Side by side
LiveBench vs Ragas
Both stand on llm evaluation tools. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Paid LinuxMacSelf-hosted+2
LiveBench offers a broad, regularly refreshed benchmark with objective scoring and public evaluation tools. Users considering local inference or agentic coding tasks should account for the documented setup limits.
Visit LiveBench
Free plan APILinuxSelf-hosted
Ragas offers a broad evaluation toolkit for LLM applications, from synthetic test data through production monitoring. Its free, self-hosted format fits technical teams comfortable installing and configuring Python tools.
Visit RagasThe facts
| LiveBench | Ragas | |
|---|---|---|
| Free plan | Not published | Yes |
| Open source | Not published | Not published |
| Runs on | Linux, Mac, Self-hosted, Web, Windows | API, Linux, Self-hosted |
| Lowest paid plan | Not published | Not published |
| Plans published | None | None |
| Maker | Not published | Not published |
| Website | livebench.ai | ragas.io |
| On llm evaluation tools | #26 of 29 | #22 of 29 |
LiveBench: what it does well
- Covers 23 tasks across seven categories.
- Refreshes the benchmark every six months.
- Questions are scored automatically without an LLM judge.
- Public code and benchmark data are available.
What to know first
- Local model inference is unmaintained.
- Agentic coding evaluation requires Docker.
- Task-specific images may take up to 150 GB to store.
Ragas: what it does well
- Free plan with self-hosted deployment
- Metrics cover RAG, agents, SQL, and more
- Custom metrics and test-set generation
- Integrates with major frameworks and tracing tools
- Results saved as CSV
What to know first
- Installation describes a Python package
- No desktop or mobile app is listed
- Support is directed to a Discord chatroom
Alternatives to LiveBench Alternatives to Ragas The whole list