AI Agent Evaluation

Test AI Agents
Like You Test Humans

AgentFit is RecruitBase's proprietary framework for evaluating AI agents using the same rigorous, structured methodology you use to hire humans. Run simulations, collect feedback, score objectively, and make confident deployment decisions.

How AgentFit Works

01

Define Evaluation Scenarios

Create realistic scenarios that mirror your actual use cases. Define success criteria, edge cases, and performance benchmarks. Use our pre-built scenario templates or create custom ones tailored to your domain.

Pre-built templates for common agent types
Parameterized test cases
Multi-dimension scoring rubrics
Scenario Matrix
02

Run Automated Simulations

AgentFit executes your scenarios against candidate agents in parallel. Our self-hosted evaluation engine runs on your infrastructure for data privacy. Get detailed execution logs, response times, and error analysis.

Parallel execution across multiple agents
Self-hosted eval engine or cloud
Real-time execution monitoring
03

Objective Scoring & Comparison

Each agent receives standardized scores across multiple dimensions. Compare agents side-by-side, identify strengths and weaknesses, and track performance trends over time with our cloud intelligence layer.

Multi-dimension scoring matrices
Agent vs agent comparison
Historical performance tracking

Enterprise Architecture

Self-Hosted Evaluation Engine

Deploy our open-source evaluation framework on your infrastructure for complete data privacy and control.

  • • Docker containers
  • • Kubernetes-ready
  • • Full source code access
  • • No data leaves your network

Cloud Intelligence Layer

Optional cloud services for advanced analytics, benchmarking, and trend analysis across your evaluations.

  • • Analytics dashboard
  • • Benchmark comparison
  • • Trend detection
  • • Team collaboration

Integration Framework

Connect AgentFit to your existing tools and workflows. SDKs and APIs for seamless integration.

  • • REST API
  • • Python/Node SDKs
  • • LangChain integration
  • • Custom extensions

Perfect For

AI Product Teams

Evaluate LLM agents before shipping to production. Compare model architectures, fine-tuned variants, and prompt engineering approaches.

Enterprise AI

Test custom agents for internal automation, customer service, and knowledge work. Ensure quality and compliance at scale.

AI Startups

Benchmark your agents against competitors. Demonstrate performance to investors and customers with objective metrics.

Hiring Teams

Use AgentFit to evaluate AI agents as candidates. Test coding agents, analysis agents, and decision-making frameworks.

Ready to Evaluate AI Agents?

AgentFit is currently in private beta. Join the waitlist to get early access to our AI agent evaluation framework.