Who ranks #1 on the Mmlongbench Doc leaderboard?
As of August 20, 2026, Qwen3.6 Plus by Qwen ranks #1 on Mmlongbench Doc at 62%. API pricing is $0.50/M input and $3.00/M output.
As of August 20, 2026, Qwen3.6 Plus is #1 for Mmlongbench Doc at 62%. Ranked by the Mmlongbench Doc score 5 models in this index have a published Mmlongbench Doc score. Mmlongbench Doc leaderboard: rank models by Mmlongbench Doc next to live API token prices.
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As of August 20, 2026, Qwen3.6 Plus by Qwen is #1 for Mmlongbench Doc at 62%. Ranked by the Mmlongbench Doc score This board also tracks Mmlongbench Doc. Next on the same board: Qwen3.5-27B and Qwen3.5-35B-A3B. This mmlongbench doc leaderboard ranks models by Mmlongbench Doc. 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 | Mmlongbench Doc | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Qwen3.6 Plus | 62% | $0.50 | $3.00 |
| 2 | Qwen3.5-27B | 60.2% | $0.30 | $2.40 |
| 3 | Qwen3.5-35B-A3B | 59.5% | $0.25 | $2.00 |
| 4 | Qwen3.5-122B-A10B | 59% | $0.40 | $3.20 |
| 5 | Qwen3 VL 235B A22B Thinking | 56.2% | $0.45 | $3.49 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Qwen3.6 Plus by Qwen ranks #1 on Mmlongbench Doc at 62%. API pricing is $0.50/M input and $3.00/M output.
The current Mmlongbench Doc ranking as of August 20, 2026 is 1. Qwen3.6 Plus at 62%; 2. Qwen3.5-27B at 60.2%; 3. Qwen3.5-35B-A3B at 59.5%.
Qwen3.5-35B-A3B is the cheapest scored model on this mmlongbench doc leaderboard at $0.25/M input and $2.00/M output ($2.25 blended). Qwen3.6 Plus still leads Mmlongbench Doc at 62%.
Not automatically. Qwen3.6 Plus leads Mmlongbench Doc, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mmlongbench Doc 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.
Mmlongbench Doc is a public LLM eval (the Mmlongbench Doc score). This page ranks models that have published a score, next to live API prices.
This page is the Mmlongbench Doc leaderboard. Models are sorted by Mmlongbench Doc, 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 Mmlongbench Doc score next to live API $/M so you can pick a production SKU, not only a trophy number.