Picovoice/cheetah - Open Source PR Review Scorecard

On-device streaming speech-to-text engine powered by deep learning

C-Rank Grade: S (Elite) - 72/100

External PR Merge Rate: 95%

Response Time: 18h

First Timer Success: 100%

Frequently Asked Questions

Is Picovoice/cheetah welcoming to first-time open-source contributors?

Picovoice/cheetah has a recorded first-timer success rate of 100.0%. Repositories ranked S 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 Picovoice/cheetah respond to incoming external pull requests in approximately 18.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 72.3 C-Rank™ score (S 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 72.3 places Picovoice/cheetah in the S tier.

What is the external contributor pull request merge rate for Picovoice/cheetah?

The external contributor pull request merge rate for Picovoice/cheetah is 95.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in Picovoice/cheetah?

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

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Picovoice/cheetahSElite670
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Picovoice

Picovoice/cheetah

670
SElite(72/100)Python

On-device streaming speech-to-text engine powered by deep learning

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Response Velocity
18 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
95.3%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
5 core
Small core review team
Diagnostic Health HUD
95.3%
Merge Gauge
100.0%
1st-Timer
Community Vibe84/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for Picovoice/cheetah.

View all good first issues directly on GitHub

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Contributor Community Vibe Feedback

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

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Maintainer helpfulness
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Beginner friendliness

Contributor Compatibility & Review Speed Analysis for Picovoice/cheetah

When evaluating whether to contribute to Picovoice/cheetah, 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 Picovoice/cheetah acknowledge new external contributions in approximately 18 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 95.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to Picovoice/cheetah

01

Is Picovoice/cheetah welcoming to first-time open-source contributors?

Picovoice/cheetah has a recorded first-timer success rate of 100.0%. Repositories ranked Elite 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 ~18 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 72.3 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 72.3 places Picovoice/cheetah in the Elite tier.

04

What is the external contributor pull request merge rate for Picovoice/cheetah?

The external pull request merge rate is 95.3%. 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 Picovoice/cheetah?

Picovoice/cheetah 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 Picovoice/cheetah 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.