AI Gateway vs DeepEval
Overview
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CLI (Node.js)
Manual
Detailed Comparison
It is a simple-to-use, open-source evaluation framework for LLM applications. It is similar to Pytest but specialized for unit testing LLM applications. It evaluates performance based on metrics such as hallucination, answer relevancy, RAGAS, etc., using LLMs and various other NLP models locally on your machine. | It is the interface between your app and hosted LLMs. It streamlines API requests to OpenAI, Anthropic, Mistral, LLama2, Anyscale, Google Gemini, and more with a unified API. |
Simple functions to unit test LLM applications in the CLI;
Gain insights to quickly iterate towards optimal hyperparameters;
Evaluate existing LLM applications built with other frameworks | Blazing fast (9.9x faster) with a tiny footprint (~45kb installed);
Load balance across multiple models, providers, and keys;
Fallbacks make sure your app stays resilient;
Automatic Retries with exponential fallbacks come by default;
Plug-in middleware as needed;
Battle-tested over 100B tokens |
Statistics | |
GitHub Stars 11.9K | GitHub Stars 9.8K |
GitHub Forks 1.0K | GitHub Forks 775 |
Stacks 1 | Stacks 2 |
Followers 1 | Followers 4 |
Votes 0 | Votes 0 |
Integrations | |
What are some alternatives to DeepEval, AI Gateway?
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LangChain
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Ollama
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LlamaIndex
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LangGraph
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LangSmith
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GPTScript
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