Developer ecosystem comparison
vs

PolyAI vs Replicate

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

PolyAI and Replicate (Run AI with an API) both appear on the Smoower Developer Ecosystem Index.

Replicate (rank #189) holds a modest lead over PolyAI (rank #430) on the overall Smoower ecosystem score (50 vs 40). The gap of 10 points reflects composite signals across code, docs, community and reach.

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

PolyAI carries 86 GitHub stars across 6 public repos, with 6 repositories active in the last 90 days and 19 external contributors on record. Replicate shows 25,062 stars across 169 public repos, 10 active in the last 90 days and 12 external contributors. The star gap on its own does not decide the comparison, but Replicate's footprint is roughly 291.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

PolyAI is the stronger read for anyone weighting momentum. Replicate looks better where reach 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

MetricPolyAIReplicate
Ranking
Overall rank#430#189
Pillars
Overall4050
Code4755
Education7172
Community3848
Reach1674
Momentum6031
Builder experience00
Signals
Stars8625,062
Forks154,596
Public repos6169
Active repos (90d)610
External contributors1912
Avg polish4660
Avg AI-readiness5333

Fork ecosystems

Loading fork ecosystem…
Loading fork ecosystem…
View PolyAI developer profileView Replicate developer profile