Developer ecosystem comparison
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Starling Bank vs TikTok

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

Starling Bank and TikTok (Inspire creativity and bring joy.) both appear on the Smoower Developer Ecosystem Index.

Starling Bank (rank #625) holds a narrow lead over TikTok (rank #696) on the overall Smoower ecosystem score (33 vs 31). The gap of 2 points reflects composite signals across code, docs, community and reach.

On education (docs, guides and learning material for developers), Starling Bank is ahead of TikTok. On community (issue response, PR reviews and discussion health), TikTok is clearly ahead of Starling Bank. On reach (how visible the ecosystem is beyond its own repos), Starling Bank is ahead of TikTok. On momentum (release cadence and how fast the ecosystem moves), Starling Bank is clearly ahead of TikTok.

Starling Bank carries 195 GitHub stars across 3 public repos, with 3 repositories active in the last 90 days and 0 external contributors on record. TikTok shows 1,476 stars across 25 public repos, 6 active in the last 90 days and 10 external contributors. The star gap on its own does not decide the comparison, but TikTok's footprint is roughly 7.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Starling Bank is the stronger read for anyone weighting momentum. TikTok 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

MetricStarling BankTikTok
Ranking
Overall rank#625#696
Pillars
Overall3331
Code5050
Education5540
Community939
Reach6353
Momentum4812
Builder experience00
Signals
Stars1951,476
Forks29356
Public repos325
Active repos (90d)36
External contributors010
Avg polish5857
Avg AI-readiness1436

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View Starling Bank developer profileView TikTok developer profile