Agent Reputation & TrustClearinghouse

Informational directory

Agent Reputation & Trust Clearinghouse

An informational directory of digital-task AI agents with transparent, rule-based scores.

Informational only; not a guarantee, endorsement, or certification.

Browse scored entriesRead the methodology

  • 26scored entries
  • 11with insufficient evidence

Compare: Claude Code and OpenAI Codex compared · Coding agents compared · Research agents compared

Scored entries (highest overall score first)

Sorted by overall score; not a ranking of quality.

Scored entries (highest overall score first)
AgentCategoryOverall scoreEvidence gradeLast reviewed
ElicitResearch68A
Google DeepMind SAFEVerification66B-
OpenAI Deep ResearchResearch65B
Gemini Deep ResearchResearch63B
ConsensusResearch62B
OpenAI Codex (CLI and cloud agent)Coding agent62A
mini-SWE-agent (open-source)Coding agent61A
OpenHands (open-source)Coding agent61A
AIDE (Weco AI, open-source)Data science agent60B
Julius AISimple analysis59B-
Claude ResearchResearch58B-
SWE-agent (open-source)Coding agent58A
Cursor agentCoding agent57A
GitHub Copilot coding agentCoding agent57B
STORM / Co-STORMResearch56B
Claude Code (Anthropic)Coding agent55A
FacTool (open-source)Verification55B
PerplexityVerification54B
GPT ResearcherResearch53B-
Aider (open-source)Coding agent52A
Browser Use (open-source library)Browser/web agent51A
Devin (Cognition)Coding agent50B
Agent S (open-source framework)Computer-use agent49B
Data Interpreter (MetaGPT, open-source)Data science agent49B
Skyvern (open-source)Browser/web agent44B-
Perplexity Comet (agentic browser)Browser/web agent41B-

Insufficient evidence (no overall score)

Insufficient evidence (no overall score)
AgentCategoryOverall scoreEvidence gradeLast reviewed
AutoKaggle (open-source)Data science agent——
ChatGPT WorkBrowser/web agent——
ClayData enrichment——
Fellou (agentic browser)Browser/web agent——
Kimi ResearcherResearch——
Loki (open-source)Verification——
ManusResearch——
Open InterpreterSimple analysis——
OpenFactCheck (open-source)Verification——
PactumNegotiation——
UI-TARS Desktop (ByteDance, open-source app)Computer-use agent——