Home/Tools/Scorecard
Paid tool

Scorecard

An AI agent evaluation platform for continuous testing, optimization, and observability.

Visitscorecard.io
Intro

What is Scorecard?

Scorecard is a San Francisco, CA-based AI agent evaluation platform designed to help teams build, test, and optimize reliable AI applications. As an enterprise-grade AI scorecard, the platform opens the black box of AI behavior by offering continuous evaluation to deliver predictable user experiences. Unlike general AI tools or traditional manual workflows, Scorecard AI allows development teams to run structured tests against vetted, customizable metrics. It eliminates separate tool silos and functions as a secure AI control room, helping engineers track prompts, gain live observability, and manage guardrails AI systems need to avoid real-world usage failures.

Scorecard at a glance
Free, Growth from $299/mo8.7K monthly visitsPaid access

Category

AI TestingAI Developer Tools
Best For

Best Scorecard use cases by task, role, industry, and platform

These use cases show where Scorecard fits best, ranked by fit score before popularity or pricing.

LLM EvaluationAssess model outputs, benchmark performance metrics, test prompts, and validate responses to ensure accuracy across specific use cases.95Model EvaluationAssess model performance, compare benchmark metrics, test specific prompts, and analyze output accuracy across different datasets.90AI ObservabilityMonitor, evaluate, track, and debug machine learning model outputs to maintain system reliability and performance.85Experiment TrackingLog, monitor, and compare machine learning metrics, parameters, and code versions to streamline model development workflows.85Test AutomationTest automation organizes requirements, scenarios, expected results, and bug evidence for software quality work.80AI Agent BuildingDesign, configure, and deploy automated digital assistants to handle repetitive workflows and connect multiple software applications.75
Pricing

Scorecard Pricing Plans

Compare Scorecard free options, Scorecard paid pricing plans, and usage notes before you choose the best way to use this AI tool in 2026.

Free, Growth from $299/mo

$0/Month

Essential evaluations for early-stage AI projects. Includes Unlimited users and 100,000 scores.

$299/Month

Reliable AI evaluations for startups and mid-sized companies. Includes Unlimited users, 1M scores/mo (then $1 per 5K), Test set management, Prompt playground access, and Priority support.

Customized Pricing

Custom solutions for large-scale AI deployments. Includes everything in Growth plus SAML SSO, SOC 2 compliance reporting, End-to-end data encryption at rest, 24/7 VIP support, Volume-based usage discounts, and Customizable contract terms.

Pricing updated:Jun 12, 2026

Features

Scorecard AI Features

Continuous AI evaluation and live observabilityVersion control and historical tracking for promptsValidated industry-benchmark metric library with custom metric creationStructured testing and an AI playground for rapid experimentationNo-IDE agent management and production deployment features
Pros & Cons

Scorecard Pros and Cons

Pros

  • Accelerates iterative development by removing slow feedback cycles
  • Bridges the gap between dev and production environments to remove silos
  • Includes unlimited users across all available subscription tiers
  • Robust enterprise features including SOC 2 compliance and SAML SSO

Limitations

  • Growth plan has a metered overage cost of $1 per 5K scores after 1M
  • Advanced compliance and custom contract features are locked behind Enterprise tier

Scorecard FAQ

Traditional workflows often force engineering teams to wait weeks for meaningful feedback. Scorecard AI evaluation connects development, testing, and production environments together to create a continuous, real-time feedback loop that catches unpredictable model behaviors early.

Alternatives

Scorecard alternatives and similar AI tools

Paid
Co
CometAPI
Unified API gateway accessing 500+ AI models with single-key integration.
PricePay-as-you-go, with models starting from $1.2/1M tokensTraffic363K/mo
Unified access to 500+ AI models using a single API keyFull compatibility with existing OpenAI SDKs for easy integrationCost savings of 20-40% compared to standard direct vendor ratesZero vendor lock-in with instant model-swapping capabilities+1
Paid
kl
kluster.ai
Developer AI cloud providing serverless inference and fine-tuning with Adaptive Inference scaling.
PriceStarts at $0.01 per million tokensTraffic27K/mo
Adaptive Inference engine scaling dynamically across Real-time, Asynchronous, and Batch processingOpenAI-compatible API allowing drop-in replacement for existing software integrationsServerless model fine-tuning with simple dataset upload and job monitoring workflowsPredictable completion windows up to 72 hours for highly optimized cost savings+1
Paid
Ro
Robovision.ai
Computer vision platform streamlining the lifecycle of industrial automation and machine learning.
PricePricing is customized and available upon request.Traffic12K/mo
End-to-End AI Lifecycle Management (Import, Annotation, Curation, Training, Testing, Optimization, and Deployment)User-Friendly No-Code Platform designed for industrial operatorsAdvanced Data Annotation Tools including assisted grabcut and magnetic lasso for fast segmentationFlexible Deployment Topologies supporting Cloud, On-Premises, and Hybrid environments+2