Coverage & reconciliation
Every number, and the rule behind it
The site publishes several counts because they answer different questions. Dataset 851 is the benchmark census (as of 2026-10-30); the report catalogue is smaller, and headline totals exclude rows the source flags as stale. Same data, different filters — not different truths.
| Scope | Count | 30-day revenue |
|---|---|---|
Revenue Dataset (benchmark census) The 851-product census behind /benchmarks; not a report count. | 851 | — |
Report specs collected Reference report layouts we hold locally, published or not. | 742 | — |
Published report pages status = published. | 738 | — |
Report cards with a screenshot (LISTABLE) Published + has a screenshot. This is what /library lists. | 738 | $14.62M |
Excluded: revenue flagged stale The source marks the revenue figure stale; the page stays, the number leaves the totals. | 90 | $2.56M |
Counted population (headline totals) LISTABLE minus stale rows. Homepage totals, rankings and this page use it. | 648 | $12.06M |
Cards with non-zero MRR MRR > 0 across every stored row (not restricted to the counted set). | 597 | — |
Cards with a 30-day revenue figure revenue_last30d is not null. | 716 | — |
By business model
- Subscription88 · $4.69M
- (unlabelled)534 · $2.33M
- Marketplace Fee9 · $1.41M
- Managed Service2 · $975,043
- Hybrid2 · $904,675
- Transaction Fee1 · $681,454
- Usage-based4 · $653,774
- Freemium8 · $417,783
Needs review
56 cards where 30-day revenue and MRR differ by 10× or more. The figures can both be right (a one-off charge, an annual prepayment), but they should not be quoted as a run-rate without checking.
- MyPlots$681,454 / $0 = 22715133.3×
- GPTProto$122,943 / $10 = 12418.5×
- FundlyHub$10,006 / $2 = 5003.0×
- Linkos$2,314 / $2 = 1028.4×
- Vignette ID$28,066 / $42 = 664.6×
- Vidko$13,123 / $39 = 333.1×
- ScaleMove$2,347 / $9 = 249.2×
- Learn Farsi$1,258 / $6 = 223.8×
Growth methodology
- The growth rankings use the source-reported 30-day change: current 30-day MRR vs the previous 30 days. They are not a computed 7-day window, and a daily 7-day series is not published yet.
- Only cards whose base MRR clears a minimum threshold are ranked, so a tiny base cannot produce a 10,000% row.
- One-off charges are not excluded: a single large transaction can lift a marketplace or service row for a month. Rows where 30-day revenue and MRR disagree by 10× are flagged "Needs review" for that reason.
See also: Method · Same-model rankings · Data changelog