1.1344,
"wer_median": 1.0556,
"self_ref_rate": 0.0,
"latency_median_s": 5.697,
"latency_p90_s": 14.718,
"rtf_median": 0.4739,
"cost_usd_total": 0.1337,
"cost_usd_per_hour": 0.36,
"audio_minutes": 22.3
},
"gemini|bn": {
"samples": 50,
"wer": 0.1421,
"cer": 0.0311,
"wer_script_agnostic": 0.1421,
"wer_median": 0.12,
"self_ref_rate": 0.0,
"latency_median_s": 2.936,
"latency_p90_s": 4.06,
"rtf_median": 0.2166,
"cost_usd_total": 0.0737,
"cost_usd_per_hour": 0.3881,
"audio_minutes": 11.4
},
"voxtral|bn": {
"samples": 50,
"wer": 0.5301,
"cer": 0.331,
"wer_script_agnostic": 0.5301,
"wer_median": 0.4,
"self_ref_rate": 0.0,
"latency_median_s": 1.443,
"latency_p90_s": 2.218,
"rtf_median": 0.1035,
"cost_usd_total": 0.0665,
"cost_usd_per_hour": 0.3503,
"audio_minutes": 11.4
},
"gpt-audio|bn": {
"samples": 50,
"wer": 0.2583,
"cer": 0.1067,
"wer_script_agnostic": 0.2583,
"wer_median": 0.2308,
"self_ref_rate": 0.0,
"latency_median_s": 2.004,
"latency_p90_s": 2.956,
"rtf_median": 0.1508,
"cost_usd_total": 0.2565,
"cost_usd_per_hour": 1.3507,
"audio_minutes": 11.4
},
"sarvam|gu": {
"samples": 100,
"wer": 0.1876,
"cer": 0.0509,
"wer_script_agnostic": 0.1876,
"wer_median": 0.1538,
"self_ref_rate": 0.0,
"latency_median_s": 1.132,
"latency_p90_s": 3.771,
"rtf_median": 0.122,
"cost_usd_total": 0.1594,
"cost_usd_per_hour": 0.539,
"audio_minutes": 17.7
},
"sarvam-saaras|gu": {
"samples": 99,
"wer": 0.1906,
"cer": 0.0536,
"wer_script_agnostic": 0.1906,
"wer_median": 0.1579,
"self_ref_rate": 0.0,
"latency_median_s": 1.148,
"latency_p90_s": 3.587,
"rtf_median": 0.1119,
"cost_usd_total": 0.1581,
"cost_usd_per_hour": 0.539,
"audio_minutes": 17.6
},
"sarvam-saaras-v4|gu": {
"samples": 100,
"wer": 0.1489,
"cer": 0.0381,
"wer_script_agnostic": 0.1489,
"wer_median": 0.1154,
"self_ref_rate": 0.0,
"latency_median_s": 0.588,
"latency_p90_s": 2.896,
"rtf_median": 0.0621,
"cost_usd_total": 0.1594,
"cost_usd_per_hour": 0.539,
"audio_minutes": 17.7
},
"whisper|gu": {
"samples": 100,
"wer": 1.0482,
"cer": 0.7559,
"wer_script_agnostic": 1.0477,
"wer_median": 1.0625,
"self_ref_rate": 0.0,
"latency_median_s": 5.679,
"latency_p90_s": 17.361,
"rtf_median": 0.5658,
"cost_usd_total": 0.1065,
"cost_usd_per_hour": 0.36,
"audio_minutes": 17.7
},
"gemini|gu": {
"samples": 50,
"wer": 0.173,
"cer": 0.0429,
"wer_script_agnostic": 0.173,
"wer_median": 0.1429,
"self_ref_rate": 0.0,
"latency_median_s": 2.962,
"latency_p90_s": 3.945,
"rtf_median": 0.3074,
"cost_usd_total": 0.0729,
"cost_usd_per_hour": 0.4738,
"audio_minutes": 9.2
},
"voxtral|gu": {
"samples": 50,
"wer": 1.066,
"cer": 0.8922,
"wer_script_agnostic": 1.066,
"wer_median": 1.1,
"self_ref_rate": 0.0,
"latency_median_s": 1.302,
"latency_p90_s": 2.171,
"rtf_median": 0.1158,
"cost_usd_total": 0.0535,
"cost_usd_per_hour": 0.3479,
"audio_minutes": 9.2
},
"gpt-audio|gu": {
"samples": 36,
"wer": 0.369,
"cer": 0.1946,
"wer_script_agnostic": 0.369,
"wer_median": 0.2667,
"self_ref_rate": 0.0,
"latency_median_s": 1.738,
"latency_p90_s": 2.603,
"rtf_median": 0.1859,
"cost_usd_total": 0.153,
"cost_usd_per_hour": 1.4026,
"audio_minutes": 6.5
},
"sarvam|hi": {
"samples": 3145,
"wer": 0.2621,
"cer": 0.1421,
"wer_script_agnostic": 0.2434,
"wer_median": 0.25,
"self_ref_rate": 0.0242,
"latency_median_s": 1.15,
"latency_p90_s": 3.856,
"rtf_median": 0.1197,
"cost_usd_total": 4.8137,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 535.9
},
"sarvam-saaras|hi": {
"samples": 3140,
"wer": 0.2398,
"cer": 0.1246,
"wer_script_agnostic": 0.2212,
"wer_median": 0.2222,
"self_ref_rate": 0.0,
"latency_median_s": 1.073,
"latency_p90_s": 3.764,
"rtf_median": 0.1114,
"cost_usd_total": 4.8058,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 535.0
},
"sarvam-saaras-v4|hi": {
"samples": 3145,
"wer": 0.231,
"cer": 0.1235,
"wer_script_agnostic": 0.2139,
"wer_median": 0.2121,
"self_ref_rate": 0.0,
"latency_median_s": 0.584,
"latency_p90_s": 2.894,
"rtf_median": 0.0636,
"cost_usd_total": 4.8137,
"cost_usd_per_hour": 0.5389,
"audio_minutes": 535.9
},
"whisper|hi": {
"samples": 3141,
"wer": 0.5625,
"cer": 0.3245,
"wer_script_agnostic": 0.5313,
"wer_median": 0.5714,
"self_ref_rate": 0.0019,
"latency_median_s": 2.657,
"latency_p90_s": 6.067,
"rtf_median": 0.2755,
"cost_usd_total": 3.2183,
"cost_usd_per_hour": 0.36,
"audio_minutes": 536.4
},
"gemini|hi": {
"samples": 282,
"wer": 0.2157,
"cer": 0.169,
"wer_script_agnostic": 0.1995,
"wer_median": 0.1538,
"self_ref_rate": 0.1773,
"latency_median_s": 3.459,
"latency_p90_s": 4.779,
"rtf_median": 0.2356,
"cost_usd_total": 0.5321,
"cost_usd_per_hour": 0.4301,
"audio_minutes": 74.2
},
"voxtral|hi": {
"samples": 282,
"wer": 0.917,
"cer": 0.7506,
"wer_script_agnostic": 0.9009,
"wer_median": 0.2941,
"self_ref_rate": 0.0,
"latency_median_s": 1.563,
"latency_p90_s": 2.44,
"rtf_median": 0.1049,
"cost_usd_total": 0.4406,
"cost_usd_per_hour": 0.3562,
"audio_minutes": 74.2
},
"sarvam|kn": {
"samples": 98,
"wer": 0.1628,
"cer": 0.0335,
"wer_script_agnostic": 0.1628,
"wer_median": 0.1333,
"self_ref_rate": 0.0,
"latency_median_s": 1.115,
"latency_p90_s": 3.83,
"rtf_median": 0.0813,
"cost_usd_total": 0.2047,
"cost_usd_per_hour": 0.539,
"audio_minutes": 22.8
},
"sarvam-saaras|kn": {
"samples": 98,
"wer": 0.1482,
"cer": 0.0321,
"wer_script_agnostic": 0.1482,
"wer_median": 0.125,
"self_ref_rate": 0.0,
"latency_median_s": 1.176,
"latency_p90_s": 3.894,
"rtf_median": 0.0889,
"cost_usd_total": 0.2047,
"cost_usd_per_hour": 0.539,
"audio_minutes": 22.8
},
"sarvam-saaras-v4|kn": {
"samples": 98,
"wer": 0.1317,
"cer": 0.0318,
"wer_script_agnostic": 0.1317,
"wer_median": 0.0952,
"self_ref_rate": 0.0,
"latency_median_s": 0.614,
"latency_p90_s": 2.941,
"rtf_median": 0.0454,
"cost_usd_total": 0.2047,
"cost_usd_per_hour": 0.539,
"audio_minutes": 22.8
},
"whisper|kn": {
"samples": 100,
"wer": 0.7632,
"cer": 0.305,
"wer_script_agnostic": 0.7632,
"wer_median": 0.75,
"self_ref_rate": 0.0,
"latency_median_s": 4.079,
"latency_p90_s": 10.437,
"rtf_median": 0.3044,
"cost_usd_total": 0.1431,
"cost_usd_per_hour": 0.36,
"audio_minutes": 23.8
},
"gemini|kn": {
"samples": 50,
"wer": 0.1839,
"cer": 0.0363,
"wer_script_agnostic": 0.1839,
"wer_median": 0.1429,
"self_ref_rate": 0.0,
"latency_median_s": 3.641,
"latency_p90_s": 4.818,
"rtf_median": 0.2622,
"cost_usd_total": 0.0823,
"cost_usd_per_hour": 0.4303,
"audio_minutes": 11.5
},
"voxtral|kn": {
"samples": 50,
"wer": 0.9205,
"cer": 0.5848,
"wer_script_agnostic": 0.9205,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.339,
"latency_p90_s": 2.134,
"rtf_median": 0.0996,
"cost_usd_total": 0.0671,
"cost_usd_per_hour": 0.3509,
"audio_minutes": 11.5
},
"sarvam|ml": {
"samples": 99,
"wer": 0.2157,
"cer": 0.0567,
"wer_script_agnostic": 0.2157,
"wer_median": 0.1905,
"self_ref_rate": 0.0,
"latency_median_s": 1.18,
"latency_p90_s": 3.938,
"rtf_median": 0.0851,
"cost_usd_total": 0.2311,
"cost_usd_per_hour": 0.539,
"audio_minutes": 25.7
},
"sarvam-saaras|ml": {
"samples": 99,
"wer": 0.191,
"cer": 0.0412,
"wer_script_agnostic": 0.191,
"wer_median": 0.1667,
"self_ref_rate": 0.0,
"latency_median_s": 1.19,
"latency_p90_s": 4.016,
"rtf_median": 0.0828,
"cost_usd_total": 0.2311,
"cost_usd_per_hour": 0.539,
"audio_minutes": 25.7
},
"sarvam-saaras-v4|ml": {
"samples": 99,
"wer": 0.1689,
"cer": 0.0369,
"wer_script_agnostic": 0.1689,
"wer_median": 0.1538,
"self_ref_rate": 0.0,
"latency_median_s": 0.617,
"latency_p90_s": 2.99,
"rtf_median": 0.0465,
"cost_usd_total": 0.2311,
"cost_usd_per_hour": 0.539,
"audio_minutes": 25.7
},
"whisper|ml": {
"samples": 100,
"wer": 1.0741,
"cer": 0.9517,
"wer_script_agnostic": 1.0741,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 6.432,
"latency_p90_s": 11.564,
"rtf_median": 0.4426,
"cost_usd_total": 0.1576,
"cost_usd_per_hour": 0.36,
"audio_minutes": 26.3
},
"gemini|ml": {
"samples": 50,
"wer": 0.1967,
"cer": 0.0407,
"wer_script_agnostic": 0.1967,
"wer_median": 0.1538,
"self_ref_rate": 0.0,
"latency_median_s": 3.664,
"latency_p90_s": 5.659,
"rtf_median": 0.2564,
"cost_usd_total": 0.0914,
"cost_usd_per_hour": 0.412,
"audio_minutes": 13.3
},
"voxtral|ml": {
"samples": 50,
"wer": 0.9949,
"cer": 0.6078,
"wer_script_agnostic": 0.9949,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.36,
"latency_p90_s": 1.955,
"rtf_median": 0.0896,
"cost_usd_total": 0.078,
"cost_usd_per_hour": 0.3517,
"audio_minutes": 13.3
},
"sarvam|mr": {
"samples": 99,
"wer": 0.1919,
"cer": 0.0564,
"wer_script_agnostic": 0.174,
"wer_median": 0.1739,
"self_ref_rate": 0.0,
"latency_median_s": 1.181,
"latency_p90_s": 3.868,
"rtf_median": 0.09,
"cost_usd_total": 0.2113,
"cost_usd_per_hour": 0.539,
"audio_minutes": 23.5
},
"sarvam-saaras|mr": {
"samples": 98,
"wer": 0.1824,
"cer": 0.0549,
"wer_script_agnostic": 0.1658,
"wer_median": 0.1667,
"self_ref_rate": 0.0,
"latency_median_s": 1.124,
"latency_p90_s": 3.781,
"rtf_median": 0.0914,
"cost_usd_total": 0.2097,
"cost_usd_per_hour": 0.539,
"audio_minutes": 23.3
},
"sarvam-saaras-v4|mr": {
"samples": 99,
"wer": 0.1477,
"cer": 0.0388,
"wer_script_agnostic": 0.1308,
"wer_median": 0.1333,
"self_ref_rate": 0.0,
"latency_median_s": 0.634,
"latency_p90_s": 2.905,
"rtf_median": 0.048,
"cost_usd_total": 0.2113,
"cost_usd_per_hour": 0.539,
"audio_minutes": 23.5
},
"whisper|mr": {
"samples": 100,
"wer": 0.84,
"cer": 0.3035,
"wer_script_agnostic": 0.7529,
"wer_median": 0.8462,
"self_ref_rate": 0.0,
"latency_median_s": 2.964,
"latency_p90_s": 5.437,
"rtf_median": 0.2132,
"cost_usd_total": 0.1442,
"cost_usd_per_hour": 0.36,
"audio_minutes": 24.0
},
"gemini|mr": {
"samples": 50,
"wer": 0.1786,
"cer": 0.0447,
"wer_script_agnostic": 0.1602,
"wer_median": 0.1778,
"self_ref_rate": 0.0,
"latency_median_s": 2.983,
"latency_p90_s": 4.434,
"rtf_median": 0.2387,
"cost_usd_total": 0.0793,
"cost_usd_per_hour": 0.396,
"audio_minutes": 12.0
},
"voxtral|mr": {
"samples": 50,
"wer": 0.9214,
"cer": 0.4107,
"wer_script_agnostic": 0.8724,
"wer_median": 0.7619,
"self_ref_rate": 0.0,
"latency_median_s": 1.444,
"latency_p90_s": 2.756,
"rtf_median": 0.1035,
"cost_usd_total": 0.0694,
"cost_usd_per_hour": 0.3464,
"audio_minutes": 12.0
},
"sarvam|or": {
"samples": 99,
"wer": 0.2165,
"cer": 0.0609,
"wer_script_agnostic": 0.2165,
"wer_median": 0.2,
"self_ref_rate": 0.0,
"latency_median_s": 1.121,
"latency_p90_s": 4.025,
"rtf_median": 0.1041,
"cost_usd_total": 0.1699,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.9
},
"sarvam-saaras|or": {
"samples": 98,
"wer": 0.1866,
"cer": 0.0483,
"wer_script_agnostic": 0.1866,
"wer_median": 0.1786,
"self_ref_rate": 0.0,
"latency_median_s": 1.092,
"latency_p90_s": 3.544,
"rtf_median": 0.1078,
"cost_usd_total": 0.1687,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.8
},
"sarvam-saaras-v4|or": {
"samples": 99,
"wer": 0.1534,
"cer": 0.0395,
"wer_script_agnostic": 0.1534,
"wer_median": 0.15,
"self_ref_rate": 0.0,
"latency_median_s": 0.562,
"latency_p90_s": 2.915,
"rtf_median": 0.0601,
"cost_usd_total": 0.1699,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.9
},
"whisper|or": {
"samples": 100,
"wer": 1.182,
"cer": 0.9901,
"wer_script_agnostic": 1.182,
"wer_median": 1.1333,
"self_ref_rate": 0.0,
"latency_median_s": 4.983,
"latency_p90_s": 14.573,
"rtf_median": 0.4701,
"cost_usd_total": 0.1168,
"cost_usd_per_hour": 0.36,
"audio_minutes": 19.5
},
"gemini|or": {
"samples": 50,
"wer": 0.2171,
"cer": 0.0514,
"wer_script_agnostic": 0.2171,
"wer_median": 0.1818,
"self_ref_rate": 0.0,
"latency_median_s": 3.38,
"latency_p90_s": 4.814,
"rtf_median": 0.3154,
"cost_usd_total": 0.0937,
"cost_usd_per_hour": 0.5751,
"audio_minutes": 9.8
},
"voxtral|or": {
"samples": 50,
"wer": 1.2119,
"cer": 0.9621,
"wer_script_agnostic": 1.2119,
"wer_median": 1.2143,
"self_ref_rate": 0.0,
"latency_median_s": 1.34,
"latency_p90_s": 1.672,
"rtf_median": 0.1133,
"cost_usd_total": 0.0569,
"cost_usd_per_hour": 0.3491,
"audio_minutes": 9.8
},
"sarvam|pa": {
"samples": 100,
"wer": 0.1603,
"cer": 0.052,
"wer_script_agnostic": 0.1603,
"wer_median": 0.1379,
"self_ref_rate": 0.0,
"latency_median_s": 1.17,
"latency_p90_s": 3.756,
"rtf_median": 0.1078,
"cost_usd_total": 0.1701,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.9
},
"sarvam-saaras|pa": {
"samples": 100,
"wer": 0.1396,
"cer": 0.0449,
"wer_script_agnostic": 0.1396,
"wer_median": 0.1111,
"self_ref_rate": 0.0,
"latency_median_s": 1.226,
"latency_p90_s": 3.783,
"rtf_median": 0.1141,
"cost_usd_total": 0.1701,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.9
},
"sarvam-saaras-v4|pa": {
"samples": 100,
"wer": 0.1107,
"cer": 0.0328,
"wer_script_agnostic": 0.1107,
"wer_median": 0.1,
"self_ref_rate": 0.0,
"latency_median_s": 0.594,
"latency_p90_s": 2.929,
"rtf_median": 0.0648,
"cost_usd_total": 0.1701,
"cost_usd_per_hour": 0.539,
"audio_minutes": 18.9
},
"whisper|pa": {
"samples": 100,
"wer": 1.0781,
"cer": 0.8555,
"wer_script_agnostic": 1.0781,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 4.167,
"latency_p90_s": 9.947,
"rtf_median": 0.4155,
"cost_usd_total": 0.1136,
"cost_usd_per_hour": 0.36,
"audio_minutes": 18.9
},
"gemini|pa": {
"samples": 50,
"wer": 0.1497,
"cer": 0.0488,
"wer_script_agnostic": 0.1497,
"wer_median": 0.125,
"self_ref_rate": 0.0,
"latency_median_s": 3.258,
"latency_p90_s": 4.229,
"rtf_median": 0.3078,
"cost_usd_total": 0.08,
"cost_usd_per_hour": 0.5113,
"audio_minutes": 9.4
},
"voxtral|pa": {
"samples": 50,
"wer": 1.0162,
"cer": 0.889,
"wer_script_agnostic": 1.0162,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.217,
"latency_p90_s": 1.724,
"rtf_median": 0.1119,
"cost_usd_total": 0.0542,
"cost_usd_per_hour": 0.3465,
"audio_minutes": 9.4
},
"sarvam|ta": {
"samples": 97,
"wer": 0.2684,
"cer": 0.1104,
"wer_script_agnostic": 0.2684,
"wer_median": 0.2222,
"self_ref_rate": 0.0,
"latency_median_s": 1.078,
"latency_p90_s": 3.749,
"rtf_median": 0.0949,
"cost_usd_total": 0.1855,
"cost_usd_per_hour": 0.539,
"audio_minutes": 20.6
},
"sarvam-saaras|ta": {
"samples": 97,
"wer": 0.2271,
"cer": 0.0802,
"wer_script_agnostic": 0.2271,
"wer_median": 0.2,
"self_ref_rate": 0.0,
"latency_median_s": 1.127,
"latency_p90_s": 3.914,
"rtf_median": 0.0954,
"cost_usd_total": 0.1855,
"cost_usd_per_hour": 0.539,
"audio_minutes": 20.6
},
"sarvam-saaras-v4|ta": {
"samples": 97,
"wer": 0.2195,
"cer": 0.0772,
"wer_script_agnostic": 0.2195,
"wer_median": 0.1818,
"self_ref_rate": 0.0,
"latency_median_s": 0.601,
"latency_p90_s": 2.917,
"rtf_median": 0.0523,
"cost_usd_total": 0.1855,
"cost_usd_per_hour": 0.539,
"audio_minutes": 20.6
},
"whisper|ta": {
"samples": 100,
"wer": 0.5933,
"cer": 0.2094,
"wer_script_agnostic": 0.5933,
"wer_median": 0.5455,
"self_ref_rate": 0.0,
"latency_median_s": 3.005,
"latency_p90_s": 10.627,
"rtf_median": 0.2865,
"cost_usd_total": 0.1378,
"cost_usd_per_hour": 0.36,
"audio_minutes": 23.0
},
"gemini|ta": {
"samples": 50,
"wer": 0.2485,
"cer": 0.1031,
"wer_script_agnostic": 0.2485,
"wer_median": 0.1538,
"self_ref_rate": 0.0,
"latency_median_s": 3.4,
"latency_p90_s": 4.172,
"rtf_median": 0.2924,
"cost_usd_total": 0.0774,
"cost_usd_per_hour": 0.4101,
"audio_minutes": 11.3
},
"voxtral|ta": {
"samples": 50,
"wer": 0.7698,
"cer": 0.4167,
"wer_script_agnostic": 0.7698,
"wer_median": 0.6667,
"self_ref_rate": 0.0,
"latency_median_s": 1.368,
"latency_p90_s": 1.785,
"rtf_median": 0.1145,
"cost_usd_total": 0.0668,
"cost_usd_per_hour": 0.3539,
"audio_minutes": 11.3
},
"sarvam|te": {
"samples": 99,
"wer": 0.2195,
"cer": 0.0663,
"wer_script_agnostic": 0.2195,
"wer_median": 0.2,
"self_ref_rate": 0.0,
"latency_median_s": 1.041,
"latency_p90_s": 4.062,
"rtf_median": 0.1032,
"cost_usd_total": 0.1597,
"cost_usd_per_hour": 0.539,
"audio_minutes": 17.8
},
"sarvam-saaras|te": {
"samples": 99,
"wer": 0.1971,
"cer": 0.0576,
"wer_script_agnostic": 0.1971,
"wer_median": 0.1786,
"self_ref_rate": 0.0,
"latency_median_s": 1.075,
"latency_p90_s": 3.708,
"rtf_median": 0.1079,
"cost_usd_total": 0.1597,
"cost_usd_per_hour": 0.539,
"audio_minutes": 17.8
},
"sarvam-saaras-v4|te": {
"samples": 99,
"wer": 0.1607,
"cer": 0.04,
"wer_script_agnostic": 0.1607,
"wer_median": 0.1176,
"self_ref_rate": 0.0,
"latency_median_s": 0.585,
"latency_p90_s": 2.964,
"rtf_median": 0.0606,
"cost_usd_total": 0.1597,
"cost_usd_per_hour": 0.539,
"audio_minutes": 17.8
},
"whisper|te": {
"samples": 100,
"wer": 1.0532,
"cer": 0.7188,
"wer_script_agnostic": 1.0532,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 6.116,
"latency_p90_s": 14.765,
"rtf_median": 0.6283,
"cost_usd_total": 0.1098,
"cost_usd_per_hour": 0.36,
"audio_minutes": 18.3
},
"gemini|te": {
"samples": 50,
"wer": 0.1961,
"cer": 0.0436,
"wer_script_agnostic": 0.1961,
"wer_median": 0.1579,
"self_ref_rate": 0.0,
"latency_median_s": 3.185,
"latency_p90_s": 4.679,
"rtf_median": 0.3318,
"cost_usd_total": 0.0688,
"cost_usd_per_hour": 0.4586,
"audio_minutes": 9.0
},
"voxtral|te": {
"samples": 50,
"wer": 2.0838,
"cer": 1.4725,
"wer_script_agnostic": 2.0838,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 1.242,
"latency_p90_s": 2.254,
"rtf_median": 0.1269,
"cost_usd_total": 0.0537,
"cost_usd_per_hour": 0.3579,
"audio_minutes": 9.0
},
"sarvam|ur": {
"samples": 100,
"wer": 1.0154,
"cer": 0.8743,
"wer_script_agnostic": 1.0154,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.238,
"latency_p90_s": 3.761,
"rtf_median": 0.1315,
"cost_usd_total": 0.1426,
"cost_usd_per_hour": 0.539,
"audio_minutes": 15.9
},
"sarvam-saaras|ur": {
"samples": 100,
"wer": 1.007,
"cer": 0.8674,
"wer_script_agnostic": 1.007,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.183,
"latency_p90_s": 3.791,
"rtf_median": 0.1284,
"cost_usd_total": 0.1426,
"cost_usd_per_hour": 0.539,
"audio_minutes": 15.9
},
"sarvam-saaras-v4|ur": {
"samples": 100,
"wer": 0.5137,
"cer": 0.4101,
"wer_script_agnostic": 0.5137,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 0.592,
"latency_p90_s": 2.964,
"rtf_median": 0.0688,
"cost_usd_total": 0.1426,
"cost_usd_per_hour": 0.539,
"audio_minutes": 15.9
},
"whisper|ur": {
"samples": 100,
"wer": 0.2407,
"cer": 0.083,
"wer_script_agnostic": 0.2407,
"wer_median": 0.2424,
"self_ref_rate": 0.0,
"latency_median_s": 2.036,
"latency_p90_s": 3.343,
"rtf_median": 0.2091,
"cost_usd_total": 0.0953,
"cost_usd_per_hour": 0.3601,
"audio_minutes": 15.9
},
"gemini|ur": {
"samples": 50,
"wer": 0.1359,
"cer": 0.0428,
"wer_script_agnostic": 0.1359,
"wer_median": 0.1429,
"self_ref_rate": 0.0,
"latency_median_s": 3.3,
"latency_p90_s": 4.459,
"rtf_median": 0.3477,
"cost_usd_total": 0.0639,
"cost_usd_per_hour": 0.4666,
"audio_minutes": 8.2
},
"voxtral|ur": {
"samples": 50,
"wer": 0.8843,
"cer": 0.8048,
"wer_script_agnostic": 0.8843,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.255,
"latency_p90_s": 1.699,
"rtf_median": 0.1235,
"cost_usd_total": 0.0476,
"cost_usd_per_hour": 0.3479,
"audio_minutes": 8.2
},
"sarvam|hi-en": {
"samples": 3126,
"wer": 0.5476,
"cer": 0.5014,
"wer_script_agnostic": 0.5282,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 1.014,
"latency_p90_s": 3.655,
"rtf_median": 0.2099,
"cost_usd_total": 2.7663,
"cost_usd_per_hour": 0.539,
"audio_minutes": 307.9
},
"sarvam-saaras|hi-en": {
"samples": 3111,
"wer": 0.5416,
"cer": 0.5041,
"wer_script_agnostic": 0.5217,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 1.02,
"latency_p90_s": 3.665,
"rtf_median": 0.2117,
"cost_usd_total": 2.7543,
"cost_usd_per_hour": 0.539,
"audio_minutes": 306.6
},
"sarvam-saaras-v4|hi-en": {
"samples": 3127,
"wer": 0.5061,
"cer": 0.4699,
"wer_script_agnostic": 0.4899,
"wer_median": 0.5,
"self_ref_rate": 0.0,
"latency_median_s": 0.526,
"latency_p90_s": 2.83,
"rtf_median": 0.1132,
"cost_usd_total": 2.7678,
"cost_usd_per_hour": 0.539,
"audio_minutes": 308.1
},
"whisper|hi-en": {
"samples": 3129,
"wer": 0.5746,
"cer": 0.4765,
"wer_script_agnostic": 0.5514,
"wer_median": 0.5417,
"self_ref_rate": 0.0,
"latency_median_s": 1.942,
"latency_p90_s": 3.56,
"rtf_median": 0.3635,
"cost_usd_total": 1.8626,
"cost_usd_per_hour": 0.3601,
"audio_minutes": 310.4
},
"gemini|hi-en": {
"samples": 99,
"wer": 0.4906,
"cer": 0.4781,
"wer_script_agnostic": 0.4795,
"wer_median": 0.5294,
"self_ref_rate": 0.0,
"latency_median_s": 2.83,
"latency_p90_s": 3.887,
"rtf_median": 0.587,
"cost_usd_total": 0.076,
"cost_usd_per_hour": 0.4558,
"audio_minutes": 10.0
},
"voxtral|hi-en": {
"samples": 100,
"wer": 9.2611,
"cer": 9.6549,
"wer_script_agnostic": 9.2543,
"wer_median": 1.125,
"self_ref_rate": 0.0,
"latency_median_s": 1.237,
"latency_p90_s": 3.443,
"rtf_median": 0.2287,
"cost_usd_total": 0.0663,
"cost_usd_per_hour": 0.3949,
"audio_minutes": 10.1
},
"gpt-audio|hi-en": {
"samples": 100,
"wer": 1.0323,
"cer": 0.9865,
"wer_script_agnostic": 1.0298,
"wer_median": 1.0,
"self_ref_rate": 0.0,
"latency_median_s": 1.59,
"latency_p90_s": 3.037,
"rtf_median": 0.3236,
"cost_usd_total": 0.244,
"cost_usd_per_hour": 1.4531,
"audio_minutes": 10.1
},
"gpt-audio|hi": {
"samples": 232,
"wer": 0.3264,
"cer": 0.2602,
"wer_script_agnostic": 0.3121,
"wer_median": 0.2949,
"self_ref_rate": 0.0,
"latency_median_s": 2.289,
"latency_p90_s": 3.325,
"rtf_median": 0.1357,
"cost_usd_total": 1.4679,
"cost_usd_per_hour": 1.3598,
"audio_minutes": 64.8
}
},
"silver_caveat_providers": [
"gemini",
"sarvam",
"whisper"
],
"row_count": 31755,
"sample_count": 7385
}