Developer ecosystem comparison
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Ashby vs Customer IO

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

Ashby and Customer IO both appear on the Smoower Developer Ecosystem Index.

Customer IO (rank #165) holds a modest lead over Ashby (rank #536) on the overall Smoower ecosystem score (51 vs 36). The gap of 15 points reflects composite signals across code, docs, community and reach.

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

Ashby carries 1 GitHub stars across 3 public repos, with 1 repositories active in the last 90 days and 2 external contributors on record. Customer IO shows 684 stars across 107 public repos, 42 active in the last 90 days and 26 external contributors. The star gap on its own does not decide the comparison, but Customer IO's footprint is roughly 684.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ashby is worth a look for teams already invested in its stack. Customer IO looks better where momentum 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

MetricAshbyCustomer IO
Ranking
Overall rank#536#165
Pillars
Overall3651
Code3654
Education6280
Community1435
Reach3740
Momentum1545
Builder experience00
Signals
Stars1684
Forks1346
Public repos3107
Active repos (90d)142
External contributors226
Avg polish2354
Avg AI-readiness3746

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