# How Much Reason

Canonical page: https://dominiklukes.net/apps/how-much-reason

Interactive charts comparing AI models and reasoning levels by the Artificial Analysis Intelligence Index and estimated benchmark task cost. Choose a reference setting, explore nearby trade-offs or pin exact comparisons across OpenAI, Anthropic, Google and Meta. Uses a snapshot from 26 October 2026.

Web apps

## Where it lives

- [Visit How Much Reason (howmuchreason.semanticmachines.fyi)](https://howmuchreason.semanticmachines.fyi/)

## About this item

- Category: Web apps
- Status: Released
- Platforms: Web
- Ideal for: people comparing AI models and reasoning effort settings

Topics: [How AI works](https://dominiklukes.net/topics/how-ai-works), [Building with AI](https://dominiklukes.net/topics/building-with-ai).

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Section: [Apps](https://dominiklukes.net/apps)