google/langextract
First human reply
38.9 days
typical wait for an outside pull request, from 12 measured.
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
Outside pull requests to google/langextract got a first human reply in a median of 38.9 days (12 pull requests, 21 April to 18 October 2026); 94% got none within 14 days. It ranks 4,024 of 4,044 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.
| Rank | 4,024 of 4,044 |
|---|---|
| Score | 27.08 |
| Tier | D |
| Median first reply | 38.9 days (932.7 hours) |
| 14-day no-reply share | 94% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 21 April to 18 October 2026 |
Composite
- Rank
- 4,024 of 4,044
- Score
- 27.08
- Tier
- D
- Coverage
- 92% · Full
- Quadrant
- Graveyard
Coordinates: leverage 38.2 (coverage 100%), friction 83.8 (coverage 85%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 3.8 | 75% |
| Criticality | 31.8 | 100% |
| Governance | 29.5 | 100% |
| Rigor | 54.5 | 100% |
| Accessibility | 27.3 | 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. | Not shown: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 93.5% | 0.0 | 31 | 27 April to 24 October 2026 | primaryraw/pr_window/google__langextract.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 11.3% | 14.1 | 53 | — | primaryraw/author_history/google__langextract.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 932.7 hours (38.9 days) | 0.0 | 12 | 21 April to 18 October 2026 | primaryraw/pr_window/google__langextract.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 4031.4 hours (168 days) | 0.1 | 7 | 21 April to 18 October 2026 | primaryraw/pr_window/google__langextract.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 0 | 19.2 | — | — | primaryraw/dependents/google__langextract.json |
| Monthly DownloadsDownloads from the package registry in a month. | 359,295 downloads a month | 51.8 | — | — | primaryraw/downloads/pypi__langextract.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.32 | 32.0 | — | — | primaryraw/github_meta/google__langextract.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 | 82 | — | primaryraw/commits_365d/google__langextract.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Company CLA | 25.0 | — | — | primaryraw/governance/google__langextract.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/google__langextract.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/google__langextract.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 40.0303 | 40.0 | 44 | — | proxy:review_ciraw/pr_window/google__langextract.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 70.6% | 88.2 | 17 | 21 April to 18 October 2026 | primaryraw/pr_window/google__langextract.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 100 | 100.0 | 30 | — | primaryraw/actions_runs/google__langextract.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 11.8% | 23.5 | 17 | — | primaryraw/author_history/google__langextract.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/google__langextract.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 | 4,024 of 4,044 | 27.08 | D | Rated |
| First-timer | This repository does not show a low enough barrier for a first-time contributor. | |||
| 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 | 3,946 of 4,002 | 33.35 | D | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 4c80db0b4dfa0512b75121748d6285a56692493f889afb59f0a0fb62693a437e
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/34.json, under the key google/langextract.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). google/langextract. Snapshot 2026-11-05. https://porchlamp.org/projects/google/langextract/. CC BY 4.0.
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