Who ranks #1 on the Zebralogic leaderboard?
As of August 20, 2026, Qwen3 VL 235B A22B Thinking by Qwen ranks #1 on Zebralogic at 97.3%. API pricing is $0.45/M input and $3.49/M output.
As of August 20, 2026, Qwen3 VL 235B A22B Thinking is #1 for Zebralogic at 97.3%. Ranked by the Zebralogic score 7 models in this index have a published Zebralogic score. Zebralogic leaderboard: rank models by Zebralogic next to live API token prices.
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As of August 20, 2026, Qwen3 VL 235B A22B Thinking by Qwen is #1 for Zebralogic at 97.3%. Ranked by the Zebralogic score This board also tracks Zebralogic. Next on the same board: LongCat-Flash-Thinking and Qwen3-235B-A22B-Instruct-2507. This zebralogic leaderboard ranks models by Zebralogic. 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 | Zebralogic | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Qwen3 VL 235B A22B Thinking | 97.3% | $0.45 | $3.49 |
| 2 | LongCat-Flash-Thinking | 95.5% | $0.30 | $1.20 |
| 3 | Qwen3-235B-A22B-Instruct-2507 | 95% | $0.15 | $0.80 |
| 4 | LongCat-Flash-Chat | 89.3% | $0.30 | $1.20 |
| 5 | Kimi K2-Instruct-0905 | 89% | $0.60 | $2.50 |
| 6 | Kimi K2 Instruct | 89% | $0.50 | $0.50 |
| 7 | MiniMax M1 80K | 86.8% | $0.55 | $2.20 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Qwen3 VL 235B A22B Thinking by Qwen ranks #1 on Zebralogic at 97.3%. API pricing is $0.45/M input and $3.49/M output.
The current Zebralogic ranking as of August 20, 2026 is 1. Qwen3 VL 235B A22B Thinking at 97.3%; 2. LongCat-Flash-Thinking at 95.5%; 3. Qwen3-235B-A22B-Instruct-2507 at 95%.
Qwen3-235B-A22B-Instruct-2507 is the cheapest scored model on this zebralogic leaderboard at $0.15/M input and $0.80/M output ($0.95 blended). Qwen3 VL 235B A22B Thinking still leads Zebralogic at 97.3%.
Not automatically. Qwen3 VL 235B A22B Thinking leads Zebralogic, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Zebralogic 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.
Zebralogic is a public LLM eval (the Zebralogic score). This page ranks models that have published a score, next to live API prices.
This page is the Zebralogic leaderboard. Models are sorted by Zebralogic, 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 Zebralogic score next to live API $/M so you can pick a production SKU, not only a trophy number.