Opik Alternatives

Opik is described as 'Open-source platform for evaluating, testing and monitoring LLM applications. Built by Comet' and is an app. There are six alternatives to Opik for a variety of platforms, including Web-based, Self-Hosted, SaaS, Docker and Python apps. The best Opik alternative is Langfuse, which is free. Other great apps like Opik are Spanlens, Glassbrain, LightEval and WordLlama.

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Alternatives list

  1. Langfuse icon
     1 like

    Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more.

    4 Langfuse alternatives

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Self-Hosted
    • Docker
     
  2. Spanlens icon
     1 like

    Spanlens is open-source LLM observability built for application developers. Drop in a one-line proxy or SDK swap and every OpenAI, Anthropic, or Gemini call your app makes is captured with full request and response body, model, tokens, cost, and latency.

    4 Spanlens alternatives

    Cost / License

    • Freemium
    • Open Source (MIT)

    Platforms

    • Software as a Service (SaaS)
    • Docker
     
  3. Glassbrain captures every step of your AI app as an interactive visual trace tree. Click any node, swap the input, replay instantly without redeploying. Snapshot mode stores deterministic replays. Live mode hits your actual stack.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
     
  4. LightEval icon
     Like

    LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Self-Hosted
    • Python
     
  5. WordLlama icon
     Like

    WordLlama is a fast, lightweight NLP toolkit that handles tasks like fuzzy-deduplication, similarity and ranking with minimal inference-time dependencies and optimized for CPU hardware.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Python
    • Mac
    • Windows
    • Linux
    • BSD
    • Self-Hosted
     
  6. xseek icon
     Like

    xseek is your all-in-one AI SEO platform, helping brands gain visibility across top AI systems. Use Brand Radar to track mentions, analyze content performance, and boost presence in real-time on ChatGPT, Perplexity, and Claude.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
     
6 of 6 Opik alternatives