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← All visual benchmarksArena / 2026-10-22
Arena · CODING

Web development

Preference for generated web experiences.

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Model scores10 models
Web development. Zoomed horizontal axis, from 1653.1 to 1827.0ZOOMED X-AXIS · 1653.1 – 1827.0 · NOT FROM ZERO1653.11696.61740.11783.51827.0Claude Opus 5.5 (Max)Claude Opus 5.5 (Max) · 1806.9 Arena Rating · zoomed horizontal axis1806.9GPT-6 Astra (Max)GPT-6 Astra (Max) · 1774.7 Arena Rating · zoomed horizontal axis1774.7Claude Sonnet 5.5 (xHigh)Claude Sonnet 5.5 (xHigh) · 1767.5 Arena Rating · zoomed horizontal axis1767.5GPT-6.1 Sol (Max)GPT-6.1 Sol (Max) · 1749 Arena Rating · zoomed horizontal axis1749Claude Fable 5.1 (Max)Claude Fable 5.1 (Max) · 1743.4 Arena Rating · zoomed horizontal axis1743.4Muse Wonder Full (Max)Muse Wonder Full (Max) · 1725.9 Arena Rating · zoomed horizontal axis1725.9Claude Sonnet 5.5 (High)Claude Sonnet 5.5 (High) · 1706.4 Arena Rating · zoomed horizontal axis1706.4Claude Opus 5 (Max)Claude Opus 5 (Max) · 1690.2 Arena Rating · zoomed horizontal axis1690.2GPT-6 Sol (Max)GPT-6 Sol (Max) · 1681.6 Arena Rating · zoomed horizontal axis1681.6Qwen3.8-Max (0902)Qwen3.8-Max (0902) · 1673.2 Arena Rating · zoomed horizontal axis1673.2
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How to read this chart

Official top-ranked excerpt. Human preference ratings are not accuracy percentages; IPS is a distinct metric.

Score unit: Arena Rating. Values can only be compared within the same task and protocol.

Source publication: 2026-10-22. Higher values indicate better results for the reported metric.

Source: Arena · CC BY 4.0. Redrawn from released data; reduced to selected models and rounded. Not affiliated with the source organization.

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