Tool to Benchmark LLM APIs
Analysis
This Hacker News post introduces an open-source tool for benchmarking Large Language Model (LLM) APIs. It focuses on measuring first-token latency and output speed across various providers, including OpenAI, Claude, and self-hosted models. The tool aims to provide a simple, visual, and reproducible way to evaluate performance, particularly for third-party proxy services. The post highlights the tool's support for different API types, ease of configuration, and self-hosting capabilities. The author encourages feedback and contributions.
Key Takeaways
- •Open-source tool for benchmarking LLM APIs.
- •Measures first-token latency and output speed.
- •Supports OpenAI, Claude, and self-hosted models.
- •Easy to configure and self-host.
- •Aims to evaluate performance across different LLM providers.
Reference
“The tool measures first-token latency and output speed. It supports OpenAI-compatible APIs, Claude, and local endpoints. The author is interested in feedback, PRs, and test reports.”