Who ranks #1 on the Vlmsarebiased leaderboard?
As of August 31, 2026, Seed 2.1 Pro by ByteDance ranks #1 on Vlmsarebiased at 83.6%. API pricing is $0.89/M input and $4.45/M output.
As of August 31, 2026, Seed 2.1 Pro is #1 for Vlmsarebiased at 83.6%. Ranked by the Vlmsarebiased score 2 models in this index have a published Vlmsarebiased score. Vlmsarebiased leaderboard: rank models by Vlmsarebiased next to live API token prices.
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The index
345 models across 36 providers. Search or jump to a lab — every model page stays linked here.









As of August 31, 2026, Seed 2.1 Pro by ByteDance is #1 for Vlmsarebiased at 83.6%. Ranked by the Vlmsarebiased score This board also tracks Vlmsarebiased. Next on the same board: Seed 2.1 Turbo. This vlmsarebiased leaderboard ranks models by Vlmsarebiased. 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 | Vlmsarebiased | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Seed 2.1 Pro | 83.6% | $0.89 | $4.45 |
| 2 | Seed 2.1 Turbo | 68.3% | $0.50 | $2.50 |
Rank one eval at a time. All LLM benchmarks.
As of August 31, 2026, Seed 2.1 Pro by ByteDance ranks #1 on Vlmsarebiased at 83.6%. API pricing is $0.89/M input and $4.45/M output.
The current Vlmsarebiased ranking as of August 31, 2026 is 1. Seed 2.1 Pro at 83.6%; 2. Seed 2.1 Turbo at 68.3%.
Seed 2.1 Turbo is the cheapest scored model on this vlmsarebiased leaderboard at $0.50/M input and $2.50/M output ($3.00 blended). Seed 2.1 Pro still leads Vlmsarebiased at 83.6%.
Not automatically. Seed 2.1 Pro leads Vlmsarebiased, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Vlmsarebiased 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 31, 2026. Treat it as a current index, not a one-off blog post.
Vlmsarebiased is a public LLM eval (the Vlmsarebiased score). This page ranks models that have published a score, next to live API prices.
This page is the Vlmsarebiased leaderboard. Models are sorted by Vlmsarebiased, 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 Vlmsarebiased score next to live API $/M so you can pick a production SKU, not only a trophy number.