Developer ecosystem comparison
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Increase vs Panther Labs

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

Increase (Build your bank) and Panther Labs (Panther's mission is to make security teams smarter and faster than attackers.) both appear on the Smoower Developer Ecosystem Index.

Increase (rank #55) holds a modest lead over Panther Labs (rank #209) on the overall Smoower ecosystem score (60 vs 49). The gap of 11 points reflects composite signals across code, docs, community and reach.

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

Increase carries 45 GitHub stars across 12 public repos, with 11 repositories active in the last 90 days and 5 external contributors on record. Panther Labs shows 668 stars across 25 public repos, 11 active in the last 90 days and 18 external contributors. The star gap on its own does not decide the comparison, but Panther Labs's footprint is roughly 14.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Increase is the stronger read for anyone weighting reach. Panther Labs looks better where code quality 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

MetricIncreasePanther Labs
Ranking
Overall rank#55#209
Pillars
Overall6049
Code5267
Education5972
Community6839
Reach7949
Momentum4338
Builder experience00
Signals
Stars45668
Forks15291
Public repos1225
Active repos (90d)1111
External contributors518
Avg polish4875
Avg AI-readiness4744

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