Chatbot Arena +

OproAI 2026Aug 16

This leaderboard is based on the following benchmarks.

  • Arena + — an agent-driven battle platform for large language models (LLMs). We use LLM-as-a-judge to compute Elo ratings.
  • AAII — Artificial Analysis Intelligence Index aggregating 10 challenging evaluations.
  • ARC-AGI — Artificial General Intelligence benchmark v2 to measure fluid intelligence.
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ModelArena EloCodingVisionAAIIMMLU-ProARC-AGIOrganizationLicense
🏆Claude Opus 51511156613146391.690.4AnthropicProprietary
🏆Claude Fable 51510156613126291.589.2AnthropicProprietary
🏆GPT-5.6 Sol1509156713126190.292.5OpenAIProprietary
🥇Grok-4.61507156313106189.675xAIProprietary
🥇Kimi-K3 ✅1506156213116089.3MoonshotKimi K3
🥇Claude Opus 4.8 Thinking1506156213105890.178AnthropicProprietary
🥇Qwen3.8-Max ✅1506156013125889.8AlibabaQwen3
🥇GPT-5.6 Terra1505156213105789.683.9OpenAIProprietary
🥇GPT-5.5-high1505156113115789.685OpenAIProprietary
🥇GLM-5.3 ✅150515605987.8Z.aiMIT
🥇Claude Opus 4.7 Thinking150415591309569075.8AnthropicProprietary
🥇Grok-4.51504155613055689.5xAIProprietary
🥇Gemini-3.1-Pro150415311309569177.1GoogleProprietary
🥇Claude Opus 4.8150315581306559062.2AnthropicProprietary
🥇Gemini-3.7-Flash150315571303569080.6GoogleProprietary
🥇Claude Opus 4.71502155413005489.962.1AnthropicProprietary
🥇DeepSeek-V4-Pro150215505487.5DeepSeekMIT
🥇Claude Opus 4.6 Thinking1502154513045489.769.2AnthropicProprietary
🥇Muse Spark 1.21502154013005688.8MetaProprietary
🥈Gemini-3.6-Flash150115351301549072.1GoogleProprietary
🥈GPT-5.4-high1496153812905488.674OpenAIProprietary
🥈Muse Spark 1.11496152112985488.7MetaProprietary
🥈Grok-4.201495151812795388.665.1xAIProprietary
🥈Gemini-3-Pro149215011308549033.6GoogleProprietary
🥈Claude Opus 4.61490153512985289.564.6AnthropicProprietary
🥈GLM-5.2148815255487.522.8Z.aiMIT
🥈Qwen3.7-Max1486150512895389.6AlibabaProprietary
🥈Claude Sonnet 5 Thinking1485152012855489AnthropicProprietary
🥈Muse Spark1484149312945287.3MetaProprietary
🥈Grok-4.1-Thinking148214835188.226xAIProprietary
🥈ERNIE-5.1147514955287.1BaiduProprietary
🥈Claude Opus 4.5 (thinking-32k)146915105189.530.6AnthropicProprietary
🥈Claude Sonnet 4.6 Thinking146815111278528860.4AnthropicProprietary
🥈GLM-5.1146715065287.15.1Z.aiMIT
🥈Seed2.0 Pro1466149512885187.8ByteDanceProprietary
🥈Kimi-K2.6-Thinking1466149312865287.3MoonshotModified MIT
🥈Qwen3.5-Max146614935187.8AlibabaProprietary
🥈MiMo-V2.5-Pro146614855187XiaomiMIT
🥈GPT-5.2-high1465147012805387.552.9OpenAIProprietary
🥈Gemini-3-Flash146514691292528931.1GoogleProprietary
🥈GPT-5.41465146812755188.429.2OpenAIProprietary
🥈GPT-5.1-high1464146612505187.117.6OpenAIProprietary
🥈GPT-5.21464146512484987.426.7OpenAIProprietary
🥈Grok-4.1146314634988xAIProprietary
🥈Claude Opus 4.5146214964088.87.8AnthropicProprietary
🥈GPT-5.4-mini-high14611461498718.9OpenAIProprietary
🥈Claude Sonnet 4.61460150012774587.337.6AnthropicProprietary
🥉Gemini-2.5-Pro1459146512664386.24.9GoogleProprietary
🥉ERNIE-5.01458146112514586BaiduProprietary
🥉Qwen3.6-Plus145614825188.5AlibabaProprietary
🥉Minimax-M3145214855187.2MiniMaxNon-commercial
🥉GLM-51452146151875Z.aiMIT
🥉Kimi-K2.5-Thinking1451148012715087.111.8MoonshotModified MIT
🥉DeepSeek-V4-Flash145114665186.261.4DeepSeekMIT
🥉GPT-5.6 Luna145114655186.159.5OpenAIProprietary
🥉Qwen3.8-27B145014655186.3AlibabaApache 2.0
🥉Qwen3.5-397B-A17B145014635087.85AlibabaApache 2.0
🥉Gemma-4-31B-it144914624385.2GoogleApache 2.0
🥉GLM-4.7144514604985.6Z.aiMIT
🥉GPT-5-high1444146012324687.19.9OpenAIProprietary
🥉Qwen3-Max144314684485.3AlibabaProprietary
🥉Gemma-4-26B-A4B-it144314603682.6GoogleApache 2.0
🥉Grok-41442145312214686.616xAIProprietary
🥉GLM-4.6144114583683.5Z.aiMIT
🥉GPT-5.114401450124346877.5OpenAIProprietary
🥉Kimi-K2-Thinking143814504884.8MoonshotModified MIT
🥉Claude Sonnet 4.5 (thinking-32k)143214854187.513.6AnthropicProprietary
🥉MiMo-V2-Pro143114415086.8XiaomiProprietary
🥉GLM-4.5143014483483.5Z.aiMIT
🥉Qwen3-VL-235B-A22B-Instruct1429145712462982.8AlibabaApache 2.0
🥉Mistral Large 3142814502181MistralApache 2.0
🥉ChatGPT-4o-latest (2025-03-26)1427143412422080.3OpenAIProprietary
🥉DeepSeek-R1-0528142614363784.91.3DeepSeekMIT
🥉Claude Opus 4.1 (thinking-16k)142514753987.8AnthropicProprietary
🥉o3-2025-04-161424144112184585.36.5OpenAIProprietary
🥉Grok-3-Preview-02-24142314392479.9xAIProprietary
🥉Hunyuan-Hy3142214484686.2TencentTencent
🥉DeepSeek-V3.2-Thinking142214384686.24DeepSeekMIT
🪙Gemini-3.1-Flash-Lite1421140212304086.2GoogleProprietary
🪙Claude Sonnet 4.5142014642986AnthropicProprietary
🪙LongCat-Flash-Chat142014612982.7MeituanMIT
🪙Claude Opus 4.1141914652787.3AnthropicProprietary
🪙Grok-4-Fast141914414285xAIProprietary
🪙Qwen3-235B-A22B-Instruct-2507141814572982.81.3AlibabaApache 2.0
🪙Nemotron-3-Ultra-550B-A55B141814525186.8NvidiaNvidia Open
🪙DeepSeek-V3.1-Thinking141814373885.1DeepSeekMIT
🪙DeepSeek-V3.2141814313283.7DeepSeekMIT
🪙Qwen3-Next-80B-A3B-Instruct141714563782.4AlibabaApache 2.0
🪙Amazon-Nova-Chat-11-10141714314283AmazonProprietary
🪙DeepSeek-V3.1141714302783.3DeepSeekMIT
🪙Minimax-M2.7141614485087.1MiniMaxNon-commercial
🪙Qwen3-235B-A22B-Thinking-2507141614424284.3AlibabaApache 2.0
🪙GPT-4.5-Preview14151419119021810.8OpenAIProprietary
🪙GPT-5-chat1413142112384586.67.5OpenAIProprietary
🪙Gemini-2.5-Flash1412142012353683.22.5GoogleProprietary
🪙Qwen3-VL-235B-A22B-Thinking1411143212154284.3AlibabaApache 2.0
🪙Hunyuan-Vision-1.5-Thinking14101419122086.2TencentProprietary
🪙Minimax-M2.51408143645874.9MiniMaxModified MIT
🪙MiMo-V2-Flash140214114184.8XiaomiMIT
🪙Mistral Medium 3.1140114122077.2MistralProprietary
🪙Hunyuan-T1-202507111400140986.2TencentProprietary
🪙Minimax-M2.1139914304487MiniMaxModified MIT
🪙MAI-1-Preview13981406MicrosoftProprietary
🪙Gemini-2.0-Pro-Exp-02-051398139611701980.5GoogleProprietary
🪙Gemini-2.0-Flash-Thinking-Exp-01-211397138312082179.8GoogleProprietary
🪙Step-3.5-Flash138714334083.5StepFunApache 2.0
🪙GLM-4.5-Air138614102781.5Z.aiMIT
🪙Qwen3-30B-A3B-Instruct-2507138214252477.7AlibabaApache 2.0
🪙Kimi-K2-0905-Preview138214032982.4MoonshotModified MIT
🪙Qwen-VL-Max-2025-08-13138114401213AlibabaProprietary
🪙GPT-4.1-2025-04-141381139612072580.60.4OpenAIProprietary
🪙Kimi-K2-0711-Preview138014022782.4MoonshotModified MIT
🪙Claude Haiku 4.5137814362280AnthropicProprietary
🪙DeepSeek-V3-0324137713912281.9DeepSeekMIT
🪙Hunyuan-Turbos-202504161377139078TencentProprietary
🪙Claude Opus 4 (thinking-16k)1376143411883787.38.6AnthropicProprietary
🪙GPT-5-mini1375141912144282.84.4OpenAIProprietary
🪙DeepSeek-R1137313822884.41.3DeepSeekMIT
🪙Gemini-2.0-Flash-Exp1370137111911978.21.3GoogleProprietary
🪙Qwen3-235B-A22B136913942682.8AlibabaApache 2.0
🪙Mistral Medium 31369138711591976MistralProprietary
🪙gpt-oss-120b136813983980.8OpenAIApache 2.0
🪙Qwen2.5-Max136713731776.2AlibabaProprietary
🪙Claude Opus 413661405117325861.3AnthropicProprietary
🪙Grok-3-mini-high136613803682.8xAIProprietary
🪙o1-2024-12-171366137811663084.11.3OpenAIProprietary
🪙o4-mini-2025-04-161362138511924383.26.1OpenAIProprietary
🪙Step-3136014001190StepFunProprietary
🪙Qwen3-Coder-480B-A35B-Instruct135814062378.8AlibabaApache 2.0
🪙Nemotron-3-Super-120B-A12B135714014083.7NvidiaNvidia Open
🪙Gemma-3-27B-it1356135011631166.9GoogleGemma
🪙INTELLECT-313551376Prime IntellectMIT
🪙Claude Sonnet 4 (thinking-32k)1351141211873784.25.9AnthropicProprietary
🪙Minimax-M1135113693181.6MiniMaxApache 2.0
🪙Qwen3-32B134213762279.8AlibabaApache 2.0
🪙Llama-3.3-Nemotron-Super-49B-v1.5134013593081.4NvidiaNvidia Open
🪙Step-1o-Turbo-202506133913611182StepFunProprietary
🪙o3-mini-high133813803380.23OpenAIProprietary
🪙GPT-4.1-mini-2025-04-141338137011772178.1OpenAIProprietary
🪙Gemini-2.5-Flash-Lite1337136212052275.9GoogleProprietary
🪙Mistral-Small-3.2-25061337136111451568.1MistralApache 2.0
🪙Claude Sonnet 41335138411702483.71.3AnthropicProprietary
🪙Gemma-3-12B-it133513101159.5GoogleGemma
🪙DeepSeek-V3133413371775.2DeepSeekDeepSeek
🪙GPT-5-nano1333136311663277.22.6OpenAIProprietary
🪙QwQ-32B133213512676.4AlibabaApache 2.0
🪙GLM-4-Plus-01111332131078.6Z.aiProprietary
🪙Gemini-2.0-Flash-Lite1330133810971472.4GoogleProprietary
🪙Qwen-Plus-012513271339AlibabaProprietary
🪙Command A (03-2025)132713361571.2CohereCC-BY-NC-4.0
🪙Amazon-Nova-Chat-05-14132413371773.3AmazonProprietary
🪙Llama-3.1-Nemotron-Ultra-253B-v1132113452482.5NvidiaNvidia Open
🪙Step-2-16K-Exp13211313StepFunProprietary
🪙Qwen3-30B-A3B132013462177.7AlibabaApache 2.0
🪙Gemini-1.5-Pro-00213201311115817750.8GoogleProprietary
🪙o1-mini131813662174.20.8OpenAIProprietary
🪙o3-mini131813613179.12.1OpenAIProprietary
🪙Claude 3.7 Sonnet (thinking-32k)1316135511672583.70.9AnthropicProprietary
🪙gpt-oss-20b131513712773.6OpenAIApache 2.0
🪙Hunyuan-Turbo-011013141335TencentProprietary
🪙Llama-3.3-Nemotron-Super-49B-v1131013202078.5NvidiaNvidia Open
🪙OLMo-3-32b-think130613271975.9Ai2Apache-2.0
🪙Grok-2-08-13130512981370.9xAIGrok 2
🪙Gemma-3n-e4b-it13041297848.8GoogleGemma
🪙Yi-Lightning1303132101 AIProprietary
🪙GPT-4o-2024-05-131302130711341474.8OpenAIProprietary
🪙Claude 3.7 Sonnet1301134111451880.3AnthropicProprietary
🪙Claude 3.5 Sonnet (20241022)1299134011221577.2AnthropicProprietary
🪙Deepseek-v2.5-1210129613161167.2DeepSeekDeepSeek
🪙Athene-v2-Chat-72B12941320NexusFlowNexusFlow
🪙Gemma-3-4B-it12931265641.7GoogleGemma
🪙Llama-4-Maverick-17B-128E-Instruct1292131211352180.9MetaLlama 4
🪙GLM-4-Plus1292130170.2Z.aiProprietary
🪙Hunyuan-Large-2025-02-1012911311TencentProprietary
🪙Gemini-1.5-Flash-0021290127311371368GoogleProprietary
🪙GPT-4o-mini-2024-07-181289130010631164.8OpenAIProprietary
🪙GPT-4.1-nano-2025-04-141287131210601465.7OpenAIProprietary
🪙Llama-3.1-405B-Instruct-bf16128612991373.2MetaLlama 3.1
🪙Llama-3.1-Nemotron-70B-Instruct128512891269NvidiaLlama 3.1
🪙Qwen-Max-091912841296AlibabaProprietary
🪙Llama-3.1-405B-Instruct-fp8128412921373.2MetaLlama 3.1
🪙Yi-Lightning-lite1284128601 AIProprietary
🪙Claude 3.5 Sonnet (20240620)1283130911171375.1AnthropicProprietary
🪙Grok-2-mini-08-1312831279xAIProprietary
🪙Llama-4-Scout-17B-16E-Instruct1276129011261575.2MetaLlama 4
🪙Hunyuan-Standard-2025-02-1012761289TencentProprietary
🪙Llama-3.3-70B-Instruct127612791471.3MetaLlama 3.3
🪙Deepseek-v2.5127513061066.2DeepSeekDeepSeek
🪙GPT-4-Turbo-2024-04-091275128010871369.4OpenAIProprietary
🪙Qwen2.5-72B-Instruct127213021372AlibabaQwen
🪙Hunyuan-Large-Vision127012981183TencentProprietary
🪙Mistral-Small-3.1-24B-Instruct-25031269129511211165.9MistralApache 2.0
🪙Mistral-Large-2411126912841269.7MistralMRL
🪙Athene-70B12681274NexusFlowCC-BY-NC-4.0
🪙GPT-4-1106-preview126712691163.7OpenAIProprietary
🪙GPT-4-0125-preview12661261OpenAIProprietary
🪙Claude 3 Opus1265126910201169.6AnthropicProprietary
🪙Llama-3.1-70B-Instruct126512681167.6MetaLlama 3.1
🪙Amazon Nova Pro 1.0126212829791369.1AmazonProprietary
🪙Llama-3.1-Tulu-3-70B12601251Ai2Llama 3.1
🪙Claude 3.5 Haiku (20241022)1256128710951063.4AnthropicProprietary
🪙magistral-medium-2506125313071975.3MistralProprietary
🪙Reka-Core-202409041252123810Reka AIProprietary
🪙Reka-Core-2024072212501226Reka AIProprietary
🪙Qwen-Plus-082812421263AlibabaProprietary
🪙Jamba-1.5-Large12421244857.2AI21 LabsJamba Open
🪙Deepseek-v2-API-062812401260DeepSeekDeepSeek
🪙Mistral-Small-3-24B-Instruct-2501123812511165.2MistralApache 2.0
🪙Deepseek-Coder-v2-072412371286758.5DeepSeekDeepSeek
🪙Yi-Large12361238758.601 AIProprietary
🪙Gemma-2-27B-it12361226957.5GoogleGemma
🪙Qwen2.5-Coder-32B-Instruct123512791163.5AlibabaApache 2.0
🪙Amazon Nova Lite 1.0123312539891159AmazonProprietary
🪙Gemma-2-9B-it-SimPO12331211PrincetonMIT
🪙Command R+ (08-2024)12331200343.2CohereCC-BY-NC-4.0
🪙Gemini-1.5-Flash-8B-001123112281042856.9GoogleProprietary
🪙Llama-3.1-Nemotron-51B-Instruct12311227NvidiaLlama 3.1
🪙GLM-4-052012301237Z.aiProprietary
🪙Nemotron-4-340B-Instruct12291220NvidiaNvidia Open
🪙Aya-Expanse-32B12291211337.7CohereCC-BY-NC-4.0
🪙Reka-Flash-202409041225120810Reka AIProprietary
🪙Llama-3-70B-Instruct12241216757.4MetaLlama 3
🪙Claude 3 Sonnet12231232983757.9AnthropicProprietary
🪙OLMo-2-0325-32B-Instruct12231215751.1Ai2Apache-2.0
🪙Phi-4122212421371.4MicrosoftMIT
🪙Reka-Flash-2024072212181201Reka AIProprietary
🪙Amazon Nova Micro 1.012151228953.1AmazonProprietary
🪙Gemma-2-9B-it12131194449.5GoogleGemma
🪙Hunyuan-Standard-256K12091244TencentProprietary
🪙Command R+ (04-2024)12091184342.7CohereCC-BY-NC-4.0
🪙Qwen2-72B-Instruct12081206962.2AlibabaQianwen
🪙Claude 3 Haiku12001208950550AnthropicProprietary
🪙Llama-3.1-Tulu-3-8B12001197Ai2Llama 3.1
🪙Qwen-Max-042811991208AlibabaProprietary
🪙Ministral-8B-241011981219438.9MistralMRL
🪙GLM-4-011611981209Z.aiProprietary
🪙DeepSeek-Coder-V2-Instruct11961259DeepSeekDeepSeek
🪙Command R (08-2024)1195118033.8CohereCC-BY-NC-4.0
🪙Llama-3.1-8B-Instruct11931203547.6MetaLlama 3.1
🪙Jamba-1.5-Mini11931197AI21 LabsJamba Open
🪙Aya-Expanse-8B11931184131.2CohereCC-BY-NC-4.0
🪙Qwen1.5-110B-Chat118011925AlibabaQianwen
🪙Yi-1.5-34B-Chat1178118101 AIApache-2.0
🪙Claude-111781161AnthropicProprietary
🪙Qwen1.5-72B-Chat11721175AlibabaQianwen
🪙Mistral Medium11711172449.1MistralProprietary
🪙Llama-3-8B-Instruct11711164340.5MetaLlama 3
🪙Command R (04-2024)1169114133.7CohereCC-BY-NC-4.0
🪙InternLM2.5-20B-chat11681179InternLMOther
🪙Mixtral-8x22b-Instruct-v0.111681175653.7MistralApache 2.0
🪙Gemma-2-2b-it11631130GoogleGemma
🪙Granite-3.1-8B-Instruct11581191IBMApache 2.0
🪙Claude-2.011581160448.6AnthropicProprietary
🪙Gemini-1.0-Pro-00111551125GoogleProprietary
🪙Zephyr-ORPO-141b-A35b-v0.111501144HuggingFaceApache 2.0
🪙Claude-2.111461158549.5AnthropicProprietary
🪙GPT-3.5-Turbo-061311451164446.2OpenAIProprietary
🪙Qwen1.5-32B-Chat11441163AlibabaQianwen
🪙Phi-3-Medium-4k-Instruct11441146554.3MicrosoftMIT
🪙Starling-LM-7B-beta11391151NexusflowApache-2.0
🪙Mixtral-8x7B-Instruct-v0.111381136138.7MistralApache 2.0
🪙GPT-3.5-Turbo-031411381136OpenAIProprietary
🪙Granite-3.1-2B-Instruct11361166IBMApache 2.0
🪙Qwen1.5-14B-Chat11351144AlibabaQianwen
🪙Claude-Instant-11135113643.4AnthropicProprietary
🪙Yi-34B-Chat1134112901 AIYi
🪙Tulu-2-DPO-70B11271120Ai2Ai2 ImpACT
🪙DBRX-Instruct-Preview11261141DatabricksDBRX
🪙WizardLM-70B-v1.011261093MicrosoftLlama 2
🪙Llama-2-70B-chat11221099340.7MetaLlama 2
🪙Nous-Hermes-2-Mixtral-8x7B-DPO11191103NousResearchApache-2.0
🪙Llama-3.2-3B-Instruct11181097234.7MetaLlama 3.2
🪙Phi-3-Small-8k-Instruct11171123MicrosoftMIT
🪙OpenChat-3.5-010611141119OpenChatApache-2.0
🪙Starling-LM-7B-alpha11141104UC BerkeleyCC-BY-NC-4.0
🪙Vicuna-33B11131091LMSYSNon-commercial
🪙DeepSeek-LLM-67B-Chat111111063DeepSeekDeepSeek
🪙Snowflake Arctic Instruct11091101SnowflakeApache 2.0
🪙Granite-3.0-8B-Instruct11081115IBMApache 2.0
🪙NV-Llama2-70B-SteerLM-Chat11061047NvidiaLlama 2
🪙OpenChat-3.511031077OpenChatApache-2.0
🪙Gemma-1.1-7B-it11021105GoogleGemma
🪙OpenHermes-2.5-Mistral-7B11001083NousResearchApache-2.0
🪙pplx-70B-online10991055Perplexity AIProprietary
🪙Mistral-7B-Instruct-v0.21097109424.5MistralApache-2.0
🪙Llama-2-13b-chat10931077340.6MetaLlama 2
🪙Granite-3.0-2B-Instruct10911104IBMApache 2.0
🪙SOLAR-10.7B-Instruct-v1.010911073Upstage AICC-BY-NC-4.0
🪙Qwen1.5-7B-Chat10901110AlibabaQianwen
🪙Phi-3-Mini-4K-Instruct-June-2410881098MicrosoftMIT
🪙Dolphin-2.2.1-Mistral-7B10881049CognitiveApache-2.0
🪙WizardLM-13b-v1.210841048MicrosoftLlama 2
🪙Phi-3-Mini-4k-Instruct10821102MicrosoftMIT
🪙MPT-30B-chat10761055MosaicMLCC-BY-NC-SA-4.0
🪙Zephyr-7B-beta10761053HuggingFaceMIT
🪙CodeLlama-34B-instruct10731065MetaLlama 2
🪙Llama-3.2-1B-Instruct1067106320MetaLlama 3.2
🪙Qwen2.5-VL-32B-Instruct1149AlibabaApache 2.0
🪙Step-1o-Vision-32k (highres)1119StepFunProprietary
🪙Qwen2.5-VL-72B-Instruct1104AlibabaQwen
🪙Pixtral-Large-241110881270.1MistralMRL
🪙Qwen-VL-Max-11191056AlibabaProprietary
🪙Qwen2-VL-72b-Instruct1044AlibabaQwen
🪙Step-1V-32K1043StepFunProprietary
🪙Molmo-72B-09241010Ai2Apache 2.0
🪙Pixtral-12B-24091006447.3MistralApache 2.0
🪙InternVL2-26B1003OpenGVLabMIT
🪙Llama-3.2-90B-Vision-Instruct9971067.1MetaLlama 3.2
🪙Hunyuan-Standard-Vision-2024-12-31996TencentProprietary
🪙Aya-Vision-32B992CohereCC-BY-NC-4.0
🪙Qwen2-VL-7B-Instruct988AlibabaApache 2.0
🪙Yi-Vision97801 AIProprietary
🪙Llama-3.2-11B-Vision-Instruct964546.4MetaLlama 3.2
🪙Molmo-7B-D-0924957Ai2Apache 2.0

⚖️1 Claude Opus 5 · GPT-5.6 Sol

🔨2 Grok-4.6 · GPT-5.6 Terra

💻 Arena Elo ratings are computed by this notebook.

💡 AAII incorporates 10 evaluations: MMLU-Pro, GDPval-AA, 𝜏³-Banking, Terminal-Bench, SciCode, Humanity’s Last Exam, GPQA Diamond, CritPt, AA-Omniscience, AA-LCR.

ARC-AGI-2 Performance vs. Cost Explorer

Linear Log
Score: Cost:

⧉ Aligning task complexity to model capability:


  1. Architect: The strategic brain—built for systemic design, deep planning, and high-horizon reasoning. ↩︎

  2. Operator: The operational engine—built for workflow management, task routing, and rapid execution. ↩︎