ai-dynamo/dynamo - Open Source PR Review Scorecard

A Datacenter Scale Distributed Inference Serving Framework

C-Rank Grade: A (Welcoming) - 66/100

External PR Merge Rate: 62%

Response Time: 8h

First Timer Success: 48%

Frequently Asked Questions

Is ai-dynamo/dynamo welcoming to first-time open-source contributors?

ai-dynamo/dynamo has a recorded first-timer success rate of 47.5%. Repositories ranked A 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 ai-dynamo/dynamo respond to incoming external pull requests in approximately 7.7 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 66.0 C-Rank™ score (A 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 66.0 places ai-dynamo/dynamo in the A tier.

What is the external contributor pull request merge rate for ai-dynamo/dynamo?

The external contributor pull request merge rate for ai-dynamo/dynamo is 62.2%, based on public PR activity from non-core contributors.

Are there Good First Issues available in ai-dynamo/dynamo?

ai-dynamo/dynamo currently has 6 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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ai-dynamo

ai-dynamo/dynamo

7,855
AWelcoming(66/100)Rust

A Datacenter Scale Distributed Inference Serving Framework

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Response Velocity
7 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
62.2%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
47.5%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
161 core
Highly collaborative maintainer core
Diagnostic Health HUD
62.2%
Merge Gauge
47.5%
1st-Timer
Community Vibe63/100

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GetMerged C-Rank badge for ai-dynamo/dynamo
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Active Good First Issues (6)

View on GitHub

This repository currently has 6 open good first issue tickets available for newcomers.

View all good first issues directly on GitHub

Looking for more Rust beginner tasks?Explore Rust GFI

Contributor Community Vibe Feedback

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Contributor Compatibility & Review Speed Analysis for ai-dynamo/dynamo

When evaluating whether to contribute to ai-dynamo/dynamo, 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 ai-dynamo/dynamo acknowledge new external contributions in approximately 7 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 62.2% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to ai-dynamo/dynamo

01

Is ai-dynamo/dynamo welcoming to first-time open-source contributors?

ai-dynamo/dynamo has a recorded first-timer success rate of 47.5%. Repositories ranked Welcoming 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 ~7 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 66.0 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 66.0 places ai-dynamo/dynamo in the Welcoming tier.

04

What is the external contributor pull request merge rate for ai-dynamo/dynamo?

The external pull request merge rate is 62.2%. 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 ai-dynamo/dynamo?

Yes, ai-dynamo/dynamo currently has 6 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for ai-dynamo/dynamo 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.