Who ranks #1 on the Mathvision With Python leaderboard?
As of August 20, 2026, Kimi K3 by Moonshot AI ranks #1 on Mathvision With Python at 97.8%. API pricing is $3.00/M input and $15.00/M output.
As of August 20, 2026, Kimi K3 is #1 for Mathvision With Python at 97.8%. Ranked by the Mathvision With Python score 1 models in this index have a published Mathvision With Python score. Mathvision With Python leaderboard: rank models by Mathvision With Python next to live API token prices.
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As of August 20, 2026, Kimi K3 by Moonshot AI is #1 for Mathvision With Python at 97.8%. Ranked by the Mathvision With Python score This board also tracks Mathvision With Python. This mathvision with python leaderboard ranks models by Mathvision 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 | Mathvision With Python | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Kimi K3 | 97.8% | $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 Mathvision With Python at 97.8%. API pricing is $3.00/M input and $15.00/M output.
Kimi K3 currently leads Mathvision 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 Mathvision With Python, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mathvision 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.
Mathvision With Python is a public LLM eval (the Mathvision With Python score). This page ranks models that have published a score, next to live API prices.
This page is the Mathvision With Python leaderboard. Models are sorted by Mathvision 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 Mathvision With Python score next to live API $/M so you can pick a production SKU, not only a trophy number.