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 more than 10 alternatives to Opik for a variety of platforms, including Web-based, SaaS, Self-Hosted, Docker and Python apps. The best Opik alternative is AcruxCore, which is both free and Open Source. Other great apps like Opik are Langfuse, Spanlens, Tracely and Glassbrain.

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Alternatives
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Alternatives list

  1. AcruxCore icon
     2 likes

    Open-source LLM-ops platform combining prompt management, an AI gateway, tracing, a tool catalog, and evaluation in one self-hostable platform.

    Cost / License

    Platforms

    • Software as a Service (SaaS)
    • Online
    • Docker
    Good alternative?
     
  2. 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.

    22 Langfuse alternatives

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
    • Docker
    • Cloudron
    Good alternative?
     
  3. 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.

    Cost / License

    • Freemium
    • Open Source (MIT)

    Platforms

    • Software as a Service (SaaS)
    • Docker
    Good alternative?
     
  4. Tracely icon
     Like

    Open-source LLM observability and evaluation: grade every AI agent trace, cluster the failures, and replay them as regression tests that block the pull request.

    Cost / License

    • Freemium
    • Open Source (MIT)

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Self-Hosted
    • Docker
    • US flagUnited States
    Tracely screenshot 1
    Good alternative?
     
  5. 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)
    Good alternative?
     
  6. 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
    Good alternative?
     
  7. 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
    Good alternative?
     
  8. FutureAGI is an open-source, end-to-end AI agent engineering platform built for teams shipping production AI agents. It covers the full lifecycle: simulate edge cases before launch, evaluate every agent decision and trace, catch hallucinations in real time, auto-optimize, and...

    Cost / License

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Self-Hosted
    • Docker
    Good alternative?
     
  9.  Like

    Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

    Cost / License

    • Freemium
    • Source Available

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
    Good alternative?
     
  10. 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
    Good alternative?
     
10 of 10 Opik alternatives