EleutherAI/gpt-neox
First human reply
19.5 days
typical wait for an outside pull request, from 14 measured.
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
Outside pull requests to EleutherAI/gpt-neox got a first human reply in a median of 19.5 days (14 pull requests, 25 April to 22 October 2026); 74% got none within 14 days. It ranks 3,922 of 4,044 overall. For first-time contributors it ranks 1,872 of 1,904 (the bottom 2%).
| Rank | 3,922 of 4,044 |
|---|---|
| Score | 34.19 |
| Tier | D |
| Median first reply | 19.5 days (468.3 hours) |
| 14-day no-reply share | 74% |
| First-timer rank | 1,872 of 1,904 |
| Ecosystem | Python |
| Window | 25 April to 22 October 2026 |
Composite
- Rank
- 3,922 of 4,044
- Score
- 34.19
- Tier
- D
- Coverage
- 68% · Ceiling B
- Quadrant
- Graveyard
Coordinates: leverage 35.5 (coverage 61%), friction 68.7 (coverage 74%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 24.2 | 75% |
| Criticality | 32.0 | 35% |
| Governance | 31.9 | 65% |
| Rigor | 43.8 | 100% |
| Accessibility | 47.9 | 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. | Not shown: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 74.1% | 0.0 | 27 | 27 April to 24 October 2026 | primaryraw/pr_window/EleutherAI__gpt-neox.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 71.4% | 89.3 | 7 | — | primaryraw/author_history/EleutherAI__gpt-neox.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 468.3 hours (19.5 days) | 0.0 | 14 | 25 April to 22 October 2026 | primaryraw/pr_window/EleutherAI__gpt-neox.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 2055.3 hours (85.6 days) | 3.0 | 12 | 25 April to 22 October 2026 | primaryraw/pr_window/EleutherAI__gpt-neox.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | Not shown: Third-party data unavailable | ||||
| Monthly DownloadsDownloads from the package registry in a month. | Not shown: Third-party data unavailable | ||||
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.3196 | 32.0 | — | — | proxy:no_dependents_signalraw/github_meta/EleutherAI__gpt-neox.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | Not shown: Insufficient sample size | ||||
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Company CLA | 25.0 | — | — | primaryraw/governance/EleutherAI__gpt-neox.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/EleutherAI__gpt-neox.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/EleutherAI__gpt-neox.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 52.7619 | 52.8 | 14 | — | proxy:review_ciraw/pr_window/EleutherAI__gpt-neox.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 28.6% | 35.7 | 14 | 25 April to 22 October 2026 | primaryraw/pr_window/EleutherAI__gpt-neox.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 85 | 85.0 | 30 | — | primaryraw/actions_runs/EleutherAI__gpt-neox.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 40.0% | 80.0 | 5 | — | primaryraw/author_history/EleutherAI__gpt-neox.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/EleutherAI__gpt-neox.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 | 3,922 of 4,044 | 34.19 | D | Rated |
| First-timer | 1,872 of 1,904 | 35.22 | D | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 979 of 986 | 33.96 | D | Rated |
| AI-assisted | 3,888 of 4,002 | 36.15 | D | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 0108235a4824a642c682f00a0be0496bb00237bd65d8bfa63eb92d89cf1043e8
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/f1.json, under the key EleutherAI/gpt-neox.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). EleutherAI/gpt-neox. Snapshot 2026-11-05. https://porchlamp.org/projects/eleutherai/gpt-neox/. CC BY 4.0.
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