
Evaluate, monitor, and iterate on AI applications. Get started with one line of code.
Vendor
Weights & Biases
Company Website
Deliver AI with confidence
Evaluate, monitor, and iterate on AI applications. Get started with one line of code.
Improve quality, cost, latency, and safety
Weave works with any LLM and framework and comes with a ton of integrations out of the box
Quality
Accuracy, robustness, relevancy
Cost
Token usage and estimated cost
Latency
Track response times and bottlenecks
Safety
Protect your end users using guardrails
Measure and iterate
Visual comparisons
Use powerful visualizations for objective, precise comparisons
Automatic versioning
Save versions of your datasets, code, and scorers
Playground
Iterate on prompts in an interactive chat interface with any LLM
Leaderboards
Group evaluations into leaderboards featuring the best performers and share across your organization
Log everything for production monitoring and debugging
Debugging with trace trees
Weave organizes logs into an easy to navigate trace tree so you can identify issues
Multimodality
Track any modality—text, code, documents, image, and audio. Other modalities coming soon
Easily work with long form text
View large strings like documents, emails, HTML, and code in their original format
Online evaluations (coming soon)
Score live incoming production traces for monitoring without impacting performance
Observability and governance tools for agentic systems
Build state-of-the-art agents
Supercharge your iteration speed and top the charts
Agent framework and protocol agnostic
Integrates with leading agent frameworks such as OpenAI Agents SDK and protocols such as MCP
Trace trees purpose-built for agentic systems
Easily visualize agents rollouts to pinpoint issues and improvements
Use our scorers or bring your own
Pre-built scorers
Jumpstart your evals with out-of-box scorers built by our experts
Write your own scorers
Near-infinite flexibility to build custom scoring functions to suit your business
Human feedback
Collect user and expert feedback for real-life testing and evaluation
Third-party scorers
Plug and play off-the-shelf scoring functions from other vendors
Safeguard your users and brand
Guardrails Detect harmful outputs and prompt attacks with our out-of-box filters Checks Pre/post response hooks ensure AI responses align with your policies