tortoise/tortoise-orm
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to tortoise/tortoise-orm got a first human reply in a median of 2.2 days (79 pull requests, 19 April to 16 October 2026); 51% got none within 14 days. It ranks 1,045 of 3,219 overall. For first-time contributors it ranks 968 of 1,525 (the bottom 37%).
| Rank | 1,045 of 3,219 |
|---|---|
| Score | 54.95 |
| Tier | C |
| Median first reply | 2.2 days (51.8 hours) |
| 14-day no-reply share | 51% |
| First-timer rank | 968 of 1,525 |
| Ecosystem | Python |
| Window | 19 April to 16 October 2026 |
Composite
- Rank
- 1,045 of 3,219
- Score
- 54.95
- Tier
- C
- Coverage
- 100% · Full
- Quadrant
- Sweet Spot
Coordinates: leverage 57.3 (coverage 100%), friction 45.9 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 46.1 | 100% |
| Criticality | 57.6 | 100% |
| Governance | 68.0 | 100% |
| Rigor | 49.7 | 100% |
| Accessibility | 53.0 | 100% |
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. | 38.2% | 47.8 | 34 | 19 April to 18 July 2026 | primaryraw/pr_window/tortoise__tortoise-orm.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 50.8% | 0.0 | 61 | 20 April to 17 October 2026 | primaryraw/pr_window/tortoise__tortoise-orm.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 77.4% | 96.8 | 31 | — | primaryraw/author_history/tortoise__tortoise-orm.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 51.8 hours (2.2 days) | 47.3 | 79 | 19 April to 16 October 2026 | primaryraw/pr_window/tortoise__tortoise-orm.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 1364.0 hours (56.8 days) | 6.5 | 51 | 19 April to 16 October 2026 | primaryraw/pr_window/tortoise__tortoise-orm.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 66 | 69.8 | — | — | primaryraw/dependents/tortoise__tortoise-orm.json |
| Monthly DownloadsDownloads from the package registry in a month. | 477,912 downloads a month | 55.5 | — | — | primaryraw/downloads/pypi__tortoise-orm.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4527 | 45.3 | — | — | primaryraw/github_meta/tortoise__tortoise-orm.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 3 | 75.0 | 119 | — | primaryraw/commits_365d/tortoise__tortoise-orm.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/tortoise__tortoise-orm.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/tortoise__tortoise-orm.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/tortoise__tortoise-orm.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 72.5 | 72.5 | — | — | primaryraw/scorecard/tortoise__tortoise-orm.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 23.1% | 28.9 | 65 | 19 April to 16 October 2026 | primaryraw/pr_window/tortoise__tortoise-orm.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 50 | 50.0 | 30 | — | primaryraw/actions_runs/tortoise__tortoise-orm.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 46.7% | 93.3 | 15 | — | primaryraw/author_history/tortoise__tortoise-orm.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/tortoise__tortoise-orm.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 42.9% | 85.7 | 7 | — | primaryraw/author_history/tortoise__tortoise-orm.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,045 of 3,219 | 54.95 | C | Rated |
| First-timer | 968 of 1,525 | 52.99 | C | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 528 of 1,276 | 56.68 | B | Rated |
| AI-assisted | 1,358 of 3,696 | 53.64 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 3ffdf020ed54f6d7c2fdc6e2d8969bbd3b5e77de7c061bfdeca5b2bef6b2d213
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/3c.json, under the key tortoise/tortoise-orm.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). tortoise/tortoise-orm. Snapshot 2026-10-17. https://porchlamp.org/projects/tortoise/tortoise-orm/. CC BY 4.0.
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