Rankings

Best AI models for agentic tasks

Ranked by a 0–100 composite of agentic and tool-use benchmarks (Terminal-Bench, APEX, METR task horizon, GDPval (win/tie rate)), scored as percentile rank against every model released in the past year.

NewestOverallCodingMathReasoning & KnowledgeAgentic & ToolsValue

Agentic score is a 0–100 percentile composite across that area’s benchmarks. Open a model for the raw scores.

182 models
Claude Mythos 5Jun 9, 2026 · 4 in the newsAnthropic——100
Claude Fable 5Jun 9, 2026 · 40 in the newsAnthropic1M$10.00 / $50.0098
Step 3.7 FlashMay 29, 2026StepFun262K$0.20 / $1.1598
Claude Opus 5Jul 24, 2026 · 9 in the newsAnthropic1M$5.00 / $25.0095
GLM-5.1Apr 7, 2026 · 7 in the newsZ.ai (Zhipu AI)205K$0.98 / $3.0894
Qwen 3.6 PlusApr 1, 2026 · 3 in the newsAlibaba1M$0.33 / $1.9594
DeepSeek-V4-ProApr 24, 2026 · 6 in the newsDeepSeek1M$0.43 / $0.8793
Gemini 3.5 FlashMay 19, 2026 · 4 in the newsGoogle1M$1.50 / $9.0092
GLM-5.2Jun 16, 2026 · 16 in the newsZ.ai (Zhipu AI)1M$1.10 / $4.1091
Muse Spark 1.1Jul 9, 2026 · 1 in the newsMeta AI1M$1.25 / $4.2590
Qwen 3.6 Max (Preview)Apr 20, 2026 · 2 in the newsAlibaba262K$1.04 / $6.2488
Qwen3.5 397B-A17BFeb 13, 2026 · 1 in the newsAlibaba262K$0.39 / $2.4587
Claude Opus 4.8May 28, 2026 · 4 in the newsAnthropic1M$5.00 / $25.0086
GPT-5.5Apr 23, 2026 · 25 in the newsOpenAI1.1M$5.00 / $30.0086
Gemini 3.1 ProFeb 19, 2026 · 3 in the newsGoogle DeepMind——83
DeepSeek-V4-FlashApr 24, 2026DeepSeek1M$0.13 / $0.2881
MiMo-V2-ProMar 18, 2026Xiaomi Corp——81
Qwen 3.7 MaxMay 19, 2026 · 4 in the newsAlibaba1M$1.25 / $3.7580
Claude Opus 4.6Feb 5, 2026 · 1 in the newsAnthropic1M$5.00 / $25.0079
Mistral Medium 3.5Apr 28, 2026 · 2 in the newsMistral AI262K$1.50 / $7.5077
MiMo-V2.5-ProApr 23, 2026Xiaomi Corp1.1M$0.43 / $0.8777
Claude Opus 4.7Apr 16, 2026 · 4 in the newsAnthropic1M$5.00 / $25.0077
Grok 4.5Jul 8, 2026 · 2 in the newsxAI500K$2.00 / $6.0076
GPT-5.2Dec 11, 2025 · 7 in the newsOpenAI400K$1.75 / $14.0076
GPT-5.4Mar 5, 2026 · 9 in the newsOpenAI1.1M$2.50 / $15.0074
Qwen3.5-27BFeb 24, 2026 · 1 in the newsAlibaba262K$0.20 / $1.5674
Qwen3.5-122B-A10BFeb 24, 2026Alibaba262K$0.26 / $2.0873
Qwen3.7-PlusJun 2, 2026 · 3 in the newsAlibaba1M$0.32 / $1.2870
GPT-5.2 CodexDec 18, 2025 · 3 in the newsOpenAI400K$1.75 / $14.0070
GPT-5.3 CodexFeb 5, 2026 · 4 in the newsOpenAI400K$1.75 / $14.0069
Nova 2.0 Pro PreviewDec 2, 2025Amazon——69
Kimi K2.6Apr 20, 2026 · 11 in the newsMoonshot262K$0.70 / $3.5068
Gemini 3 FlashDec 17, 2025 · 2 in the newsGoogle DeepMind——68
GPT-5.6 SolJul 9, 2026 · 13 in the newsOpenAI1.1M$5.00 / $30.0067
Ring-2.6-1TMay 14, 2026Ant Group262K$0.07 / $0.6367
Grok 4.20Feb 17, 2026xAI2M$1.25 / $2.5065
Muse SparkApr 8, 2026 · 1 in the newsMeta AI——64
GLM-5Feb 17, 2026 · 25 in the newsZ.ai (Zhipu AI)205K$0.70 / $2.2464
Claude Opus 4.5Nov 24, 2025Anthropic200K$5.00 / $25.0062
Kimi K2.7 CodeJun 12, 2026Moonshot262K$0.86 / $3.8061
Trinity Large ThinkingApr 1, 2026Arcee AI262K$0.25 / $0.8060
Gemini 3 ProNov 18, 2025 · 1 in the newsGoogle DeepMind——59
MiniMax-M3Jun 1, 2026MiniMax1M$0.30 / $1.2058
Qwen3.5-Omni-PlusMar 29, 2026Alibaba——56
Kimi K2.5Feb 2, 2026 · 15 in the newsMoonshot262K$0.38 / $2.0255
GPT-5.1-CodexNov 12, 2025 · 2 in the newsOpenAI400K$1.25 / $10.0052
GPT-5.1-Codex-MaxNov 19, 2025 · 2 in the newsOpenAI400K$1.25 / $10.0051
Qwen 3.6 35B-A3BApr 14, 2026 · 3 in the newsAlibaba262K$0.10 / $1.0050
GPT‑5-CodexSep 15, 2025OpenAI400K$1.25 / $10.0050
GPT-5.6 TerraJul 9, 2026OpenAI1.1M$2.50 / $15.0049
GPT-5.4 MiniMar 17, 2026OpenAI400K$0.75 / $4.5049
Claude Sonnet 4.6Feb 17, 2026 · 3 in the newsAnthropic1M$3.00 / $15.0049
Solar Pro 3Jan 27, 2026Upstage128K$0.15 / $0.6049
GPT-5.1-Codex-miniNov 12, 2025OpenAI400K$0.25 / $2.0048
Grok 4.1 FastNov 19, 2025xAI——47
MiniMax-M2.7Mar 18, 2026 · 1 in the newsMiniMax205K$0.25 / $1.0046
MiniMax-M2.5Feb 12, 2026MiniMax205K$0.15 / $0.9046
GPT-5.1Nov 13, 2025 · 7 in the newsOpenAI400K$1.25 / $10.0043
Qwen3.5-Omni-FlashMar 29, 2026Alibaba——41
MiniMax-M2.1Dec 23, 2025MiniMax205K$0.30 / $1.2041
Qwen3-Max-ThinkingJan 25, 2026 · 2 in the newsAlibaba262K$0.78 / $3.9040
GLM-4.7Dec 22, 2025 · 7 in the newsZ.ai (Zhipu AI)205K$0.60 / $2.2039
DeepSeek-V3.2Dec 1, 2025 · 1 in the newsDeepSeek164K$0.25 / $0.4239
Claude Sonnet 4.5Sep 29, 2025 · 4 in the newsAnthropic1M$3.00 / $15.0039
MiniMax-M2Oct 27, 2025MiniMax205K$0.30 / $1.2037
Nex-N2-ProJun 8, 2026Nex AGI262K$0.25 / $1.0035
GPT-5Aug 7, 2025 · 41 in the newsOpenAI400K$1.25 / $10.0035
Command A+May 20, 2026 · 4 in the newsCohere256K$2.50 / $10.0034
Qwen3-Coder-NextFeb 2, 2026 · 1 in the newsAlibaba262K$0.12 / $0.8033
GPT-5.4 NanoMar 17, 2026OpenAI400K$0.20 / $1.2532
Kimi K2 ThinkingNov 6, 2025 · 6 in the newsMoonshot262K$0.60 / $2.5030
Qwen 3.5 Plus (hosted 397B-A17B)Feb 16, 2026Alibaba——29
K-EXAONEDec 31, 2025LG AI Research——28
Qwen3-MaxSep 5, 2025 · 3 in the newsAlibaba262K$0.78 / $3.9028
GPT-5 miniAug 7, 2025 · 1 in the newsOpenAI400K$0.25 / $2.0028
Qwen3.5-9BFeb 24, 2026Alibaba262K$0.10 / $0.1527
Claude Haiku 4.5Oct 15, 2025 · 1 in the newsAnthropic200K$1.00 / $5.0024
Claude Opus 4.1Aug 5, 2025Anthropic200K$15.00 / $75.0024
Grok 4 FastSep 19, 2025xAI——23
Grok 4.1Nov 17, 2025xAI——21
Kimi K2Sep 5, 2025 · 17 in the newsMoonshot131K$0.57 / $2.3021
Nemotron 3 UltraJun 4, 2026 · 1 in the newsNVIDIA——19
Magistral Medium 1.2Sep 18, 2025Mistral AI——19
Qwen3-Coder-480B-A35BJul 31, 2025Alibaba——18
Solar Open 100BDec 31, 2025Upstage——17
Gemma 4 26B A4BApr 2, 2026Google DeepMind——16
GLM-4.5Aug 5, 2025 · 9 in the newsZ.ai (Zhipu AI),Tsinghua University131K$0.60 / $2.2015
Granite 4.1 30BApr 29, 2026IBM——14
Gemini 3.1 Flash-LiteMar 3, 2026 · 2 in the newsGoogle1M$0.25 / $1.5014
GLM-4.6Sep 30, 2025 · 4 in the newsZ.ai (Zhipu AI),Tsinghua University205K$0.55 / $2.2014
Mistral Small 4Mar 16, 2026 · 1 in the newsMistral AI——13
GPT-5 nanoAug 7, 2025OpenAI400K$0.05 / $0.4011
DeepSeek-V3.1Aug 21, 2025DeepSeek——10
gpt-oss-120bAug 5, 2025 · 2 in the newsOpenAI131K$0.04 / $0.1710
gpt-oss-20bAug 5, 2025 · 1 in the newsOpenAI131K$0.03 / $0.1410
DeepSeek-V3.2-ExpSep 29, 2025DeepSeek164K$0.27 / $0.419
Ling-1TOct 10, 2025Ant Group——8
Magistral Small 1.2Sep 18, 2025Mistral AI——5
Gemini 2.5 FlashSep 25, 2025 · 2 in the newsGoogle DeepMind1M$0.30 / $2.504
Mistral Large 3Dec 2, 2025 · 2 in the newsMistral AI——3
Devstral Small 2Dec 9, 2025Mistral AI——2
Qwen3-Omni-30B-A3BSep 22, 2025Alibaba——1
Gemini 2.5 Flash-LiteSep 25, 2025 · 1 in the newsGoogle DeepMind1M$0.10 / $0.400
Qwen3.7 FlashJul 27, 2026Qwen1M$0.03 / $0.13—
Claude Opus 5 (batch)Jul 24, 2026—1M$2.50 / $12.50—
Ling-3.0-flashJul 23, 2026—262K——
Gemini 3.6 FlashJul 21, 2026 · 1 in the newsGoogle DeepMind1M$1.50 / $7.50—
Laguna S 2.1Jul 21, 2026 · 1 in the newsPoolside1M$0.10 / $0.20—
Gemini 3.6 Flash (batch)Jul 21, 2026Google1M$0.75 / $3.75—
Gemini 3.5 Flash-LiteJul 21, 2026 · 1 in the newsGoogle DeepMind1M$0.30 / $2.50—
Gemini 3.5 Flash Lite (batch)Jul 21, 2026Google1M$0.15 / $1.25—
LongCat 2.0Jul 20, 2026 · 2 in the newsMeituan1M$0.30 / $1.20—
Kimi K3Jul 16, 2026 · 19 in the newsMoonshot1M$3.00 / $15.00—
InklingJul 15, 2026 · 2 in the newsThinking Machines1M$1.00 / $4.05—
KAT-Coder-Air V2.5Jul 10, 2026Kwaipilot256K$0.15 / $0.60—
KAT-Coder-Pro V2.5Jul 10, 2026Kwaipilot256K$0.74 / $2.96—
GPT-5.6 Luna ProJul 9, 2026OpenAI1.1M$1.00 / $6.00—
GPT-5.6 Sol ProJul 9, 2026 · 1 in the newsOpenAI1.1M$5.00 / $30.00—
GPT-5.6 LunaJul 9, 2026OpenAI1.1M$1.00 / $6.00—
GPT-5.6 Terra ProJul 9, 2026OpenAI1.1M$2.50 / $15.00—
SWE-1.7Jul 8, 2026Cognition———
Aion-3.0-MiniJul 7, 2026AionLabs131K$0.70 / $1.40—
Aion-3.0Jul 7, 2026AionLabs131K$3.00 / $6.00—
Hy3Jul 6, 2026Tencent262K$0.13 / $0.53—
Laguna XS 2.1Jul 2, 2026Poolside262K$0.06 / $0.12—
Claude Sonnet 5 (batch)Jun 30, 2026Anthropic1M$1.00 / $5.00—
Claude Sonnet 5Jun 30, 2026 · 3 in the newsAnthropic1M$2.00 / $10.00—
Solar Open2 250BJun 28, 2026Upstage———
Fugu UltraJun 24, 2026 · 2 in the newsSakana1M$5.00 / $30.00—
Nex-N2-MiniJun 24, 2026Nex AGI262K$0.03 / $0.10—
Claude Fable 5 (batch)Jun 9, 2026Anthropic1M$5.00 / $25.00—
MAI-Image-2.5Jun 2, 2026Microsoft———
MiniMax M3 (batch)May 31, 2026MiniMax524K$0.15 / $0.60—
Grok Build 0.1May 29, 2026xAI256K$1.00 / $2.00—
Composer 2.5May 18, 2026Cursor———
Perceptron Mk1May 12, 2026Perceptron33K$0.15 / $1.50—
TML-Interaction-SmallMay 11, 2026Thinking Machines———
Laguna XS.2Apr 28, 2026Poolside———
Laguna M.1Apr 28, 2026Poolside———
Qwen 3.6 FlashApr 27, 2026Alibaba1M$0.19 / $1.13—
Tencent Hy3 previewApr 23, 2026Tencent———
GPT-5.5 ProApr 23, 2026 · 1 in the newsOpenAI1.1M$30.00 / $180.00—
GPT Image 2Apr 21, 2026 · 1 in the newsOpenAI———
Grok 4.3 BetaApr 17, 2026xAI———
Gemini Flash 3.1 TTSApr 15, 2026Google DeepMind———
Gemini Robotics-ER 1.6Apr 14, 2026 · 2 in the newsGoogle———
EXAONE 4.5Apr 9, 2026LG AI Research———
Gemma 4 31B ITApr 2, 2026Google DeepMind262K$0.10 / $0.35—
Composer 2Mar 19, 2026Cursor———
Nemotron 3 SuperMar 11, 2026 · 1 in the newsNVIDIA———
GPT-5.4 ProMar 5, 2026OpenAI1.1M$30.00 / $180.00—
Gemini 3.0 Flash-liteMar 3, 2026Google DeepMind———
SWE 1.6Mar 1, 2026Cognition———
Qwen 3.5 Flash (hosted 35B-A3B)Feb 25, 2026Alibaba———
Seedance 2.0Feb 12, 2026 · 4 in the newsByteDance———
VAETKIDec 30, 2025NC AI———
A.X K1Dec 30, 2025SK Telecom———
HyperCLOVA X SEED 32B ThinkDec 29, 2025NAVER———
Nemotron 3-Nano-30B-A3BDec 15, 2025 · 1 in the newsNVIDIA262K$0.05 / $0.20—
GPT-5.2 ProDec 11, 2025OpenAI400K$21.00 / $168.00—
SIMA 2Dec 4, 2025 · 1 in the newsGoogle DeepMind———
DeepSeekMath-V2Nov 27, 2025DeepSeek———
Gemini 3 Pro Image (Nano Banana Pro)Nov 20, 2025Google DeepMind———
Olmo 3Nov 20, 2025 · 1 in the newsAllen Institute for AI———
Cogito v2.1Nov 19, 2025Deep Cogito———
π0.6 (pi-0.6)Nov 17, 2025Physical Intelligence———
P1-235B-A22BNov 17, 2025Shanghai AI Lab———
GPT-5.1 InstantNov 13, 2025 · 1 in the newsOpenAI———
Meta's Generative Ads Model (GEM)Nov 10, 2025Meta AI———
Tongyi DeepResearchOct 28, 2025Alibaba———
Veo 3.1Oct 15, 2025 · 2 in the newsGoogle DeepMind———
GPT-5 ProOct 7, 2025OpenAI400K$15.00 / $120.00—
Sora 2.0Sep 30, 2025OpenAI———
Gemini Robotics-ER 1.5Sep 25, 2025Google DeepMind———
AgentFounder-30BSep 16, 2025Alibaba———
LongCat-FlashSep 1, 2025Meituan Inc———
Qwen3-235B-A22B (Jul 2025)Sep 1, 2025Alibaba———
Gemini 2.5 Flash Image (Nano Banana)Aug 26, 2025Google———
Qwen ImageAug 4, 2025 · 7 in the newsAlibaba———
Hierarchical Reasoning Model (HPM)Aug 4, 2025Sapient Intelligence———
MindLink-72BAug 1, 2025Kunlun Inc.———
Gemini 2.5 Deep ThinkAug 1, 2025Google,Google DeepMind———

Frequently asked questions

What is the best AI model for agentic tasks?

Claude Mythos 5 (Anthropic) currently ranks first for agentic tasks on Model Beat, followed by Claude Fable 5 and Step 3.7 Flash. Ranked by a 0–100 composite of agentic and tool-use benchmarks (Terminal-Bench, APEX, METR task horizon, GDPval (win/tie rate)), scored as percentile rank against every model released in the past year.

Which is the most affordable strong agentic tasks model?

Among the top-ranked agentic tasks models, Step 3.7 Flash is the cheapest at $0.20 per million input tokens.

How are these agentic tasks rankings calculated?

Ranked by a 0–100 composite of agentic and tool-use benchmarks (Terminal-Bench, APEX, METR task horizon, GDPval (win/tie rate)), scored as percentile rank against every model released in the past year.

Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.