# LLMstats Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/llmstats
> Markdown URL: https://aitinkerers.org/technologies/llmstats.md
> Technology record last updated: 2026-06-24T21:39:39Z
> Generated: 2026-09-21T18:34:53Z

LLM Stats is an independent, community-driven directory and leaderboard for comparing over 300 AI models across intelligence, speed, and API pricing.

LLM Stats simplifies model selection by evaluating more than 300 large language models (including GPT, Claude, Gemini, and Llama) on a single, unified scoring system. The platform aggregates live API metrics and public benchmarks (such as SWE-bench, MMLU, and GPQA) to rank models by intelligence, throughput speed, and input/output pricing. By offering side-by-side comparisons, interactive playgrounds, and granular filtering for parameters like context window size and self-hosting viability, LLM Stats helps developers balance the critical tradeoffs of capability, cost, and latency.

- Official technology site: https://llm-stats.com
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [NeverTwice: cost optimized API's for LLM inference tailored to your personal use case.](https://lausanne.aitinkerers.org/talks/rsvp_oYss-NBmvTQ)

A system capable to identify how you should optimised your queries to keep your standard of accuracy high for a fraction of the costs. The methodology rely heavily on using evals and a set of rules to only evaluate the most promising strategies until you land on the cheapest option for your use case. What I'll show is a little demo + discuss the architecture.

- Event context: AI Tinkerers Lausanne June 2026 Meetup — 2026-06-25 — Lausanne
- Public talk page: https://lausanne.aitinkerers.org/talks/rsvp_oYss-NBmvTQ

## Related Technologies

- [Evals](https://aitinkerers.org/technologies/evals) ([Markdown](https://aitinkerers.org/technologies/evals.md)) — 4 public demos
- [LiteLLM](https://aitinkerers.org/technologies/litellm) ([Markdown](https://aitinkerers.org/technologies/litellm.md)) — 21 public demos
- [NotDiamond](https://aitinkerers.org/technologies/notdiamond) ([Markdown](https://aitinkerers.org/technologies/notdiamond.md)) — 1 public demo
- [OpenRouter](https://aitinkerers.org/technologies/openrouter) ([Markdown](https://aitinkerers.org/technologies/openrouter.md)) — 34 public demos