BizDNAi Metrics Community
Federated, anonymous, opt-in. What models actually win in the wild.
opt-in no email revocable no proprietary code no leaderboard
Community Dashboard
F3 · updates every 5 minutes · server-side cache 5 min
Total Events—
Unique Submitters—
Unique Models—
Task Types—
Events per day · community
Best model per task type · top 1 by success rate
Model Comparison · which model wins in the community
| Model | Events | Success Rate | Avg Duration (s) | Avg Cost (USD) |
|---|
Waiting for the first contributor to share anonymous metrics. The dashboard will populate automatically as soon as data arrives.
How to participate
Three steps. Default OFF until you flip it.
- Get a token. Click the button below. One token per IP per hour. The plaintext token is shown exactly once — we only store its SHA-256 hash.
- Install mcp-metrics. github.com/Kabzhanov/metrics — open-source MCP-сервер для метрик AI-агентов.
- Opt-in share. Add the snippet to
~/.config/mcp-metrics/config.yamland setshare.enabled: true. Your local daemon ships anonymous batches everyinterval_hours.
Get your token
Save this token now
We will never show it again. If you lose it, revoke it and request a new one.
Install in mcp-metrics
Add to ~/.config/mcp-metrics/config.yaml:
Revoke later
If you want to stop contributing, just hit this endpoint with your token:
curl -X DELETE "https://bizdnai.com/metrics/api_central.php?token=<paste-here>"
Revocation is idempotent — subsequent submissions return {"error":"invalid_token"} and are dropped.
Privacy & control
What we collect. What we don't. How to delete.
What we collect — and what we don't
| Field | Shared? | Why |
|---|---|---|
model | yes | core signal |
task_type | yes | core signal |
started_at_day (rounded to day) | yes | aggregation period |
duration_sec | yes | core signal |
cost_usd | yes | core signal |
status (success/failed/interrupted) | yes | core signal |
hashed_opaque_id | yes | SHA-256 prefix — correlates events within one batch but cannot be reversed |
files_changed_count | optional | off by default; count only, no paths |
tokens_in / tokens_out | no | not collected |
project_id / repo | no | would identify you |
file_paths / commands / prompts | no | proprietary code — never |
user_task (description) / raw task_id | no | would identify you |
How to delete your data
- Revoke your token —
DELETE /metrics/api_central.php?token=<your-token>. Stops future submissions from being accepted. - Full DSAR — not yet available. Roadmap: per-token bulk delete. For now, revoke + ask ceo@bizdnai.com for cleanup of historical rows.
- Anti-poisoning — server-side whitelist (
ALLOWED_MODEL_PREFIXES) drops models outside the trusted-producer list before insert. - Rate limit — 100 submissions / hour / token. Anti-abuse.