Who ranks #1 on the Mmmu Pro With Python leaderboard?
As of August 20, 2026, Kimi K3 by Moonshot AI ranks #1 on Mmmu Pro With Python at 83.4%. API pricing is $3.00/M input and $15.00/M output.
As of August 20, 2026, Kimi K3 is #1 for Mmmu Pro With Python at 83.4%. Ranked by the Mmmu Pro With Python score 1 models in this index have a published Mmmu Pro With Python score. Mmmu Pro With Python leaderboard: rank models by Mmmu Pro With Python next to live API token prices.
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The index
282 models across 33 providers. Search or jump to a lab — every model page stays linked here.







As of August 20, 2026, Kimi K3 by Moonshot AI is #1 for Mmmu Pro With Python at 83.4%. Ranked by the Mmmu Pro With Python score This board also tracks Mmmu Pro With Python. This mmmu pro with python leaderboard ranks models by Mmmu Pro With Python. Scores come from public evals. Prices are the live API rates in the table above.
Sources: OpenAI API pricing (https://developers.openai.com/api/docs/pricing); Anthropic Claude API pricing (https://platform.claude.com/docs/en/about-claude/pricing); Gemini API pricing (https://ai.google.dev/gemini-api/docs/pricing)
| Rank | Model | Mmmu Pro With Python | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Kimi K3 | 83.4% | $3.00 | $15.00 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Kimi K3 by Moonshot AI ranks #1 on Mmmu Pro With Python at 83.4%. API pricing is $3.00/M input and $15.00/M output.
Kimi K3 currently leads Mmmu Pro With Python and is also the cheapest scored model on this page, at $3.00/M input and $15.00/M output ($18.00 blended).
Not automatically. Kimi K3 leads Mmmu Pro With Python, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mmmu Pro With Python against input/output price, context window, and related evals.
Scores and API prices on this page are refreshed from published evals and provider rates. The snapshot is labeled August 20, 2026. Treat it as a current index, not a one-off blog post.
Mmmu Pro With Python is a public LLM eval (the Mmmu Pro With Python score). This page ranks models that have published a score, next to live API prices.
This page is the Mmmu Pro With Python leaderboard. Models are sorted by Mmmu Pro With Python, with input and output token prices on the same row so you can weigh score against cost. Official boards often omit price; that comparison is the point of this index.
Official eval pages own the methodology. This page keeps the published Mmmu Pro With Python score next to live API $/M so you can pick a production SKU, not only a trophy number.