Best LightEval Alternatives in 2025
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Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
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Huggingface’s Open LLM Leaderboard aims to foster open collaboration and transparency in the evaluation of language models.
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Evaligo: Your all-in-one AI dev platform. Build, test & monitor production prompts to ship reliable AI features at scale. Prevent costly regressions.
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A high-throughput and memory-efficient inference and serving engine for LLMs
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Companies of all sizes use Confident AI justify why their LLM deserves to be in production.
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EasyLLM is an open source project that provides helpful tools and methods for working with large language models (LLMs), both open source and closed source. Get immediataly started or check out the documentation.
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Intuitive and powerful one-stop evaluation platform to help you iteratively optimize generative AI products. Simplify the evaluation process, overcome instability, and gain a competitive advantage.
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Easily monitor, debug, and improve your production LLM features with Helicone's open-source observability platform purpose-built for AI apps.
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BenchLLM: Evaluate LLM responses, build test suites, automate evaluations. Enhance AI-driven systems with comprehensive performance assessments.
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Boost Language Model performance with promptfoo. Iterate faster, measure quality improvements, detect regressions, and more. Perfect for researchers and developers.
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PromptTools is an open-source platform that helps developers build, monitor, and improve LLM applications through experimentation, evaluation, and feedback.
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Braintrust: The end-to-end platform to develop, test & monitor reliable AI applications. Get predictable, high-quality LLM results.
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LiveBench is an LLM benchmark with monthly new questions from diverse sources and objective answers for accurate scoring, currently featuring 18 tasks in 6 categories and more to come.
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Transformer Lab: An open - source platform for building, tuning, and running LLMs locally without coding. Download 100s of models, finetune across hardware, chat, evaluate, and more.
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Deepchecks: The end-to-end platform for LLM evaluation. Systematically test, compare, & monitor your AI apps from dev to production. Reduce hallucinations & ship faster.
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LLime is a powerful software with customizable AI assistants for every department. Boost productivity with simple setup, secure data, and custom models.
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TruLens provides a set of tools for developing and monitoring neural nets, including large language models.
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LazyLLM: Low-code for multi-agent LLM apps. Build, iterate & deploy complex AI solutions fast, from prototype to production. Focus on algorithms, not engineering.
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The LlamaEdge project makes it easy for you to run LLM inference apps and create OpenAI-compatible API services for the Llama2 series of LLMs locally.
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Evaluate & improve your LLM applications with RagMetrics. Automate testing, measure performance, and optimize RAG systems for reliable results.
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Manage your prompts, evaluate your chains, quickly build production-grade applications with Large Language Models.
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GLM-4.5V: Empower your AI with advanced vision. Generate web code from screenshots, automate GUIs, & analyze documents & video with deep reasoning.
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LLaMA Factory is an open-source low-code large model fine-tuning framework that integrates the widely used fine-tuning techniques in the industry and supports zero-code fine-tuning of large models through the Web UI interface.
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Deploy AI models lightning fast with LitServe! Easy, scalable serving for PyTorch, TensorFlow, JAX & more. Cut costs & focus on AI. Get started now!
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Create custom AI models with ease using Ludwig. Scale, optimize, and experiment effortlessly with declarative configuration and expert-level control.
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OneLLM is your end-to-end no-code platform to build and deploy LLMs.
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Lightly is a powerful toolkit for machine learning data curation. Select valuable data, pretrain models, automate pipelines & gain insights. Boost model performance & cut costs. Trusted by enterprises.
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Discover, compare, and rank Large Language Models effortlessly with LLM Extractum. Simplify your selection process and empower innovation in AI applications.
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A Trailblazing Language Model Family for Advanced AI Applications. Explore efficient, open-source models with layer-wise scaling for enhanced accuracy.
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LM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model from Hugging Face, and provides a simple yet powerful model configuration and inferencing UI. The app leverages your GPU when possible.