Now in public beta
Evaluate AI Research Agents with DREAM Metrics
The first commercial platform for benchmarking agentic reasoning quality. Score depth, reasoning, evidence, accuracy, and multi-step performance before deploying to production.
DREAM Score — AutoResearch v2.188.6
Depth
92
Reasoning
87
Evidence
94
Accuracy
89
Multi-step
81
Trusted by AI teams at
AnthropicOpenAICohereDeepMindMistralHugging Face
Everything you need to evaluate research agents
Built for AI teams who ship agents to production.
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DREAM Metric Scoring
Five-axis evaluation covering Depth, Reasoning, Evidence, Accuracy, and Multi-step performance.
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Side-by-Side Comparison
Compare multiple agents head-to-head across every metric dimension.
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Reasoning Trace Viz
Visual step-by-step breakdown of how your agent arrived at each conclusion.
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Benchmark Reports
Export production-ready PDF/JSON evaluation reports for stakeholders.
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API-First Design
Integrate evaluations into your CI/CD pipeline with our REST API.
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Custom Metric Weighting
Adjust scoring weights to match your specific use case priorities.
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Get a comprehensive DREAM evaluation report in under 24 hours.
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