AI Development ToolsLLM OperationsML Observability

HoneyHive

Monitor and improve AI application performance throughout development cycles

Monthly Visits: 15.5K
Enterprise/Custom
API Available
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HoneyHive

What is HoneyHive?

HoneyHive helps teams build better AI applications by providing tools to track, test, and manage every aspect of their AI systems. It enables collaboration between engineers and domain experts to maintain quality control from development through production. The platform focuses on catching errors early and ensuring reliable performance at scale.

Key Features of HoneyHive

  1. 1

    AI Tracing

    End-to-end visibility into AI workflows using OpenTelemetry

  2. 2

    Automated Evaluations

    Run large test suites with every code commit

  3. 3

    Production Monitoring

    Track cost, latency, and quality metrics in real-time

  4. 4

    Prompt Versioning

    Manage and track prompt changes across teams

  5. 5

    Team Collaboration

    Central platform for engineers and domain experts

HoneyHive AI Tool Use Cases

  • ๐Ÿ”ง
    Debug complex AI agent workflows
  • ๐Ÿงช
    Test model changes with automated evaluations
  • ๐Ÿ“Š
    Monitor production LLM performance
  • ๐Ÿ“
    Manage version-controlled prompts
  • ๐Ÿ‘ฅ
    Collaborate on human-in-the-loop reviews

FAQs from HoneyHive

What frameworks does HoneyHive support?

Integrates with any framework through OpenTelemetry, including 15+ pre-instrumented AI frameworks and vector databases

How do you ensure data security?

SOC-2 compliant with options for private cloud deployment and GDPR-aligned practices

Can non-engineers use this platform?

Yes, domain experts can review outputs and collaborate via web UI while engineers work in code

Pros & Cons of HoneyHive

Pros (4)

  • Comprehensive evaluation tools for LLM development
  • OpenTelemetry integration for distributed tracing
  • Enterprise-grade security and compliance
  • Supports 100+ AI models and frameworks

Cons (1)

  • Focuses on enterprise-scale needs (may be overkill for small projects)

More Info About HoneyHive

Who is using honeyhive?

This tool is best for:

  1. AI Engineering Teams
  2. ML Operations Engineers
  3. Enterprise AI Developers
  4. LLM Application Builders

HoneyHive's Tags

Explore more niche AI tool websites by clicking on a tag* (works only if it has enough tools).

#LLMOps #AIObservability#AIEngineering#MLMonitoring

Integrate HoneyHive With These Apps

HoneyHive can be integrated with these apps and services:

  • OpenTelemetry
  • GitHub Actions
  • 100+ model providers

Website Analytics of HoneyHive

HoneyHive Website Traffic & SEO Analysis:

Recent data shows that HoneyHive has 15.5K monthly visits (-10.3% decrease from the previous month), 43.0% bounce rate, and average 5.42 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 2 countries worldwide, led by United States contributing 94% of total traffic. SEO performance is shown by 5 tracked keywords, with "honeyhive" being the top-performing keyword with 1.1K monthly searches. See below for more info.

Monthly Visits

15.5K

(-10.3%)

Pages per Visit

5.42

Bounce Rate

43.0%

Average Time on Site

5m 34s

Traffic Trend(Apr 2025 - Oct 2025)

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Top Keywords

SEO KeywordVolumeCPC
honeyhive
1.1K$1.42
honeyhive ai
90-
hineyhive
40-
honeyhive funding round
40-
hive ai
9.1K$3.63

Traffic Sources Distribution

Traffic Share by Source

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Source Breakdown Details

SourceTraffic Share
Direct
57%
Search
28%
Social
8%
Referrals
6%
Paid Referrals
1%

Global Traffic Distribution

Traffic Share by Country

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Geographic Breakdown Details of top 2 countries

Country NameTraffic Share
United States94%
India6%
Analytics data is estimated (from third-party analytics providers) and for reference only.

๐Ÿš€ HoneyHive Launch Badge

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How to use: Simply copy and paste the embed code into your homepage or footer HTML to display it instantly and build community support.

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