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Independent model intelligence

Find the right AI model,
not just the loudest one.

Compare current model capability, context, modalities, public preference and API economics in one continuously refreshed decision surface.

LiveBench 2.0 LMArena models.dev OpenRouter AIHOT cross-check
Ranked now165of 230 tracked models
Public evidence532verified benchmark results
Evaluation map96reviewed upstream sources
Builders / multimodal20 / 136providers · rich-input models
Leaders right now

Overall capability

Direct public data · prices never affect capability rank
01
GoogleGemini 4 Carbon
Overall capability84.7
Context not listedPricing not listed
02
MetaMuse Wonder 1.0
Overall capability83.5
1M context$20 / 1M out
03
AnthropicClaude Opus 5.5
Overall capability82.0
1M context$20 / 1M out
230 matching models · select up to four to compare
Overall capability. A score of 50 is the current reference-set average. Price and speed are shown for comparison but never affect rank.
Full ranking

Overall capability

Open a model for verified evidence, specifications and related releases
RankModelCapabilityContextAPI pricingEvidenceCompare
01—Gemini 4 CarbonGoogleText84.7Overall capability—Launched 2026-10-28— in— out5 public results2 sources · 95% coverage
02—Muse Wonder 1.0Meta · museMultimodalReasoningTools83.5Overall capability1MLaunched 2026-10-12$4 in$20 out4 public results1 source · 90% coverage
03—Claude Opus 5.5Anthropic · claude-opusMultimodalReasoningTools82.0Overall capability1MLaunched 2026-09-22$4 in$20 out9 public results3 sources · 100% coverage
04—Claude Fable 5.1Anthropic · claude-fableMultimodalReasoningTools81.3Overall capability1MLaunched 2026-09-01$10 in$50 out9 public results3 sources · 100% coverage
05—GPT-6 AstraOpenAI · gpt-astraMultimodalReasoningTools80.4Overall capability1.1MLaunched 2026-09-04$10 in$50 out9 public results3 sources · 100% coverage
06—Mistral Large 4 0Mistral AIMultimodalReasoningTools80.2Overall capability1MLaunched 2026-10-06$0.7 in$2.1 out4 public results1 source · 90% coverage
07—GPT-6.1 SolOpenAI · gpt-solMultimodalReasoningTools79.6Overall capability1.1MLaunched 2026-09-29$2 in$10 out9 public results3 sources · 100% coverage
08—Claude Sonnet 5.5Anthropic · claude-sonnetMultimodalReasoningTools79.4Overall capability1MLaunched 2026-09-28$2 in$10 out9 public results3 sources · 100% coverage
09—Gemini 4 ArgonGoogle · geminiMultimodalReasoningTools79.1Overall capability1MLaunched 2026-10-13$2 in$10 out9 public results3 sources · 100% coverage
10—Qwen3.8 FlashAlibaba Qwen · qwenMultimodalReasoningTools78.7Overall capability1MLaunched 2026-08-26$0.16 in$0.47 out4 public results1 source · 90% coverage
111GPT-6.1 TerraOpenAI · gpt-terraMultimodalReasoningTools77.7Overall capability1.1MLaunched 2026-10-26$1 in$5 out8 public results2 sources · 100% coverage
121Minimax M3.1 FlashMiniMax · minimaxMultimodalReasoningTools77.4Overall capability1MLaunched 2026-10-19$0.15 in$0.6 out8 public results2 sources · 100% coverage
13—deepseek-v4.1-flash-maxDeepSeek · deepseek-flashMultimodalReasoningTools76.0Overall capability1MLaunched 2026-09-10$0.15 in$0.6 out8 public results3 sources · 100% coverage
142Deepseek V4.1 Flash 1017DeepSeek · deepseek-flashMultimodalReasoningTools75.7Overall capability1MLaunched 2026-10-17$0.3 in$1.2 out8 public results2 sources · 100% coverage
152Kimi K3.1 ProMoonshot AI · kimi-k3MultimodalReasoningTools74.6Overall capability1MLaunched 2026-10-23$2 in$10 out8 public results2 sources · 100% coverage
161Gemini 3.8 FlashGoogle · gemini-flashMultimodalReasoningTools74.0Overall capability1MLaunched 2026-09-02$0.75 in$3.75 out9 public results3 sources · 100% coverage
17—Step 5 PreviewIndependentMultimodalReasoningTools73.7Overall capability1MLaunched 2026-09-16$1 in$2.7 out8 public results3 sources · 100% coverage
182Claude Haiku 5.5Anthropic · claude-haikuMultimodalReasoningTools73.4Overall capability1MLaunched 2026-10-07$0.1 in$0.5 out8 public results3 sources · 100% coverage
192GLM-5.3-FlashZhipu AI · glm-flashMultimodalReasoningTools73.2Overall capability1MLaunched 2026-08-26$0.17 in$0.55 out5 public results2 sources · 95% coverage
202MiMo-V2.6-ProXiaomi · mimoMultimodalReasoningTools72.8Overall capability1MLaunched 2026-09-22$0.51 in$1.02 out8 public results3 sources · 100% coverage
212Qwen3.8-27BAlibaba Qwen · qwenMultimodalReasoningTools72.4Overall capability32.8kLaunched 2026-08-14$0.32 in$3.2 out5 public results2 sources · 95% coverage
222GPT-6 LunaOpenAI · gpt-lunaMultimodalReasoningTools72.2Overall capability1.1MLaunched 2026-09-22$0.1 in$0.5 out5 public results2 sources · 95% coverage
232Grok 4.6xAI · grokMultimodalReasoningTools71.7Overall capability500kLaunched 2026-08-12$2 in$6 out9 public results3 sources · 100% coverage
242Claude Opus 4.6Anthropic · claude-opusMultimodalReasoningTools71.4Overall capability1MLaunched 2026-02-05$5 in$25 out1 public result1 source · 5% coverage
252Muse Spark 1.3Meta · museMultimodalReasoningTools71.0Overall capability1MLaunched 2026-09-02$1.25 in$4.25 out9 public results3 sources · 100% coverage
262Grok 4.7xAI · grokMultimodalReasoningTools70.7Overall capability500kLaunched 2026-09-21$2 in$6 out9 public results3 sources · 100% coverage
272GPT-5.6 TerraOpenAI · gpt-terraMultimodalReasoningTools69.9Overall capability1MLaunched 2026-07-09$1.5 in$9 out9 public results3 sources · 100% coverage
28—Beam 1.0Independent · beamReasoningToolsStructured69.8Overall capability1MLaunched 2026-10-05$0 in$0 out4 public results1 source · 90% coverage
29—Muse Wonder FullMeta · museMultimodalReasoningTools69.8Overall capability1MLaunched 2026-10-12$4 in$20 out4 public results1 source · 90% coverage
304Claude Opus 5Anthropic · claude-opusMultimodalReasoningTools69.5Overall capability1MLaunched 2026-07-24$5 in$25 out9 public results3 sources · 100% coverage
314Claude Fable 5Anthropic · claude-fableMultimodalReasoningTools68.8Overall capability1MLaunched 2026-06-09$10 in$50 out9 public results3 sources · 100% coverage
324Muse Spark 1.2Meta · museMultimodalReasoningTools67.3Overall capability1MLaunched 2026-08-05$1.25 in$4.25 out8 public results3 sources · 100% coverage
334Muse WonderMeta · museMultimodalReasoningTools67.3Overall capability1MLaunched 2026-10-12$4 in$20 out5 public results2 sources · 95% coverage
344Gemini 3.5 FlashGoogle · gemini-flashMultimodalReasoningTools67.2Overall capability1MLaunched 2026-05-19$1.5 in$9 out1 public result1 source · 5% coverage
353Gemini 3.6 FlashGoogle · gemini-flashMultimodalReasoningTools66.5Overall capability1MLaunched 2026-07-21$0.75 in$3.75 out1 public result1 source · 5% coverage
362Kimi K3Moonshot AI · kimi-k3MultimodalReasoningTools66.2Overall capability1MLaunched 2026-07-16$3 in$15 out9 public results3 sources · 100% coverage
372Muse Spark OpenMeta · museMultimodalReasoningTools66.2Overall capability1MLaunched 2026-10-15$1.25 in$4.25 out4 public results1 source · 90% coverage
382GPT-5.6 SolOpenAI · gpt-solMultimodalReasoningTools66.1Overall capability1MLaunched 2026-07-09$2.5 in$15 out9 public results3 sources · 100% coverage
392Muse Spark 1.1Meta · museMultimodalReasoningTools66.0Overall capability1MLaunched 2026-04-08$1.25 in$4.25 out1 public result1 source · 5% coverage
402GPT-6 SolOpenAI · gpt-solMultimodalReasoningTools65.1Overall capability1.1MLaunched 2026-09-22$2 in$10 out9 public results3 sources · 100% coverage
412Qwen3.7-Max-PreviewAlibaba Qwen · qwenReasoningToolsStructured64.9Overall capability1MLaunched 2026-05-21$3 in$9 out1 public result1 source · 5% coverage
422Qwen3.8-MaxAlibaba Qwen · qwenMultimodalReasoningTools64.8Overall capability1MLaunched 2026-08-03$2.2 in$6.6 out8 public results3 sources · 100% coverage
432Muse SparkMeta · museMultimodalReasoningTools64.7Overall capability1MLaunched 2026-10-15$1.25 in$4.25 out1 public result1 source · 5% coverage
442Smaug Nemotron 3.5 Nvfp4NVIDIAText64.1Overall capability—Launch date pending— in— out4 public results1 source · 90% coverage
451GLM-5.2Zhipu AI · glmReasoningToolsStructured63.4Overall capability1MLaunched 2026-06-13$1.54 in$4.84 out1 public result1 source · 5% coverage
461Nemotron Super Vl 3.5NVIDIA · nemotronText63.4Overall capability—Launched 2026-03-11— in— out4 public results1 source · 90% coverage
47—Qwen3.8 Max 0902Alibaba Qwen · qwenMultimodalReasoningTools62.9Overall capability1MLaunched 2026-09-02$2 in$6 out4 public results1 source · 90% coverage
482ERNIE 5.1Baidu · ernieText62.9Overall capability119kLaunched 2026-05-10$0.75 in$3 out1 public result1 source · 5% coverage
492GLM-5.3Zhipu AI · glmReasoningToolsStructured62.8Overall capability1MLaunched 2026-08-14$1.4 in$4.4 out9 public results3 sources · 100% coverage
502GPT-5.5OpenAI · gptMultimodalReasoningTools62.7Overall capability1.1MLaunched 2026-04-23$5 in$30 out9 public results3 sources · 100% coverage
512Gemini 3.7 FlashGoogle · gemini-flashMultimodalReasoningTools62.7Overall capability1MLaunched 2026-08-13$0.75 in$3.75 out9 public results3 sources · 100% coverage
522Claude Opus 4.8Anthropic · claude-opusMultimodalReasoningTools62.3Overall capability1MLaunched 2026-05-28$5 in$25 out9 public results3 sources · 100% coverage
53—MiMo-V2.5-ProXiaomi · mimoReasoningToolsStructured61.8Overall capability1MLaunched 2026-04-22$1 in$3 out1 public result1 source · 5% coverage
54—Claude Opus 4.7Anthropic · claude-opusMultimodalReasoningTools60.8Overall capability1MLaunched 2026-04-16$5 in$25 out5 public results2 sources · 95% coverage
55—InklingThinking Machines · lingMultimodalReasoningTools60.5Overall capability1MLaunched 2026-07-15$1 in$4.05 out5 public results2 sources · 95% coverage
56—Claude Sonnet 4.6Anthropic · claude-sonnetMultimodalReasoningTools59.8Overall capability1MLaunched 2026-02-17$3 in$15 out5 public results2 sources · 95% coverage
57—Gemini 2.5 ProGoogle · gemini-proMultimodalReasoningTools59.8Overall capability1MLaunched 2025-06-17$1.25 in$10 out1 public result1 source · 5% coverage
58—Kimi K2.6Moonshot AI · kimi-k2MultimodalReasoningTools59.2Overall capability200kLaunched 2026-04-20$0.28 in$1.1 out1 public result1 source · 5% coverage
59—Qwen3.7-PlusAlibaba Qwen · qwenMultimodalReasoningTools58.9Overall capability1MLaunched 2026-06-02$0.77 in$3.07 out1 public result1 source · 5% coverage
60—Nemotron Super Vl 3.5 Nvfp4NVIDIAText58.5Overall capability—Launch date pending— in— out4 public results1 source · 90% coverage
61—GPT-5.4OpenAI · gptMultimodalReasoningTools58.2Overall capability1.1MLaunched 2026-03-05$2.5 in$15 out1 public result1 source · 5% coverage
62—Deepseek V4 Flash VisionDeepSeek · deepseek-flashMultimodalReasoningTools58.1Overall capability1MLaunched 2026-08-21$0.22 in$0.65 out4 public results1 source · 90% coverage
63—MiMo-V2.6-FlashXiaomi · mimoMultimodalReasoningTools57.9Overall capability1MLaunched 2026-09-22$0.17 in$0.34 out1 public result1 source · 5% coverage
64—Grok 4.20 BetaxAI · grokMultimodalReasoningTools57.8Overall capability500kLaunched 2026-07-08$2 in$6 out1 public result1 source · 5% coverage
65—Claude Opus 4.5 (20251101)Anthropic · claude-opusMultimodalReasoningTools57.8Overall capability200kLaunched 2025-11-24$5 in$25 out1 public result1 source · 5% coverage
66—Grok 4.20 Multi-Agent Beta (0309)xAI · grokMultimodalReasoningTools57.7Overall capability2MLaunched 2026-03-11$1.25 in$2.5 out1 public result1 source · 5% coverage
67—deepseek-v4-proDeepSeek · deepseek-thinkingReasoningToolsStructured57.2Overall capability1MLaunched 2026-08-13$0.66 in$1.98 out1 public result1 source · 5% coverage
68—grok-4.20-beta-0309-reasoningxAI · grokMultimodalTools57.1Overall capability2MLaunched 2026-03-09$2 in$6 out1 public result1 source · 5% coverage
69—grok-4.20-multi-agent-beta-0309xAI · grokReasoningTools57.0Overall capability262kLaunched 2026-04-08$2 in$6 out1 public result1 source · 5% coverage
70—Dola Seed 2.0 ProByteDance · seedText56.9Overall capability—Launched 2026-03-28— in— out1 public result1 source · 5% coverage
71—Grok 4.5xAI · grokMultimodalReasoningTools56.8Overall capability500kLaunched 2026-07-08$2 in$6 out5 public results2 sources · 95% coverage
72—Qwen3.6-Max-PreviewAlibaba Qwen · qwenReasoningTools56.5Overall capability256kLaunched 2026-04-20$2.15 in$12.86 out1 public result1 source · 5% coverage
73—amazon-nova-experimental-chat-26-02-10AmazonText56.4Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
74—claude-opus-4-5-20251101-high-32kAnthropic · claude-opusMultimodalReasoningTools56.4Overall capability200kLaunched 2025-11-01$5 in$25 out1 public result1 source · 5% coverage
75—GLM-5Zhipu AI · glmReasoningToolsStructured56.2Overall capability204.8kLaunched 2026-02-12$1 in$3.2 out1 public result1 source · 5% coverage
76—NVIDIA-Nemotron-3-Ultra-550B-A55B (NVFP4)NVIDIA · nemotronReasoningToolsStructured56.0Overall capability131.1kLaunched 2026-06-04$0.1 in$0.1 out1 public result1 source · 5% coverage
77—Grok 4.20 Beta 1xAI · grokMultimodalReasoningTools55.8Overall capability500kLaunched 2026-07-08$2 in$6 out1 public result1 source · 5% coverage
78—nvidia-nemotron-3-ultra-550b-a55b-nvfp4NVIDIA · nemotronReasoningToolsStructured55.3Overall capability1MLaunched 2026-06-04$0.6 in$2.4 out1 public result1 source · 5% coverage
79—grok-4.20-beta1xAI · grokReasoningTools55.3Overall capability262kLaunched 2026-04-08$2 in$6 out1 public result1 source · 5% coverage
80—ernie-5.0-0110BaiduMultimodalReasoningTools55.3Overall capability128kLaunched 2026-01-22$0.84 in$3.37 out1 public result1 source · 5% coverage
81—Claude Sonnet 5Anthropic · claude-sonnetMultimodalReasoningTools55.3Overall capability1MLaunched 2026-06-30$2 in$10 out5 public results2 sources · 95% coverage
82—Gemini 3 Flash (Minimal)Google · gemini-flashMultimodalReasoningTools55.2Overall capability1MLaunched 2025-12-17$0.5 in$3 out1 public result1 source · 5% coverage
83—Mistral Large 4Mistral AI · mistral-largeMultimodalReasoningTools55.0Overall capability1MLaunched 2026-10-06$0.7 in$2.1 out5 public results2 sources · 95% coverage
84—ernie-5.0-preview-1203BaiduMultimodalReasoningTools54.7Overall capability128kLaunched 2026-01-22$0.84 in$3.37 out1 public result1 source · 5% coverage
85—GLM-4.6Zhipu AI · glmReasoningToolsStructured54.5Overall capability204.8kLaunched 2025-09-30$0.6 in$2.2 out1 public result1 source · 5% coverage
86—Qwen3-Max-PreviewAlibaba Qwen · qwenReasoningTools54.1Overall capability256kLaunched 2025-09-23$0.36 in$1.43 out1 public result1 source · 5% coverage
87—GLM-5V-TurboZhipu AI · glmMultimodalReasoningTools53.8Overall capability200kLaunched 2026-04-01$1.2 in$4 out1 public result1 source · 5% coverage
88—Qwen3.5-397B-A17BAlibaba Qwen · qwenMultimodalReasoningTools53.7Overall capability262.1kLaunched 2026-02-15$0.71 in$4.25 out1 public result1 source · 5% coverage
89—Grok 4.1xAIMultimodalTools53.2Overall capability200kLaunched 2025-11-18$2 in$10 out1 public result1 source · 5% coverage
90—Gemini 3.5 Flash-LiteGoogle · gemini-flash-liteMultimodalReasoningTools53.1Overall capability1MLaunched 2026-07-21$0.3 in$2.5 out1 public result1 source · 5% coverage
91—GLM-4.7Zhipu AI · glmReasoningToolsStructured53.1Overall capability204.8kLaunched 2025-12-22$0.6 in$2.2 out1 public result1 source · 5% coverage
92—Claude Sonnet 4.5Anthropic · claude-sonnetMultimodalReasoningTools52.8Overall capability200kLaunched 2025-09-29$3 in$15 out1 public result1 source · 5% coverage
93—Gemma 4 26B A4BGoogle · gemmaMultimodalReasoningTools52.7Overall capability262.1kLaunched 2026-04-02$0.05 in$0.29 out1 public result1 source · 5% coverage
94—claude-sonnet-4-5-20250929-high-32kAnthropic · claude-sonnetMultimodalReasoningTools52.5Overall capability200kLaunched 2025-09-29$3 in$15 out1 public result1 source · 5% coverage
95—MiniMax-M3MiniMax · minimaxReasoningToolsStructured51.8Overall capability131.1kLaunched 2026-06-01$0.23 in$0.96 out5 public results2 sources · 95% coverage
96—GPT-5.6 LunaOpenAI · gpt-lunaMultimodalReasoningTools51.8Overall capability1MLaunched 2026-07-09$0.7 in$4.2 out5 public results2 sources · 95% coverage
97—GLM-4.5Zhipu AI · glmReasoningToolsStructured51.5Overall capability131.1kLaunched 2025-07-28$0.6 in$2.2 out1 public result1 source · 5% coverage
98—ernie-5.0-preview-1022BaiduMultimodalReasoningTools51.1Overall capability128kLaunched 2026-01-22$0.84 in$3.37 out1 public result1 source · 5% coverage
99—Mistral Large 3Mistral AI · mistral-largeMultimodalToolsStructured50.9Overall capability262.1kLaunched 2025-12-02$0.5 in$1.5 out1 public result1 source · 5% coverage
100—MiMo-V2.5Xiaomi · mimoReasoningToolsStructured50.8Overall capability262.1kLaunched 2026-04-22$0.4 in$2 out1 public result1 source · 5% coverage
——ClaudeAnthropicText646.7Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——QwenAlibabaText564.7Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——GeminiGoogleText522.8Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——GPT / ChatGPTOpenAIText520.0Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——GLMZhipu AIText499.4Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——KimiMoonshot AIText336.6Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——LlamaMetaText167.2Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——DeepSeekDeepSeekText149.9Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——MistralMistral AIText133.1Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——GrokxAIText94.7Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——Step 5 PreviewstepfunMultimodalReasoningTools74.1Overall capability1MLaunched 2026-09-16$1 in$2.7 out0 public results0 sources · 0% coverage
——Gemini 3.1 Pro PreviewGoogle · gemini-proMultimodalReasoningTools66.6Overall capability1MLaunched 2026-02-19$2 in$12 out0 public results0 sources · 0% coverage
—36Gemini 3 ProGoogle · gemini-proMultimodalReasoningTools66.4Overall capability1MLaunched 2025-11-18$2 in$12 out1 public result1 source · 5% coverage
—46Qwen3.5-Max-PreviewAlibaba Qwen · qwenTools63.6Overall capability32.8kLaunched 2024-04-03$1.6 in$6.4 out1 public result1 source · 5% coverage
——DeepSeek-V4.1-Flash-20260910DeepSeek · deepseek-flashMultimodalReasoningTools61.9Overall capability1MLaunched 2026-09-10$0.17 in$0.66 out0 public results0 sources · 0% coverage
—55GLM-5.1Zhipu AI · glmReasoningToolsStructured61.4Overall capability198kLaunched 2026-04-07$1.4 in$4.4 out1 public result1 source · 5% coverage
——DeepSeek V4.1 FlashDeepSeek · deepseek-flashMultimodalReasoningTools61.1Overall capability1MLaunched 2026-09-10$0.6 in$2.4 out2 public results1 source · 45% coverage
——DeepSeek-V4-Pro PreviewDeepSeek · deepseek-thinkingReasoningToolsStructured56.0Overall capability1MLaunched 2026-08-13$0.73 in$2.18 out0 public results0 sources · 0% coverage
—78Kimi K2.5 (Thinking)Moonshot AI · kimi-k2MultimodalReasoningTools55.9Overall capability256kLaunched 2026-01-27$0.6 in$3 out1 public result1 source · 5% coverage
——ERNIE-5.0-Preview (1203)BaiduMultimodalReasoningTools55.2Overall capability128kLaunched 2026-01-22$0.84 in$3.37 out0 public results0 sources · 0% coverage
—91Qwen3.6-PlusAlibaba Qwen · qwenMultimodalReasoningTools53.4Overall capability1MLaunched 2026-04-02$0.5 in$3 out1 public result1 source · 5% coverage
—92MiMo-V2-ProXiaomi · mimoReasoningTools53.3Overall capability1MLaunched 2026-03-18$0 in$0 out1 public result1 source · 5% coverage
——ChatGPT-4o Latest (20250326)OpenAI · gptMultimodalTools51.0Overall capability128kLaunched 2024-08-14$5 in$20 out0 public results0 sources · 0% coverage
——chatgpt-4o-latest-20250326OpenAI · gptMultimodalTools50.7Overall capability128kLaunched 2024-08-14$5 in$20 out1 public result1 source · 5% coverage
——deepseek-r1-0528DeepSeek · deepseek-thinkingReasoningToolsStructured50.5Overall capability128kLaunched 2025-01-20$2 in$8.75 out1 public result1 source · 5% coverage
——LongCat-Flash-Chat Exp (2602)meituanText50.5Overall capability131.1kLaunched 2025-11-05— in— out0 public results0 sources · 0% coverage
——longcat-flash-chat-2602-expmeituanText50.1Overall capability131.1kLaunched 2025-11-05— in— out1 public result1 source · 5% coverage
——Grok 3 Preview (02-24)xAI · grokTools50.1Overall capability131.1kLaunched 2024-06-01$3 in$15 out0 public results0 sources · 0% coverage
——Beam 1.0 501B A23Breflection · beamReasoningToolsStructured50.1Overall capability1MLaunched 2026-10-05$0.25 in$1 out1 public result1 source · 5% coverage
——grok-3-preview-02-24xAI · grokTools49.8Overall capability131.1kLaunched 2024-06-01$3 in$15 out1 public result1 source · 5% coverage
——DeepSeek-V3.2DeepSeek · deepseekTools49.8Overall capability131.1kLaunched 2025-01-01$0.29 in$0.43 out1 public result1 source · 5% coverage
——DeepSeek-V4-Flash PreviewDeepSeek · deepseek-flashMultimodalReasoningTools49.7Overall capability1MLaunched 2026-09-10$0.17 in$0.66 out0 public results0 sources · 0% coverage
——Mistral Medium 3.1 (2508)Mistral AI · mistral-mediumMultimodalToolsStructured49.7Overall capability131.1kLaunched 2025-08-12$0.4 in$2 out1 public result1 source · 5% coverage
——mistral-medium-2508Mistral AI · mistral-mediumMultimodalTools49.5Overall capability262.1kLaunched 2025-08-12$0.4 in$2 out1 public result1 source · 5% coverage
——MiMo-V2-OmniXiaomi · mimoMultimodalReasoningTools49.4Overall capability262.1kLaunched 2026-03-18$0 in$0 out1 public result1 source · 5% coverage
——deepseek-v3.2-exp-thinkingDeepSeek · deepseekTools49.3Overall capability131.1kLaunched 2025-01-01$0.29 in$0.43 out0 public results0 sources · 0% coverage
——LongCat-Flash-ChatmeituanText49.3Overall capability131.1kLaunched 2025-11-05— in— out1 public result1 source · 5% coverage
——GPT-5.1OpenAI · gptMultimodalReasoningTools49.1Overall capability400kLaunched 2025-11-13$1.25 in$10 out1 public result1 source · 5% coverage
——Mistral Medium 3.5Mistral AI · mistral-mediumMultimodalReasoningTools48.7Overall capability262.1kLaunched 2026-04-30$1.5 in$7.5 out1 public result1 source · 5% coverage
——Gemma 4 31BGoogle · gemmaMultimodalReasoningTools48.4Overall capability262.1kLaunched 2026-04-02$0.14 in$0.42 out5 public results2 sources · 95% coverage
——Qwen3-VL-235B-A22B-InstructAlibaba Qwen · qwenMultimodalToolsStructured48.4Overall capability131.1kLaunched 2025-09-23$0.3 in$1.5 out1 public result1 source · 5% coverage
——kimi-k2.5-instantMoonshot AI · kimi-thinkingReasoningToolsStructured48.3Overall capability32.8kLaunched 2024-11-01$0.55 in$2.25 out1 public result1 source · 5% coverage
——DeepSeek-V3.1DeepSeek · deepseekTools48.3Overall capability131.1kLaunched 2025-01-01$0.57 in$1.72 out1 public result1 source · 5% coverage
——GPT-5.5 InstantOpenAIMultimodalReasoningTools48.2Overall capability400kLaunched 2026-05-05$5 in$30 out1 public result1 source · 5% coverage
——Qwen3-235B-A22B-Instruct (2507)Alibaba Qwen · qwenToolsStructuredOpen weights48.2Overall capability262.1kLaunched 2025-08-13$0.22 in$0.88 out1 public result1 source · 5% coverage
——amazon-nova-experimental-chat-12-10AmazonText48.1Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
—98claude-opus-4-1-20250805-thinking-16kAnthropic · claude-opusMultimodalReasoningTools48.0Overall capability200kLaunched 2025-08-05$15 in$75 out1 public result1 source · 5% coverage
——qwen3-235b-a22b-instruct-2507Alibaba Qwen · qwenReasoningToolsStructured48.0Overall capability262.1kLaunched 2025-07-21$0.22 in$0.88 out1 public result1 source · 5% coverage
——Claude Opus 4.1 (20250805)Anthropic · claude-opusMultimodalReasoningTools48.0Overall capability200kLaunched 2025-08-05$15 in$75 out1 public result1 source · 5% coverage
——Qwen3.5-122B-A10BAlibaba Qwen · qwenMultimodalReasoningTools47.7Overall capability262.1kLaunched 2026-02-23$0.4 in$3.2 out1 public result1 source · 5% coverage
——GPT-4.5 Preview (2025-02-27)OpenAI · gptMultimodalToolsStructured47.6Overall capability8.2kLaunched 2023-11-06$30 in$60 out0 public results0 sources · 0% coverage
——DeepSeek-V3.1-TerminusDeepSeek · deepseekReasoningToolsStructured47.6Overall capability163.8kLaunched 2025-09-22$0.27 in$1 out1 public result1 source · 5% coverage
——Qwen3-Next-80B-A3B-InstructAlibaba Qwen · qwenToolsStructuredOpen weights47.5Overall capability262.1kLaunched 2025-09$0.25 in$1 out1 public result1 source · 5% coverage
——gpt-4.5-preview-2025-02-27OpenAI · gptToolsStructured47.5Overall capability8kLaunched 2023-11-06$39 in$78 out1 public result1 source · 5% coverage
——gemini-2.5-flashGoogle · gemini-flashMultimodalReasoningTools47.4Overall capability1MLaunched 2025-06-17$0.3 in$2.5 out1 public result1 source · 5% coverage
——Gemini 3.1 Flash-Lite PreviewGoogle · gemini-flash-liteMultimodalReasoningTools47.2Overall capability1MLaunched 2026-03-03$0.13 in$0.75 out0 public results0 sources · 0% coverage
——gemini-3.1-flash-lite-previewGoogle · gemini-flash-liteMultimodalReasoningTools47.1Overall capability1MLaunched 2026-05-07$0.25 in$1.5 out1 public result1 source · 5% coverage
——amazon-nova-experimental-chat (11-10)Amazon · novaMultimodalReasoningTools46.9Overall capability1MLaunched 2025-12-02$0.3 in$2.5 out0 public results0 sources · 0% coverage
——qwen3-235b-a22b-thinking-2507Alibaba Qwen · qwenReasoningToolsOpen weights46.9Overall capability262.1kLaunched 2025-07-01$0.11 in$0.6 out1 public result1 source · 5% coverage
——amazon-nova-experimental-chat-11-10AmazonText46.8Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
——Kimi K2 Thinking TurboMoonshot AI · kimi-thinkingReasoningToolsStructured46.7Overall capability262.1kLaunched 2025-11-06$0.6 in$2.5 out1 public result1 source · 5% coverage
——Inkling-SmallThinking Machines · lingMultimodalReasoningTools46.7Overall capability524.3kLaunched 2026-07-30$0.5 in$1.2 out1 public result1 source · 5% coverage
——qwen3-max-2025-09-23Alibaba QwenTools46.2Overall capability258kLaunched 2025-09-24$0.86 in$3.43 out1 public result1 source · 5% coverage
——Nemotron Ultra 3NVIDIA · nemotronReasoningToolsStructured46.2Overall capability202.8kLaunched 2026-06-04$0.6 in$2.4 out4 public results1 source · 90% coverage
——GPT-5.2OpenAI · gptMultimodalReasoningTools46.1Overall capability400kLaunched 2025-12-11$1.75 in$14 out1 public result1 source · 5% coverage
——GPT-5.4 miniOpenAI · gpt-miniMultimodalReasoningTools45.9Overall capability400kLaunched 2026-03-17$0.75 in$4.5 out1 public result1 source · 5% coverage
——Grok 4 (0709)xAI · grokMultimodalTools45.8Overall capability256kLaunched 2025-07-09$3 in$15 out1 public result1 source · 5% coverage
——grok-4-0709xAI · grokMultimodalToolsStructured45.8Overall capability256kLaunched 2026-01$2.7 in$13.5 out1 public result1 source · 5% coverage
——MiMo-V2-Flash (Non-Thinking)Xiaomi · mimoReasoningToolsOpen weights45.7Overall capability262.1kLaunched 2025-12-16$0 in$0 out1 public result1 source · 5% coverage
——o3 (2025-04-16)OpenAI · oMultimodalReasoningTools45.4Overall capability200kLaunched 2025-04-16$2 in$8 out1 public result1 source · 5% coverage
——o3-2025-04-16OpenAI · oMultimodalReasoningTools45.4Overall capability200kLaunched 2025-04-16$2 in$8 out1 public result1 source · 5% coverage
——Qwen3.5-27BAlibaba Qwen · qwenMultimodalReasoningTools45.1Overall capability262.1kLaunched 2026-02-23$0.3 in$2.4 out1 public result1 source · 5% coverage
——nvidia-nemotron-3.5-super-vl-120b-a12b-nvfp4NVIDIA · nemotronMultimodalReasoningTools45.1Overall capability1MLaunched 2026-10-15$0.2 in$0.5 out1 public result1 source · 5% coverage
——Grok 4.1 FastxAI · grokMultimodalTools44.8Overall capability2MLaunched 2025-11-17$0.2 in$0.5 out1 public result1 source · 5% coverage
——gemini-2.5-flash-preview-09-2025Google · geminiMultimodalReasoningTools44.4Overall capability1MLaunched 2025-09-25$0.3 in$2.5 out1 public result1 source · 5% coverage
——Gemini 2.5 Flash Preview (09-2025)Google · geminiMultimodalReasoningTools44.3Overall capability1MLaunched 2025-09-25$0.3 in$2.5 out0 public results0 sources · 0% coverage
——gpt-5-highOpenAI · gptMultimodalReasoningTools44.3Overall capability128kLaunched 2025-08-07$1.25 in$10 out1 public result1 source · 5% coverage
——Hunyuan Vision 1.5 ThinkingTencentText44.1Overall capability—Launch date pending— in— out0 public results0 sources · 0% coverage
——hunyuan-vision-1.5-thinkingTencentText44.1Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
——NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)NVIDIA · nemotronMultimodalReasoningTools43.9Overall capability1MLaunched 2026-10-15$0.3 in$0.9 out1 public result1 source · 5% coverage
——MiniMax-M2.7MiniMax · minimaxReasoningToolsStructured43.8Overall capability192kLaunched 2026-03-18$0.3 in$1.2 out1 public result1 source · 5% coverage
——GPT-5 ChatOpenAI · gptMultimodalReasoningTools43.4Overall capability400kLaunched 2025-08-07$1.25 in$10 out0 public results0 sources · 0% coverage
——Step-3.5-Flashstepfun · stepReasoningToolsOpen weights43.2Overall capability262.1kLaunched 2026-01-29$0.1 in$0.3 out1 public result1 source · 5% coverage
——hunyuan-hy3-previewTencentText43.0Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
——Hy3 previewTencent · HyReasoningToolsStructured42.7Overall capability262.1kLaunched 2026-07-06$0.14 in$0.58 out0 public results0 sources · 0% coverage
——Hunyuan T1 (20250711)Tencent · hunyuanReasoningTools42.6Overall capability131.1kLaunched 2026-03-08$0 in$0 out1 public result1 source · 5% coverage
——Qwen3-VL-235B-A22B-ThinkingAlibaba Qwen · qwenMultimodalReasoningTools42.5Overall capability131.1kLaunched 2025-09-23$0.98 in$3.95 out1 public result1 source · 5% coverage
——Grok 4 FastxAI · grokMultimodalTools42.3Overall capability2MLaunched 2025-12-18$0.2 in$0.5 out1 public result1 source · 5% coverage
——Qwen3.5-FlashAlibaba Qwen · qwenMultimodalReasoningTools41.5Overall capability1MLaunched 2026-02-23$0.1 in$0.4 out1 public result1 source · 5% coverage
——Grok 4.3xAI · grokReasoningTools41.5Overall capability200kLaunched 2026-04-30$1.25 in$2.5 out1 public result1 source · 5% coverage
——Claude Haiku 4.5 (20251001)Anthropic · claude-haikuMultimodalReasoningTools41.5Overall capability200kLaunched 2025-10-15$1 in$5 out5 public results2 sources · 95% coverage
——amazon-nova-experimental-chat-26-01-10AmazonText41.3Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
——amazon-nova-experimental-chat-10-20AmazonText40.8Overall capability—Launch date pending— in— out1 public result1 source · 5% coverage
——Qwen3.5-35B-A3BAlibaba Qwen · qwenMultimodalReasoningTools40.7Overall capability262.1kLaunched 2026-02-23$0.25 in$2 out1 public result1 source · 5% coverage
——qwen3-235b-a22b-no-thinkingAlibaba Qwen · qwenTools40.6Overall capability262.1kLaunched 2025-09-23$1.2 in$6 out1 public result1 source · 5% coverage
——Qwen3-235B-A22B (Non-Thinking)Alibaba Qwen · qwenReasoningToolsStructured40.4Overall capability41kLaunched 2025-04-28$0.2 in$0.8 out1 public result1 source · 5% coverage
——minimax-m2.1-previewMiniMax · minimaxReasoningToolsStructured40.2Overall capability204.8kLaunched 2025-12-23$0.3 in$1.2 out1 public result1 source · 5% coverage
——MiniMax-M2.1 PreviewMiniMax · minimaxReasoningToolsOpen weights40.0Overall capability204.8kLaunched 2025-12-23$0.3 in$1.2 out0 public results0 sources · 0% coverage
——Muse GlimmerMeta · museMultimodalReasoningTools39.2Overall capability131.1kLaunched 2026-08-10$0.3 in$1.2 out1 public result1 source · 5% coverage
——GPT-5.3 ChatOpenAI · gptMultimodalToolsStructured39.1Overall capability128kLaunched 2026-03-03$1.75 in$14 out0 public results0 sources · 0% coverage
——Solar Pro 4OpenAI · solar-proReasoningToolsStructured38.9Overall capability524.3kLaunched 2026-08-06$0.15 in$0.6 out1 public result1 source · 5% coverage
——solar-pro4OpenAI · solar-proReasoningToolsStructured38.7Overall capability524.3kLaunched 2026-08-06$0.0413 in$0.17 out1 public result1 source · 5% coverage
——qwen3-30b-a3b-instruct-2507Alibaba Qwen · qwenToolsStructured37.9Overall capability262kLaunched 2025-07-30$0.09 in$0.3 out1 public result1 source · 5% coverage
——gpt-4.1-2025-04-14OpenAI · gptMultimodalToolsStructured37.6Overall capability1MLaunched 2025-04-14$2 in$8 out1 public result1 source · 5% coverage
——Qwen3-30B-A3B-Instruct (2507)Alibaba Qwen · qwenToolsStructuredOpen weights37.5Overall capability131.1kLaunched 2025-07-28$0.09 in$0.3 out1 public result1 source · 5% coverage
——GLM-4.5-AirZhipu AI · glm-airReasoningToolsOpen weights37.5Overall capability131.1kLaunched 2025-07-28$0.2 in$1.1 out1 public result1 source · 5% coverage
——GPT-4.1 (2025-04-14)OpenAI · gptMultimodalToolsStructured37.2Overall capability1MLaunched 2025-04-14$2 in$8 out1 public result1 source · 5% coverage
——Gemini 2.5 Flash-Lite Preview (Non-Thinking, 09-2025)Google · gemini-flash-liteMultimodalReasoning36.1Overall capability1MLaunched 2025-06-17$0.15 in$0.6 out0 public results0 sources · 0% coverage
——Hy3Tencent · HyReasoningToolsStructured35.8Overall capability262.1kLaunched 2026-07-06$0.14 in$0.58 out1 public result1 source · 5% coverage
——NVIDIA-Nemotron-3-Super-120B-A12BNVIDIA · nemotronReasoningToolsStructured35.6Overall capability262.1kLaunched 2026-03-11$0.3 in$0.9 out1 public result1 source · 5% coverage
——Hunyuan TurboS (20250416)Tencent · hunyuanTools35.5Overall capability131.1kLaunched 2026-03-08$0 in$0 out1 public result1 source · 5% coverage
——GPT-5.2 Chat (20260210)OpenAI · gptMultimodalToolsStructured35.5Overall capability128kLaunched 2025-12-11$1.75 in$14 out0 public results0 sources · 0% coverage
——GLM-4.6VZhipu AI · glmMultimodalReasoningTools35.3Overall capability128kLaunched 2025-12-08$0.3 in$0.9 out1 public result1 source · 5% coverage
——DeepSeek-V3 (0324)DeepSeek · deepseekToolsStructuredOpen weights34.7Overall capability64kLaunched 2024-12-26$0.4 in$1.3 out1 public result1 source · 5% coverage
——GPT-5 miniOpenAI · gpt-miniMultimodalReasoningTools34.3Overall capability400kLaunched 2025-08-07$0.25 in$2 out1 public result1 source · 5% coverage
——DeepSeek-R1DeepSeek · deepseek-thinkingReasoningToolsStructured34.1Overall capability64kLaunched 2025-01-20$0.7 in$2.5 out1 public result1 source · 5% coverage
——GPT-5.4 nanoOpenAI · gpt-nanoMultimodalReasoningTools33.9Overall capability400kLaunched 2026-03-17$0.2 in$1.25 out1 public result1 source · 5% coverage
——Kimi K2 Preview (0711)Moonshot AI · kimi-thinkingReasoningToolsStructured33.6Overall capability262.1kLaunched 2025-11-06$0.6 in$2.5 out0 public results0 sources · 0% coverage
——Mistral Medium 3 (2505)Mistral AI · mistral-mediumMultimodalToolsStructured33.4Overall capability131.1kLaunched 2025-05-07$0.4 in$2 out1 public result1 source · 5% coverage
——Grok 3 MinixAI · grokTools33.2Overall capability131.1kLaunched 2024-06-01$0.3 in$0.5 out1 public result1 source · 5% coverage
——Qwen3-Next-80B-A3B-ThinkingAlibaba Qwen · qwenReasoningOpen weights32.8Overall capability131.1kLaunched 2025-09$0.15 in$1.2 out1 public result1 source · 5% coverage
——Qwen2.5-MaxAlibaba Qwen · qwenMultimodalStructuredOpen weights32.3Overall capability32.8kLaunched 2025-01-26$1.01 in$1.01 out1 public result1 source · 5% coverage
——Claude Opus 4 (20250514)Anthropic · claude-opusMultimodalReasoningTools32.3Overall capability192.5kLaunched 2025-05-22$13 in$64 out1 public result1 source · 5% coverage
——gpt-oss-120bOpenAI · gpt-ossReasoningToolsStructured31.9Overall capability131kLaunched 2025-08-05$0.05 in$0.45 out1 public result1 source · 5% coverage
——DeepSeek-V4-FlashDeepSeek · deepseek-flashReasoningToolsStructured31.5Overall capability1MLaunched 2026-07-31$0.44 in$1.32 out5 public results2 sources · 95% coverage
——kimi-k2-0905-previewMoonshot AI · kimi-k2ToolsStructuredOpen weights31.4Overall capability262.1kLaunched 2026-01$0.6 in$2.5 out1 public result1 source · 5% coverage
——gemini-2.5-flash-lite-preview-09-2025-no-thinkingGoogle · gemini-flash-liteMultimodalReasoningTools31.1Overall capability1MLaunched 2026-01$0.09 in$0.36 out1 public result1 source · 5% coverage
——claude-opus-4-20250514-thinking-16kAnthropic · claude-opusMultimodalToolsStructured30.2Overall capability200kLaunched 2026-01$13.5 in$67.5 out1 public result1 source · 5% coverage
——Nemotron Lightning 3.5NVIDIA · nemotronReasoningToolsStructured29.8Overall capability262.1kLaunched 2026-08-15$0.05 in$0.2 out4 public results1 source · 90% coverage
——deepseek-v3-0324DeepSeek · deepseekToolsStructuredOpen weights29.2Overall capability163.8kLaunched 2026-01$0.28 in$1.14 out1 public result1 source · 5% coverage