Who ranks #1 on the Visulogic leaderboard?
As of August 20, 2026, Seed 2.1 Turbo by ByteDance ranks #1 on Visulogic at 52.9%. API pricing is $0.50/M input and $2.50/M output.
As of August 20, 2026, Seed 2.1 Turbo is #1 for Visulogic at 52.9%. Ranked by the Visulogic score 2 models in this index have a published Visulogic score. Visulogic leaderboard: rank models by Visulogic next to live API token prices.
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As of August 20, 2026, Seed 2.1 Turbo by ByteDance is #1 for Visulogic at 52.9%. Ranked by the Visulogic score This board also tracks Visulogic. Next on the same board: Qwen3 VL 235B A22B Thinking. This visulogic leaderboard ranks models by Visulogic. 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 | Visulogic | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Seed 2.1 Turbo | 52.9% | $0.50 | $2.50 |
| 2 | Qwen3 VL 235B A22B Thinking | 34.4% | $0.45 | $3.49 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Seed 2.1 Turbo by ByteDance ranks #1 on Visulogic at 52.9%. API pricing is $0.50/M input and $2.50/M output.
The current Visulogic ranking as of August 20, 2026 is 1. Seed 2.1 Turbo at 52.9%; 2. Qwen3 VL 235B A22B Thinking at 34.4%.
Seed 2.1 Turbo currently leads Visulogic and is also the cheapest scored model on this page, at $0.50/M input and $2.50/M output ($3.00 blended).
Not automatically. Seed 2.1 Turbo leads Visulogic, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Visulogic 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.
Visulogic is a public LLM eval (the Visulogic score). This page ranks models that have published a score, next to live API prices.
This page is the Visulogic leaderboard. Models are sorted by Visulogic, 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 Visulogic score next to live API $/M so you can pick a production SKU, not only a trophy number.