# Model Benchmarks

> Quality, throughput and price benchmarks across frontier and open models — SWE-bench Verified, MMLU-Pro, tokens/sec and $/1M tokens.

Source: https://tokenomy.ai/research/model-benchmarks
Last updated: 2026-09-22
Publisher: Tokenomy — FinOps for AI
License: free to quote with attribution and a link to the source URL.

Side-by-side quality, speed and price benchmarks so you can pick the cheapest model that still passes your bar.

## What this covers

Quality, throughput and price benchmarks across frontier and open models — SWE-bench Verified, MMLU-Pro, tokens/sec and $/1M tokens.

## Why it matters

Tokenomy tracks AI economics end to end — pricing, throughput, quality and energy. This library page keeps the underlying evidence one click from the tools and research that use it.

## Related pages

- [Research hub](https://tokenomy.ai/research)
- [AI News Hub](https://tokenomy.ai/research/ai-news-hub)
- [Model Benchmarks](https://tokenomy.ai/research/model-benchmarks)
- [Research Papers](https://tokenomy.ai/research/research-papers)
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