Who ranks #1 on the Hiddenmath leaderboard?
As of August 31, 2026, Gemini 2.0 Flash by Google ranks #1 on Hiddenmath at 63%. API pricing is $0.10/M input and $0.40/M output.
As of August 31, 2026, Gemini 2.0 Flash is #1 for Hiddenmath at 63%. Ranked by the Hiddenmath score 11 models in this index have a published Hiddenmath score. Hiddenmath leaderboard: rank models by Hiddenmath next to live API token prices.
11 models. Left is cheaper. Up is a higher score. The line is the best score you can buy at each price โ a dot under it is a worse deal than something on the line.
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As of August 31, 2026, Gemini 2.0 Flash by Google is #1 for Hiddenmath at 63%. Ranked by the Hiddenmath score This board also tracks Hiddenmath. Next on the same board: Gemma 3 27B and Gemini 2.0 Flash-Lite. This hiddenmath leaderboard ranks models by Hiddenmath. 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 | Hiddenmath | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Gemini 2.0 Flash | 63% | $0.10 | $0.40 |
| 2 | Gemma 3 27B | 60.3% | $0.10 | $0.20 |
| 3 | Gemini 2.0 Flash-Lite | 55.3% | $0.07 | $0.30 |
| 4 | Gemma 3 12B | 54.5% | $0.05 | $0.10 |
| 5 | Gemini 1.5 Pro | 52% | $2.50 | $10.00 |
| 6 | Gemini 1.5 Flash | 47.2% | $0.15 | $0.60 |
| 7 | Gemma 3 4B | 43% | $0.02 | $0.04 |
| 8 | Gemma 3n E4B Instructed | 37.7% | $20.00 | $40.00 |
Rank one eval at a time. All LLM benchmarks.
As of August 31, 2026, Gemini 2.0 Flash by Google ranks #1 on Hiddenmath at 63%. API pricing is $0.10/M input and $0.40/M output.
The current Hiddenmath ranking as of August 31, 2026 is 1. Gemini 2.0 Flash at 63%; 2. Gemma 3 27B at 60.3%; 3. Gemini 2.0 Flash-Lite at 55.3%.
Gemma 3 4B is the cheapest scored model on this hiddenmath leaderboard at $0.02/M input and $0.04/M output ($0.06 blended). Gemini 2.0 Flash still leads Hiddenmath at 63%.
Not automatically. Gemini 2.0 Flash leads Hiddenmath, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Hiddenmath 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.
Hiddenmath is a public LLM eval (the Hiddenmath score). This page ranks models that have published a score, next to live API prices.
This page is the Hiddenmath leaderboard. Models are sorted by Hiddenmath, 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 Hiddenmath score next to live API $/M so you can pick a production SKU, not only a trophy number.