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LiveBench 2.0 LMArena models.dev OpenRouter AIHOT cross-check
Ranked now159of 231 tracked models
Public evidence536verified benchmark results
Evaluation map96reviewed upstream sources
Builders / multimodal20 / 137providers · rich-input models
Leaders right now

Knowledge & instruction

Direct public data · prices never affect capability rank
01
MetaMuse Wonder 1.0
Knowledge & instruction88.0
1M context$20 / 1M out
02
AnthropicClaude Haiku 5.5
Knowledge & instruction81.9
1M context$0.56 / 1M out
03
MetaMuse Spark Open
Knowledge & instruction80.3
1M context$4.25 / 1M out
52 matching models · select up to four to compare
Knowledge & instruction. A score of 50 is the current reference-set average. Price and speed are shown for comparison but never affect rank.
Full ranking

Knowledge & instruction

Open a model for verified evidence, specifications and related releases
RankModelCapabilityContextAPI pricingEvidenceCompare
02—Muse Wonder 1.0Meta · museMultimodalReasoningTools88.0Knowledge & instruction1MLaunched 2026-10-12$4 in$20 out4 public results1 source · 90% coverage
18—Claude Haiku 5.5Anthropic · claude-haikuMultimodalReasoningTools81.9Knowledge & instruction1MLaunched 2026-10-07$0.11 in$0.56 out8 public results3 sources · 100% coverage
38—Muse Spark OpenMeta · museMultimodalReasoningTools80.3Knowledge & instruction1MLaunched 2026-10-15$1.25 in$4.25 out4 public results1 source · 90% coverage
05—GPT-6 AstraOpenAI · gpt-astraMultimodalReasoningTools79.8Knowledge & instruction1.1MLaunched 2026-09-04$12.27 in$61.36 out9 public results3 sources · 100% coverage
06—Mistral Large 4 0Mistral AIMultimodalReasoningTools79.7Knowledge & instruction1MLaunched 2026-10-06$0.7 in$2.1 out4 public results1 source · 90% coverage
09—Gemini 4 ArgonGoogle · geminiMultimodalReasoningTools78.1Knowledge & instruction1MLaunched 2026-10-13$2.25 in$11.25 out9 public results3 sources · 100% coverage
07—GPT-6.1 SolOpenAI · gpt-solMultimodalReasoningTools77.9Knowledge & instruction1.1MLaunched 2026-09-29$2.4 in$12 out9 public results3 sources · 100% coverage
03—Claude Opus 5.5Anthropic · claude-opusMultimodalReasoningTools77.7Knowledge & instruction1MLaunched 2026-09-22$4.4 in$22 out9 public results3 sources · 100% coverage
20—MiMo-V2.6-ProXiaomi · mimoMultimodalReasoningTools76.7Knowledge & instruction1.1MLaunched 2026-09-22$0.44 in$0.87 out8 public results3 sources · 100% coverage
04—Claude Fable 5.1Anthropic · claude-fableMultimodalReasoningTools76.4Knowledge & instruction1MLaunched 2026-09-01$10 in$50 out9 public results3 sources · 100% coverage
10—Qwen3.8 FlashAlibaba Qwen · qwenMultimodalReasoningTools74.6Knowledge & instruction1MLaunched 2026-08-26$0.16 in$0.47 out4 public results1 source · 90% coverage
26—Grok 4.7xAI · grokMultimodalReasoningTools74.6Knowledge & instruction500kLaunched 2026-09-21$2 in$6 out9 public results3 sources · 100% coverage
15—Kimi K3.1 ProMoonshot AI · kimi-k3MultimodalReasoningTools74.5Knowledge & instruction1MLaunched 2026-10-23$2 in$10 out8 public results2 sources · 100% coverage
08—Claude Sonnet 5.5Anthropic · claude-sonnetMultimodalReasoningTools74.1Knowledge & instruction1MLaunched 2026-09-28$2.25 in$11.25 out9 public results3 sources · 100% coverage
16—Gemini 3.8 FlashGoogle · gemini-flashMultimodalReasoningTools73.8Knowledge & instruction1MLaunched 2026-09-02$0.83 in$4.13 out9 public results3 sources · 100% coverage
13—deepseek-v4.1-flash-maxDeepSeek · deepseek-flashMultimodalReasoningTools73.5Knowledge & instruction1MLaunched 2026-09-10$0.15 in$0.6 out8 public results3 sources · 100% coverage
23—Grok 4.6xAI · grokMultimodalReasoningTools73.4Knowledge & instruction500kLaunched 2026-08-12$2 in$6 out9 public results3 sources · 100% coverage
37—Kimi K3Moonshot AI · kimi-k3MultimodalReasoningTools73.0Knowledge & instruction1MLaunched 2026-07-16$3 in$15 out9 public results3 sources · 100% coverage
——Step 5 PreviewstepfunMultimodalReasoningTools72.8Knowledge & instruction1MLaunched 2026-09-16$1 in$2.7 out0 public results0 sources · 0% coverage
17—Step 5 PreviewIndependentMultimodalReasoningTools72.8Knowledge & instruction1MLaunched 2026-09-16$1 in$2.7 out8 public results3 sources · 100% coverage
28—Beam 1.0Independent · beamReasoningToolsStructured72.8Knowledge & instruction1MLaunched 2026-10-05$0 in$0 out4 public results1 source · 90% coverage
12—Minimax M3.1 FlashMiniMax · minimaxMultimodalReasoningTools72.7Knowledge & instruction1MLaunched 2026-10-19$0.15 in$0.6 out8 public results2 sources · 100% coverage
14—Deepseek V4.1 Flash 1017DeepSeek · deepseek-flashMultimodalReasoningTools72.7Knowledge & instruction1MLaunched 2026-10-17$0.2 in$0.61 out8 public results2 sources · 100% coverage
11—GPT-6.1 TerraOpenAI · gpt-terraMultimodalReasoningTools70.9Knowledge & instruction1.1MLaunched 2026-10-26$1.18 in$5.88 out8 public results2 sources · 100% coverage
60—Nemotron Super Vl 3.5 Nvfp4NVIDIAText70.9Knowledge & instruction—Launch date pending— in— out4 public results1 source · 90% coverage
19—GLM-5.3-FlashZhipu AI · glm-flashMultimodalReasoningTools70.1Knowledge & instruction1MLaunched 2026-08-26$0.1 in$0.35 out5 public results2 sources · 95% coverage
31—Claude Fable 5Anthropic · claude-fableMultimodalReasoningTools69.9Knowledge & instruction1MLaunched 2026-06-09$10 in$50 out9 public results3 sources · 100% coverage
62—Deepseek V4 Flash VisionDeepSeek · deepseek-flashMultimodalReasoningTools69.2Knowledge & instruction1MLaunched 2026-08-21$0.22 in$0.65 out4 public results1 source · 90% coverage
30—Claude Opus 5Anthropic · claude-opusMultimodalReasoningTools69.0Knowledge & instruction1MLaunched 2026-07-24$5.5 in$27.5 out9 public results3 sources · 100% coverage
29—Muse Wonder FullMeta · museMultimodalReasoningTools68.1Knowledge & instruction1MLaunched 2026-10-12$4 in$20 out4 public results1 source · 90% coverage
39—GPT-5.6 SolOpenAI · gpt-solMultimodalReasoningTools67.8Knowledge & instruction1.1MLaunched 2026-07-09$4.4 in$22 out9 public results3 sources · 100% coverage
46—Smaug Nemotron 3.5 Nvfp4NVIDIAText67.8Knowledge & instruction—Launch date pending— in— out4 public results1 source · 90% coverage
48—Nemotron Super Vl 3.5NVIDIA · nemotronText66.7Knowledge & instruction—Launched 2026-03-11— in— out4 public results1 source · 90% coverage
25—Muse Spark 1.3Meta · museMultimodalReasoningTools66.6Knowledge & instruction1MLaunched 2026-09-02$1.25 in$4.25 out9 public results3 sources · 100% coverage
52—Gemini 3.7 FlashGoogle · gemini-flashMultimodalReasoningTools66.3Knowledge & instruction1MLaunched 2026-08-13$0.75 in$3.75 out9 public results3 sources · 100% coverage
45—Qwen3.8-MaxAlibaba Qwen · qwenMultimodalReasoningTools65.9Knowledge & instruction1MLaunched 2026-08-03$2 in$6 out8 public results3 sources · 100% coverage
35—Muse WonderMeta · museMultimodalReasoningTools65.4Knowledge & instruction1MLaunched 2026-10-12$4 in$20 out5 public results2 sources · 95% coverage
40—GPT-5.5OpenAI · gptMultimodalReasoningTools65.4Knowledge & instruction1MLaunched 2026-04-23$5 in$30 out9 public results3 sources · 100% coverage
42—GPT-6 SolOpenAI · gpt-solMultimodalReasoningTools65.1Knowledge & instruction1.1MLaunched 2026-09-22$2.4 in$12 out9 public results3 sources · 100% coverage
53—Claude Opus 4.8Anthropic · claude-opusMultimodalReasoningTools64.4Knowledge & instruction1MLaunched 2026-05-28$5.44 in$27.19 out9 public results3 sources · 100% coverage
——DeepSeek-V4.1-Flash-20260910DeepSeek · deepseek-flashMultimodalReasoningTools62.0Knowledge & instruction1MLaunched 2026-09-10$0.3 in$1.2 out0 public results0 sources · 0% coverage
——DeepSeek V4.1 FlashDeepSeek · deepseek-flashMultimodalReasoningTools62.0Knowledge & instruction1MLaunched 2026-09-10$0.6 in$2.4 out2 public results1 source · 45% coverage
51—GLM-5.3Zhipu AI · glmReasoningToolsStructured61.4Knowledge & instruction1MLaunched 2026-08-14$0.51 in$2.05 out9 public results3 sources · 100% coverage
54—Inkling 2 SmallThinking Machines · lingMultimodalReasoningTools60.9Knowledge & instruction262.1kLaunched 2026-07-15$3.74 in$9.36 out4 public results1 source · 90% coverage
27—GPT-5.6 TerraOpenAI · gpt-terraMultimodalReasoningTools60.4Knowledge & instruction1.1MLaunched 2026-07-09$2.2 in$13.2 out9 public results3 sources · 100% coverage
55—InklingThinking Machines · lingMultimodalReasoningTools59.9Knowledge & instruction262.1kLaunched 2026-07-15$3.74 in$9.36 out5 public results2 sources · 95% coverage
21—Qwen3.8-27BAlibaba Qwen · qwenMultimodalReasoningTools59.4Knowledge & instruction1MLaunched 2026-08-14$0.1 in$0.4 out5 public results2 sources · 95% coverage
——Gemma 4 31BGoogle · gemmaMultimodalReasoningTools44.4Knowledge & instruction262.1kLaunched 2026-04-02$0.1 in$0.34 out5 public results2 sources · 95% coverage
22—GPT-6 LunaOpenAI · gpt-lunaMultimodalReasoningTools43.5Knowledge & instruction1.1MLaunched 2026-09-22$0.12 in$0.6 out5 public results2 sources · 95% coverage
——Nemotron Ultra 3NVIDIA · nemotronReasoningToolsStructured43.2Knowledge & instruction202.8kLaunched 2026-06-04$0.6 in$2.4 out4 public results1 source · 90% coverage
——Nemotron Lightning 3.5NVIDIA · nemotronReasoningToolsStructured40.0Knowledge & instruction262.1kLaunched 2026-08-15$0.05 in$0.2 out4 public results1 source · 90% coverage
81—Mistral Large 4Mistral AI · mistral-largeMultimodalReasoningTools28.1Knowledge & instruction1MLaunched 2026-10-06$0.77 in$2.35 out5 public results2 sources · 95% coverage