Who ranks #1 on the Docvqatest leaderboard?
As of August 20, 2026, Qwen3 VL 235B A22B Instruct by Qwen ranks #1 on Docvqatest at 97.1%. API pricing is $0.30/M input and $1.49/M output.
As of August 20, 2026, Qwen3 VL 235B A22B Instruct is #1 for Docvqatest at 97.1%. Ranked by the Docvqatest score 9 models in this index have a published Docvqatest score. Docvqatest leaderboard: rank models by Docvqatest next to live API token prices.
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As of August 20, 2026, Qwen3 VL 235B A22B Instruct by Qwen is #1 for Docvqatest at 97.1%. Ranked by the Docvqatest score This board also tracks Docvqatest. Next on the same board: Qwen3 VL 32B Instruct and Qwen3 VL 235B A22B Thinking. This docvqatest leaderboard ranks models by Docvqatest. 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 | Docvqatest | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Qwen3 VL 235B A22B Instruct | 97.1% | $0.30 | $1.49 |
| 2 | Qwen3 VL 32B Instruct | 96.9% | $0.10 | $0.42 |
| 3 | Qwen3 VL 235B A22B Thinking | 96.5% | $0.45 | $3.49 |
| 4 | Qwen3 VL 8B Instruct | 96.1% | $0.08 | $0.50 |
| 5 | Qwen3 VL 4B Instruct | 95.3% | $0.10 | $0.60 |
| 6 | Qwen3 VL 8B Thinking | 95.3% | $0.18 | $2.09 |
| 7 | Qwen3 VL 30B A3B Instruct | 95% | $0.20 | $0.70 |
| 8 | Qwen3 VL 30B A3B Thinking | 95% | $0.20 | $1.00 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Qwen3 VL 235B A22B Instruct by Qwen ranks #1 on Docvqatest at 97.1%. API pricing is $0.30/M input and $1.49/M output.
The current Docvqatest ranking as of August 20, 2026 is 1. Qwen3 VL 235B A22B Instruct at 97.1%; 2. Qwen3 VL 32B Instruct at 96.9%; 3. Qwen3 VL 235B A22B Thinking at 96.5%.
Qwen3 VL 32B Instruct is the cheapest scored model on this docvqatest leaderboard at $0.10/M input and $0.42/M output ($0.52 blended). Qwen3 VL 235B A22B Instruct still leads Docvqatest at 97.1%.
Not automatically. Qwen3 VL 235B A22B Instruct leads Docvqatest, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Docvqatest 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.
Docvqatest is a public LLM eval (the Docvqatest score). This page ranks models that have published a score, next to live API prices.
This page is the Docvqatest leaderboard. Models are sorted by Docvqatest, 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 Docvqatest score next to live API $/M so you can pick a production SKU, not only a trophy number.