microsoft/playwright-python
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to microsoft/playwright-python got a first human reply in a median of 31.2 hours (99 pull requests, 10 April to 7 October 2026); 24% got none within 14 days. It ranks 1,231 of 3,219 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.
| Rank | 1,231 of 3,219 |
|---|---|
| Score | 53.43 |
| Tier | C |
| Median first reply | 31.2 hours |
| 14-day no-reply share | 24% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 10 April to 7 October 2026 |
Composite
- Rank
- 1,231 of 3,219
- Score
- 53.43
- Tier
- C
- Coverage
- 98% · Full
- Quadrant
- Crucible
Coordinates: leverage 64.3 (coverage 100%), friction 55.4 (coverage 97%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 59.2 | 100% |
| Criticality | 73.7 | 100% |
| Governance | 38.3 | 100% |
| Rigor | 65.9 | 100% |
| Accessibility | 17.9 | 85% |
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. | 100.0% | 100.0 | 18 | 10 April to 9 July 2026 | primaryraw/pr_window/microsoft__playwright-python.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 23.6% | 52.7 | 55 | 20 April to 17 October 2026 | primaryraw/pr_window/microsoft__playwright-python.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 18.2% | 22.7 | 11 | — | primaryraw/author_history/microsoft__playwright-python.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 31.2 hours (1.3 days) | 65.6 | 99 | 10 April to 7 October 2026 | primaryraw/pr_window/microsoft__playwright-python.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 782.5 hours (32.6 days) | 20.4 | 79 | 10 April to 7 October 2026 | primaryraw/pr_window/microsoft__playwright-python.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 547 | 88.2 | — | — | primaryraw/dependents/microsoft__playwright-python.json |
| Monthly DownloadsDownloads from the package registry in a month. | 97.0 million downloads a month | 92.6 | — | — | primaryraw/downloads/pypi__playwright-python.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4359 | 43.6 | — | — | primaryraw/github_meta/microsoft__playwright-python.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 2 | 50.0 | 69 | — | primaryraw/commits_365d/microsoft__playwright-python.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Company CLA | 25.0 | — | — | primaryraw/governance/microsoft__playwright-python.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/microsoft__playwright-python.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | Written AI policy | 95.0 | — | — | primaryraw/governance/microsoft__playwright-python.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 82.5 | 82.5 | — | — | primaryraw/scorecard/microsoft__playwright-python.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 11.8% | 14.7 | 119 | 10 April to 7 October 2026 | primaryraw/pr_window/microsoft__playwright-python.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 42.9792 | 43.0 | 30 | — | primaryraw/actions_runs/microsoft__playwright-python.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 12.5% | 25.0 | 8 | — | primaryraw/author_history/microsoft__playwright-python.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/microsoft__playwright-python.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 | 1,231 of 3,219 | 53.43 | C | Rated |
| First-timer | This repository does not show a low enough barrier for a first-time contributor. | |||
| Career capital | 564 of 798 | 53.53 | C | Rated |
| Senior systems | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 899 of 3,696 | 57.17 | B | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 1609cbf8e4c5ab99dce8d997ad8a33f4fa9256ed9906b5c46eedf9963e386add
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/6d.json, under the key microsoft/playwright-python.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). microsoft/playwright-python. Snapshot 2026-10-17. https://porchlamp.org/projects/microsoft/playwright-python/. CC BY 4.0.
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