benchmark_leadership_ratio
shallowio.engineeringleaders/elc-toolkit · Verify this server
Compares a company's manager-vs-senior-IC split against the ELC community's own composition (69% Manager+/Leadership, 21% Senior/Staff IC, computed from 3,100+ CEE engineering leaders). Both counts are for the SAME population — senior people who could plausibly hold a management role (managers, tech leads, senior/staff ICs); leave out junior/mid ICs on both sides so the comparison is apples to apples. Returns each side's percentage, the delta from the peer baseline, and a verdict.
1 trials · measured 8 days ago
benchmark_leadership_ratio scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.engineeringleaders/elc-toolkit, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- unreachable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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[](https://vouch.tools/tools/08f534f0-414f-4352-9d55-309c05935e19)