Who ranks #1 on the Mmsearch Plus leaderboard?
As of August 20, 2026, Qwen3.7-Plus by Qwen ranks #1 on Mmsearch Plus at 41.4%. API pricing is $0.32/M input and $1.28/M output.
As of August 20, 2026, Qwen3.7-Plus is #1 for Mmsearch Plus at 41.4%. Ranked by the Mmsearch Plus score 2 models in this index have a published Mmsearch Plus score. Mmsearch Plus leaderboard: rank models by Mmsearch Plus next to live API token prices.
Next step
Auth, billing, and the API layer are already decided. Fork 8 finished AI apps, or have us build the first version with you.
The index
282 models across 33 providers. Search or jump to a lab — every model page stays linked here.







As of August 20, 2026, Qwen3.7-Plus by Qwen is #1 for Mmsearch Plus at 41.4%. Ranked by the Mmsearch Plus score This board also tracks Mmsearch Plus. Next on the same board: GLM-5V-Turbo. This mmsearch plus leaderboard ranks models by Mmsearch Plus. 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 | Mmsearch Plus | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Qwen3.7-Plus | 41.4% | $0.32 | $1.28 |
| 2 | GLM-5V-Turbo | 30% | $1.20 | $4.00 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Qwen3.7-Plus by Qwen ranks #1 on Mmsearch Plus at 41.4%. API pricing is $0.32/M input and $1.28/M output.
The current Mmsearch Plus ranking as of August 20, 2026 is 1. Qwen3.7-Plus at 41.4%; 2. GLM-5V-Turbo at 30%.
Qwen3.7-Plus currently leads Mmsearch Plus and is also the cheapest scored model on this page, at $0.32/M input and $1.28/M output ($1.60 blended).
Not automatically. Qwen3.7-Plus leads Mmsearch Plus, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mmsearch Plus 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.
Mmsearch Plus is a public LLM eval (the Mmsearch Plus score). This page ranks models that have published a score, next to live API prices.
This page is the Mmsearch Plus leaderboard. Models are sorted by Mmsearch Plus, 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 Mmsearch Plus score next to live API $/M so you can pick a production SKU, not only a trophy number.