{ "note": "same 150 tasks, same runtime check and blind AI judge (claude-opus-5-5) for every model; claude-opus-5-5 is the preregistered run, the others are replications run after it", "models": { "claude-opus-5-5": { "versionprobe_verified_closed_book": { "answered": 984, "items": 984, "item_acc": 0.5843, "item_ci": [ 55.3, 61.5 ], "pair_acc": 0.2663, "pair_ci": [ 22.9, 30.7 ], "acc_on_valid": 0.7276, "acc_on_invalid": 0.4411 }, "repair": { "tasks_scored": 143, "tasks_excluded": 7, "a": { "valid": 0.5874, "faithful": 0.9301, "success": 0.5664, "success_ci": [ 48.5, 64.5 ] }, "b": { "valid": 0.6993, "faithful": 0.8601, "success": 0.6014, "success_ci": [ 52.0, 67.8 ] }, "c": { "valid": 0.8042, "faithful": 0.8811, "success": 0.6853, "success_ci": [ 60.5, 75.6 ] }, "unchanged_answers": { "a": 0.0667, "b": 0.02, "c": 0.0 }, "mcnemar_c_vs_a": { "c_only": 29, "other_only": 12, "p": 0.0115 }, "mcnemar_c_vs_b": { "c_only": 21, "other_only": 9, "p": 0.0428 }, "strict_binding_success": { "a": 0.5594, "b": 0.5944, "c": 0.6853 } } }, "claude-fable-5-1": { "versionprobe_verified_closed_book": { "answered": 984, "items": 984, "item_acc": 0.565, "item_ci": [ 53.4, 59.6 ], "pair_acc": 0.2236, "pair_ci": [ 18.9, 26.2 ], "acc_on_valid": 0.7337, "acc_on_invalid": 0.3963 }, "repair": { "tasks_scored": 143, "tasks_excluded": 7, "a": { "valid": 0.5245, "faithful": 0.951, "success": 0.4965, "success_ci": [ 41.6, 57.7 ] }, "b": { "valid": 0.6713, "faithful": 0.9161, "success": 0.6224, "success_ci": [ 54.1, 69.8 ] }, "c": { "valid": 0.7902, "faithful": 0.8951, "success": 0.6993, "success_ci": [ 62.0, 76.8 ] }, "unchanged_answers": { "a": 0.1867, "b": 0.0467, "c": 0.0 }, "mcnemar_c_vs_a": { "c_only": 37, "other_only": 8, "p": 0.0 }, "mcnemar_c_vs_b": { "c_only": 21, "other_only": 10, "p": 0.0708 }, "strict_binding_success": { "a": 0.4825, "b": 0.6154, "c": 0.6993 } } }, "claude-haiku-5-5": { "versionprobe_verified_closed_book": { "answered": 984, "items": 984, "item_acc": 0.4959, "item_ci": [ 46.5, 52.7 ], "pair_acc": 0.0915, "pair_ci": [ 6.9, 12.0 ], "acc_on_valid": 0.7378, "acc_on_invalid": 0.2541 }, "repair": { "tasks_scored": 143, "tasks_excluded": 7, "a": { "valid": 0.0699, "faithful": 0.986, "success": 0.0699, "success_ci": [ 3.8, 12.4 ] }, "b": { "valid": 0.5455, "faithful": 0.8252, "success": 0.4615, "success_ci": [ 38.2, 54.3 ] }, "c": { "valid": 0.7832, "faithful": 0.8881, "success": 0.6853, "success_ci": [ 60.5, 75.6 ] }, "unchanged_answers": { "a": 0.8867, "b": 0.24, "c": 0.0 }, "mcnemar_c_vs_a": { "c_only": 90, "other_only": 2, "p": 0.0 }, "mcnemar_c_vs_b": { "c_only": 39, "other_only": 7, "p": 0.0 }, "strict_binding_success": { "a": 0.0699, "b": 0.4545, "c": 0.6853 } } }, "claude-sonnet-5-5": { "versionprobe_verified_closed_book": { "answered": 984, "items": 984, "item_acc": 0.5427, "item_ci": [ 51.1, 57.4 ], "pair_acc": 0.1829, "pair_ci": [ 15.1, 22.0 ], "acc_on_valid": 0.6728, "acc_on_invalid": 0.4126 }, "repair": { "tasks_scored": 143, "tasks_excluded": 7, "a": { "valid": 0.4406, "faithful": 0.9441, "success": 0.4196, "success_ci": [ 34.2, 50.2 ] }, "b": { "valid": 0.6294, "faithful": 0.8392, "success": 0.5664, "success_ci": [ 48.5, 64.5 ] }, "c": { "valid": 0.7902, "faithful": 0.8881, "success": 0.6923, "success_ci": [ 61.2, 76.2 ] }, "unchanged_answers": { "a": 0.2933, "b": 0.1067, "c": 0.0 }, "mcnemar_c_vs_a": { "c_only": 46, "other_only": 7, "p": 0.0 }, "mcnemar_c_vs_b": { "c_only": 26, "other_only": 8, "p": 0.0029 }, "strict_binding_success": { "a": 0.4126, "b": 0.5594, "c": 0.6923 } } } }, "pooled_c_vs_a": { "c_only": 202, "other_only": 29, "p": 0.0, "models_with_gain": 4, "note": "pooling treats model-task pairs as independent; indicative only" }, "pooled_c_vs_b": { "c_only": 107, "other_only": 34, "p": 0.0, "models_with_gain": 4, "note": "pooling treats model-task pairs as independent; indicative only" } }