Helicone AlternativesLarge Language Model (LLM) Tools and other similar apps like Helicone

Helicone is described as 'The open-source LLM observability platform for developers to monitor, debug, and improve production-ready applications' and is a large language model (llm) tool in the ai tools & services category. There are seven alternatives to Helicone for Web-based, SaaS, Self-Hosted and Docker. The best Helicone alternative is RapidClaw. It's not free, so if you're looking for a free alternative, you could try Langfuse or Orbit AI. Other great apps like Helicone are Ambertrace, MarginDash, Glassbrain and PerUnit.

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Alternatives list

  1. RapidClaw icon

    RapidClaw

     1 like

    A boutique, white-glove platform for deploying and managing AI agents in production, with token cost optimization and self-hosting options.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
    RapidClaw screenshot 1
     
  2. Langfuse icon

    Langfuse

     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

    Application type

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Self-Hosted
    • Docker
    Create manual annotations to provide feedback, corrections, and improvements to your LLM outputs. Use annotations to build high-quality datasets and set a baseline for automated evals.
     
  4. Orbit AI icon

    Orbit AI

     1 like

    Orbit is a developer tool for monitoring AI API usage in production applications. It provides real-time visibility into token consumption, costs, latency, and errors across multiple LLM providers.

    Cost / License

    • Free
    • Proprietary

    Platforms

    • Online
    Orbit AI screenshot 1
     
  5. Ambertrace icon

    Ambertrace

     Like

    Ambertrace is an LLM observability platform with an open source SDK that traces every AI agent call across OpenAI, Anthropic, and Google with zero code changes.

    Cost / License

    Platforms

    • Software as a Service (SaaS)
    • Self-Hosted
    Just need to add 2 lines of code to start tracking AI agents perfomance
     
  6. MarginDash icon

    MarginDash

     Like

    AI cost tracking per customer. Shows which customers are profitable after API costs, with Stripe revenue sync, cost simulator, and budget alerts.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    Overall Dashboard
     
  7. Glassbrain icon

    Glassbrain

     Like

    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)
    Glassbrain screenshot 1
     
  9. PerUnit icon

    PerUnit

     Like

    Your AI bill is growing — but which customers, features, and pricing tiers are driving it? Most dashboards show totals. Totals don't help you decide who to charge more, what to gate, or where to cut.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    PerUnit App screenshot providing AI cost attributions by customer, feature and tier
     
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