airbytehq/airbyte - Open Source PR Review Scorecard

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

C-Rank Grade: B (Solid) - 46/100

External PR Merge Rate: 53%

Response Time: 5d

First Timer Success: 29%

Frequently Asked Questions

Is airbytehq/airbyte welcoming to first-time open-source contributors?

airbytehq/airbyte has a recorded first-timer success rate of 28.9%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in airbytehq/airbyte respond to incoming external pull requests in approximately 124.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 46.0 C-Rank™ score (B Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 46.0 places airbytehq/airbyte in the B tier.

What is the external contributor pull request merge rate for airbytehq/airbyte?

The external contributor pull request merge rate for airbytehq/airbyte is 53.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in airbytehq/airbyte?

airbytehq/airbyte does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

airbytehq
airbytehq/airbyteBSolid22.0k
GitHub
Back to Explorer
airbytehq

airbytehq/airbyte

21,953
BSolid(46/100)Python

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Compare
Jump to:
Response Velocity
5 days+
Standard maintainer review cycle

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
53.3%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
28.9%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
47 core
Highly collaborative maintainer core
Diagnostic Health HUD
53.3%
Merge Gauge
28.9%
1st-Timer
Community Vibe30/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for airbytehq/airbyte
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/airbytehq/airbyte)](https://getmerged.abhishekco.de/airbytehq/airbyte?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for airbytehq/airbyte.

View all good first issues directly on GitHub

Looking for more Python beginner tasks?Explore Python GFI

Contributor Community Vibe Feedback

Rate what actually matters after opening a pull request here.

Have you contributed to this repo?

Rate your first-hand PR experience (review speed, maintainer responsiveness, and onboarding ease) to help other contributors.

3 ratings required
Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for airbytehq/airbyte

When evaluating whether to contribute to airbytehq/airbyte, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of airbytehq/airbyte acknowledge new external contributions in approximately 5 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 53.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to airbytehq/airbyte

01

Is airbytehq/airbyte welcoming to first-time open-source contributors?

airbytehq/airbyte has a recorded first-timer success rate of 28.9%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~5 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 46.0 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 46.0 places airbytehq/airbyte in the Solid tier.

04

What is the external contributor pull request merge rate for airbytehq/airbyte?

The external pull request merge rate is 53.3%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in airbytehq/airbyte?

airbytehq/airbyte does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for airbytehq/airbyte are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.