Introducing Datasets

AI Performance and Reliability, Delivered

HoneyHive makes it easy and repeatable for modern AI teams to test, evaluate, monitor, and optimize LLM applications.

Powering the world’s best AI products.
From next-gen copilots to multi-agent systems.

The enterprise-grade stack for AI applications

Evaluations. Test quality and performance during development.
Monitoring. Monitor, evaluate, and debug your app in production.
Datasets. Filter and curate datasets for fine-tuning and evaluation.
Prompt Studio. Manage and deploy prompts separate from code.
Evaluators. Measure performance of your app quantitatively.
Tracing. Trace your LLM requests, agents, and RAG pipelines.
Feedback. Collect feedback from end-users & domain experts.
Automations. Automate fine-tuning and validation workflows.
Testing and Evaluation

Test and evaluate your application, quantitatively

Evaluations help you quantify improvements, capture regressions, iterate faster, and deploy changes with confidence.

Offline Evaluators. Python, LLM, and human evaluators.
Evaluation Runs. Run batch evals and track experiments.
Benchmarking. Compare evaluation runs side-by-side.
Continuous integration. Set up automated CI testing.
Datasets. Create golden datasets for every scenario.
Traces and spans. Run trace and span-level evaluations.
Observability & Governance

Monitor and debug your application, continuously

Evaluate, monitor, and debug your live production traffic to catch LLM failures at scale and resolve issues with speed.

Online Evaluators. Python and LLM Evaluators, with sampling.
Human Feedback. Capture feedback from your users.
Custom Charts. Track all your metrics in a team dashboard.
Filters and groups. Slice & dice your data for deeper analysis.
Tracing. Trace your chains, agents, and RAG pipelines.
Debugging. Debug traces and root cause errors with AI.
Prompt Studio

Iterate with your team at the speed of thought

A shared workspace for engineers, PMs, and domain experts to collaboratively iterate on prompts.

Playground. Test new prompts and models with your team.
Prompt History. Logs all your Playground interactions.
Version Tracking. Track prompt changes across teams.
Deployments. Deploy prompt templates via our Prompts API.
100+ Models. Access all major LLMs, or bring your own.
Tools. Manage functions and Integrate external tools.
Developers

Any model. Any framework. Any cloud.

Model and framework agnostic. Works with any model, framework, or GPU cloud. Our Playground integrates with 100+ models out-of-the-box.

Distributed Tracing. Our data model is purpose-built to help you trace RAG pipelines and multi-agent systems.

Programmatic access. Allows you to build custom automations like active learning and model validation pipelines using your logs.

"It's critical to ensure quality and performance across our LLM agents. With HoneyHive's state-of-the-art evaluation and monitoring tools, we've not only improved the capabilities of our agents but also seamlessly deployed them to thousands of users — all while enjoying peace of mind."

Divyansh Garg

Co-Founder & CEO, MultiOn

Enterprise

Security & scalability

We use a variety of industry-standard technologies and services to keep your data secure and private.

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On-prem deployment

Deploy in our managed cloud, or your private cloud. You own your data and models.

Built for enterprise scale

Our infrastructure has been stress-tested to scale up to millions of requests per day.

Dedicated support

Dedicated CSMs and founder-led support to help you at every step of the way.

Ship reliable AI products that your users trust