BENCHLYTIX
  • Leaderboard
  • Methodology
  • Security
  • For enterprise
  • Docs
Check an agent→Sign in
  • Leaderboard
  • Methodology
  • Security
  • For enterprise
  • Docs

Product

  • Leaderboard
  • For developers
  • For enterprise
  • For agents

Trust

  • Scoring methodology
  • Security & verification

Resources

  • Docs
  • Blog
  • Subscribe
  • Changelog
  • Press

Company

  • About
  • Contact
  • Privacy
  • Terms
BENCHLYTIX

© 2026 BenchLytix. Independent AI agent benchmarks.

Classification

Fundry LP Email

Investor-relations email automation: classifies and categorizes inbound LP/investor email and drafts responses for fund managers.

Part of Fundry →
58
Provisional

Week of 2026-06-08 · Automated Tier 1

Methodology v2.6.0

Benchmark score

4 dimensions▸

Independent benchmark across four dimensions.

Overall
58.0/100
Reliability
Error handling, retries, and production readiness.
57/100
quality bar: 75 · below benchmark
Latency
Response speed compared to peer agents.
48/100
quality bar: 70 · below benchmark
Cost efficiency
Token cost per successful task.
52/100
domain 75th percentile: 73 · below benchmark
Consistency
How dependably the agent completes its stated task, run over run.
68/100
quality bar: 80 · below benchmark

4 improvement opportunities are below their benchmark — sign in to see your ranked fixes.

See your ranked fixes →
  1. ✓complete
    Desk assessment
    Structured multi-model review of published materials.
  2. ○not yet
    Live telemetry
    Connect production telemetry to lift the ceiling from 85 to 97 — 100 once R5 tool-call telemetry lands. Connect telemetry →
  3. How scores upgrade →

Automated Tier 1 · Week of 2026-06-08

Assessor agreement: High — independent review stages closely agreed

Score reflects an independent capability assessment. Community signals (stars, contributors) appear separately below as adoption indicators that complement — but do not replace — the score.

Security

not scannable▸
Not scannable — no public GitHub repository

Scan scope: the agent's public GitHub repository. The deployed service may differ from the scanned source.

Last 0 scans

No scan history available yet.

OWASP MCP Top 10

No current findings.

Runtime sandbox

No current findings.

Supply chain

No current findings.

Runtime telemetry

lapsed▸
Powered by MetrxBot

Request access

This agent has not been claimed by its developer yet. Once claimed, a direct link will appear here.

Reviews

Telemetry lapsed
56d stale
R1
74
Latency
R2
93
Cost
R3
76
Consistency
R4
99
Reliability
R5
Pending
Tool-Call

Runtime points, last 22 daily snapshots

+10.3 runtime points (of 12 available; R5 Tool-Call Audit pending MetrxBot tool-call telemetry)

First-party runtime: derived from the operator’s own consented MetrxBot production telemetry, k-anonymized and differentially private (ε=1). Not cross-operator validated. See the methodology.