HoneyHive
Agent observability and evaluation platform: traces every prompt, tool call and handoff, scores agent quality with online and offline evaluations, monitors live traffic and alerts on drift, and manages datasets, annotation queues and prompts, with a free developer plan and optional self-hosting.
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What it does
- Evaluation and observability
Features 5
- Python code evaluatorsCustom functions that assess outputs, such as format validation or metric calculations.
- LLM-assisted evaluatorsUse language models for qualitative checks such as coherence or relevance.
- Human evaluatorsLet subject matter experts give direct feedback through the platform.
- Offline evaluationRun test suites of curated scenarios in development and CI/CD pipelines.
- Online evaluationServer-side evaluators run automatically on ingested traces to monitor quality.
Sources
- Pricing
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Free Developer plan (10,000 events a month) and a custom-priced Enterprise plan.; "Start building for free. Move to Enterprise for higher usage limits"; "No credit card required."
- Description
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Official documentation · 18 Oct 2026
"Inspect every prompt, tool call, output, and handoff."; "Score agent quality and safety across live production traffic."; "Detect behavior drift and investigate the traces behind them."
- What it does
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Official documentation · 18 Oct 2026
"Evaluate agents offline against your datasets before they reach production."
- Sold within
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Self-serve Developer plan sign-up; nothing stands above the platform.; "No credit card required."; "Start for free"
- Name
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Official documentation · 18 Oct 2026
"HoneyHive is the agent observability platform behind mission-critical AI"
- URL
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Official documentation · 18 Oct 2026
The company's home page, which sells the platform whose evaluators are one section of the docs.; "HoneyHive is the agent observability platform behind mission-critical AI"
- Deployment
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Official documentation · 14 Oct 2026
Product page: "Optional self-hosting, hybrid, or single-tenant deployment"
- Interfaces
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Official documentation · 14 Oct 2026
Product page: "Optional self-hosting, hybrid, or single-tenant deployment"
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