Developer ecosystem comparison
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Ashby vs Heap

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

Ashby and Heap (Product Insights) both appear on the Smoower Developer Ecosystem Index.

Ashby (rank #536) holds a narrow lead over Heap (rank #569) on the overall Smoower ecosystem score (36 vs 35). The gap of 1 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Ashby is slightly ahead of Heap. On education (docs, guides and learning material for developers), Heap is ahead of Ashby. On reach (how visible the ecosystem is beyond its own repos), Ashby is slightly ahead of Heap. On momentum (release cadence and how fast the ecosystem moves), Ashby is slightly ahead of Heap.

Ashby carries 1 GitHub stars across 3 public repos, with 1 repositories active in the last 90 days and 2 external contributors on record. Heap shows 215 stars across 65 public repos, 6 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Heap's footprint is roughly 215.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ashby is the stronger read for anyone weighting reach. Heap looks better where education is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricAshbyHeap
Ranking
Overall rank#536#569
Pillars
Overall3635
Code3635
Education6272
Community1414
Reach3730
Momentum1512
Builder experience00
Signals
Stars1215
Forks1105
Public repos365
Active repos (90d)16
External contributors21
Avg polish2337
Avg AI-readiness3723

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