Developer ecosystem comparison
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Heap vs Shopify

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

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

Shopify (rank #14) holds a meaningful lead over Heap (rank #569) on the overall Smoower ecosystem score (67 vs 35). The gap of 32 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Shopify is clearly ahead of Heap. On education (docs, guides and learning material for developers), Shopify is ahead of Heap. On community (issue response, PR reviews and discussion health), Shopify is clearly ahead of Heap. On reach (how visible the ecosystem is beyond its own repos), Shopify is ahead of Heap. On momentum (release cadence and how fast the ecosystem moves), Shopify is clearly ahead of Heap.

Heap carries 215 GitHub stars across 65 public repos, with 6 repositories active in the last 90 days and 1 external contributors on record. Shopify shows 124,714 stars across 1,211 public repos, 75 active in the last 90 days and 87 external contributors. The star gap on its own does not decide the comparison, but Shopify's footprint is roughly 580.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Heap is worth a look for teams already invested in its stack. Shopify looks better where community 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

MetricHeapShopify
Ranking
Overall rank#569#14
Pillars
Overall3567
Code3578
Education7281
Community1463
Reach3048
Momentum1252
Builder experience00
Signals
Stars215124,714
Forks10519,143
Public repos651,211
Active repos (90d)675
External contributors187
Avg polish3779
Avg AI-readiness2346

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