AI Agents

Models optimised for autonomous agent workflows.

Updated June 12, 2026

Models optimised for autonomous agent workflows.

# Model Score AI Index Context Input / 1M Output / 1M Caps
1Anthropic: Claude Fable 5anthropic New Top Pick94.764.91M$10.00$50.00
2Anthropic: Claude Opus 4.8anthropic New Top Pick In-House Pick92.461.41M$5.00$25.00
3Google: Gemini 3.1 Pro Previewgoogle Best for Agents91.757.21M$2.00$12.00
4OpenAI: GPT-5.5openai Top Pick88.860.21.1M$5.00$30.00
5Anthropic: Claude Opus 4.7anthropic88.357.31M$5.00$25.00
6Anthropic: Claude Sonnet 4.6anthropic In-House Pick84.444.41M$3.00$15.00
7Qwen: Qwen3.7 Maxqwen New83.956.61M$1.25$3.75
8OpenAI: GPT-5.3-Codexopenai83.553.6400K$1.75$14.00
9Google: Gemini 3 Flash Previewgoogle82.5351M$0.5000$3.00
10xAI: Grok Code Fast 1x-ai8228.7256K$0.2000$1.50
11MiniMax: MiniMax M3minimax New8254.71M$0.3000$1.20
12Z.ai: GLM 4.7z-ai8234.2203K$0.4000$1.75
13Anthropic: Claude Sonnet 4anthropic82331M$3.00$15.00
14OpenAI: GPT-5.1openai8247.7400K$1.25$10.00
15Z.ai: GLM 5 Turboz-ai8246.8262K$1.20$4.00
16Mistral: Mistral Medium 3.5mistralai8239.2262K$1.50$7.50
17OpenAI: GPT-5openai8244.6400K$1.25$10.00
18Qwen: Qwen3.6 Plusqwen82501M$0.3250$1.95
19Qwen: Qwen3.7 Plusqwen New8253.31M$0.3200$1.28
20Google: Gemini 2.5 Pro Preview 05-06google8229.51M$1.25$10.00
21GPT-5.5 (high)OpenAI Best for Coding8258.9$5.00$30.00
22OpenAI: GPT-5.1-Codexopenai8243.1400K$1.25$10.00
23OpenAI: GPT-5.4 Nanoopenai8244400K$0.2000$1.25
24inclusionAI: Ling-2.6-1Tinclusionai8233.6262K$0.0750$0.6250
25OpenAI: GPT-5 Miniopenai8241.2400K$0.2500$2.00
26NVIDIA: Nemotron 3 Ultranvidia New8247.71M$0.5000$2.50
27Xiaomi: MiMo-V2-Flashxiaomi8230.3262K$0.1000$0.3000
28OpenAI: o3openai8238.4200K$2.00$8.00
29Muse SparkMeta8252.2FreeFree
30MoonshotAI: Kimi K2 Thinkingmoonshotai8240.9262K$0.6000$2.50
31MiniMax: MiniMax M2.7minimax Updated8249.6205K$0.2500$1.00
32OpenAI: gpt-oss-20bopenai8220.8131K$0.0290$0.1400
33MoonshotAI: Kimi K2.6moonshotai Updated8253.9262K$0.6800$3.41
34OpenAI: o4 Miniopenai8233.1200K$1.10$4.40
35Nova 2.0 Lite (high)Amazon8234.5$0.3000$2.50
36MiniMax: MiniMax M2minimax8236.1205K$0.2550$1.00
37Xiaomi: MiMo-V2-Omnixiaomi8243.4262K$0.4000$2.00
38inclusionAI: Ring-2.6-1Tinclusionai8238.5262K$0.0750$0.6250
39Qwen: Qwen3.5 397B A17Bqwen8240.1262K$0.3900$2.34
40Anthropic: Claude Opus 4.1anthropic8242200K$15.00$75.00
41Xiaomi: MiMo-V2.5xiaomi82491M$0.1400$0.2800
42Anthropic: Claude 3.7 Sonnetanthropic8230.8200K$3.00$15.00
43Nova 2.0 Lite (medium)Amazon8229.7$0.3000$2.50
44OpenAI: o3 Deep Researchopenai8238.3200K$10.00$40.00
45Xiaomi: MiMo-V2-Proxiaomi8249.21M$1.00$3.00
46Google: Gemini 3.5 Flashgoogle New8254.81M$1.50$9.00
47MiniMax: MiniMax M2.5minimax8241.9205K$0.1500$0.9000
48MoonshotAI: Kimi K2 0711moonshotai8226.3131K$0.5700$2.30
49Tencent: Hy3 preview (free)tencent8241.9262KFreeFree
50OpenAI: GPT-5.2openai8251.3400K$1.75$14.00
#1NewTop Pick94.7
Anthropic: Claude Fable 5anthropic
AI 64.91M ctx$10.00/M in
#2NewTop PickIn-House Pick92.4
Anthropic: Claude Opus 4.8anthropic
AI 61.41M ctx$5.00/M in
#3Best for Agents91.7
Google: Gemini 3.1 Pro Previewgoogle
AI 57.21M ctx$2.00/M in
#4Top Pick88.8
OpenAI: GPT-5.5openai
AI 60.21.1M ctx$5.00/M in
#588.3
Anthropic: Claude Opus 4.7anthropic
AI 57.31M ctx$5.00/M in
#6In-House Pick84.4
Anthropic: Claude Sonnet 4.6anthropic
AI 44.41M ctx$3.00/M in
#7New83.9
Qwen: Qwen3.7 Maxqwen
AI 56.61M ctx$1.25/M in
#883.5
OpenAI: GPT-5.3-Codexopenai
AI 53.6400K ctx$1.75/M in
#982.5
Google: Gemini 3 Flash Previewgoogle
AI 351M ctx$0.5000/M in
#1082
xAI: Grok Code Fast 1x-ai
AI 28.7256K ctx$0.2000/M in
#11New82
MiniMax: MiniMax M3minimax
AI 54.71M ctx$0.3000/M in
#1282
Z.ai: GLM 4.7z-ai
AI 34.2203K ctx$0.4000/M in
#1382
Anthropic: Claude Sonnet 4anthropic
AI 331M ctx$3.00/M in
#1482
OpenAI: GPT-5.1openai
AI 47.7400K ctx$1.25/M in
#1582
Z.ai: GLM 5 Turboz-ai
AI 46.8262K ctx$1.20/M in
#1682
Mistral: Mistral Medium 3.5mistralai
AI 39.2262K ctx$1.50/M in
#1782
OpenAI: GPT-5openai
AI 44.6400K ctx$1.25/M in
#1882
Qwen: Qwen3.6 Plusqwen
AI 501M ctx$0.3250/M in
#19New82
Qwen: Qwen3.7 Plusqwen
AI 53.31M ctx$0.3200/M in
#2082
Google: Gemini 2.5 Pro Preview 05-06google
AI 29.51M ctx$1.25/M in
#21Best for Coding82
GPT-5.5 (high)OpenAI
AI 58.9$5.00/M in
#2282
OpenAI: GPT-5.1-Codexopenai
AI 43.1400K ctx$1.25/M in
#2382
OpenAI: GPT-5.4 Nanoopenai
AI 44400K ctx$0.2000/M in
#2482
inclusionAI: Ling-2.6-1Tinclusionai
AI 33.6262K ctx$0.0750/M in
#2582
OpenAI: GPT-5 Miniopenai
AI 41.2400K ctx$0.2500/M in
#26New82
NVIDIA: Nemotron 3 Ultranvidia
AI 47.71M ctx$0.5000/M in
#2782
Xiaomi: MiMo-V2-Flashxiaomi
AI 30.3262K ctx$0.1000/M in
#2882
OpenAI: o3openai
AI 38.4200K ctx$2.00/M in
#2982
Muse SparkMeta
AI 52.2Free/M in
#3082
MoonshotAI: Kimi K2 Thinkingmoonshotai
AI 40.9262K ctx$0.6000/M in
#3182
MiniMax: MiniMax M2.7minimax
AI 49.6205K ctx$0.2500/M in
#3282
OpenAI: gpt-oss-20bopenai
AI 20.8131K ctx$0.0290/M in
#3382
MoonshotAI: Kimi K2.6moonshotai
AI 53.9262K ctx$0.6800/M in
#3482
OpenAI: o4 Miniopenai
AI 33.1200K ctx$1.10/M in
#3582
Nova 2.0 Lite (high)Amazon
AI 34.5$0.3000/M in
#3682
MiniMax: MiniMax M2minimax
AI 36.1205K ctx$0.2550/M in
#3782
Xiaomi: MiMo-V2-Omnixiaomi
AI 43.4262K ctx$0.4000/M in
#3882
inclusionAI: Ring-2.6-1Tinclusionai
AI 38.5262K ctx$0.0750/M in
#3982
Qwen: Qwen3.5 397B A17Bqwen
AI 40.1262K ctx$0.3900/M in
#4082
Anthropic: Claude Opus 4.1anthropic
AI 42200K ctx$15.00/M in
#4182
Xiaomi: MiMo-V2.5xiaomi
AI 491M ctx$0.1400/M in
#4282
Anthropic: Claude 3.7 Sonnetanthropic
AI 30.8200K ctx$3.00/M in
#4382
Nova 2.0 Lite (medium)Amazon
AI 29.7$0.3000/M in
#4482
OpenAI: o3 Deep Researchopenai
AI 38.3200K ctx$10.00/M in
#4582
Xiaomi: MiMo-V2-Proxiaomi
AI 49.21M ctx$1.00/M in
#46New82
Google: Gemini 3.5 Flashgoogle
AI 54.81M ctx$1.50/M in
#4782
MiniMax: MiniMax M2.5minimax
AI 41.9205K ctx$0.1500/M in
#4882
MoonshotAI: Kimi K2 0711moonshotai
AI 26.3131K ctx$0.5700/M in
#4982
Tencent: Hy3 preview (free)tencent
AI 41.9262K ctxFree/M in
#5082
OpenAI: GPT-5.2openai
AI 51.3400K ctx$1.75/M in

How we rank AI models

The Design for Online AI Model Leaderboard scores 578 models on a single 0–100 scale built from four weighted dimensions: intelligence (reasoning and knowledge benchmarks), technical capability (coding and tool use), content quality (writing and instruction-following) and value (capability per dollar).

Underlying data is aggregated from the OpenRouter API for pricing and availability, Artificial Analysis for intelligence, coding and agentic indices, and the Hugging Face Open LLM Leaderboard for open-model benchmarks. We refresh these sources daily and layer our own editorial review on top, so a model that benchmarks well but is impractical to deploy will not automatically top the table.

Models are grouped into tiers (Frontier, Professional, Specialist, Efficient, Emerging and Legacy) to make like-for-like comparison easier, and newly released models are flagged so you can see what has just landed.

Leaderboard FAQ

How often is the leaderboard updated?

Pricing, availability and benchmark data are synced daily from our sources, and editorial scores are reviewed whenever a significant new model is released.

How is the overall score calculated?

Each model is graded 0–10 on intelligence, technical capability, content quality and value; those dimensions are weighted and combined into the 0–100 overall score used to rank the table.

Where does the data come from?

From the OpenRouter API, Artificial Analysis and the Hugging Face Open LLM Leaderboard, combined with hands-on editorial testing by the Design for Online team.