Who ranks #1 on the Cfeval leaderboard?
As of August 20, 2026, Qwen3-235B-A22B-Thinking-2507 by Qwen ranks #1 on Cfeval at 21.3%. API pricing is $0.30/M input and $3.00/M output.
As of August 20, 2026, Qwen3-235B-A22B-Thinking-2507 is #1 for Cfeval at 21.3%. Ranked by the Cfeval score 2 models in this index have a published Cfeval score. Cfeval leaderboard: rank models by Cfeval next to live API token prices.
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As of August 20, 2026, Qwen3-235B-A22B-Thinking-2507 by Qwen is #1 for Cfeval at 21.3%. Ranked by the Cfeval score This board also tracks Cfeval. Next on the same board: Qwen3-Next-80B-A3B-Thinking. This cfeval leaderboard ranks models by Cfeval. 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 | Cfeval | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Qwen3-235B-A22B-Thinking-2507 | 21.3% | $0.30 | $3.00 |
| 2 | Qwen3-Next-80B-A3B-Thinking | 20.7% | $0.15 | $1.50 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Qwen3-235B-A22B-Thinking-2507 by Qwen ranks #1 on Cfeval at 21.3%. API pricing is $0.30/M input and $3.00/M output.
The current Cfeval ranking as of August 20, 2026 is 1. Qwen3-235B-A22B-Thinking-2507 at 21.3%; 2. Qwen3-Next-80B-A3B-Thinking at 20.7%.
Qwen3-Next-80B-A3B-Thinking is the cheapest scored model on this cfeval leaderboard at $0.15/M input and $1.50/M output ($1.65 blended). Qwen3-235B-A22B-Thinking-2507 still leads Cfeval at 21.3%.
Not automatically. Qwen3-235B-A22B-Thinking-2507 leads Cfeval, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Cfeval 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.
Cfeval is a public LLM eval (the Cfeval score). This page ranks models that have published a score, next to live API prices.
This page is the Cfeval leaderboard. Models are sorted by Cfeval, 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 Cfeval score next to live API $/M so you can pick a production SKU, not only a trophy number.