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Scorecard

Scorecard

Evaluate, Optimize, and Ship AI Agents

Overview

What it is

For teams building AI in high-stakes domains, Scorecard combines LLM evals, human feedback, and product signals to help agents learn and improve automatically, so that you can evaluate, optimize, and ship confidently.

Intent

I need it when

Establish continuous improvement cycles for AI agents through repeated testing and evaluation

Scorecard enables self-improving agents by creating a fast feedback loop where teams test smarter, validate metrics, and continuously optimize performance—replacing traditional workflows that rely on manual expert review

Manage and deploy AI agents to production safely without requiring IDE access or deep technical overhead

Scorecard provides agent management and deployment tools that identify real-world usage issues and allow non-technical team members to manage agents, reducing deployment friction

Replace subjective manual review of AI performance with systematic, data-driven evaluation

Scorecard provides validated metric libraries with industry benchmarks and allows custom metric creation, enabling teams to make evidence-based decisions backed by real data rather than gut reactions

Rapidly test and validate AI agent behavior across thousands of scenarios before production deployment

Scorecard runs agents through 10,000+ realistic scenarios and delivers feedback in minutes instead of weeks, enabling teams to identify issues early and ship with confidence through structured testing and clear metrics

Maintain version control and team alignment on high-performing AI prompts and configurations

Scorecard's prompt playground and version storage features let teams create, test, track, and share their best-performing prompts in one centralized location, creating a single source of truth

Drop

Not a fit when

  • Teams building traditional software without AI/LLM components; Scorecard is specifically for testing and evaluating AI agents
  • Organizations requiring on-premise deployment; Scorecard is a cloud-based SaaS platform
  • Projects with minimal testing needs under 100,000 evaluation scores per month where free tier suffices but team wants zero vendor dependency
  • Companies unable to integrate with external evaluation platforms or requiring complete data isolation
  • Teams needing real-time production monitoring only; Scorecard focuses on pre-deployment testing and simulation rather than live production observability
Commercials

Pricing

USD0 - USD299 / monthly View pricing