New HoneyHive + MongoDB

AI Performance and Reliability, Delivered

HoneyHive enables modern AI teams to continuously debug, evaluate, and improve AI applications and ship new AI features with confidence.

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

Tools for your end-to-end development workflow

Tracing. Trace and debug AI applications with OpenTelemetry.
Evaluations. Test your AI application against a dataset.
Monitoring. Monitor cost, latency, and quality metrics.
Prompt Studio. Manage and version prompts in a shared workspace.
Datasets. Curate, label, and version datasets across your projects.
Automated Evaluators. Measure performance using LLMs or code.
Human Feedback. Collect feedback from users & domain experts.
Automations. Use your logs to automate fine-tuning workflows.
Distributed Tracing

Trace every interaction to optimize your app

Tracing helps you understand how data flows through your application and explore the underlying logs to debug issues.

Distributed Tracing. Trace with our OpenTelemetry native SDK.
Debugging. Debug LLM errors and respond to issues faster.
Filters and Groups. Quickly find traces that matter.
Online Evaluation. Run live evals to catch failures.
Human Review. Allow domain experts to grade outputs.
Collaboration. Easily share traces with colleagues.
Evaluation

Detect regressions with every commit

Evaluations help you quantify improvements and catch regressions pre-production, allowing you to prevent costly failures before they happen.

Evaluation Reports. Run batch evals and track experiments.
Auto-Evaluation. Use code & LLM evaluators to auto-review.
Human Review. Allow domain experts to manually review.
Side-by-side comparison. Compare experiments results.
Datasets. Manage golden datasets for your test suites.
CI Testing. Set up automated CI testing via Github Actions.
Monitoring

Monitor cost, latency, and quality across your apps

HoneyHive helps you monitor cost, latency, and quality metrics and discover new insights with exploratory data analysis.

Online Evaluation. Run live auto-evals to detect failures.
Dashboard. Get quick insights into the metrics that matter.
Custom Charts. Query your data to track key metrics.
Filters and Groups. Slice & dice your data for in-depth analysis.
Custom Properties. Log 100s of properties for deeper analysis.
User Feedback. Track live feedback from end-users.
Prompt Studio

Manage and version prompts in a shared workspace

Studio is a shared workspace for engineers and domain experts to manage, version, and deploy  prompts separate from code.

Playground. Test new prompts and models with your team.
Version Management. Track prompt changes as you iterate.
Deployments. Deploy prompt templates with 1-click.
Prompt History. Logs all your Playground interactions.
Tools. Manage and version your functions and tools.
100+ Models. Access all major LLM and GPU providers.
Ecosystem

Any model. Any framework. Any use-case.

Developers

Get started with 3 lines of code

OpenTelemetry-native. Our SDK uses OTEL under the hood, which auto-instruments 15+ LLMs and vector databases with just 3 lines of code.

Wide-events data model. Allows you to enrich events with hundreds of properties for high-cardinality monitoring and analytics.

State-of-the-art infrastructure. Scales up to 1,000 requests per second and allows payloads over 1MB per event.

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"It's critical to ensure quality and performance across our AI 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

CEO, MultiOn

Enterprise

Secure and scalable

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

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Built for enterprise scale

Our infrastructure automatically scales to 1,000 requests per second without breaking a sweat.

Self-hosting in VPC

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

Dedicated support

Dedicated CSM and white-glove support to help you at every step of the way.

Ship Generative AI applications with confidence

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