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OpenHands/claude-opus-4-8
OpenHands
OpenHands
claude-opus-4-8
v1.18.1
closed_api_available
us
true
2026-05-28
71.88
2.458
358.6
5
83.8
0.75
159
https://results.eval.all-hands.dev/swebench/litellm_proxy-anthropic-claude-opus-4-8/26737081181/results.tar.gz
https://laminar.sh/shared/evals/39ca1805-3f89-4219-8cdd-b6ca2360fb17
50
1.81
317
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-anthropic-claude-opus-4-8/26670543375/results.tar.gz
https://laminar.sh/shared/evals/472e594d-c161-4836-8a93-474c2e1e4168
62.5
7.83
941
https://results.eval.all-hands.dev/commit0/litellm_proxy-anthropic-claude-opus-4-8/26670550790/results.tar.gz
https://laminar.sh/shared/evals/95f5d2b1-910c-403c-bb17-1b10a033470e
84.3
0.73
164
https://results.eval.all-hands.dev/swtbench/litellm_proxy-anthropic-claude-opus-4-8/26833124308/results.tar.gz
https://laminar.sh/shared/evals/efde50d3-3151-48fc-aac2-c98a80d7406e
78.8
1.17
212
https://results.eval.all-hands.dev/gaia/litellm_proxy-anthropic-claude-opus-4-8/26670546924/results.tar.gz
https://laminar.sh/shared/evals/d0d6404d-a144-4a7d-85db-8e1b50e071a8
OpenHands/claude-opus-4-7
OpenHands
OpenHands
claude-opus-4-7
v1.11.0
closed_api_available
us
true
2026-04-16
68.18
2.262
292.6
5
74.2
1.08
183
https://results.eval.all-hands.dev/swebench/litellm_proxy-anthropic-claude-opus-4-7/24583721908/results.tar.gz
https://laminar.sh/shared/evals/9464c828-db85-45f7-b4e9-b6526cb7d2f3
48.5
2.83
372
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-anthropic-claude-opus-4-7/24642030719/results.tar.gz
https://laminar.sh/shared/evals/cfe39593-1e41-44ba-bf2f-a29e64a51432
56.2
5.69
636
https://results.eval.all-hands.dev/commit0/litellm_proxy-anthropic-claude-opus-4-7/24805652683/results.tar.gz
https://laminar.sh/shared/evals/825aa22d-16cb-49c1-8080-97a46db81099
80.8
0.82
143
https://results.eval.all-hands.dev/swtbench/litellm_proxy-anthropic-claude-opus-4-7/24612239545/results.tar.gz
https://laminar.sh/shared/evals/96a4370b-a553-4c91-951b-79ae3a93979d
81.2
0.89
129
https://results.eval.all-hands.dev/gaia/litellm_proxy-anthropic-claude-opus-4-7/24585074284/results.tar.gz
https://laminar.sh/shared/evals/734845e8-b910-414f-a4b7-ad60d464131c
OpenHands/claude-opus-4-6
OpenHands
OpenHands
claude-opus-4-6
v1.11.0
closed_api_available
us
true
2026-02-05
66.72
2.34
500.6
5
76.8
0.77
207
https://results.eval.all-hands.dev/swebench/litellm_proxy-anthropic-claude-opus-4-6/23560449752/results.tar.gz
https://laminar.sh/shared/evals/77bb7715-dcff-4718-8e4f-611eae769107
41.8
2.37
602
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-anthropic-claude-opus-4-6/21767110679/results.tar.gz
https://laminar.sh/shared/evals/0fe00101-1f0a-4698-8a43-70fd665f4936
56.2
7.69
1,030
https://results.eval.all-hands.dev/commit0/litellm_proxy-anthropic-claude-opus-4-6/24745405298/results.tar.gz
https://laminar.sh/shared/evals/8a792401-ab45-48b6-8398-99a1a7534f69
78.8
0.43
138
https://results.eval.all-hands.dev/swtbench/litellm_proxy-anthropic-claude-opus-4-6/21754233398/results.tar.gz
https://laminar.sh/shared/evals/cbf7f857-21d0-4526-b830-25d4e88ab0ed
80
0.44
526
https://results.eval.all-hands.dev/gaia/litellm_proxy-anthropic-claude-opus-4-6/21767030214/results.tar.gz
https://laminar.sh/shared/evals/09286fea-ded4-4f32-a8b1-97e3a5847b83
OpenHands/GPT-5.5
OpenHands
OpenHands
GPT-5.5
v1.18.1
closed_api_available
us
true
2026-04-23
65.94
2.31
423
5
78.2
1.52
294
https://results.eval.all-hands.dev/swebench/litellm_proxy-openai-gpt-5-5/25335148711/results.tar.gz
https://laminar.sh/shared/evals/0875da38-90b0-4b49-9d66-0cbac446fd85
38.2
2.81
458
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-openai-gpt-5-5/25064691625/results.tar.gz
https://laminar.sh/shared/evals/55c33492-2ff8-4f59-ba0a-566bcdbb2cd4
43.8
5.56
1,029
https://results.eval.all-hands.dev/commit0/litellm_proxy-openai-gpt-5-5/25565888384/results.tar.gz
https://laminar.sh/shared/evals/bab0c2b3-3c08-442d-98e8-7f34bfd76ebd
83.4
0.92
183
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openai-gpt-5-5/25001986019/results.tar.gz
https://laminar.sh/shared/evals/6eec49a3-ecfb-4081-8282-caf1e3e1dda0
86.1
0.74
151
https://results.eval.all-hands.dev/gaia/litellm_proxy-openai-gpt-5-5/25064674912/results.tar.gz
https://laminar.sh/shared/evals/268dd4d4-e587-449f-ba49-c2a3b6405683
OpenHands/GPT-5.4
OpenHands
OpenHands
GPT-5.4
v1.13.0
closed_api_available
us
true
2026-03-05
64.28
1.44
473.4
5
75.6
0.63
284
https://results.eval.all-hands.dev/swebench/litellm_proxy-openai-gpt-5-4/24890465655/results.tar.gz
https://laminar.sh/shared/evals/5f6faa00-117b-4471-b635-5d830fcac6d5
36.8
1.45
458
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-openai-gpt-5-4/24796045694/results.tar.gz
https://laminar.sh/shared/evals/b8e55418-a747-461b-92b8-2981612e5650
56.2
4.04
1,173
https://results.eval.all-hands.dev/commit0/litellm_proxy-openai-gpt-5-4/25079308429/results.tar.gz
https://laminar.sh/shared/evals/04c309cc-564d-465f-8e84-e0b114044609
70.4
0.47
228
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openai-gpt-5-4/24890492621/results.tar.gz
https://laminar.sh/shared/evals/90cebe80-49bb-40c1-b65b-78f5e40461f9
82.4
0.61
224
https://results.eval.all-hands.dev/gaia/litellm_proxy-openai-gpt-5-4/24777631212/results.tar.gz
https://laminar.sh/shared/evals/9eaf668d-bfbe-4525-a0f3-d29cb6479a98
OpenHands/claude-opus-4-5
OpenHands
OpenHands
claude-opus-4-5
v1.8.3
closed_api_available
us
true
2025-11-24
60.58
3.08
525
5
76.6
1.82
325
https://results.eval.all-hands.dev/eval-21370451733-claude-4-5_litellm_proxy-anthropic-claude-opus-4-5-20251101_26-01-26-23-59.tar.gz
null
41.2
2.54
671
https://results.eval.all-hands.dev/eval-21323385943-claude-4-5_litellm_proxy-anthropic-claude-opus-4-5-20251101_26-01-25-04-21.tar.gz
null
37.5
9.11
1,264
https://results.eval.all-hands.dev/commit0/litellm_proxy-anthropic-claude-opus-4-5-20251101/25079416757/results.tar.gz
https://laminar.sh/shared/evals/d15f9cba-5c46-4413-b71d-f7b5d15e6efb
78.5
1.38
268
https://results.eval.all-hands.dev/eval-21173239168-claude-4-5_litellm_proxy-anthropic-claude-opus-4-5-20251101_26-01-20-19-27.tar.gz
null
69.1
0.55
97
https://results.eval.all-hands.dev/eval-20805719842-claude-4-5_litellm_proxy-anthropic-claude-opus-4-5-20251101_26-01-08-06-24.tar.gz
null
OpenHands/GPT-5.2
OpenHands
OpenHands
GPT-5.2
v1.8.3
closed_api_available
us
true
2025-12-11
58.84
1.874
832.6
5
74.6
0.86
476
https://results.eval.all-hands.dev/eval-21010530639-gpt-5-2_litellm_proxy-openai-gpt-5-2-2025-12-11_26-01-15-04-24.tar.gz
null
30.9
2.77
1,571
https://results.eval.all-hands.dev/eval-21320837315-gpt-5-2_litellm_proxy-openai-gpt-5-2-2025-12-11_26-01-25-04-55.tar.gz
null
50
4.7
1,580
https://results.eval.all-hands.dev/commit0/litellm_proxy-openai-gpt-5-2-2025-12-11/25033142930/results.tar.gz
https://laminar.sh/shared/evals/c343765e-1fdd-494f-96b7-de843c272a36
73.2
0.56
347
https://results.eval.all-hands.dev/eval-21146218648-gpt-5-2_litellm_proxy-openai-gpt-5-2-2025-12-11_26-01-19-23-58.tar.gz
null
65.5
0.48
189
https://results.eval.all-hands.dev/eval-21041979432-gpt-5-2_litellm_proxy-openai-gpt-5-2-2025-12-11_26-01-15-20-40.tar.gz
null
OpenHands/GPT-5.2-Codex
OpenHands
OpenHands
GPT-5.2-Codex
v1.8.3
closed_api_available
us
true
2025-12-18
58.28
2.124
914.8
5
73.8
0.94
438
https://results.eval.all-hands.dev/eval-21386738547-gpt-5-2-co_litellm_proxy-gpt-5-2-codex_26-01-27-12-57.tar.gz
null
35.9
2.97
1,434
https://results.eval.all-hands.dev/eval-21383028167-gpt-5-2-co_litellm_proxy-gpt-5-2-codex_26-01-27-09-13.tar.gz
null
43.8
5.5
1,559
https://results.eval.all-hands.dev/commit0/litellm_proxy-gpt-5-2-codex/24787401776/results.tar.gz
https://laminar.sh/shared/evals/57c6395a-4cd4-4346-a0c0-4b1209275523
67
0.66
344
https://results.eval.all-hands.dev/swtbench/litellm_proxy-gpt-5-2-codex/23816423289/results.tar.gz
null
70.9
0.55
799
https://results.eval.all-hands.dev/eval-21377864374-gpt-5-2-co_litellm_proxy-gpt-5-2-codex_26-01-27-04-20.tar.gz
null
OpenHands/GLM-5.1
OpenHands
OpenHands
GLM-5.1
v1.11.5
open_weights
cn
false
2026-04-07
58.24
3
1,367.4
5
75
1.54
748
https://results.eval.all-hands.dev/swebench/litellm_proxy-openrouter-z-ai-glm-5-1/24697829798/results.tar.gz
https://laminar.sh/shared/evals/6543c602-c721-48e6-a0fe-a1abb08fab4b
41.2
6.92
3,031
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-openrouter-z-ai-glm-5-1/24730025059/results.tar.gz
https://laminar.sh/shared/evals/26dfa179-9ab7-4b15-988d-b7ed2bf91328
37.5
5.31
2,498
https://results.eval.all-hands.dev/commit0/litellm_proxy-openrouter-z-ai-glm-5-1/24902095932/results.tar.gz
https://laminar.sh/shared/evals/069f1865-a4b0-4a67-9451-3043c2ab138c
70.2
0.76
280
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openrouter-z-ai-glm-5-1/24214829814/results.tar.gz
https://laminar.sh/shared/evals/edae3592-9be7-4da5-83c3-b6ebe10e1bf6
67.3
0.47
280
https://results.eval.all-hands.dev/gaia/litellm_proxy-openrouter-z-ai-glm-5-1/24376299760/results.tar.gz
https://laminar.sh/shared/evals/0d35046a-cbee-473b-b316-d4f57ff7f9d2
OpenHands/MiniMax-M3
OpenHands
OpenHands
MiniMax-M3
v1.18.1
closed_api_available
cn
true
2026-06-01
57.2
0.32
1,150.2
5
76.4
0.17
1,078
https://results.eval.all-hands.dev/swebench/litellm_proxy-minimax-MiniMax-M3/26898014216/results.tar.gz
https://laminar.sh/shared/evals/b56bbb3b-d00a-4bd8-93e0-554206f1dcba
36.8
0.35
1,351
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-minimax-MiniMax-M3/26986845327/results.tar.gz
https://laminar.sh/shared/evals/5cbf2dac-ffe8-47d0-9af4-db172c42e7b7
25
0.62
2,203
https://results.eval.all-hands.dev/commit0/litellm_proxy-minimax-MiniMax-M3/26932241324/results.tar.gz
https://laminar.sh/shared/evals/9e4edd2a-981b-40fe-84dd-13c5fc992b42
81.1
0.11
649
https://results.eval.all-hands.dev/swtbench/litellm_proxy-minimax-MiniMax-M3/26850570480/results.tar.gz
https://laminar.sh/shared/evals/2203b457-5c29-4b00-be91-c0408f119244
66.7
0.35
470
https://results.eval.all-hands.dev/gaia/litellm_proxy-minimax-MiniMax-M3/26932790755/results.tar.gz
https://laminar.sh/shared/evals/a3eb528f-9902-4f06-b083-4d5154a87e12
OpenHands/Kimi-K2.6
OpenHands
OpenHands
Kimi-K2.6
v1.11.5
open_weights
cn
true
2026-04-20
57.14
0.716
856.2
5
74.6
0.67
1,077
https://results.eval.all-hands.dev/swebench/litellm_proxy-moonshot-kimi-k2-6/25007210109/results.tar.gz
https://laminar.sh/shared/evals/e024c27b-0bc2-437c-8b36-f3695942dcef
41.2
0.64
746
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-moonshot-kimi-k2-6/25924060044/results.tar.gz
https://laminar.sh/shared/evals/bf318301-2c72-4fe2-a705-d104161d05c0
25
1.52
1,012
https://results.eval.all-hands.dev/commit0/litellm_proxy-moonshot-kimi-k2-6/25710683155/results.tar.gz
https://laminar.sh/shared/evals/65cee637-c137-4253-8fab-616dfbeda695
70.4
0.33
717
https://results.eval.all-hands.dev/swtbench/litellm_proxy-moonshot-kimi-k2-6/24901879531/results.tar.gz
https://laminar.sh/shared/evals/9a4d9991-37b4-44a1-acff-2057c6525748
74.5
0.42
729
https://results.eval.all-hands.dev/gaia/litellm_proxy-moonshot-kimi-k2-6/25710749383/results.tar.gz
https://laminar.sh/shared/evals/f9cb5c66-98fb-48d9-87d6-08d7b16e66c3
OpenHands/Gemini-3.1-Pro
OpenHands
OpenHands
Gemini-3.1-Pro
v1.11.5
closed_api_available
us
true
2026-01-15
56.98
0.734
858.8
5
75.4
0.63
983
https://results.eval.all-hands.dev/swebench/litellm_proxy-gemini-3-1-pro-preview/22671304193/results.tar.gz
https://laminar.sh/shared/evals/0e46d33a-d47c-4eff-a8af-70d9035ed9d3
44.1
1.24
1,868
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-gemini-3-1-pro-preview/22671316816/results.tar.gz
https://laminar.sh/shared/evals/cca1e142-0f1b-45ef-95fc-fde8e4c9d3aa
25
1.18
446
https://results.eval.all-hands.dev/commit0/litellm_proxy-gemini-3-1-pro-preview/25033174380/results.tar.gz
https://laminar.sh/shared/evals/3817b8ac-4a44-42f7-b6ce-08f747db0061
64
0.5
283
https://results.eval.all-hands.dev/swtbench/litellm_proxy-gemini-3-1-pro-preview/22508371137/results.tar.gz
https://laminar.sh/shared/evals/e06a484a-ae98-42ab-b27d-89a17f9e56f3
76.4
0.12
714
https://results.eval.all-hands.dev/gaia/litellm_proxy-gemini-3-1-pro-preview/22676848520/results.tar.gz
https://laminar.sh/shared/evals/3706e0fb-341c-4fa4-9d46-69f558a63a87
OpenHands/claude-sonnet-4-5
OpenHands
OpenHands
claude-sonnet-4-5
v1.8.3
closed_api_available
us
true
2025-09-29
53
1.632
564.6
5
74.2
1.19
534
https://results.eval.all-hands.dev/eval-21104232299-claude-son_litellm_proxy-claude-sonnet-4-5-20250929_26-01-18-07-25.tar.gz
null
36.8
1.89
787
https://results.eval.all-hands.dev/eval-21318221216-claude-son_litellm_proxy-claude-sonnet-4-5-20250929_26-01-24-19-46.tar.gz
null
12.5
3.23
756
https://results.eval.all-hands.dev/commit0/litellm_proxy-claude-sonnet-4-5-20250929/25079432235/results.tar.gz
https://laminar.sh/shared/evals/17fc5d57-6aae-4dda-8f56-f6275df7db8e
68.8
0.98
488
https://results.eval.all-hands.dev/eval-21146174206-claude-son_litellm_proxy-claude-sonnet-4-5-20250929_26-01-19-23-25.tar.gz
null
72.7
0.87
258
https://results.eval.all-hands.dev/gaia/litellm_proxy-claude-sonnet-4-5-20250929/23440285883/results.tar.gz
https://laminar.sh/shared/evals/b39f4bcc-7db3-435d-b7d1-517c269c16f2
OpenHands/Qwen3.6-Plus
OpenHands
OpenHands
Qwen3.6-Plus
v1.11.5
closed_api_available
cn
true
2026-04-01
52.86
2.754
699.6
5
74.2
1.5379
664
https://results.eval.all-hands.dev/swebench/litellm_proxy-dashscope-qwen3-6-plus/23957434539/results.tar.gz
https://laminar.sh/shared/evals/b9cb5405-1049-459f-8d4d-c256091a5549
30.9
2.3158
638
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-dashscope-qwen3-6-plus/23949324373/results.tar.gz
https://laminar.sh/shared/evals/7c984e26-6009-4208-819f-a9ba57d5476f
25
7.4936
1,037
https://results.eval.all-hands.dev/commit0/litellm_proxy-dashscope-qwen3-6-plus/25079439356/results.tar.gz
https://laminar.sh/shared/evals/c5f31dca-5471-4ce3-830a-938de77baece
62.1
2.085
851
https://results.eval.all-hands.dev/swtbench/litellm_proxy-dashscope-qwen3-6-plus/24043642717/results.tar.gz
https://laminar.sh/shared/evals/d5c3aa56-4cbd-4bac-9dfa-8d85cc25e994
72.1
0.3377
308
https://results.eval.all-hands.dev/gaia/litellm_proxy-dashscope-qwen3-6-plus/24043637505/results.tar.gz
https://laminar.sh/shared/evals/b26a4b3d-0bc2-41d8-b8bf-09453cf2fb53
OpenHands/GLM-5
OpenHands
OpenHands
GLM-5
v1.11.5
open_weights
cn
false
2026-02-11
49.44
1.028
1,342.6
5
73.4
1.06
1,435
https://results.eval.all-hands.dev/swebench/litellm_proxy-openrouter-z-ai-glm-5/22118959539/results.tar.gz
https://laminar.sh/shared/evals/58f92ff8-e886-40ab-a636-8337fc8c9bfe
35.3
0.58
1,140
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-openrouter-z-ai-glm-5/22881368139/results.tar.gz
https://laminar.sh/shared/evals/756a9904-f7f3-4c23-a663-8a7dd853d6dd
31.2
2.23
1,725
https://results.eval.all-hands.dev/commit0/litellm_proxy-openrouter-z-ai-glm-5/25008748071/results.tar.gz
https://laminar.sh/shared/evals/76ea5306-b580-47c0-a9ad-67a1c995bfba
47.3
0.91
1,085
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openrouter-z-ai-glm-5/22240291718/results.tar.gz
https://laminar.sh/shared/evals/a7d29286-6810-4ca8-8a11-21d6ae33822b
60
0.36
1,328
https://results.eval.all-hands.dev/gaia/litellm_proxy-openrouter-z-ai-glm-5/22117141473/results.tar.gz
https://laminar.sh/shared/evals/c37cd7c9-3839-402d-bdf6-a0c10c4c085b
OpenHands/Kimi-K2.5
OpenHands
OpenHands
Kimi-K2.5
v1.8.3
open_weights
cn
true
2026-01-27
49.18
0.8181
898.6
5
68.8
0.4063
707
https://results.eval.all-hands.dev/swebench/litellm_proxy-moonshot-kimi-k2-5/21417485547/results.tar.gz
null
32.8
1.6213
921
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-moonshot-kimi-k2-5/21492411890/results.tar.gz
null
18.8
1.26
1,878
https://results.eval.all-hands.dev/commit0/litellm_proxy-moonshot-kimi-k2-5/25033201272/results.tar.gz
https://laminar.sh/shared/evals/7f44e8ae-607d-46e7-8f5d-b43abacf8c1b
61.9
0.4246
385
https://results.eval.all-hands.dev/swtbench/litellm_proxy-moonshot-kimi-k2-5/21535132257/results.tar.gz
null
63.6
0.3781
602
https://results.eval.all-hands.dev/gaia/litellm_proxy-moonshot-kimi-k2-5/21497407856/results.tar.gz
null
OpenHands/Gemini-3-Pro
OpenHands
OpenHands
Gemini-3-Pro
v1.8.3
closed_api_available
us
true
2025-11-18
49.04
1.42
1,090.6
5
70.6
0.95
343
https://results.eval.all-hands.dev/eval-21011486666-gemini-3-p_litellm_proxy-gemini-gemini-3-pro-preview_26-01-15-07-43.tar.gz
null
36.8
1.46
710
https://results.eval.all-hands.dev/eval-21320838747-gemini-3-p_litellm_proxy-gemini-gemini-3-pro-preview_26-01-24-22-39.tar.gz
null
25
3.18
2,239
https://results.eval.all-hands.dev/commit0/litellm_proxy-gemini-3-pro-preview/22100005487/results.tar.gz
https://laminar.sh/shared/evals/bfba3513-7461-42da-9944-874848240c29
68.6
1.01
386
https://results.eval.all-hands.dev/eval-21186630675-gemini-3-p_litellm_proxy-gemini-gemini-3-pro-preview_26-01-21-07-16.tar.gz
null
44.2
0.5
1,775
https://results.eval.all-hands.dev/eval-21272815800-gemini-3-p_litellm_proxy-gemini-gemini-3-pro-preview_26-01-24-00-30.tar.gz
null
OpenHands/Gemini-3-Flash
OpenHands
OpenHands
Gemini-3-Flash
v1.8.3
closed_api_available
us
true
2025-12-22
49
0.904
767.6
5
74.6
0.42
343
https://results.eval.all-hands.dev/eval-21179606180-gemini-3-f_litellm_proxy-gemini-gemini-3-flash-preview_26-01-21-03-09.tar.gz
null
22.1
0.8
1,152
https://results.eval.all-hands.dev/eval-21324688868-gemini-3-f_litellm_proxy-gemini-gemini-3-flash-preview_26-01-25-09-36.tar.gz
null
18.8
2.62
1,732
https://results.eval.all-hands.dev/commit0/litellm_proxy-gemini-3-flash-preview/25033158735/results.tar.gz
https://laminar.sh/shared/evals/3501752b-0081-4611-9807-335281599b80
70.7
0.3
213
https://results.eval.all-hands.dev/eval-21179607467-gemini-3-f_litellm_proxy-gemini-gemini-3-flash-preview_26-01-21-01-44.tar.gz
null
58.8
0.38
398
https://results.eval.all-hands.dev/eval-20821586318-gemini-3-f_litellm_proxy-gemini-gemini-3-flash-preview_26-01-08-20-24.tar.gz
null
OpenHands/DeepSeek-V3.2-Reasoner
OpenHands
OpenHands
DeepSeek-V3.2-Reasoner
v1.8.3
open_weights
cn
false
2025-12-01
45.68
0.22
1,253.8
5
71.6
0.16
1,429
https://results.eval.all-hands.dev/eval-21386741317-deepseek-v_litellm_proxy-deepseek-deepseek-reasoner_26-01-27-17-23.tar.gz
null
27.9
0.19
1,515
https://results.eval.all-hands.dev/eval-21345780997-deepseek-v_litellm_proxy-deepseek-deepseek-reasoner_26-01-26-11-33.tar.gz
null
25
0.57
1,683
https://results.eval.all-hands.dev/commit0/litellm_proxy-deepseek-deepseek-reasoner/25033123976/results.tar.gz
https://laminar.sh/shared/evals/df76145a-e319-468e-ae2e-07f71208496f
53.6
0.12
1,215
https://results.eval.all-hands.dev/eval-21233988879-deepseek-v_litellm_proxy-deepseek-deepseek-reasoner_26-01-24-02-34.tar.gz
null
50.3
0.06
427
https://results.eval.all-hands.dev/eval-21070491317-deepseek-v_litellm_proxy-deepseek-deepseek-reasoner_26-01-16-16-39.tar.gz
null
OpenHands/MiniMax-M2.5
OpenHands
OpenHands
MiniMax-M2.5
v0.38.0
open_weights
cn
false
2026-02-11
45.22
0.3347
780.2
5
72.6
0.3066
455
https://results.eval.all-hands.dev/swebench/litellm_proxy-jade-spark-2862/21885618644/results.tar.gz
https://laminar.sh/shared/evals/5f0703c7-f946-414b-b3ba-f4ce77aad1b5
25
0.5941
611
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-jade-spark-2862/21900356665/results.tar.gz
https://laminar.sh/shared/evals/194e3e71-5874-45a5-96b8-220155ea1e24
12.5
0.49
1,730
https://results.eval.all-hands.dev/commit0/litellm_proxy-minimax-MiniMax-M2-5/24902079478/results.tar.gz
https://laminar.sh/shared/evals/c06b32df-bf9e-4d10-9e81-93f2c01955a5
68.1
0.2239
389
https://results.eval.all-hands.dev/swtbench/litellm_proxy-jade-spark-2862/21870831025/results.tar.gz
https://laminar.sh/shared/evals/9bbf1e2a-6085-4a0a-b68f-357f417f4012
47.9
0.0587
716
https://results.eval.all-hands.dev/gaia/litellm_proxy-jade-spark-2862/21896759788/results.tar.gz
https://laminar.sh/shared/evals/ac28bd0e-7131-47b4-ba01-e64d1c49df45
OpenHands/claude-sonnet-4-6
OpenHands
OpenHands
claude-sonnet-4-6
v1.11.5
closed_api_available
us
true
2026-02-17
44.52
2.206
737
5
74.4
1.03
421
https://results.eval.all-hands.dev/swebench/litellm_proxy-anthropic-claude-sonnet-4-6/22234586134/results.tar.gz
https://laminar.sh/shared/evals/0e4ec892-21dc-424f-8802-b4db76c18123
30.9
2.24
931
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-anthropic-claude-sonnet-4-6/22360554239/results.tar.gz
https://laminar.sh/shared/evals/ed24d3b6-988c-4ef1-b709-b0f223173547
50
6.48
1,760
https://results.eval.all-hands.dev/commit0/litellm_proxy-anthropic-claude-sonnet-4-6/24870930029/results.tar.gz
https://laminar.sh/shared/evals/a0e8861b-136f-4ff3-be1a-dcf2daa2428a
54
0.87
346
https://results.eval.all-hands.dev/swtbench/litellm_proxy-anthropic-claude-sonnet-4-6/22443433896/results.tar.gz
https://laminar.sh/shared/evals/17b3fd34-7334-4c67-a510-cf2e094998c2
13.3
0.41
227
https://results.eval.all-hands.dev/gaia/litellm_proxy-anthropic-claude-sonnet-4-6/22328833272/results.tar.gz
https://laminar.sh/shared/evals/452a6943-1a58-4ef5-a2c7-ab2328fa4501
OpenHands/Qwen3-Coder-Next
OpenHands
OpenHands
Qwen3-Coder-Next
v1.11.0
open_weights
cn
false
2026-02-02
43.82
1.03
1,081.8
5
66.6
1.36
1,445
https://results.eval.all-hands.dev/swebench/litellm_proxy-openrouter-qwen-qwen3-coder-next/21713643251/results.tar.gz
https://laminar.sh/shared/evals/68c415d3-db32-418b-b0b4-2030edc2216e
30.9
1.52
1,589
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-openrouter-qwen-qwen3-coder-next/21759113321/results.tar.gz
https://laminar.sh/shared/evals/8964f6e6-fcbd-4f26-a1ce-9fc657b8da43
25
1.04
751
https://results.eval.all-hands.dev/commit0/litellm_proxy-openrouter-qwen-qwen3-coder-next/21713658799/results.tar.gz
https://laminar.sh/shared/evals/0a1fbe3f-6704-42ad-8b8a-d598dbf493d8
45.7
1.1
1,137
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openrouter-qwen-qwen3-coder-next/25976432719/results.tar.gz
https://laminar.sh/shared/evals/a9302f07-92a9-48cb-9964-d91280be4d28
50.9
0.13
487
https://results.eval.all-hands.dev/gaia/litellm_proxy-openrouter-qwen-qwen3-coder-next/21862734213/results.tar.gz
https://laminar.sh/shared/evals/04627eda-dae6-42d7-9533-669b5187640d
OpenHands/MiniMax-M2.7
OpenHands
OpenHands
Minimax-2.7
v1.14.0
open_weights
cn
false
2026-03-18
43.38
0.3609
852.4
5
75.6
0.1795
529
https://results.eval.all-hands.dev/swebench/litellm_proxy-minimax-MiniMax-M2-7/23463806447/results.tar.gz
https://laminar.sh/shared/evals/a248d81f-d8d0-4823-9853-0378eed4dcc4
27.9
0.388
1,084
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-minimax-MiniMax-M2-7/23369175877/results.tar.gz
https://laminar.sh/shared/evals/161dd621-b70d-4089-afcf-ea2e3d13e874
18.8
0.8926
1,621
https://results.eval.all-hands.dev/commit0/litellm_proxy-minimax-MiniMax-M2-7/25008721830/results.tar.gz
https://laminar.sh/shared/evals/081a0b7f-fef2-4dad-a267-49f90b2fc866
69.1
0.1283
352
https://results.eval.all-hands.dev/swtbench/litellm_proxy-minimax-MiniMax-M2-7/24039895569/results.tar.gz
https://laminar.sh/shared/evals/f42deebe-f174-41f7-96e8-3e2fbc8a61d7
25.5
0.2163
676
https://results.eval.all-hands.dev/gaia/litellm_proxy-minimax-MiniMax-M2-7/23855930236/results.tar.gz
https://laminar.sh/shared/evals/6839ba33-64fc-4b43-8ec2-e0c18f2f94bf
OpenHands/GLM-4.7
OpenHands
OpenHands
GLM-4.7
v1.8.3
open_weights
cn
false
2025-12-22
42.26
0.6759
1,218.8
5
73.4
0.5596
1,007
https://results.eval.all-hands.dev/swebench/litellm_proxy-openrouter-z-ai-glm-4-7/21547894190/results.tar.gz
null
22.1
0.66
1,519
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-openrouter-z-ai-glm-4-7/21674056150/results.tar.gz
null
12.5
1.64
1,686
https://results.eval.all-hands.dev/commit0/litellm_proxy-openrouter-z-ai-glm-4-7/25033135919/results.tar.gz
https://laminar.sh/shared/evals/84ad9e18-dc52-4085-bc7f-54205df4fae4
49.4
0.37
744
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openrouter-z-ai-glm-4-7/21548136286/results.tar.gz
null
53.9
0.15
1,138
https://results.eval.all-hands.dev/gaia/litellm_proxy-openrouter-z-ai-glm-4-7/21520797407/results.tar.gz
null
OpenHands/MiniMax-M2.1
OpenHands
OpenHands
MiniMax-M2.1
v1.8.3
open_weights
cn
false
2025-12-23
41.16
0.6575
818
5
68.8
0.7118
579
https://results.eval.all-hands.dev/eval-21213160613-minimax-m2_litellm_proxy-minimax-MiniMax-M2-1_26-01-21-21-13.tar.gz
null
16.2
1.4043
1,417
https://results.eval.all-hands.dev/eval-21324690733-minimax-m2_litellm_proxy-minimax-MiniMax-M2-1_26-01-25-06-38.tar.gz
null
18.8
0.38
980
https://results.eval.all-hands.dev/commit0/litellm_proxy-minimax-MiniMax-M2-1/25079289346/results.tar.gz
https://laminar.sh/shared/evals/6b9df675-af26-4bd6-89b5-d18b38782a92
61.4
0.5441
473
https://results.eval.all-hands.dev/eval-21226206260-minimax-m2_litellm_proxy-minimax-MiniMax-M2-1_26-01-23-09-13.tar.gz
null
40.6
0.2471
641
https://results.eval.all-hands.dev/eval-21225856759-minimax-m2_litellm_proxy-minimax-MiniMax-M2-1_26-01-21-23-35.tar.gz
null
OpenHands/Kimi-K2-Thinking
OpenHands
OpenHands
Kimi-K2-Thinking
v1.8.3
open_weights
cn
false
2025-11-06
41
1.378
1,267.6
5
69.2
2
1,325
https://results.eval.all-hands.dev/eval-21078698262-kimi-k2-th_litellm_proxy-moonshot-kimi-k2-thinking_26-01-17-16-26.tar.gz
null
32.4
2.31
1,641
https://results.eval.all-hands.dev/eval-21320841046-kimi-k2-th_litellm_proxy-moonshot-kimi-k2-thinking_26-01-25-05-30.tar.gz
null
12.5
0.54
1,840
https://results.eval.all-hands.dev/commit0/litellm_proxy-moonshot-kimi-k2-thinking/25033195046/results.tar.gz
https://laminar.sh/shared/evals/411cb079-1f09-4779-96b9-4c658df2c0be
47.3
1.39
1,253
https://results.eval.all-hands.dev/eval-21173239168-kimi-k2-th_litellm_proxy-moonshot-kimi-k2-thinking_26-01-21-08-11.tar.gz
null
43.6
0.65
279
https://results.eval.all-hands.dev/eval-21093372341-kimi-k2-th_litellm_proxy-moonshot-kimi-k2-thinking_26-01-17-13-03.tar.gz
null
OpenHands/DeepSeek-V4-Pro
OpenHands
OpenHands
DeepSeek-V4-Pro
v1.0.0
open_weights
cn
false
2026-04-24
40.66
0.1533
920.2
5
73.2
0.0395
751
https://results.eval.all-hands.dev/swebench/litellm_proxy-deepseek-deepseek-v4-pro/25967325971/results.tar.gz
https://laminar.sh/shared/evals/bec3b865-3408-4160-9d6a-c3830854c14e
36.8
0.3746
1,034
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-deepseek-deepseek-v4-pro/25967365988/results.tar.gz
https://laminar.sh/shared/evals/926fc133-2a36-4c9c-b40b-353aa98057a9
12.5
0.1577
1,805
https://results.eval.all-hands.dev/commit0/litellm_proxy-deepseek-deepseek-v4-pro/25976440104/results.tar.gz
https://laminar.sh/shared/evals/413fa09a-4b62-451f-9139-9d140a4d108c
68.1
0.0354
589
https://results.eval.all-hands.dev/swtbench/litellm_proxy-deepseek-deepseek-v4-pro/25967349971/results.tar.gz
https://laminar.sh/shared/evals/4e693e26-5442-4d6a-9ee4-bdd26fc39213
12.7
0.1594
422
https://results.eval.all-hands.dev/gaia/litellm_proxy-deepseek-deepseek-v4-pro/26178826257/results.tar.gz
https://laminar.sh/shared/evals/ae011071-8444-4be2-87f3-99fde238eff1
OpenHands/Qwen3.5-Flash
OpenHands
OpenHands
Qwen3.5-Flash
v1.11.5
open_weights
cn
true
2026-02-24
38.08
2.2339
2,909.6
5
62
2.1639
4,132
https://results.eval.all-hands.dev/swebench/litellm_proxy-dashscope-qwen3-5-flash-2026-02-23/24193134639/results.tar.gz
https://laminar.sh/shared/evals/828c5288-5e15-4660-9f22-c6bfe6e819e5
27.9
2.6218
2,459
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-dashscope-qwen3-5-flash-2026-02-23/24426485940/results.tar.gz
https://laminar.sh/shared/evals/84c8dc14-d082-430d-b19c-e142de615385
12.5
4.3309
4,027
https://results.eval.all-hands.dev/commit0/litellm_proxy-dashscope-qwen3-5-flash-2026-02-23/22443226509/results.tar.gz
https://laminar.sh/shared/evals/2416b7ce-7841-4d7b-b8fb-83ad5c992826
38.3
1.7107
3,083
https://results.eval.all-hands.dev/swtbench/litellm_proxy-dashscope-qwen3-5-flash-2026-02-23/24086513973/results.tar.gz
https://laminar.sh/shared/evals/4ef023af-364e-4ba6-ac3d-19336bd4af18
49.7
0.3422
847
https://results.eval.all-hands.dev/gaia/litellm_proxy-dashscope-qwen3-5-flash-2026-02-23/24193141939/results.tar.gz
https://laminar.sh/shared/evals/9a6fe5b9-dc75-41b4-a7e5-6c4817ae4c50
OpenHands/Nemotron-3-Super
OpenHands
OpenHands
Nemotron-3-Super
v1.14.0
open_weights
us
false
2026-03-11
36.16
0.5807
1,328.8
5
62
0.4663
874
https://results.eval.all-hands.dev/swebench/litellm_proxy-converse-nemotron-super-3-120b/24135041475/results.tar.gz
https://laminar.sh/shared/evals/054f0361-d26c-4466-82ae-042503b93f2e
20.6
0.7679
1,311
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-converse-nemotron-super-3-120b/24197975725/results.tar.gz
https://laminar.sh/shared/evals/44cc701e-6ecf-4c70-9cca-4246cbd402f4
12.5
1.2153
2,905
https://results.eval.all-hands.dev/commit0/litellm_proxy-converse-nemotron-super-3-120b/24197990049/results.tar.gz
https://laminar.sh/shared/evals/ba725a00-2947-484f-9dad-951071d34c3d
45.7
0.3333
1,027
https://results.eval.all-hands.dev/swtbench/litellm_proxy-converse-nemotron-super-3-120b/24106920313/results.tar.gz
https://laminar.sh/shared/evals/01e58390-f947-4dcc-8d34-5e8c61bd3788
40
0.1206
527
https://results.eval.all-hands.dev/gaia/litellm_proxy-converse-nemotron-super-3-120b/24197982616/results.tar.gz
https://laminar.sh/shared/evals/83b65b31-9799-4019-844c-815151e4798e
OpenHands/Trinity-Large-Thinking
OpenHands
OpenHands
Trinity-Large-Thinking
v1.16.1
open_weights
us
false
2026-04-01
32.06
0.756
1,028.4
5
56.8
0.69
1,204
https://results.eval.all-hands.dev/swebench/litellm_proxy-trinity-large-thinking/24168488722/results.tar.gz
https://laminar.sh/shared/evals/8f5a30c8-5d86-4615-bc69-6d917e247944
25
0.74
930
https://results.eval.all-hands.dev/swebenchmultimodal/litellm_proxy-trinity-large-thinking/24216306617/results.tar.gz
https://laminar.sh/shared/evals/f327bc7a-c85b-4a89-b0c9-2da1532bcec4
12.5
1.2
1,611
https://results.eval.all-hands.dev/commit0/litellm_proxy-trinity-large-thinking/24368419290/results.tar.gz
https://laminar.sh/shared/evals/8d97d9a6-f993-44f6-aacd-a6977c811bd3
33.3
0.8
922
https://results.eval.all-hands.dev/swtbench/litellm_proxy-trinity-large-thinking/25882238007/results.tar.gz
https://laminar.sh/shared/evals/5de44f24-5b10-4b75-a52d-05184f894a7e
32.7
0.35
475
https://results.eval.all-hands.dev/gaia/litellm_proxy-trinity-large-thinking/24216307983/results.tar.gz
https://laminar.sh/shared/evals/74af64d2-66d2-4cb1-8d23-f981fafc88c6
OpenHands/Qwen3-Coder-480B
OpenHands
OpenHands
Qwen3-Coder-480B
v1.8.3
open_weights
cn
false
2025-07-23
30.94
0.922
502
5
62.4
1.26
680
https://results.eval.all-hands.dev/eval-20979851181-qwen-3-cod_litellm_proxy-fireworks_ai-qwen3-coder-480b-a35b-instruct_26-01-14-09-02.tar.gz
null
23.5
2.09
1,006
https://results.eval.all-hands.dev/eval-21357041327-qwen-3-cod_litellm_proxy-fireworks_ai-qwen3-coder-480b-a35b-instruct_26-01-26-15-08.tar.gz
null
0
0.01
1
https://results.eval.all-hands.dev/commit0/litellm_proxy-fireworks_ai-qwen3-coder-480b-a35b-instruct/22104205466/results.tar.gz
null
34.9
0.97
626
https://results.eval.all-hands.dev/eval-21179579508-qwen-3-cod_litellm_proxy-fireworks_ai-qwen3-coder-480b-a35b-instruct_26-01-21-01-51.tar.gz
null
33.9
0.28
197
https://results.eval.all-hands.dev/eval-21093373009-qwen-3-cod_litellm_proxy-fireworks_ai-qwen3-coder-480b-a35b-instruct_26-01-17-12-54.tar.gz
null
OpenHands/Nemotron-3-Nano
OpenHands
OpenHands
Nemotron-3-Nano
v1.8.3
open_weights
us
false
2025-12-15
15.48
0.18
846.86
5
34.2
0.24
1,344
https://results.eval.all-hands.dev/eval-21370501716-nemotron-3_litellm_proxy-openai-NVIDIA-Nemotron-3-Nano-30B-A3B-FP8_26-01-27-05-06.tar.gz
null
20.9
0.4
1,179
https://results.eval.all-hands.dev/21402472780-nemotron-3_litellm_proxy-openai-NVIDIA-Nemotron-3-Nano-30B-A3B-FP8_26-01-27-17-53.tar.gz
null
6.2
0.03
21
https://results.eval.all-hands.dev/commit0/litellm_proxy-openai-NVIDIA-Nemotron-3-Nano-30B-A3B-FP8/25079507282/results.tar.gz
https://laminar.sh/shared/evals/fb317122-02be-4878-a1be-7465af2fb5e7
7.6
0.19
896.3
https://results.eval.all-hands.dev/swtbench/litellm_proxy-openai-NVIDIA-Nemotron-3-Nano-30B-A3B-FP8/21413263674/results.tar.gz
null
8.5
0.04
794
https://results.eval.all-hands.dev/gaia/litellm_proxy-openai-NVIDIA-Nemotron-3-Nano-30B-A3B-FP8/21412718442/results.tar.gz
null

OpenHands Index — Leaderboard Snapshot

Auto-published from https://github.com/OpenHands/openhands-index-results on every push to main. Matches the table shown at the OpenHands Index Space.

from datasets import load_dataset

# latest
ds = load_dataset("OpenHands/openhands-index", split="test")
ds.info.version          # → "2026.06.08-525c6b4"

# pin to this exact snapshot
ds = load_dataset("OpenHands/openhands-index", split="test", revision="v2026.06.08-525c6b4")

Categories

Category Backing benchmark
Issue Resolution SWE-Bench
Frontend SWE-Bench Multimodal
Greenfield Commit0
Testing SWT-Bench
Information Gathering GAIA

average_score is the mean of the per-benchmark scores actually completed. categories_completed tells you how many benchmarks the model has run.

This snapshot

Top 15 by average score

language_model sdk_version agent_name average_score categories_completed release_date
claude-opus-4-8 v1.18.1 OpenHands 71.88 5 2026-05-28
claude-opus-4-7 v1.11.0 OpenHands 68.18 5 2026-04-16
claude-opus-4-6 v1.11.0 OpenHands 66.72 5 2026-02-05
GPT-5.5 v1.18.1 OpenHands 65.94 5 2026-04-23
GPT-5.4 v1.13.0 OpenHands 64.28 5 2026-03-05
claude-opus-4-5 v1.8.3 OpenHands 60.58 5 2025-11-24
GPT-5.2 v1.8.3 OpenHands 58.84 5 2025-12-11
GPT-5.2-Codex v1.8.3 OpenHands 58.28 5 2025-12-18
GLM-5.1 v1.11.5 OpenHands 58.24 5 2026-04-07
MiniMax-M3 v1.18.1 OpenHands 57.20 5 2026-06-01
Kimi-K2.6 v1.11.5 OpenHands 57.14 5 2026-04-20
Gemini-3.1-Pro v1.11.5 OpenHands 56.98 5 2026-01-15
claude-sonnet-4-5 v1.8.3 OpenHands 53.00 5 2025-09-29
Qwen3.6-Plus v1.11.5 OpenHands 52.86 5 2026-04-01
GLM-5 v1.11.5 OpenHands 49.44 5 2026-02-11
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