Build Trusted AI Products

Scorecard simplifies AI testing and evaluation, empowering teams to deliver dependable AI.

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Monitor and Test With Trusted Metrics to Ship Better AI

Our platform gives you tools to test your AI, track how it's performing, and spot problems before they affect users. All so your AI works in the real world.

Identify issues at scale

Scorecard Flow: Identify IssuesScorecard Flow: Identify Issues

Find Out How Your AI Actually Performs

Uncover actionable insights and areas of opportunity through logging and tracing. Empower your team to identify failing examples early and resolve issues proactively.

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Convert production failures to reusable testcases

Use Scorecard’s testset tools to turn real world failures into examples to train on during hillclimbing, launch evaluation and regression testing.

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Create Trustworthy Metrics

Start with Scorecard’s validated metric library to access industry benchmarks. Customize proven metrics or create your own to track what matters most to your business.

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Build and improve your best AI products with Scorecard

Scorecard Flow: Build & ImproveScorecard Flow: Build & Improve

Use a powerful Playground for quick analysis and iteration

Test and Validate Your Hunches. Quickly prototype and compare different versions of your AI system in the Scorecard Playground using actual requests. Make strategic, evidence-based decisions and deliver responses that consistently meet user needs with systematic testing.

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Arm 1
Details
Model:
OpenAI Logo
GPT 3.5 turbo
Prompt template(s)
Analyze this {{document_type}} and identify any {{risk_category}} issues that need immediate attention.
Arm 2
Details
Model:
Anthropic logo
Claude-4
Prompt template(s)
You are a sophisticated legal writing AI. A lawyer needs you to draft a {{document_type}} addressing {{risk_category}} concerns according to the instructions they provide.
Results
Arm 1
Accuracy Score
Passing rate
50.1%
Actionability Score
Passing rate
98.4%
Arm 2
Accuracy Score
Passing rate
68.8%
Actionability Score
Passing rate
78.3%
Ready to test
Scoring
Arm 1
Details
Model:
Google Gemini Logo
Gemini 2.5 pro
Prompt template(s)
You are an advanced financial analysis AI. A financial advisor needs you to analyze {{financial_instrument}} and assess {{risk_type}} exposure according to their specifications.
Arm 2
Details
Model:
Google Gemini Logo
Gemini 2.5 pro
Prompt template(s)
Review this {{financial_instrument}} portfolio and identify any {{risk_type}} concerns that require immediate action.
Results
Arm 1
Financial Accuracy Score
Passing rate
55.2%
Actionability Score
Passing rate
82.8%
Arm 2
Financial Accuracy Score
Passing rate
47%
Actionability Score
Passing rate
71.2%
Ready to test
Scoring
Arm 1
Details
Model:
Anthropic logo
Claude Opus 4
Prompt template(s)
You are an expert compliance assessment AI. A compliance officer needs you to review {{compliance_program}} and evaluate {{regulatory_framework}} adherence according to their requirements.
Arm 2
Details
Model:
Anthropic logo
Claude Sonet 4
Prompt template(s)
Examine this {{compliance_program}} implementation and identify any {{regulatory_framework}} violations that require remediation.
Results
Arm 1
Compliance Maturity Score
Passing rate
71.6%
Risk Mitigation Score
Passing rate
49.2%
Arm 2
Compliance Maturity Score
Passing rate
80.4%
Risk Mitigation Score
Passing rate
69.1%
Ready to test
Scoring
Arm 1
Details
Model:
OpenAI Logo
GPT 3.5 turbo
Prompt template(s)
You are an advanced healthcare analytics AI. A healthcare administrator needs you to evaluate {{health_system}} and assess {{compliance_area}} requirements according to their specifications.
Arm 2
Details
Model:
OpenAI Logo
GPT 3.5 turbo
Prompt template(s)
Analyze this {{health_system}} implementation and identify any {{compliance_area}} gaps that need attention.
Results
Arm 1
Compliance Maturity Score
Passing rate
31.2%
Risk Mitigation Score
Passing rate
86.8%
Arm 2
Compliance Maturity Score
Passing rate
79.1%
Risk Mitigation Score
Passing rate
82.4%
Ready to test
Scoring
Arm 1
Details
Model:
Anthropic logo
Claude Sonet 4
Prompt template(s)
You are a {{bot_personality}} chatbot. Engage with users experiencing {{user_scenario}} and provide helpful, conversational responses tailored to their needs.
Arm 2
Details
Model:
Anthropic logo
Claude Sonet 4
Prompt template(s)
Act as a {{bot_personality}} assistant helping someone with {{user_scenario}}. Keep responses natural and engaging.
Results
Arm 1
Conversation Quality Score
Passing rate
92%
User Satisfaction Score
Passing rate
88.8%
Arm 2
Conversation Quality Score
Passing rate
78.2%
User Satisfaction Score
Passing rate
82.6%
Ready to test
Scoring

Prototype and evaluate prompts

Bring your best ideas to life. Experiment with models from all your favorite providers and discover what prompts work best in the Scorecard Playground.

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Maintain a single source of truth

Keep everyone on the same page. Manage prompts in Scorecard and allow anyone in your team to test from the same library of prompts in the Playground that are used in production deployments.

Scorecard product ui components

Compare prompts effortlessly

Use version control to stay on top of updates. Understand how prompts have changed over time and roll back changes when needed.

Scorecard product ui componentsScorecard product ui components

Use evaluation to understand cause and effect

Scorecard Flow: Run EvalsScorecard Flow: Runa Evals

Create experiments for testing at scale

Catch Problems Before Users Do. Replace "vibe checks" with standardized evaluations that identify issues early. Give technical and non-technical team members performance metrics to track, and give users AI they can count on.

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Test,iterate and validate metrics

Stress test your metrics before you trust them. Use human scoring as ground truth to test your metric library and improve accuracy.

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Stand up your eval framework in minutes.

Evaluate your system without writing a single metric. Select from a library of trustworthy metrics vetted by Scorecard.

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Design metrics just by describing them

Prototype your own AI-powered metrics as simply as writing instructions to a colleague.

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Use Scorecard to build confidence before deploying changes to production

Scorecard Flow: Get FeedbackScorecard Flow: Get Feedback

A/B Comparison

Effortlessly compare experiments Dive deeper into how different versions of your AI systems perform head-to-head and get the confidence to ship improvements on more than just hunches.

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Human Labeling

Get ground truth with human raters. When accuracy counts, there’s no substitute for human graders. Scorecard provides the flexibility to ensure that your most mission-critical product launches are validated by subject matter experts.

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Run history

Track performance over time. See how key evaluations stack up over time.  Give technical and non-technical team members performance metrics to track, and give users AI they can count on.

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Deploy your rigorously tested system to production

Scorecard Flow: DeployScorecard Flow: Deploy

Deploy prompts to production systems

Ensure your customers are interacting with your team’s best performing prompts

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Best-in-class developer experience

Easily integrate Scorecard into your production deployments in minutes

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Catch Problems Before Users Do

Scorecard Flow: MonitorScorecard Flow: Monitor

Real-time quality monitoring [COMING SOON]

Score and review incoming traces from your production system. Stay on top of real-world performance with custom visualizations and reporting tools

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Take Control of AI Performance

Join forward-thinking teams using Scorecard to upgrade the way they build, test, and improve AI PRODUCTS.

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