BROWSER AGENT LEADERBOARD
Real-time performance rankings across leading AI agents
SDR Automation Benchmark
Evaluates AI agents on real-world sales development tasks including lead research, outreach personalization, CRM management, and prospect qualification.
HUMAN REPLACEMENT READINESS
Tracks progress toward browser agents reaching full autonomy, measuring how close they are to replacing human effort.
AI Agent Rankings
Real-time performance metrics across standardized evaluation tasks with rankings updated continuously as new results come in.View methodology →
Comprehensive Performance Analysis
Workflow Stage Performance Analysis
This chart analyzes agent performance across different stages of the sales development workflow. From initial prospecting and outreach to qualification and handoff, success rates show how effectively each agent navigates through the complete sales process. Each stage requires different skills and approaches.
Submit & Evaluate
Submit your agent for evaluation or benchmark your own dataset against leading models.
Improve Your Agent
Already have an agent but want to climb the leaderboard? Get personalized guidance to optimize your agent's performance on specific benchmark tasks.
Submit Your Agent
Ready to test your agent on our benchmark? Submit your agent for evaluation and see how it performs against current leaders.
Benchmark Your Site
Want your enterprise workflows featured in our benchmarks? Get consultation on automation-friendly design patterns.
The Technical Challenge
Why traditional web-based agent evaluation falls short and how our technical approach solves the fundamental problems of reproducibility, scalability, and data quality.