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Leaderboard Compare models All models Methodology Metrics API

Which model should use your computer?

Compare AI models on real computer-use tasks. See direct human preferences alongside completion, speed, error recovery and estimated inference cost. Every comparison links to its model profiles and the rules behind the numbers.

Models: 18
Matchups: 153

Find a comparison

153 comparisons

Claude Fable 5 vs Claude Fable 5.1 Results, cost and methodology
Claude Fable 5 vs Claude Haiku 4.5 Results, cost and methodology
Claude Fable 5 vs Claude Opus 5.5 Results, cost and methodology
Claude Fable 5 vs Claude Sonnet 5.5 Results, cost and methodology
Claude Fable 5 vs Gemini 3.8 Flash Results, cost and methodology
Claude Fable 5 vs GLM 5.3 Flash Results, cost and methodology
Claude Fable 5 vs GPT-5.6 Luna Results, cost and methodology
Claude Fable 5 vs GPT-6.1 Sol Results, cost and methodology
Claude Fable 5 vs GPT-6 Astra Results, cost and methodology
Claude Fable 5 vs GPT-6 Luna Results, cost and methodology
Claude Fable 5 vs GPT-6 Sol Results, cost and methodology
Claude Fable 5 vs Grok 4.7 Results, cost and methodology
Claude Fable 5 vs Inkling Results, cost and methodology
Claude Fable 5 vs Kimi K3 Results, cost and methodology
Claude Fable 5 vs MiMo V2.6 Pro Results, cost and methodology
Claude Fable 5 vs Muse Spark 1.2 Results, cost and methodology
Claude Fable 5 vs Qwen3.8-2.4T-A95B Results, cost and methodology
Claude Fable 5.1 vs Claude Haiku 4.5 Results, cost and methodology
Claude Fable 5.1 vs Claude Opus 5.5 Results, cost and methodology
Claude Fable 5.1 vs Claude Sonnet 5.5 Results, cost and methodology
Claude Fable 5.1 vs Gemini 3.8 Flash Results, cost and methodology
Claude Fable 5.1 vs GLM 5.3 Flash Results, cost and methodology
Claude Fable 5.1 vs GPT-5.6 Luna Results, cost and methodology
Claude Fable 5.1 vs GPT-6.1 Sol Results, cost and methodology
Claude Fable 5.1 vs GPT-6 Astra Results, cost and methodology
Claude Fable 5.1 vs GPT-6 Luna Results, cost and methodology
Claude Fable 5.1 vs GPT-6 Sol Results, cost and methodology
Claude Fable 5.1 vs Grok 4.7 Results, cost and methodology
Claude Fable 5.1 vs Inkling Results, cost and methodology
Claude Fable 5.1 vs Kimi K3 Results, cost and methodology
Claude Fable 5.1 vs MiMo V2.6 Pro Results, cost and methodology
Claude Fable 5.1 vs Muse Spark 1.2 Results, cost and methodology
Claude Fable 5.1 vs Qwen3.8-2.4T-A95B Results, cost and methodology
Claude Haiku 4.5 vs Claude Opus 5.5 Results, cost and methodology
Claude Haiku 4.5 vs Claude Sonnet 5.5 Results, cost and methodology
Claude Haiku 4.5 vs Gemini 3.8 Flash Results, cost and methodology
Claude Haiku 4.5 vs GLM 5.3 Flash Results, cost and methodology
Claude Haiku 4.5 vs GPT-5.6 Luna Results, cost and methodology
Claude Haiku 4.5 vs GPT-6.1 Sol Results, cost and methodology
Claude Haiku 4.5 vs GPT-6 Astra Results, cost and methodology
Claude Haiku 4.5 vs GPT-6 Luna Results, cost and methodology
Claude Haiku 4.5 vs GPT-6 Sol Results, cost and methodology
Claude Haiku 4.5 vs Grok 4.7 Results, cost and methodology
Claude Haiku 4.5 vs Inkling Results, cost and methodology
Claude Haiku 4.5 vs Kimi K3 Results, cost and methodology
Claude Haiku 4.5 vs MiMo V2.6 Pro Results, cost and methodology
Claude Haiku 4.5 vs Muse Spark 1.2 Results, cost and methodology
Claude Haiku 4.5 vs Qwen3.8-2.4T-A95B Results, cost and methodology
Claude Opus 5.5 vs Claude Sonnet 5.5 Results, cost and methodology
Claude Opus 5.5 vs Gemini 3.8 Flash Results, cost and methodology
Claude Opus 5.5 vs GLM 5.3 Flash Results, cost and methodology
Claude Opus 5.5 vs GPT-5.6 Luna Results, cost and methodology
Claude Opus 5.5 vs GPT-6.1 Sol Results, cost and methodology
Claude Opus 5.5 vs GPT-6 Astra Results, cost and methodology
Claude Opus 5.5 vs GPT-6 Luna Results, cost and methodology
Claude Opus 5.5 vs GPT-6 Sol Results, cost and methodology
Claude Opus 5.5 vs Grok 4.7 Results, cost and methodology
Claude Opus 5.5 vs Inkling Results, cost and methodology
Claude Opus 5.5 vs Kimi K3 Results, cost and methodology
Claude Opus 5.5 vs MiMo V2.6 Pro Results, cost and methodology
Claude Opus 5.5 vs Muse Spark 1.2 Results, cost and methodology
Claude Opus 5.5 vs Qwen3.8-2.4T-A95B Results, cost and methodology
Claude Sonnet 5.5 vs Gemini 3.8 Flash Results, cost and methodology
Claude Sonnet 5.5 vs GLM 5.3 Flash Results, cost and methodology
Claude Sonnet 5.5 vs GPT-5.6 Luna Results, cost and methodology
Claude Sonnet 5.5 vs GPT-6.1 Sol Results, cost and methodology
Claude Sonnet 5.5 vs GPT-6 Astra Results, cost and methodology
Claude Sonnet 5.5 vs GPT-6 Luna Results, cost and methodology
Claude Sonnet 5.5 vs GPT-6 Sol Results, cost and methodology
Claude Sonnet 5.5 vs Grok 4.7 Results, cost and methodology
Claude Sonnet 5.5 vs Inkling Results, cost and methodology
Claude Sonnet 5.5 vs Kimi K3 Results, cost and methodology
Claude Sonnet 5.5 vs MiMo V2.6 Pro Results, cost and methodology
Claude Sonnet 5.5 vs Muse Spark 1.2 Results, cost and methodology
Claude Sonnet 5.5 vs Qwen3.8-2.4T-A95B Results, cost and methodology
Gemini 3.8 Flash vs GLM 5.3 Flash Results, cost and methodology
Gemini 3.8 Flash vs GPT-5.6 Luna Results, cost and methodology
Gemini 3.8 Flash vs GPT-6.1 Sol Results, cost and methodology
Gemini 3.8 Flash vs GPT-6 Astra Results, cost and methodology
Gemini 3.8 Flash vs GPT-6 Luna Results, cost and methodology
Gemini 3.8 Flash vs GPT-6 Sol Results, cost and methodology
Gemini 3.8 Flash vs Grok 4.7 Results, cost and methodology
Gemini 3.8 Flash vs Inkling Results, cost and methodology
Gemini 3.8 Flash vs Kimi K3 Results, cost and methodology
Gemini 3.8 Flash vs MiMo V2.6 Pro Results, cost and methodology
Gemini 3.8 Flash vs Muse Spark 1.2 Results, cost and methodology
Gemini 3.8 Flash vs Qwen3.8-2.4T-A95B Results, cost and methodology
GLM 5.3 Flash vs GPT-5.6 Luna Results, cost and methodology
GLM 5.3 Flash vs GPT-6.1 Sol Results, cost and methodology
GLM 5.3 Flash vs GPT-6 Astra Results, cost and methodology
GLM 5.3 Flash vs GPT-6 Luna Results, cost and methodology
GLM 5.3 Flash vs GPT-6 Sol Results, cost and methodology
GLM 5.3 Flash vs Grok 4.7 Results, cost and methodology
GLM 5.3 Flash vs Inkling Results, cost and methodology
GLM 5.3 Flash vs Kimi K3 Results, cost and methodology
GLM 5.3 Flash vs MiMo V2.6 Pro Results, cost and methodology
GLM 5.3 Flash vs Muse Spark 1.2 Results, cost and methodology
GLM 5.3 Flash vs Qwen3.8-2.4T-A95B Results, cost and methodology
GPT-5.6 Luna vs GPT-6.1 Sol Results, cost and methodology
GPT-5.6 Luna vs GPT-6 Astra Results, cost and methodology
GPT-5.6 Luna vs GPT-6 Luna Results, cost and methodology
GPT-5.6 Luna vs GPT-6 Sol Results, cost and methodology
GPT-5.6 Luna vs Grok 4.7 Results, cost and methodology
GPT-5.6 Luna vs Inkling Results, cost and methodology
GPT-5.6 Luna vs Kimi K3 Results, cost and methodology
GPT-5.6 Luna vs MiMo V2.6 Pro Results, cost and methodology
GPT-5.6 Luna vs Muse Spark 1.2 Results, cost and methodology
GPT-5.6 Luna vs Qwen3.8-2.4T-A95B Results, cost and methodology
GPT-6.1 Sol vs GPT-6 Astra Results, cost and methodology
GPT-6.1 Sol vs GPT-6 Luna Results, cost and methodology
GPT-6.1 Sol vs GPT-6 Sol Results, cost and methodology
GPT-6.1 Sol vs Grok 4.7 Results, cost and methodology
GPT-6.1 Sol vs Inkling Results, cost and methodology
GPT-6.1 Sol vs Kimi K3 Results, cost and methodology
GPT-6.1 Sol vs MiMo V2.6 Pro Results, cost and methodology
GPT-6.1 Sol vs Muse Spark 1.2 Results, cost and methodology
GPT-6.1 Sol vs Qwen3.8-2.4T-A95B Results, cost and methodology
GPT-6 Astra vs GPT-6 Luna Results, cost and methodology
GPT-6 Astra vs GPT-6 Sol Results, cost and methodology
GPT-6 Astra vs Grok 4.7 Results, cost and methodology
GPT-6 Astra vs Inkling Results, cost and methodology
GPT-6 Astra vs Kimi K3 Results, cost and methodology
GPT-6 Astra vs MiMo V2.6 Pro Results, cost and methodology
GPT-6 Astra vs Muse Spark 1.2 Results, cost and methodology
GPT-6 Astra vs Qwen3.8-2.4T-A95B Results, cost and methodology
GPT-6 Luna vs GPT-6 Sol Results, cost and methodology
GPT-6 Luna vs Grok 4.7 Results, cost and methodology
GPT-6 Luna vs Inkling Results, cost and methodology
GPT-6 Luna vs Kimi K3 Results, cost and methodology
GPT-6 Luna vs MiMo V2.6 Pro Results, cost and methodology
GPT-6 Luna vs Muse Spark 1.2 Results, cost and methodology
GPT-6 Luna vs Qwen3.8-2.4T-A95B Results, cost and methodology
GPT-6 Sol vs Grok 4.7 Results, cost and methodology
GPT-6 Sol vs Inkling Results, cost and methodology
GPT-6 Sol vs Kimi K3 Results, cost and methodology
GPT-6 Sol vs MiMo V2.6 Pro Results, cost and methodology
GPT-6 Sol vs Muse Spark 1.2 Results, cost and methodology
GPT-6 Sol vs Qwen3.8-2.4T-A95B Results, cost and methodology
Grok 4.7 vs Inkling Results, cost and methodology
Grok 4.7 vs Kimi K3 Results, cost and methodology
Grok 4.7 vs MiMo V2.6 Pro Results, cost and methodology
Grok 4.7 vs Muse Spark 1.2 Results, cost and methodology
Grok 4.7 vs Qwen3.8-2.4T-A95B Results, cost and methodology
Inkling vs Kimi K3 Results, cost and methodology
Inkling vs MiMo V2.6 Pro Results, cost and methodology
Inkling vs Muse Spark 1.2 Results, cost and methodology
Inkling vs Qwen3.8-2.4T-A95B Results, cost and methodology
Kimi K3 vs MiMo V2.6 Pro Results, cost and methodology
Kimi K3 vs Muse Spark 1.2 Results, cost and methodology
Kimi K3 vs Qwen3.8-2.4T-A95B Results, cost and methodology
MiMo V2.6 Pro vs Muse Spark 1.2 Results, cost and methodology
MiMo V2.6 Pro vs Qwen3.8-2.4T-A95B Results, cost and methodology
Muse Spark 1.2 vs Qwen3.8-2.4T-A95B Results, cost and methodology