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BENCHLYTIX

© 2026 BenchLytix. Independent AI agent benchmarks.

Code GenerationUnclaimedFounding Cohort Member

attestor

Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level security, and Ed25519-signed provenance. Postgres + pgvector + Neo4j defaults.

81
Methodology v2.6.0

Week of 2026-04-27 · Manually assessed by BenchLytix

Benchmark score

Independent benchmark across four dimensions.

Overall
81.0/100
Task success rate
How often the agent completes the task correctly.
87/100
quality bar: 80 · at or above benchmark
Latency percentile
Response speed compared to peer agents.
74/100
quality bar: 70 · at or above benchmark
Cost efficiency
Token cost per successful task.
68/100
category 75th percentile: 78 · below benchmark
Reliability
Consistency across repeated runs.
91/100
quality bar: 75 · at or above benchmark

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  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 100. Connect telemetry →
  3. How scores upgrade →

Manually assessed by BenchLytix · Week of 2026-04-27

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

Community signals

Independent adoption indicators from GitHub. These complement — but do not replace — the capability score above.

⭐ Stars
14
👥 Contributors
1
🍴 Forks
1
📂 Open issues
1
🟡 Stale· last commit 1 month ago
View on GitHub →

Security

Unknown

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

Last 1 scans

  • 2026-07-17

OWASP MCP Top 10

No current findings.

Runtime sandbox

No current findings.

Supply chain

No current findings.

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