Kimi K3.1 Pro hits #8 on Code Arena WebDev, matching Claude Opus-5 at 70% lower cost

arena · x · 2026-10-24

Arena announced that Moonshot's Kimi K3.1 Pro scored 1692 on Code Arena: WebDev, jumping 9 places (#17→#8, +37 pts) from Kimi K3 and matching Claude Opus-5 (Max) at roughly 70% lower cost per task. Pricing is $2/$10 per million tokens with a median cost of $1.23 per task, 29% cheaper than K3; subcategory highlights include #7 in Brand & Marketing and #9 in Simulations.

Commentator mlangelopoulos calls it the #1 open-source model, placing it on par with Opus 5 from three months ago — implying China lags the frontier by 3 months — while noting Sonnet 5.5 + DeepSeek V4.1 Flash together dominate it on the performance-vs-cost Pareto frontier. "The race is so tight. The frontier never sleeps."

Related event: Kimi K3.1 Pro cracks Code Arena top 10 at a fraction of Claude's cost(4 posts)→

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