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chore: sync EEE pipeline output [2026-04-06 05:29 UTC]

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  1. data/benchmarks/appworld_test_normal.json +2 -2
  2. data/benchmarks/browsecompplus.json +1 -1
  3. data/benchmarks/hfopenllm_v2.json +219 -219
  4. data/benchmarks/livecodebenchpro.json +3 -3
  5. data/benchmarks/reward-bench.json +130 -130
  6. data/benchmarks/swe-bench.json +2 -2
  7. data/benchmarks/tau-bench-2_airline.json +2 -2
  8. data/benchmarks/tau-bench-2_retail.json +2 -2
  9. data/benchmarks/tau-bench-2_telecom.json +2 -2
  10. data/benchmarks/terminal-bench-2.0.json +16 -16
  11. data/developers/ai2.json +4 -4
  12. data/developers/akjindal53244.json +5 -5
  13. data/developers/alibaba.json +1 -1
  14. data/developers/allenai.json +19 -19
  15. data/developers/amd.json +5 -5
  16. data/developers/anthropic.json +20 -20
  17. data/developers/arcee-ai.json +6 -6
  18. data/developers/bunnycore.json +6 -6
  19. data/developers/cir-ams.json +7 -7
  20. data/developers/cognitivecomputations.json +6 -6
  21. data/developers/daemontatox.json +11 -11
  22. data/developers/davielion.json +5 -5
  23. data/developers/deepmount00.json +6 -6
  24. data/developers/epistemeai.json +6 -6
  25. data/developers/etherll.json +6 -6
  26. data/developers/goekdeniz-guelmez.json +12 -12
  27. data/developers/google.json +14 -14
  28. data/developers/gunulhona.json +5 -5
  29. data/developers/huggingfacetb.json +6 -6
  30. data/developers/internlm.json +6 -6
  31. data/developers/jaspionjader.json +5 -5
  32. data/developers/leroydyer.json +6 -6
  33. data/developers/llmat.json +6 -6
  34. data/developers/magpie-align.json +6 -6
  35. data/developers/meta-llama.json +6 -6
  36. data/developers/microsoft.json +6 -6
  37. data/developers/minimax.json +1 -1
  38. data/developers/moonshot_ai.json +1 -1
  39. data/developers/nazimali.json +6 -6
  40. data/developers/nicolinho.json +6 -6
  41. data/developers/omkar1102.json +5 -5
  42. data/developers/ontocord.json +6 -6
  43. data/developers/openai.json +18 -18
  44. data/developers/openbmb.json +14 -14
  45. data/developers/pku-alignment.json +7 -7
  46. data/developers/primeintellect.json +4 -4
  47. data/developers/qingy2019.json +11 -11
  48. data/developers/ray2333.json +7 -7
  49. data/developers/replete-ai.json +5 -5
  50. data/developers/riaz.json +6 -6
data/benchmarks/appworld_test_normal.json CHANGED
@@ -5,7 +5,7 @@
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
- "appworld/test_normal": 0.66
9
  }
10
  },
11
  {
@@ -21,7 +21,7 @@
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
- "appworld/test_normal": 0.071
25
  }
26
  }
27
  ]
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
+ "appworld/test_normal": 0.68
9
  }
10
  },
11
  {
 
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
+ "appworld/test_normal": 0.0
25
  }
26
  }
27
  ]
data/benchmarks/browsecompplus.json CHANGED
@@ -21,7 +21,7 @@
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
- "browsecompplus": 0.46
25
  }
26
  }
27
  ]
 
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
+ "browsecompplus": 0.43
25
  }
26
  }
27
  ]
data/benchmarks/hfopenllm_v2.json CHANGED
@@ -3047,12 +3047,12 @@
3047
  "name": "AetherTOT",
3048
  "developer": "Daemontatox",
3049
  "scores": {
3050
- "IFEval": 0.4383,
3051
- "BBH": 0.5034,
3052
- "MATH Level 5": 0.1443,
3053
  "GPQA": 0.3238,
3054
- "MUSR": 0.4052,
3055
- "MMLU-PRO": 0.3778
3056
  }
3057
  },
3058
  {
@@ -3125,12 +3125,12 @@
3125
  "name": "DocumentCogito",
3126
  "developer": "Daemontatox",
3127
  "scores": {
3128
- "IFEval": 0.5064,
3129
- "BBH": 0.5112,
3130
- "MATH Level 5": 0.1631,
3131
- "GPQA": 0.3163,
3132
- "MUSR": 0.3973,
3133
- "MMLU-PRO": 0.3802
3134
  }
3135
  },
3136
  {
@@ -4009,12 +4009,12 @@
4009
  "name": "Llama-3.2-1B-SPIN-iter0",
4010
  "developer": "DavieLion",
4011
  "scores": {
4012
- "IFEval": 0.1507,
4013
- "BBH": 0.293,
4014
- "MATH Level 5": 0.0,
4015
- "GPQA": 0.2534,
4016
  "MUSR": 0.3565,
4017
- "MMLU-PRO": 0.1125
4018
  }
4019
  },
4020
  {
@@ -4321,12 +4321,12 @@
4321
  "name": "Llama-3.1-8b-ITA",
4322
  "developer": "DeepMount00",
4323
  "scores": {
4324
- "IFEval": 0.5365,
4325
- "BBH": 0.517,
4326
- "MATH Level 5": 0.1707,
4327
- "GPQA": 0.3062,
4328
- "MUSR": 0.4487,
4329
- "MMLU-PRO": 0.396
4330
  }
4331
  },
4332
  {
@@ -7025,12 +7025,12 @@
7025
  "name": "Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code-ds-auto",
7026
  "developer": "EpistemeAI",
7027
  "scores": {
7028
- "IFEval": 0.7305,
7029
- "BBH": 0.4649,
7030
- "MATH Level 5": 0.1397,
7031
- "GPQA": 0.2659,
7032
- "MUSR": 0.3209,
7033
- "MMLU-PRO": 0.348
7034
  }
7035
  },
7036
  {
@@ -7675,12 +7675,12 @@
7675
  "name": "Herplete-LLM-Llama-3.1-8b",
7676
  "developer": "Etherll",
7677
  "scores": {
7678
- "IFEval": 0.6106,
7679
- "BBH": 0.5347,
7680
- "MATH Level 5": 0.1548,
7681
- "GPQA": 0.3146,
7682
- "MUSR": 0.3991,
7683
- "MMLU-PRO": 0.3752
7684
  }
7685
  },
7686
  {
@@ -8455,12 +8455,12 @@
8455
  "name": "Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1",
8456
  "developer": "Goekdeniz-Guelmez",
8457
  "scores": {
8458
- "IFEval": 0.3417,
8459
- "BBH": 0.3292,
8460
- "MATH Level 5": 0.0023,
8461
- "GPQA": 0.2576,
8462
- "MUSR": 0.3249,
8463
- "MMLU-PRO": 0.1638
8464
  }
8465
  },
8466
  {
@@ -8572,12 +8572,12 @@
8572
  "name": "josie-7b-v6.0-step2000",
8573
  "developer": "Goekdeniz-Guelmez",
8574
  "scores": {
8575
- "IFEval": 0.7628,
8576
- "BBH": 0.5098,
8577
- "MATH Level 5": 0.0,
8578
- "GPQA": 0.2802,
8579
- "MUSR": 0.4579,
8580
- "MMLU-PRO": 0.4033
8581
  }
8582
  },
8583
  {
@@ -8728,12 +8728,12 @@
8728
  "name": "Gemma-Ko-Merge-PEFT",
8729
  "developer": "Gunulhona",
8730
  "scores": {
8731
- "IFEval": 0.288,
8732
- "BBH": 0.5154,
8733
  "MATH Level 5": 0.0,
8734
- "GPQA": 0.3247,
8735
- "MUSR": 0.408,
8736
- "MMLU-PRO": 0.3817
8737
  }
8738
  },
8739
  {
@@ -9170,12 +9170,12 @@
9170
  "name": "SmolLM2-360M-Instruct",
9171
  "developer": "HuggingFaceTB",
9172
  "scores": {
9173
- "IFEval": 0.083,
9174
- "BBH": 0.3053,
9175
- "MATH Level 5": 0.0083,
9176
- "GPQA": 0.2651,
9177
- "MUSR": 0.3423,
9178
- "MMLU-PRO": 0.1126
9179
  }
9180
  },
9181
  {
@@ -13057,12 +13057,12 @@
13057
  "name": "SpydazWeb_AI_HumanAI_012_INSTRUCT_XA",
13058
  "developer": "LeroyDyer",
13059
  "scores": {
13060
- "IFEval": 0.3579,
13061
- "BBH": 0.4477,
13062
- "MATH Level 5": 0.0423,
13063
- "GPQA": 0.3096,
13064
- "MUSR": 0.4134,
13065
- "MMLU-PRO": 0.2376
13066
  }
13067
  },
13068
  {
@@ -14305,12 +14305,12 @@
14305
  "name": "Llama-3-8B-Magpie-Align-v0.1",
14306
  "developer": "Magpie-Align",
14307
  "scores": {
14308
- "IFEval": 0.4027,
14309
- "BBH": 0.4789,
14310
- "MATH Level 5": 0.0461,
14311
- "GPQA": 0.2768,
14312
- "MUSR": 0.3087,
14313
- "MMLU-PRO": 0.3001
14314
  }
14315
  },
14316
  {
@@ -17204,12 +17204,12 @@
17204
  "name": "code-yi",
17205
  "developer": "Omkar1102",
17206
  "scores": {
17207
- "IFEval": 0.2148,
17208
- "BBH": 0.276,
17209
  "MATH Level 5": 0.0,
17210
- "GPQA": 0.2508,
17211
- "MUSR": 0.3802,
17212
- "MMLU-PRO": 0.1126
17213
  }
17214
  },
17215
  {
@@ -18141,11 +18141,11 @@
18141
  "developer": "PrimeIntellect",
18142
  "scores": {
18143
  "IFEval": 0.1757,
18144
- "BBH": 0.274,
18145
  "MATH Level 5": 0.0,
18146
- "GPQA": 0.25,
18147
- "MUSR": 0.3753,
18148
- "MMLU-PRO": 0.112
18149
  }
18150
  },
18151
  {
@@ -19986,12 +19986,12 @@
19986
  "name": "Replete-LLM-Qwen2-7b",
19987
  "developer": "Replete-AI",
19988
  "scores": {
19989
- "IFEval": 0.0905,
19990
- "BBH": 0.2985,
19991
  "MATH Level 5": 0.0,
19992
- "GPQA": 0.2534,
19993
- "MUSR": 0.3848,
19994
- "MMLU-PRO": 0.1158
19995
  }
19996
  },
19997
  {
@@ -21130,12 +21130,12 @@
21130
  "name": "L3-70B-Euryale-v2.1",
21131
  "developer": "Sao10K",
21132
  "scores": {
21133
- "IFEval": 0.7384,
21134
- "BBH": 0.6471,
21135
- "MATH Level 5": 0.2137,
21136
  "GPQA": 0.3314,
21137
- "MUSR": 0.4209,
21138
- "MMLU-PRO": 0.5104
21139
  }
21140
  },
21141
  {
@@ -25069,12 +25069,12 @@
25069
  "name": "Llama3.1-8B-Cobalt",
25070
  "developer": "ValiantLabs",
25071
  "scores": {
25072
- "IFEval": 0.7168,
25073
- "BBH": 0.4911,
25074
- "MATH Level 5": 0.1533,
25075
- "GPQA": 0.2861,
25076
- "MUSR": 0.3512,
25077
- "MMLU-PRO": 0.3663
25078
  }
25079
  },
25080
  {
@@ -25121,12 +25121,12 @@
25121
  "name": "Llama3.1-8B-ShiningValiant2",
25122
  "developer": "ValiantLabs",
25123
  "scores": {
25124
- "IFEval": 0.2678,
25125
- "BBH": 0.4429,
25126
- "MATH Level 5": 0.0521,
25127
- "GPQA": 0.302,
25128
- "MUSR": 0.3959,
25129
- "MMLU-PRO": 0.2927
25130
  }
25131
  },
25132
  {
@@ -25654,12 +25654,12 @@
25654
  "name": "Qwen2.5-14B-YOYO-1010",
25655
  "developer": "YOYO-AI",
25656
  "scores": {
25657
- "IFEval": 0.7905,
25658
- "BBH": 0.6406,
25659
- "MATH Level 5": 0.0,
25660
- "GPQA": 0.3163,
25661
- "MUSR": 0.4181,
25662
- "MMLU-PRO": 0.4944
25663
  }
25664
  },
25665
  {
@@ -26889,12 +26889,12 @@
26889
  "name": "Llama-3.1-Storm-8B",
26890
  "developer": "akjindal53244",
26891
  "scores": {
26892
- "IFEval": 0.8051,
26893
- "BBH": 0.5189,
26894
- "MATH Level 5": 0.1722,
26895
- "GPQA": 0.3263,
26896
  "MUSR": 0.4028,
26897
- "MMLU-PRO": 0.3803
26898
  }
26899
  },
26900
  {
@@ -26954,12 +26954,12 @@
26954
  "name": "Llama-3.1-Tulu-3-8B",
26955
  "developer": "allenai",
26956
  "scores": {
26957
- "IFEval": 0.8255,
26958
- "BBH": 0.4061,
26959
- "MATH Level 5": 0.2115,
26960
- "GPQA": 0.297,
26961
  "MUSR": 0.4175,
26962
- "MMLU-PRO": 0.2821
26963
  }
26964
  },
26965
  {
@@ -28449,11 +28449,11 @@
28449
  "name": "AMD-Llama-135m",
28450
  "developer": "amd",
28451
  "scores": {
28452
- "IFEval": 0.1842,
28453
- "BBH": 0.2974,
28454
- "MATH Level 5": 0.0053,
28455
- "GPQA": 0.2525,
28456
- "MUSR": 0.378,
28457
  "MMLU-PRO": 0.1169
28458
  }
28459
  },
@@ -28709,12 +28709,12 @@
28709
  "name": "Arcee-Spark",
28710
  "developer": "arcee-ai",
28711
  "scores": {
28712
- "IFEval": 0.5718,
28713
- "BBH": 0.5481,
28714
- "MATH Level 5": 0.114,
28715
- "GPQA": 0.3062,
28716
- "MUSR": 0.4008,
28717
- "MMLU-PRO": 0.3813
28718
  }
28719
  },
28720
  {
@@ -30360,12 +30360,12 @@
30360
  "name": "Llama-3.2-3B-Deep-Test",
30361
  "developer": "bunnycore",
30362
  "scores": {
30363
- "IFEval": 0.1775,
30364
- "BBH": 0.295,
30365
- "MATH Level 5": 0.0,
30366
- "GPQA": 0.2517,
30367
- "MUSR": 0.3647,
30368
- "MMLU-PRO": 0.1049
30369
  }
30370
  },
30371
  {
@@ -31647,12 +31647,12 @@
31647
  "name": "dolphin-2.9.2-Phi-3-Medium-abliterated",
31648
  "developer": "cognitivecomputations",
31649
  "scores": {
31650
- "IFEval": 0.4124,
31651
- "BBH": 0.6383,
31652
- "MATH Level 5": 0.182,
31653
- "GPQA": 0.3289,
31654
- "MUSR": 0.4349,
31655
- "MMLU-PRO": 0.4525
31656
  }
31657
  },
31658
  {
@@ -34663,12 +34663,12 @@
34663
  "name": "gemma-2-2b",
34664
  "developer": "Google",
34665
  "scores": {
34666
- "IFEval": 0.1993,
34667
- "BBH": 0.3656,
34668
- "MATH Level 5": 0.0287,
34669
  "GPQA": 0.2626,
34670
- "MUSR": 0.4232,
34671
- "MMLU-PRO": 0.218
34672
  }
34673
  },
34674
  {
@@ -37705,12 +37705,12 @@
37705
  "name": "Kosmos-EVAA-Fusion-8B",
37706
  "developer": "jaspionjader",
37707
  "scores": {
37708
- "IFEval": 0.4418,
37709
- "BBH": 0.5406,
37710
- "MATH Level 5": 0.1352,
37711
- "GPQA": 0.3062,
37712
  "MUSR": 0.4277,
37713
- "MMLU-PRO": 0.386
37714
  }
37715
  },
37716
  {
@@ -42359,12 +42359,12 @@
42359
  "name": "Mistral-v0.3-7B-ORPO",
42360
  "developer": "llmat",
42361
  "scores": {
42362
- "IFEval": 0.364,
42363
- "BBH": 0.4005,
42364
- "MATH Level 5": 0.0015,
42365
- "GPQA": 0.2693,
42366
- "MUSR": 0.3529,
42367
- "MMLU-PRO": 0.2301
42368
  }
42369
  },
42370
  {
@@ -43893,12 +43893,12 @@
43893
  "name": "Meta-Llama-3-8B-Instruct",
43894
  "developer": "meta-llama",
43895
  "scores": {
43896
- "IFEval": 0.7408,
43897
- "BBH": 0.4989,
43898
- "MATH Level 5": 0.0869,
43899
- "GPQA": 0.2592,
43900
- "MUSR": 0.3568,
43901
- "MMLU-PRO": 0.3664
43902
  }
43903
  },
43904
  {
@@ -43984,12 +43984,12 @@
43984
  "name": "Phi-3-mini-4k-instruct",
43985
  "developer": "microsoft",
43986
  "scores": {
43987
- "IFEval": 0.5477,
43988
- "BBH": 0.5491,
43989
- "MATH Level 5": 0.1639,
43990
- "GPQA": 0.3322,
43991
- "MUSR": 0.4284,
43992
- "MMLU-PRO": 0.4022
43993
  }
43994
  },
43995
  {
@@ -45076,12 +45076,12 @@
45076
  "name": "Mistral-Nemo-Kurdish-Instruct",
45077
  "developer": "nazimali",
45078
  "scores": {
45079
- "IFEval": 0.4964,
45080
- "BBH": 0.4699,
45081
- "MATH Level 5": 0.0045,
45082
- "GPQA": 0.2827,
45083
- "MUSR": 0.3979,
45084
- "MMLU-PRO": 0.3063
45085
  }
45086
  },
45087
  {
@@ -47611,12 +47611,12 @@
47611
  "name": "wide_3b_sft_stage1.1-ss1-with_generics_intr_math_stories.no_issue",
47612
  "developer": "ontocord",
47613
  "scores": {
47614
- "IFEval": 0.1128,
47615
- "BBH": 0.3171,
47616
- "MATH Level 5": 0.0113,
47617
- "GPQA": 0.2685,
47618
- "MUSR": 0.346,
47619
- "MMLU-PRO": 0.1129
47620
  }
47621
  },
47622
  {
@@ -50861,12 +50861,12 @@
50861
  "name": "Oracle-14B",
50862
  "developer": "qingy2019",
50863
  "scores": {
50864
- "IFEval": 0.2358,
50865
- "BBH": 0.4612,
50866
- "MATH Level 5": 0.0642,
50867
- "GPQA": 0.2576,
50868
- "MUSR": 0.3717,
50869
- "MMLU-PRO": 0.2382
50870
  }
50871
  },
50872
  {
@@ -50874,12 +50874,12 @@
50874
  "name": "Qwen2.5-Math-14B-Instruct",
50875
  "developer": "qingy2019",
50876
  "scores": {
50877
- "IFEval": 0.6066,
50878
- "BBH": 0.635,
50879
- "MATH Level 5": 0.3716,
50880
- "GPQA": 0.3725,
50881
  "MUSR": 0.4757,
50882
- "MMLU-PRO": 0.5331
50883
  }
50884
  },
50885
  {
@@ -51459,12 +51459,12 @@
51459
  "name": "FineLlama-3.1-8B",
51460
  "developer": "riaz",
51461
  "scores": {
51462
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51463
- "BBH": 0.4565,
51464
- "MATH Level 5": 0.0453,
51465
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51466
- "MUSR": 0.3776,
51467
- "MMLU-PRO": 0.2978
51468
  }
51469
  },
51470
  {
@@ -53201,12 +53201,12 @@
53201
  "name": "Qwenvergence-14B-v3-Reason",
53202
  "developer": "sometimesanotion",
53203
  "scores": {
53204
- "IFEval": 0.5278,
53205
- "BBH": 0.6557,
53206
- "MATH Level 5": 0.3119,
53207
- "GPQA": 0.3842,
53208
- "MUSR": 0.4754,
53209
- "MMLU-PRO": 0.5396
53210
  }
53211
  },
53212
  {
@@ -53500,12 +53500,12 @@
53500
  "name": "ChatWaifu_v2.0_22B",
53501
  "developer": "spow12",
53502
  "scores": {
53503
- "IFEval": 0.6511,
53504
- "BBH": 0.5926,
53505
- "MATH Level 5": 0.1858,
53506
- "GPQA": 0.3247,
53507
  "MUSR": 0.3842,
53508
- "MMLU-PRO": 0.3836
53509
  }
53510
  },
53511
  {
@@ -54345,12 +54345,12 @@
54345
  "name": "lambda-gemma-2-9b-dpo",
54346
  "developer": "tanliboy",
54347
  "scores": {
54348
- "IFEval": 0.1829,
54349
- "BBH": 0.5488,
54350
- "MATH Level 5": 0.0,
54351
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54352
- "MUSR": 0.4056,
54353
- "MMLU-PRO": 0.3805
54354
  }
54355
  },
54356
  {
@@ -56997,12 +56997,12 @@
56997
  "name": "BagelMIsteryTour-v2-8x7B",
56998
  "developer": "ycros",
56999
  "scores": {
57000
- "IFEval": 0.6262,
57001
- "BBH": 0.5142,
57002
- "MATH Level 5": 0.0937,
57003
- "GPQA": 0.3079,
57004
- "MUSR": 0.4138,
57005
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57006
  }
57007
  },
57008
  {
 
3047
  "name": "AetherTOT",
3048
  "developer": "Daemontatox",
3049
  "scores": {
3050
+ "IFEval": 0.4398,
3051
+ "BBH": 0.5066,
3052
+ "MATH Level 5": 0.1488,
3053
  "GPQA": 0.3238,
3054
+ "MUSR": 0.4079,
3055
+ "MMLU-PRO": 0.3804
3056
  }
3057
  },
3058
  {
 
3125
  "name": "DocumentCogito",
3126
  "developer": "Daemontatox",
3127
  "scores": {
3128
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3129
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3130
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3131
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3132
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3133
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3134
  }
3135
  },
3136
  {
 
4009
  "name": "Llama-3.2-1B-SPIN-iter0",
4010
  "developer": "DavieLion",
4011
  "scores": {
4012
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4013
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4014
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4015
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4016
  "MUSR": 0.3565,
4017
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4018
  }
4019
  },
4020
  {
 
4321
  "name": "Llama-3.1-8b-ITA",
4322
  "developer": "DeepMount00",
4323
  "scores": {
4324
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4325
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4326
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4327
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4328
+ "MUSR": 0.4136,
4329
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4330
  }
4331
  },
4332
  {
 
7025
  "name": "Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code-ds-auto",
7026
  "developer": "EpistemeAI",
7027
  "scores": {
7028
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7029
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7030
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7031
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7032
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7033
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7034
  }
7035
  },
7036
  {
 
7675
  "name": "Herplete-LLM-Llama-3.1-8b",
7676
  "developer": "Etherll",
7677
  "scores": {
7678
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7679
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7680
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7681
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7682
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7683
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7684
  }
7685
  },
7686
  {
 
8455
  "name": "Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1",
8456
  "developer": "Goekdeniz-Guelmez",
8457
  "scores": {
8458
+ "IFEval": 0.3472,
8459
+ "BBH": 0.3268,
8460
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8461
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8462
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8463
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8464
  }
8465
  },
8466
  {
 
8572
  "name": "josie-7b-v6.0-step2000",
8573
  "developer": "Goekdeniz-Guelmez",
8574
  "scores": {
8575
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8576
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8577
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8578
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8579
+ "MUSR": 0.4539,
8580
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8581
  }
8582
  },
8583
  {
 
8728
  "name": "Gemma-Ko-Merge-PEFT",
8729
  "developer": "Gunulhona",
8730
  "scores": {
8731
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8732
+ "BBH": 0.4863,
8733
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8734
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8735
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8736
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8737
  }
8738
  },
8739
  {
 
9170
  "name": "SmolLM2-360M-Instruct",
9171
  "developer": "HuggingFaceTB",
9172
  "scores": {
9173
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9174
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9175
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9176
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9177
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9178
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9179
  }
9180
  },
9181
  {
 
13057
  "name": "SpydazWeb_AI_HumanAI_012_INSTRUCT_XA",
13058
  "developer": "LeroyDyer",
13059
  "scores": {
13060
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13061
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13062
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13063
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13064
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13065
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13066
  }
13067
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13068
  {
 
14305
  "name": "Llama-3-8B-Magpie-Align-v0.1",
14306
  "developer": "Magpie-Align",
14307
  "scores": {
14308
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14309
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14310
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14311
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14312
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14313
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14314
  }
14315
  },
14316
  {
 
17204
  "name": "code-yi",
17205
  "developer": "Omkar1102",
17206
  "scores": {
17207
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17208
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17209
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17210
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17211
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17212
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17213
  }
17214
  },
17215
  {
 
18141
  "developer": "PrimeIntellect",
18142
  "scores": {
18143
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18144
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18145
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18146
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18147
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18148
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18149
  }
18150
  },
18151
  {
 
19986
  "name": "Replete-LLM-Qwen2-7b",
19987
  "developer": "Replete-AI",
19988
  "scores": {
19989
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19990
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19991
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19992
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19993
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19994
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19995
  }
19996
  },
19997
  {
 
21130
  "name": "L3-70B-Euryale-v2.1",
21131
  "developer": "Sao10K",
21132
  "scores": {
21133
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21134
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21135
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21136
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21137
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21138
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21139
  }
21140
  },
21141
  {
 
25069
  "name": "Llama3.1-8B-Cobalt",
25070
  "developer": "ValiantLabs",
25071
  "scores": {
25072
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25073
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25074
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25075
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25076
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25077
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25078
  }
25079
  },
25080
  {
 
25121
  "name": "Llama3.1-8B-ShiningValiant2",
25122
  "developer": "ValiantLabs",
25123
  "scores": {
25124
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25125
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25126
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25127
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25128
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25129
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25130
  }
25131
  },
25132
  {
 
25654
  "name": "Qwen2.5-14B-YOYO-1010",
25655
  "developer": "YOYO-AI",
25656
  "scores": {
25657
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25658
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25660
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25661
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25663
  }
25664
  },
25665
  {
 
26889
  "name": "Llama-3.1-Storm-8B",
26890
  "developer": "akjindal53244",
26891
  "scores": {
26892
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26893
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26894
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26895
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26896
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26897
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26898
  }
26899
  },
26900
  {
 
26954
  "name": "Llama-3.1-Tulu-3-8B",
26955
  "developer": "allenai",
26956
  "scores": {
26957
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26958
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26959
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26960
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26961
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26962
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26963
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26964
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26965
  {
 
28449
  "name": "AMD-Llama-135m",
28450
  "developer": "amd",
28451
  "scores": {
28452
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28453
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28454
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28456
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28457
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28458
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28459
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28709
  "name": "Arcee-Spark",
28710
  "developer": "arcee-ai",
28711
  "scores": {
28712
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28713
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28714
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28715
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28716
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28717
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28718
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28719
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28720
  {
 
30360
  "name": "Llama-3.2-3B-Deep-Test",
30361
  "developer": "bunnycore",
30362
  "scores": {
30363
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30364
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30365
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30366
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30367
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30368
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30369
  }
30370
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30371
  {
 
31647
  "name": "dolphin-2.9.2-Phi-3-Medium-abliterated",
31648
  "developer": "cognitivecomputations",
31649
  "scores": {
31650
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31651
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31652
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31653
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31654
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31655
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31656
  }
31657
  },
31658
  {
 
34663
  "name": "gemma-2-2b",
34664
  "developer": "Google",
34665
  "scores": {
34666
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34667
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34668
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34669
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34670
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34671
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34672
  }
34673
  },
34674
  {
 
37705
  "name": "Kosmos-EVAA-Fusion-8B",
37706
  "developer": "jaspionjader",
37707
  "scores": {
37708
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37709
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37710
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37711
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37712
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37713
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37714
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37715
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37716
  {
 
42359
  "name": "Mistral-v0.3-7B-ORPO",
42360
  "developer": "llmat",
42361
  "scores": {
42362
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42363
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42364
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42365
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42366
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42367
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42368
  }
42369
  },
42370
  {
 
43893
  "name": "Meta-Llama-3-8B-Instruct",
43894
  "developer": "meta-llama",
43895
  "scores": {
43896
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43897
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43898
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43899
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43900
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43901
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43902
  }
43903
  },
43904
  {
 
43984
  "name": "Phi-3-mini-4k-instruct",
43985
  "developer": "microsoft",
43986
  "scores": {
43987
+ "IFEval": 0.5613,
43988
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43989
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43990
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43991
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43992
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43993
  }
43994
  },
43995
  {
 
45076
  "name": "Mistral-Nemo-Kurdish-Instruct",
45077
  "developer": "nazimali",
45078
  "scores": {
45079
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45080
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45081
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45082
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45083
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45084
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45085
  }
45086
  },
45087
  {
 
47611
  "name": "wide_3b_sft_stage1.1-ss1-with_generics_intr_math_stories.no_issue",
47612
  "developer": "ontocord",
47613
  "scores": {
47614
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47615
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47617
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47618
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47619
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47620
  }
47621
  },
47622
  {
 
50861
  "name": "Oracle-14B",
50862
  "developer": "qingy2019",
50863
  "scores": {
50864
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50865
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50867
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50868
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50870
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50871
  },
50872
  {
 
50874
  "name": "Qwen2.5-Math-14B-Instruct",
50875
  "developer": "qingy2019",
50876
  "scores": {
50877
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50878
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50879
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50880
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50881
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50882
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50883
  }
50884
  },
50885
  {
 
51459
  "name": "FineLlama-3.1-8B",
51460
  "developer": "riaz",
51461
  "scores": {
51462
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51463
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51464
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51465
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51466
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51467
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51468
  }
51469
  },
51470
  {
 
53201
  "name": "Qwenvergence-14B-v3-Reason",
53202
  "developer": "sometimesanotion",
53203
  "scores": {
53204
+ "IFEval": 0.5367,
53205
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53206
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53207
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53208
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53209
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53210
  }
53211
  },
53212
  {
 
53500
  "name": "ChatWaifu_v2.0_22B",
53501
  "developer": "spow12",
53502
  "scores": {
53503
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53504
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53505
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53506
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53507
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53508
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53509
  }
53510
  },
53511
  {
 
54345
  "name": "lambda-gemma-2-9b-dpo",
54346
  "developer": "tanliboy",
54347
  "scores": {
54348
+ "IFEval": 0.4501,
54349
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54350
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54351
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54352
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54353
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54354
  }
54355
  },
54356
  {
 
56997
  "name": "BagelMIsteryTour-v2-8x7B",
56998
  "developer": "ycros",
56999
  "scores": {
57000
+ "IFEval": 0.5994,
57001
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57002
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57003
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57004
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57005
+ "MMLU-PRO": 0.3473
57006
  }
57007
  },
57008
  {
data/benchmarks/livecodebenchpro.json CHANGED
@@ -255,9 +255,9 @@
255
  "name": "o4-mini-2025-04-16",
256
  "developer": "OpenAI",
257
  "scores": {
258
- "Hard Problems": 0.014084507042253521,
259
- "Medium Problems": 0.30985915492957744,
260
- "Easy Problems": 0.8873239436619719
261
  }
262
  },
263
  {
 
255
  "name": "o4-mini-2025-04-16",
256
  "developer": "OpenAI",
257
  "scores": {
258
+ "Hard Problems": 0.0143,
259
+ "Medium Problems": 0.2923,
260
+ "Easy Problems": 0.8571
261
  }
262
  },
263
  {
data/benchmarks/reward-bench.json CHANGED
@@ -81,17 +81,17 @@
81
  "name": "CIR-AMS/BTRM_Qwen2_7b_0613",
82
  "developer": "CIR-AMS",
83
  "scores": {
84
- "Score": 0.8172,
 
 
 
 
 
85
  "Factuality": 0.5347,
86
  "Precise IF": 0.3563,
87
  "Math": 0.6066,
88
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89
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90
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91
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92
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93
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94
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95
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96
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97
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@@ -609,17 +609,17 @@
609
  "name": "PKU-Alignment/beaver-7b-v1.0-cost",
610
  "developer": "PKU-Alignment",
611
  "scores": {
612
- "Score": 0.5798,
 
 
 
 
 
613
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614
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615
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616
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617
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618
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619
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620
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621
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622
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623
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624
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625
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@@ -938,17 +938,17 @@
938
  "name": "Ray2333/GRM-llama3-8B-distill",
939
  "developer": "Ray2333",
940
  "scores": {
941
- "Score": 0.589,
942
- "Chat": 0.9832,
943
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944
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945
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946
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947
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948
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949
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950
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951
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952
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953
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954
  {
@@ -1139,16 +1139,16 @@
1139
  "name": "Skywork/Skywork-Reward-Gemma-2-27B",
1140
  "developer": "Skywork",
1141
  "scores": {
1142
- "Score": 0.938,
 
 
 
 
1143
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1144
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1145
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1146
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1147
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1148
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1149
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1150
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1151
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1152
  }
1153
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1154
  {
@@ -1173,16 +1173,16 @@
1173
  "name": "Skywork/Skywork-Reward-Llama-3.1-8B",
1174
  "developer": "Skywork",
1175
  "scores": {
1176
- "Score": 0.7314,
1177
- "Chat": 0.9581,
1178
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1179
- "Safety": 0.9333,
1180
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1181
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1182
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1183
  "Math": 0.6284,
 
1184
  "Focus": 0.9616,
1185
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1186
  }
1187
  },
1188
  {
@@ -1305,16 +1305,16 @@
1305
  "name": "Skywork/Skywork-VL-Reward-7B",
1306
  "developer": "Skywork",
1307
  "scores": {
1308
- "Score": 0.9007,
 
 
 
 
1309
  "Factuality": 0.6063,
1310
  "Precise IF": 0.35,
1311
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1312
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1313
  "Focus": 0.8909,
1314
- "Ties": 0.7586,
1315
- "Chat": 0.8994,
1316
- "Chat Hard": 0.875,
1317
- "Reasoning": 0.9176
1318
  }
1319
  },
1320
  {
@@ -1379,10 +1379,10 @@
1379
  "name": "ai2/tulu-2-7b-rm-v0-nectar-binarized-3.8m-check...",
1380
  "developer": "AI2",
1381
  "scores": {
1382
- "Score": 0.6924,
1383
- "Chat": 0.9441,
1384
- "Chat Hard": 0.3575,
1385
- "Safety": 0.7757
1386
  }
1387
  },
1388
  {
@@ -1477,17 +1477,17 @@
1477
  "name": "allenai/Llama-3.1-Tulu-3-70B-SFT-RM-RB2",
1478
  "developer": "allenai",
1479
  "scores": {
1480
- "Score": 0.722,
1481
- "Chat": 0.9693,
1482
- "Chat Hard": 0.8268,
1483
- "Safety": 0.8689,
1484
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1485
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1486
  "Factuality": 0.8084,
1487
  "Precise IF": 0.3688,
1488
  "Math": 0.6776,
 
1489
  "Focus": 0.7778,
1490
- "Ties": 0.8308
 
 
 
 
1491
  }
1492
  },
1493
  {
@@ -1495,17 +1495,17 @@
1495
  "name": "allenai/Llama-3.1-Tulu-3-8B-DPO-RM-RB2",
1496
  "developer": "allenai",
1497
  "scores": {
1498
- "Score": 0.8431,
 
 
 
 
 
1499
  "Factuality": 0.7516,
1500
  "Precise IF": 0.3875,
1501
  "Math": 0.6284,
1502
- "Safety": 0.8662,
1503
  "Focus": 0.8545,
1504
- "Ties": 0.6397,
1505
- "Chat": 0.9553,
1506
- "Chat Hard": 0.761,
1507
- "Reasoning": 0.7898,
1508
- "Prior Sets (0.5 weight)": 0.0
1509
  }
1510
  },
1511
  {
@@ -3486,17 +3486,17 @@
3486
  "name": "Claude 3 Haiku 20240307",
3487
  "developer": "Anthropic",
3488
  "scores": {
3489
- "Score": 0.3711,
3490
- "Chat": 0.9274,
3491
- "Chat Hard": 0.5197,
3492
- "Safety": 0.595,
3493
- "Reasoning": 0.706,
3494
- "Prior Sets (0.5 weight)": 0.6635,
3495
  "Factuality": 0.4042,
3496
  "Precise IF": 0.2812,
3497
  "Math": 0.3552,
 
3498
  "Focus": 0.501,
3499
- "Ties": 0.0899
 
 
 
 
3500
  }
3501
  },
3502
  {
@@ -3504,16 +3504,16 @@
3504
  "name": "Claude 3 Opus 20240229",
3505
  "developer": "Anthropic",
3506
  "scores": {
3507
- "Score": 0.8008,
 
 
 
 
3508
  "Factuality": 0.5389,
3509
  "Precise IF": 0.3312,
3510
  "Math": 0.5137,
3511
- "Safety": 0.8662,
3512
  "Focus": 0.6646,
3513
- "Ties": 0.5601,
3514
- "Chat": 0.9469,
3515
- "Chat Hard": 0.6031,
3516
- "Reasoning": 0.7868
3517
  }
3518
  },
3519
  {
@@ -3801,16 +3801,16 @@
3801
  "name": "internlm/internlm2-1_8b-reward",
3802
  "developer": "internlm",
3803
  "scores": {
3804
- "Score": 0.8217,
 
 
 
 
3805
  "Factuality": 0.2758,
3806
  "Precise IF": 0.3625,
3807
  "Math": 0.4426,
3808
- "Safety": 0.8162,
3809
  "Focus": 0.596,
3810
- "Ties": 0.1934,
3811
- "Chat": 0.9358,
3812
- "Chat Hard": 0.6623,
3813
- "Reasoning": 0.8724
3814
  }
3815
  },
3816
  {
@@ -4014,16 +4014,16 @@
4014
  "name": "nicolinho/QRM-Gemma-2-27B",
4015
  "developer": "nicolinho",
4016
  "scores": {
4017
- "Score": 0.9444,
 
 
 
 
4018
  "Factuality": 0.7853,
4019
  "Precise IF": 0.3719,
4020
  "Math": 0.6995,
4021
- "Safety": 0.927,
4022
  "Focus": 0.9535,
4023
- "Ties": 0.8321,
4024
- "Chat": 0.9665,
4025
- "Chat Hard": 0.9013,
4026
- "Reasoning": 0.9826
4027
  }
4028
  },
4029
  {
@@ -4219,16 +4219,16 @@
4219
  "name": "GPT-4o mini 2024-07-18",
4220
  "developer": "OpenAI",
4221
  "scores": {
4222
- "Score": 0.5796,
4223
- "Chat": 0.9497,
4224
- "Chat Hard": 0.6075,
4225
- "Safety": 0.7667,
4226
- "Reasoning": 0.8374,
4227
  "Factuality": 0.4105,
4228
  "Precise IF": 0.3438,
4229
  "Math": 0.5191,
 
4230
  "Focus": 0.7414,
4231
- "Ties": 0.6962
 
 
 
4232
  }
4233
  },
4234
  {
@@ -4249,17 +4249,17 @@
4249
  "name": "openbmb/Eurus-RM-7b",
4250
  "developer": "openbmb",
4251
  "scores": {
4252
- "Score": 0.8159,
 
 
 
 
 
4253
  "Factuality": 0.6,
4254
  "Precise IF": 0.3438,
4255
  "Math": 0.5683,
4256
- "Safety": 0.8135,
4257
  "Focus": 0.7475,
4258
- "Ties": 0.5972,
4259
- "Chat": 0.9804,
4260
- "Chat Hard": 0.6557,
4261
- "Reasoning": 0.8633,
4262
- "Prior Sets (0.5 weight)": 0.7172
4263
  }
4264
  },
4265
  {
@@ -4280,17 +4280,17 @@
4280
  "name": "openbmb/UltraRM-13b",
4281
  "developer": "openbmb",
4282
  "scores": {
4283
- "Score": 0.4683,
4284
- "Chat": 0.9637,
4285
- "Chat Hard": 0.5548,
4286
- "Safety": 0.5089,
4287
- "Reasoning": 0.6244,
4288
- "Prior Sets (0.5 weight)": 0.7294,
4289
  "Factuality": 0.5063,
4290
  "Precise IF": 0.3312,
4291
  "Math": 0.5519,
 
4292
  "Focus": 0.6081,
4293
- "Ties": 0.3036
 
 
 
 
4294
  }
4295
  },
4296
  {
@@ -4370,17 +4370,17 @@
4370
  "name": "sfairXC/FsfairX-LLaMA3-RM-v0.1",
4371
  "developer": "sfairXC",
4372
  "scores": {
4373
- "Score": 0.8338,
 
 
 
 
 
4374
  "Factuality": 0.5916,
4375
  "Precise IF": 0.4188,
4376
  "Math": 0.6284,
4377
- "Safety": 0.8676,
4378
  "Focus": 0.7051,
4379
- "Ties": 0.6647,
4380
- "Chat": 0.9944,
4381
- "Chat Hard": 0.6513,
4382
- "Reasoning": 0.8644,
4383
- "Prior Sets (0.5 weight)": 0.7492
4384
  }
4385
  },
4386
  {
@@ -4492,17 +4492,17 @@
4492
  "name": "weqweasdas/RM-Gemma-2B",
4493
  "developer": "weqweasdas",
4494
  "scores": {
4495
- "Score": 0.3057,
4496
- "Chat": 0.9441,
4497
- "Chat Hard": 0.4079,
4498
- "Safety": 0.3311,
4499
- "Reasoning": 0.7637,
4500
- "Prior Sets (0.5 weight)": 0.6652,
4501
  "Factuality": 0.3705,
4502
  "Precise IF": 0.2812,
4503
  "Math": 0.4317,
 
4504
  "Focus": 0.2343,
4505
- "Ties": 0.1851
 
 
 
 
4506
  }
4507
  },
4508
  {
@@ -4541,17 +4541,17 @@
4541
  "name": "weqweasdas/RM-Mistral-7B",
4542
  "developer": "weqweasdas",
4543
  "scores": {
4544
- "Score": 0.596,
4545
- "Chat": 0.9665,
4546
- "Chat Hard": 0.6053,
4547
- "Safety": 0.6911,
4548
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4549
- "Prior Sets (0.5 weight)": 0.753,
4550
  "Factuality": 0.5937,
4551
  "Precise IF": 0.3438,
4552
  "Math": 0.5956,
 
4553
  "Focus": 0.7293,
4554
- "Ties": 0.6226
 
 
 
 
4555
  }
4556
  },
4557
  {
@@ -4559,17 +4559,17 @@
4559
  "name": "weqweasdas/hh_rlhf_rm_open_llama_3b",
4560
  "developer": "weqweasdas",
4561
  "scores": {
4562
- "Score": 0.5027,
 
 
 
 
 
4563
  "Factuality": 0.3642,
4564
  "Precise IF": 0.275,
4565
  "Math": 0.3497,
4566
- "Safety": 0.4149,
4567
  "Focus": 0.2384,
4568
- "Ties": 0.0315,
4569
- "Chat": 0.8184,
4570
- "Chat Hard": 0.3728,
4571
- "Reasoning": 0.3281,
4572
- "Prior Sets (0.5 weight)": 0.6564
4573
  }
4574
  }
4575
  ]
 
81
  "name": "CIR-AMS/BTRM_Qwen2_7b_0613",
82
  "developer": "CIR-AMS",
83
  "scores": {
84
+ "Score": 0.5736,
85
+ "Chat": 0.9749,
86
+ "Chat Hard": 0.5724,
87
+ "Safety": 0.7178,
88
+ "Reasoning": 0.8775,
89
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90
  "Factuality": 0.5347,
91
  "Precise IF": 0.3563,
92
  "Math": 0.6066,
 
93
  "Focus": 0.5737,
94
+ "Ties": 0.6527
 
 
 
 
95
  }
96
  },
97
  {
 
609
  "name": "PKU-Alignment/beaver-7b-v1.0-cost",
610
  "developer": "PKU-Alignment",
611
  "scores": {
612
+ "Score": 0.3332,
613
+ "Chat": 0.6173,
614
+ "Chat Hard": 0.4232,
615
+ "Safety": 0.7589,
616
+ "Reasoning": 0.5482,
617
+ "Prior Sets (0.5 weight)": 0.57,
618
  "Factuality": 0.3263,
619
  "Precise IF": 0.2313,
620
  "Math": 0.3989,
 
621
  "Focus": 0.2939,
622
+ "Ties": -0.01
 
 
 
 
623
  }
624
  },
625
  {
 
938
  "name": "Ray2333/GRM-llama3-8B-distill",
939
  "developer": "Ray2333",
940
  "scores": {
941
+ "Score": 0.8464,
 
 
 
 
 
942
  "Factuality": 0.5874,
943
  "Precise IF": 0.3875,
944
  "Math": 0.5902,
945
+ "Safety": 0.8676,
946
  "Focus": 0.6727,
947
+ "Ties": 0.5743,
948
+ "Chat": 0.9832,
949
+ "Chat Hard": 0.6842,
950
+ "Reasoning": 0.9133,
951
+ "Prior Sets (0.5 weight)": 0.7209
952
  }
953
  },
954
  {
 
1139
  "name": "Skywork/Skywork-Reward-Gemma-2-27B",
1140
  "developer": "Skywork",
1141
  "scores": {
1142
+ "Score": 0.7576,
1143
+ "Chat": 0.9581,
1144
+ "Chat Hard": 0.9145,
1145
+ "Safety": 0.9422,
1146
+ "Reasoning": 0.9606,
1147
  "Factuality": 0.7368,
1148
  "Precise IF": 0.4031,
1149
  "Math": 0.7049,
 
1150
  "Focus": 0.9323,
1151
+ "Ties": 0.8261
 
 
 
1152
  }
1153
  },
1154
  {
 
1173
  "name": "Skywork/Skywork-Reward-Llama-3.1-8B",
1174
  "developer": "Skywork",
1175
  "scores": {
1176
+ "Score": 0.9252,
 
 
 
 
1177
  "Factuality": 0.6989,
1178
  "Precise IF": 0.425,
1179
  "Math": 0.6284,
1180
+ "Safety": 0.9081,
1181
  "Focus": 0.9616,
1182
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1183
+ "Chat": 0.9581,
1184
+ "Chat Hard": 0.8728,
1185
+ "Reasoning": 0.962
1186
  }
1187
  },
1188
  {
 
1305
  "name": "Skywork/Skywork-VL-Reward-7B",
1306
  "developer": "Skywork",
1307
  "scores": {
1308
+ "Score": 0.6885,
1309
+ "Chat": 0.8994,
1310
+ "Chat Hard": 0.875,
1311
+ "Safety": 0.8911,
1312
+ "Reasoning": 0.9176,
1313
  "Factuality": 0.6063,
1314
  "Precise IF": 0.35,
1315
  "Math": 0.6339,
 
1316
  "Focus": 0.8909,
1317
+ "Ties": 0.7586
 
 
 
1318
  }
1319
  },
1320
  {
 
1379
  "name": "ai2/tulu-2-7b-rm-v0-nectar-binarized-3.8m-check...",
1380
  "developer": "AI2",
1381
  "scores": {
1382
+ "Score": 0.6895,
1383
+ "Chat": 0.9385,
1384
+ "Chat Hard": 0.3706,
1385
+ "Safety": 0.7595
1386
  }
1387
  },
1388
  {
 
1477
  "name": "allenai/Llama-3.1-Tulu-3-70B-SFT-RM-RB2",
1478
  "developer": "allenai",
1479
  "scores": {
1480
+ "Score": 0.8892,
 
 
 
 
 
1481
  "Factuality": 0.8084,
1482
  "Precise IF": 0.3688,
1483
  "Math": 0.6776,
1484
+ "Safety": 0.9027,
1485
  "Focus": 0.7778,
1486
+ "Ties": 0.8308,
1487
+ "Chat": 0.9693,
1488
+ "Chat Hard": 0.8268,
1489
+ "Reasoning": 0.8583,
1490
+ "Prior Sets (0.5 weight)": 0.0
1491
  }
1492
  },
1493
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1495
  "name": "allenai/Llama-3.1-Tulu-3-8B-DPO-RM-RB2",
1496
  "developer": "allenai",
1497
  "scores": {
1498
+ "Score": 0.687,
1499
+ "Chat": 0.9553,
1500
+ "Chat Hard": 0.761,
1501
+ "Safety": 0.86,
1502
+ "Reasoning": 0.7898,
1503
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1504
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1505
  "Precise IF": 0.3875,
1506
  "Math": 0.6284,
 
1507
  "Focus": 0.8545,
1508
+ "Ties": 0.6397
 
 
 
 
1509
  }
1510
  },
1511
  {
 
3486
  "name": "Claude 3 Haiku 20240307",
3487
  "developer": "Anthropic",
3488
  "scores": {
3489
+ "Score": 0.7289,
 
 
 
 
 
3490
  "Factuality": 0.4042,
3491
  "Precise IF": 0.2812,
3492
  "Math": 0.3552,
3493
+ "Safety": 0.7953,
3494
  "Focus": 0.501,
3495
+ "Ties": 0.0899,
3496
+ "Chat": 0.9274,
3497
+ "Chat Hard": 0.5197,
3498
+ "Reasoning": 0.706,
3499
+ "Prior Sets (0.5 weight)": 0.6635
3500
  }
3501
  },
3502
  {
 
3504
  "name": "Claude 3 Opus 20240229",
3505
  "developer": "Anthropic",
3506
  "scores": {
3507
+ "Score": 0.5744,
3508
+ "Chat": 0.9469,
3509
+ "Chat Hard": 0.6031,
3510
+ "Safety": 0.8378,
3511
+ "Reasoning": 0.7868,
3512
  "Factuality": 0.5389,
3513
  "Precise IF": 0.3312,
3514
  "Math": 0.5137,
 
3515
  "Focus": 0.6646,
3516
+ "Ties": 0.5601
 
 
 
3517
  }
3518
  },
3519
  {
 
3801
  "name": "internlm/internlm2-1_8b-reward",
3802
  "developer": "internlm",
3803
  "scores": {
3804
+ "Score": 0.3902,
3805
+ "Chat": 0.9358,
3806
+ "Chat Hard": 0.6623,
3807
+ "Safety": 0.4711,
3808
+ "Reasoning": 0.8724,
3809
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3810
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3811
  "Math": 0.4426,
 
3812
  "Focus": 0.596,
3813
+ "Ties": 0.1934
 
 
 
3814
  }
3815
  },
3816
  {
 
4014
  "name": "nicolinho/QRM-Gemma-2-27B",
4015
  "developer": "nicolinho",
4016
  "scores": {
4017
+ "Score": 0.7667,
4018
+ "Chat": 0.9665,
4019
+ "Chat Hard": 0.9013,
4020
+ "Safety": 0.9578,
4021
+ "Reasoning": 0.9826,
4022
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4023
  "Precise IF": 0.3719,
4024
  "Math": 0.6995,
 
4025
  "Focus": 0.9535,
4026
+ "Ties": 0.8321
 
 
 
4027
  }
4028
  },
4029
  {
 
4219
  "name": "GPT-4o mini 2024-07-18",
4220
  "developer": "OpenAI",
4221
  "scores": {
4222
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4223
  "Factuality": 0.4105,
4224
  "Precise IF": 0.3438,
4225
  "Math": 0.5191,
4226
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4227
  "Focus": 0.7414,
4228
+ "Ties": 0.6962,
4229
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4230
+ "Chat Hard": 0.6075,
4231
+ "Reasoning": 0.8374
4232
  }
4233
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4234
  {
 
4249
  "name": "openbmb/Eurus-RM-7b",
4250
  "developer": "openbmb",
4251
  "scores": {
4252
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4253
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4254
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4256
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4258
  "Factuality": 0.6,
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4260
  "Math": 0.5683,
 
4261
  "Focus": 0.7475,
4262
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4263
  }
4264
  },
4265
  {
 
4280
  "name": "openbmb/UltraRM-13b",
4281
  "developer": "openbmb",
4282
  "scores": {
4283
+ "Score": 0.6903,
 
 
 
 
 
4284
  "Factuality": 0.5063,
4285
  "Precise IF": 0.3312,
4286
  "Math": 0.5519,
4287
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4292
+ "Reasoning": 0.6244,
4293
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4294
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4295
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4296
  {
 
4370
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4371
  "developer": "sfairXC",
4372
  "scores": {
4373
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4376
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+ "Reasoning": 0.8644,
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4379
  "Factuality": 0.5916,
4380
  "Precise IF": 0.4188,
4381
  "Math": 0.6284,
 
4382
  "Focus": 0.7051,
4383
+ "Ties": 0.6647
 
 
 
 
4384
  }
4385
  },
4386
  {
 
4492
  "name": "weqweasdas/RM-Gemma-2B",
4493
  "developer": "weqweasdas",
4494
  "scores": {
4495
+ "Score": 0.6549,
 
 
 
 
 
4496
  "Factuality": 0.3705,
4497
  "Precise IF": 0.2812,
4498
  "Math": 0.4317,
4499
+ "Safety": 0.4986,
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  "Focus": 0.2343,
4501
+ "Ties": 0.1851,
4502
+ "Chat": 0.9441,
4503
+ "Chat Hard": 0.4079,
4504
+ "Reasoning": 0.7637,
4505
+ "Prior Sets (0.5 weight)": 0.6652
4506
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4507
  },
4508
  {
 
4541
  "name": "weqweasdas/RM-Mistral-7B",
4542
  "developer": "weqweasdas",
4543
  "scores": {
4544
+ "Score": 0.7982,
 
 
 
 
 
4545
  "Factuality": 0.5937,
4546
  "Precise IF": 0.3438,
4547
  "Math": 0.5956,
4548
+ "Safety": 0.8703,
4549
  "Focus": 0.7293,
4550
+ "Ties": 0.6226,
4551
+ "Chat": 0.9665,
4552
+ "Chat Hard": 0.6053,
4553
+ "Reasoning": 0.7736,
4554
+ "Prior Sets (0.5 weight)": 0.753
4555
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4556
  },
4557
  {
 
4559
  "name": "weqweasdas/hh_rlhf_rm_open_llama_3b",
4560
  "developer": "weqweasdas",
4561
  "scores": {
4562
+ "Score": 0.2498,
4563
+ "Chat": 0.8184,
4564
+ "Chat Hard": 0.3728,
4565
+ "Safety": 0.24,
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+ "Reasoning": 0.3281,
4567
+ "Prior Sets (0.5 weight)": 0.6564,
4568
  "Factuality": 0.3642,
4569
  "Precise IF": 0.275,
4570
  "Math": 0.3497,
 
4571
  "Focus": 0.2384,
4572
+ "Ties": 0.0315
 
 
 
 
4573
  }
4574
  }
4575
  ]
data/benchmarks/swe-bench.json CHANGED
@@ -5,7 +5,7 @@
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
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  "scores": {
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11
  {
@@ -21,7 +21,7 @@
21
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22
  "developer": "OpenAI",
23
  "scores": {
24
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  }
26
  }
27
  ]
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
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9
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10
  },
11
  {
 
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
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25
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26
  }
27
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data/benchmarks/tau-bench-2_airline.json CHANGED
@@ -5,7 +5,7 @@
5
  "name": "claude-opus-4-5",
6
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11
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13
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14
  "developer": "Google",
15
  "scores": {
16
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18
  },
19
  {
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
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9
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10
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11
  {
 
13
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14
  "developer": "Google",
15
  "scores": {
16
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17
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18
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19
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data/benchmarks/tau-bench-2_retail.json CHANGED
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6
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14
  "developer": "Google",
15
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18
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19
  {
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
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10
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11
  {
 
13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
15
  "scores": {
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17
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19
  {
data/benchmarks/tau-bench-2_telecom.json CHANGED
@@ -13,7 +13,7 @@
13
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14
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15
  "scores": {
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@@ -21,7 +21,7 @@
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22
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23
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26
  }
27
  ]
 
13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
15
  "scores": {
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19
  {
 
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
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26
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27
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data/benchmarks/terminal-bench-2.0.json CHANGED
@@ -5,7 +5,7 @@
5
  "name": "Qwen 3 Coder 480B",
6
  "developer": "Alibaba",
7
  "scores": {
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11
  {
@@ -13,7 +13,7 @@
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14
  "developer": "Anthropic",
15
  "scores": {
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- "terminal-bench-2.0": 13.9
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18
  },
19
  {
@@ -21,7 +21,7 @@
21
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22
  "developer": "Anthropic",
23
  "scores": {
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- "terminal-bench-2.0": 36.9
25
  }
26
  },
27
  {
@@ -37,7 +37,7 @@
37
  "name": "Claude Opus 4.6",
38
  "developer": "Anthropic",
39
  "scores": {
40
- "terminal-bench-2.0": 74.7
41
  }
42
  },
43
  {
@@ -61,7 +61,7 @@
61
  "name": "Gemini 2.5 Flash",
62
  "developer": "Google",
63
  "scores": {
64
- "terminal-bench-2.0": 15.4
65
  }
66
  },
67
  {
@@ -77,7 +77,7 @@
77
  "name": "Gemini 3 Flash",
78
  "developer": "Google",
79
  "scores": {
80
- "terminal-bench-2.0": 51.0
81
  }
82
  },
83
  {
@@ -85,7 +85,7 @@
85
  "name": "Gemini 3 Pro",
86
  "developer": "Google",
87
  "scores": {
88
- "terminal-bench-2.0": 62.2
89
  }
90
  },
91
  {
@@ -93,7 +93,7 @@
93
  "name": "Gemini 3.1 Pro",
94
  "developer": "Google",
95
  "scores": {
96
- "terminal-bench-2.0": 74.8
97
  }
98
  },
99
  {
@@ -109,7 +109,7 @@
109
  "name": "MiniMax M2.1",
110
  "developer": "MiniMax",
111
  "scores": {
112
- "terminal-bench-2.0": 29.2
113
  }
114
  },
115
  {
@@ -125,7 +125,7 @@
125
  "name": "Kimi K2 Instruct",
126
  "developer": "Moonshot AI",
127
  "scores": {
128
- "terminal-bench-2.0": 27.8
129
  }
130
  },
131
  {
@@ -157,7 +157,7 @@
157
  "name": "GPT-5",
158
  "developer": "OpenAI",
159
  "scores": {
160
- "terminal-bench-2.0": 49.6
161
  }
162
  },
163
  {
@@ -165,7 +165,7 @@
165
  "name": "GPT-5-Codex",
166
  "developer": "OpenAI",
167
  "scores": {
168
- "terminal-bench-2.0": 43.4
169
  }
170
  },
171
  {
@@ -173,7 +173,7 @@
173
  "name": "GPT-5-Mini",
174
  "developer": "OpenAI",
175
  "scores": {
176
- "terminal-bench-2.0": 34.8
177
  }
178
  },
179
  {
@@ -181,7 +181,7 @@
181
  "name": "GPT-5-Nano",
182
  "developer": "OpenAI",
183
  "scores": {
184
- "terminal-bench-2.0": 7.0
185
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186
  },
187
  {
@@ -221,7 +221,7 @@
221
  "name": "GPT-5.2",
222
  "developer": "OpenAI",
223
  "scores": {
224
- "terminal-bench-2.0": 60.7
225
  }
226
  },
227
  {
@@ -269,7 +269,7 @@
269
  "name": "Grok Code Fast 1",
270
  "developer": "xAI",
271
  "scores": {
272
- "terminal-bench-2.0": 25.8
273
  }
274
  },
275
  {
 
5
  "name": "Qwen 3 Coder 480B",
6
  "developer": "Alibaba",
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  "scores": {
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9
  }
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11
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13
  "name": "Claude Haiku 4.5",
14
  "developer": "Anthropic",
15
  "scores": {
16
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17
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18
  },
19
  {
 
21
  "name": "Claude Opus 4.1",
22
  "developer": "Anthropic",
23
  "scores": {
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25
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27
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37
  "name": "Claude Opus 4.6",
38
  "developer": "Anthropic",
39
  "scores": {
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41
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42
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43
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61
  "name": "Gemini 2.5 Flash",
62
  "developer": "Google",
63
  "scores": {
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65
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66
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  {
 
77
  "name": "Gemini 3 Flash",
78
  "developer": "Google",
79
  "scores": {
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81
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82
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83
  {
 
85
  "name": "Gemini 3 Pro",
86
  "developer": "Google",
87
  "scores": {
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89
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90
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  {
 
93
  "name": "Gemini 3.1 Pro",
94
  "developer": "Google",
95
  "scores": {
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97
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98
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99
  {
 
109
  "name": "MiniMax M2.1",
110
  "developer": "MiniMax",
111
  "scores": {
112
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113
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114
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115
  {
 
125
  "name": "Kimi K2 Instruct",
126
  "developer": "Moonshot AI",
127
  "scores": {
128
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129
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130
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131
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157
  "name": "GPT-5",
158
  "developer": "OpenAI",
159
  "scores": {
160
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161
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162
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163
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165
  "name": "GPT-5-Codex",
166
  "developer": "OpenAI",
167
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169
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170
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171
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173
  "name": "GPT-5-Mini",
174
  "developer": "OpenAI",
175
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177
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178
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179
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181
  "name": "GPT-5-Nano",
182
  "developer": "OpenAI",
183
  "scores": {
184
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185
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186
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187
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221
  "name": "GPT-5.2",
222
  "developer": "OpenAI",
223
  "scores": {
224
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225
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226
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227
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269
  "name": "Grok Code Fast 1",
270
  "developer": "xAI",
271
  "scores": {
272
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273
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274
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275
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data/developers/ai2.json CHANGED
@@ -43,10 +43,10 @@
43
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44
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- "reward-bench/Safety": 0.7757
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  }
51
  },
52
  {
 
43
  "developer": "AI2",
44
  "evaluator_relationship": null,
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  "benchmark_scores": {
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+ "reward-bench/Chat": 0.9385,
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+ "reward-bench/Safety": 0.7595
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51
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52
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data/developers/akjindal53244.json CHANGED
@@ -7,12 +7,12 @@
7
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- "hfopenllm_v2/MMLU-PRO": 0.3803
16
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17
  }
18
  ]
 
7
  "developer": "akjindal53244",
8
  "evaluator_relationship": null,
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  "benchmark_scores": {
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+ "hfopenllm_v2/GPQA": 0.3096,
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  "hfopenllm_v2/MUSR": 0.4028,
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16
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data/developers/alibaba.json CHANGED
@@ -7,7 +7,7 @@
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  "benchmark_scores": {
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12
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13
  {
 
7
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8
  "evaluator_relationship": null,
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  "benchmark_scores": {
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12
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13
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data/developers/allenai.json CHANGED
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162
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163
  "evaluator_relationship": null,
164
  "benchmark_scores": {
165
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166
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167
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- "reward-bench/Reasoning": 0.8583,
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171
  "reward-bench/Factuality": 0.8084,
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  "reward-bench/Precise IF": 0.3688,
173
  "reward-bench/Math": 0.6776,
 
174
  "reward-bench/Focus": 0.7778,
175
- "reward-bench/Ties": 0.8308
 
 
 
 
176
  }
177
  },
178
  {
@@ -181,12 +181,12 @@
181
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182
  "evaluator_relationship": null,
183
  "benchmark_scores": {
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- "hfopenllm_v2/BBH": 0.4061,
186
- "hfopenllm_v2/MATH Level 5": 0.2115,
187
- "hfopenllm_v2/GPQA": 0.297,
188
  "hfopenllm_v2/MUSR": 0.4175,
189
- "hfopenllm_v2/MMLU-PRO": 0.2821
190
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191
  },
192
  {
@@ -209,17 +209,17 @@
209
  "developer": "allenai",
210
  "evaluator_relationship": null,
211
  "benchmark_scores": {
212
- "reward-bench/Score": 0.8431,
 
 
 
 
 
213
  "reward-bench/Factuality": 0.7516,
214
  "reward-bench/Precise IF": 0.3875,
215
  "reward-bench/Math": 0.6284,
216
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217
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218
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219
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- "reward-bench/Reasoning": 0.7898,
222
- "reward-bench/Prior Sets (0.5 weight)": 0.0
223
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224
  },
225
  {
 
162
  "developer": "allenai",
163
  "evaluator_relationship": null,
164
  "benchmark_scores": {
165
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166
  "reward-bench/Factuality": 0.8084,
167
  "reward-bench/Precise IF": 0.3688,
168
  "reward-bench/Math": 0.6776,
169
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170
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171
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+ "reward-bench/Reasoning": 0.8583,
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176
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177
  },
178
  {
 
181
  "developer": "allenai",
182
  "evaluator_relationship": null,
183
  "benchmark_scores": {
184
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  {
 
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data/developers/openai.json CHANGED
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  }
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93
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