Jul 16, 2026
Moonshot AI's Kimi K3 evaluated on the Vals Index
We evaluated Moonshot AI’s Kimi K3 on the Vals Index.
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Kimi K3 scores 57.81% on the Vals Index, placing #8 of 43 models overall.
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Its strongest component results are 95.10% on the SWE-bench Verified Vals Index subset and 91.27% on the Vibe Code Bench Vals Index subset.
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Kimi K3 scores 80.90% across three full trials of Terminal-Bench 2.1, 72.61% on CorpFin v2, and 55.88% on the Finance Agent v2 Index subset.
We evaluated Kimi K3 with temperature 1, up to 262k output tokens, and max-effort reasoning. Kimi K3 supports a 1M-token context window, image inputs, and tool calling.
Congrats to the Moonshot AI team on the release!