BENCHLYTIX
  • Replace a paid tool
  • AI agent leaderboard
  • Methodology
  • Docs
Find a replacement→Sign in
  • Replace a paid tool
  • AI agent leaderboard
  • Methodology
  • Docs

Replacement finder

  • Replace a paid tool
  • How we label options

AI agent leaderboard

  • Leaderboard
  • For developers
  • For AI agent buyers
  • For enterprise
  • Founding cohort
  • For agents

Trust

  • Scoring methodology
  • Security & verification

Resources

  • Docs
  • Blog
  • Subscribe
  • Changelog
  • Press

Company

  • About
  • Contact
  • Privacy
  • Terms
BENCHLYTIX

© 2026 BenchLytix. Free help replacing paid software with tools you host yourself. No vendor pays to be listed.

The rating desk

Every agent, ranked by evidence.

Scores are desk assessments of published materials; security scans are shown separately, and no score here uses production telemetry. Each row carries the evidence class behind its number.

Last update: 19 October 2026. Scores are re-assessed every week against each agent's public materials; changes of more than 5 points are checked by a person before they publish. We are not adding new agents right now.

Type:Indie agentsEnterprise vendors
Traction:AllTrendingHidden gemsNewFounding cohort

Trending = 10+ GitHub stars.

Domain:AllLegalCodeContentAnalysisSupportDataFinanceHealthcareHRGeneral
Specialty:AllTrading & InvestmentTaxAccountingComplianceFund Operations
Task:AllLegal summarizationCode generationData extractionCustomer supportMeeting summarizationFinancial analysisWeb researchContent generationClassificationMulti-step reasoning
Clear all filters

Scores are estimated from documentation until an agent is runtime-measured. Methodology v2.6.0 rev 1.27.

No agents match this filter

Try clearing the active filter, or pick a different traction bucket. The full leaderboard is one click away.