RapidAI/RapidOCR
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
For RapidAI/RapidOCR, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 0% of 10 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 916 of 3,219 overall. For first-time contributors it ranks 529 of 1,525 (the top 35%).
| Rank | 916 of 3,219 |
|---|---|
| Score | 56.01 |
| Tier | B |
| Median first reply | — |
| 14-day no-reply share | 0% |
| First-timer rank | 529 of 1,525 |
| Ecosystem | Python |
| Window | 20 April to 17 October 2026 |
Composite
- Rank
- 916 of 3,219
- Score
- 56.01
- Tier
- B
- Coverage
- 82% · Ceiling A
- Quadrant
- Nursery
Coordinates: leverage 43.9 (coverage 100%), friction 31.8 (coverage 67%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 86.0 | 45% |
| Criticality | 54.2 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 22.3 | 100% |
| Accessibility | 50.0 | 70% |
The measured parameters
Responsiveness
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days. | Not shown: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 0.0% | 100.0 | 10 | 20 April to 17 October 2026 | primaryraw/pr_window/RapidAI__RapidOCR.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 66.7% | 83.3 | 6 | — | primaryraw/author_history/RapidAI__RapidOCR.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | Not shown: Insufficient sample size | ||||
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 168.9 hours (7 days) | 70.5 | 10 | 18 April to 15 October 2026 | primaryraw/pr_window/RapidAI__RapidOCR.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 19 | 56.7 | — | — | primaryraw/dependents/RapidAI__RapidOCR.json |
| Monthly DownloadsDownloads from the package registry in a month. | 2.5 million downloads a month | 69.0 | — | — | primaryraw/downloads/pypi__RapidOCR.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4085 | 40.8 | — | — | primaryraw/github_meta/RapidAI__RapidOCR.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 1 | 25.0 | 125 | — | primaryraw/commits_365d/RapidAI__RapidOCR.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | No CLA or sign-off found | 85.0 | — | — | primaryraw/governance/RapidAI__RapidOCR.json |
| Promotion LadderHow openly a contributor can become a maintainer, from closed to verified. | No written path to becoming a maintainer | 40.0 | — | — | primaryraw/governance/RapidAI__RapidOCR.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | No written AI policy | 40.0 | — | — | primaryraw/governance/RapidAI__RapidOCR.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 18 | 18.0 | — | — | primaryraw/scorecard/RapidAI__RapidOCR.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 8.3% | 10.4 | 12 | 18 April to 15 October 2026 | primaryraw/pr_window/RapidAI__RapidOCR.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | Not shown: Insufficient sample size | ||||
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 60.0% | 100.0 | 5 | — | primaryraw/author_history/RapidAI__RapidOCR.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/RapidAI__RapidOCR.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | Not shown: Insufficient sample size | ||||
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 916 of 3,219 | 56.01 | B | Rated |
| First-timer | 529 of 1,525 | 60.34 | B (capped) | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 2,090 of 3,696 | 48.44 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- a826aa78a9a77d5f7c8e4fea9d354db01e5bf100bbf85d43915380b0f7417fe2
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/c1.json, under the key RapidAI/RapidOCR.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). RapidAI/RapidOCR. Snapshot 2026-10-17. https://porchlamp.org/projects/rapidai/rapidocr/. CC BY 4.0.
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