Build Trusted AI Agents

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

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

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.

Build and improve your best AI products with Scorecard

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:

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:

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:

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:

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:

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:

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:

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:

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:

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:

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.

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.

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.

Use evaluation to understand cause and effect

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.

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.

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.

Use Scorecard to build confidence before deploying changes to production

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.

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.