Overall Preference vs Speed
Overall Preference vs Price
One ranking across the agentic and HTML boards.
Claude Opus 5.5
(high)
GPT-6.1 Sol
(max)
GPT-6 Astra
(max)
Claude Fable 5.1
DeepSeek-V4.1-Flash
(1017)
Kimi K3.1 Pro
Claude Sonnet 5.5
Gemini 4 Argon
Muse Spark 1.3 Max
Inkling 2 Small
Claude Fable 5
MiMo-V2.6-Pro
Mistral Medium 3.5
Evaluates model ability across a composite of agentic tasks: Frontend Web App, Full Stack, Agentic Game Dev, Godot, React Native, Android, Slides, and Spreadsheet. Each output is built by a coding agent across multiple files and tool calls. Results aggregate real-world user preferences across these categories to provide an overall view of agentic performance.
Updated Nov 10, 2026, 8:14 AM UTC
Elo Rating: A skill-based rating system starting at 1200. Ratings are calculated using the standard Bradley-Terry model. See more in our Methodology page.Margin of Error: Shows ±standard error from the Bradley-Terry model for Elo rating confidence intervals.