OpenBB-finance/OpenBB
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to OpenBB-finance/OpenBB got a first human reply in a median of 30.6 hours (60 pull requests, 17 April to 14 October 2026); 33% got none within 14 days. It ranks 1,599 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 | 1,599 of 3,219 |
|---|---|
| Score | 50.52 |
| Tier | C |
| Median first reply | 30.6 hours |
| 14-day no-reply share | 33% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 17 April to 14 October 2026 |
Composite
- Rank
- 1,599 of 3,219
- Score
- 50.52
- Tier
- C
- Coverage
- 98% · Full
- Quadrant
- Nursery
Coordinates: leverage 48.7 (coverage 100%), friction 47.1 (coverage 97%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 57.5 | 100% |
| Criticality | 52.6 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 40.9 | 100% |
| Accessibility | 45.1 | 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. | 80.7% | 100.0 | 31 | 17 April to 16 July 2026 | primaryraw/pr_window/OpenBB-finance__OpenBB.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 33.3% | 33.3 | 72 | 20 April to 17 October 2026 | primaryraw/pr_window/OpenBB-finance__OpenBB.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 28.6% | 35.7 | 49 | — | primaryraw/author_history/OpenBB-finance__OpenBB.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 30.6 hours (1.3 days) | 66.2 | 60 | 17 April to 14 October 2026 | primaryraw/pr_window/OpenBB-finance__OpenBB.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 1502.9 hours (62.6 days) | 4.6 | 12 | 17 April to 14 October 2026 | primaryraw/pr_window/OpenBB-finance__OpenBB.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 52 | 67.3 | — | — | primaryraw/dependents/OpenBB-finance__OpenBB.json |
| Monthly DownloadsDownloads from the package registry in a month. | 109,956 downloads a month | 45.6 | — | — | primaryraw/downloads/pypi__OpenBB.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4084 | 40.8 | — | — | primaryraw/github_meta/OpenBB-finance__OpenBB.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 | 127 | — | primaryraw/commits_365d/OpenBB-finance__OpenBB.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/OpenBB-finance__OpenBB.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/OpenBB-finance__OpenBB.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/OpenBB-finance__OpenBB.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 68.6667 | 68.7 | 136 | — | proxy:review_ciraw/pr_window/OpenBB-finance__OpenBB.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 3.9% | 4.9 | 102 | 17 April to 14 October 2026 | primaryraw/pr_window/OpenBB-finance__OpenBB.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. | 33.3% | 66.7 | 18 | — | primaryraw/author_history/OpenBB-finance__OpenBB.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/OpenBB-finance__OpenBB.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 66.7% | 100.0 | 6 | — | primaryraw/author_history/OpenBB-finance__OpenBB.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,599 of 3,219 | 50.52 | C | 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 | 2,097 of 3,696 | 48.42 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- f9bd6c0f1510fe821be2bff4ae46c2a86858c7dd71da5028c6a99224fb17cbd3
closed_unread
The full record is in data/2026-10-17/repos/b8.json, under the key OpenBB-finance/OpenBB.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). OpenBB-finance/OpenBB. Snapshot 2026-10-17. https://porchlamp.org/projects/openbb-finance/openbb/. CC BY 4.0.
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