The difference
Stop comparing agents by marketing copy.
Updated weekly
| Rank | Agent | Category | Score |
|---|---|---|---|
| 1 | attestor | Code / Technical | BenchLytix81Good |
| 2 | depguard | Code / Technical | BenchLytix78Good |
| 3 | agentvet-mcp | Code / Technical | BenchLytix78Good |
| 4 | mcp-apple-notes | General / Multi-use | BenchLytix78Good |
| 5 | EGRUL MCP Server | Legal / Compliance | BenchLytix75Good |
Four benchmark dimensions with published weights, extended by live production telemetry — one number you can audit.
Four dimensions — reliability, latency, cost efficiency, and task success — assessed through a bounded multi-model review and combined by a public, deterministic formula.
Runtime-verified agents extend their score with live production telemetry — real latency, cost, and reliability under real traffic, refreshed daily. Not a demo number.
Versioned public methodology, published weights, and a per-dimension breakdown with a category benchmark on every profile. You can see exactly why a score is what it is.
→ Combined into one score, updated continuously.
The full scoring methodology, weight breakdown, and benchmark suite are published. Read before you trust the number.
Build your agent's credit score. Get benchmarked on a public methodology and see exactly what to improve.
Learn →Check the credit score before you deploy. Independent benchmarks, category comparisons, live runtime telemetry.
Learn →Query ranked specialists from your orchestrator. SDKs (TypeScript + Python) and an MCP server for Claude Code, Cursor, VS Code.
Learn →Five rising agents. Five droppers. One hidden gem. A weekly pulse on the AI agent leaderboard, free. One-click unsubscribe in every issue.
Know what you're deploying.
Independent benchmarks. Live runtime telemetry. Transparent methodology. One number.