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Review · Software & AI

HoneyHive review

AI observability and evaluation platform with prompt versioning, deployments and a playground, aimed at enterprises running agents in production.

By the DBotMaker research desk · Updated November 7, 2026

Capabilities (40%)
8.2
Ease of setup (30%)
7.8
Value (30%)
7.6

HoneyHive lists prompt management as one of its core feature groups, next to observability and evaluation. The pricing page includes a playground, prompt versioning and history, functions and external tools, prompt deployments and custom model providers on both plans. In the playground, HoneyHive versions a prompt automatically when you run a test case against an edit, and you name and save the versions you want to keep as prompt-model configurations that can be shared with teammates. Evaluation is the strength: online evaluation with sampling, experiments with regression tracking, CI/CD integration, and code, LLM-as-judge and human evaluators with annotation queues. The free Developer plan covers 10,000 events a month, up to 5 users and 30 days of retention. Beyond that there is only Enterprise at custom pricing, which adds unlimited users and workspaces, SAML SSO and self-hosted, hybrid or single-tenant deployment. Smaller teams that outgrow the free plan have no published middle tier to move to.

Who it is for

Larger organizations that need prompt deployments alongside evaluation, with self-hosted or single-tenant options.

Price

Developer free with 10,000 events a month and up to 5 users; Enterprise custom.

10,000 events per month
Quoted from the vendor pricing page on November 7, 2026.

Key features

  • Prompt versioning, history and prompt deployments
  • Playground with functions and external tools
  • Online evaluation with sampling, experiments and regression tracking
  • CI/CD integration
  • Automated and human evaluations with annotation queues

Strengths and weaknesses

  • Strength: Prompt deployments are included on the free Developer plan
  • Strength: Self-hosted, hybrid or single-tenant options on Enterprise
  • Strength: SOC-2 Type II, GDPR and HIPAA compliance listed
  • Weakness: No published paid tier between free and Enterprise
  • Weakness: Free plan data is hosted in AWS US-West-2 only
  • Weakness: Developer plan limited to 1 workspace and 5 users

Key facts

  • Developer: Free, 10,000 events a month, up to 5 users, 30-day retention
  • Enterprise: Custom pricing and limits
  • Hosting: Multi-tenant SaaS; self-hosted, hybrid or single-tenant on Enterprise
  • Rate limit: 1,000 requests per minute on Developer

Where it ranks

HoneyHive is No. 9 in our Best AI Prompt Management Tools verdict.

Alternatives we scored

Visit honeyhive.ai · Questions or corrections: editorial@dbotmaker.io