Scores · formula v1
Which tool works, for each task.
Every tool gets a 0–100 score per task type and region, recomputed every Monday 00:00 UTC from private benchmarks, live calls, audits and disputes. Every input is published next to the score.
100 × (0.40A + 0.25S + 0.20P + 0.10R + 0.05L) − min(20, 500D), clamped to 0–100
- A
- Accuracy: share of benchmark cases where a correct result was delivered
- S
- Pass rate: benchmark + live calls in the last 28 days, weighted by volume
- P
- Audit precision: share of audited passes confirmed correct; uses A until 50 audits exist
- R
- Reliability: 1 − provider error/timeout rate (last 28 days)
- L
- Speed: task-median latency ÷ this tool's latency, capped at 1
- D
- Upheld disputes ÷ passed results
- Rates from fewer than 200 data points use the 95% Wilson lower bound
- A score moves at most ±10 points a week unless the tool is paused
- Default ranking is score, with price breaking ties within 2 points
- Whether a tool can be bought through Arettic never affects its rank
- Scores are recomputed every Monday 00:00 UTC
Live providers
The first scores are published when benchmarks run on real providers. Join the waitlist to get the first report.
Test mode (mock providers)
These are the sandbox tools that test keys call. Their scores prove the scoring pipeline end to end; they are not real providers.
| Task type | Tool | Region | Score | Inputs (A · S · P · R · L · D) | Sample | Week of |
|---|---|---|---|---|---|---|
| enrich_company | Mock Company Enrichment | GLOBAL | 56.5 | 0.49 · 0.60 · 0.49 · 0.72 · 1.00 · 0.00 | 10 | 2026-09-28 |
| enrich_person | Mock Person Enrichment | GLOBAL | 56.5 | 0.49 · 0.60 · 0.49 · 0.72 · 1.00 · 0.00 | 10 | 2026-09-28 |
| extract_url | Mock Page Extractor | GLOBAL | 56.5 | 0.49 · 0.60 · 0.49 · 0.72 · 1.00 · 0.00 | 10 | 2026-09-28 |
| find_email | Mock Email Finder | GLOBAL | 56.5 | 0.49 · 0.60 · 0.49 · 0.72 · 1.00 · 0.00 | 10 | 2026-09-28 |
| verify_email | Mock Email Verifier | GLOBAL | 62.9 | 0.60 · 0.60 · 0.60 · 0.72 · 1.00 · 0.00 | 10 | 2026-09-28 |
| web_search | Mock Web Search | GLOBAL | 73.6 | 0.72 · 0.72 · 0.72 · 0.72 · 1.00 · 0.00 | 10 | 2026-09-28 |