Developer ecosystem comparison
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Instructure, Inc. vs Panther Labs

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

Instructure, Inc. and Panther Labs (Panther's mission is to make security teams smarter and faster than attackers.) both appear on the Smoower Developer Ecosystem Index.

Panther Labs (rank #209) holds a narrow lead over Instructure, Inc. (rank #317) on the overall Smoower ecosystem score (49 vs 44). The gap of 5 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 Instructure, Inc.. On education (docs, guides and learning material for developers), Panther Labs is clearly ahead of Instructure, Inc.. On community (issue response, PR reviews and discussion health), Instructure, Inc. is slightly ahead of Panther Labs. On reach (how visible the ecosystem is beyond its own repos), Panther Labs is clearly ahead of Instructure, Inc.. On momentum (release cadence and how fast the ecosystem moves), Instructure, Inc. is slightly ahead of Panther Labs.

Instructure, Inc. carries 10,186 GitHub stars across 212 public repos, with 37 repositories active in the last 90 days and 29 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 Instructure, Inc.'s footprint is roughly 15.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Instructure, Inc. is the stronger read for anyone weighting community. Panther Labs 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

MetricInstructure, Inc.Panther Labs
Ranking
Overall rank#317#209
Pillars
Overall4449
Code5667
Education5072
Community4539
Reach2449
Momentum4338
Builder experience00
Signals
Stars10,186668
Forks4,189291
Public repos21225
Active repos (90d)3711
External contributors2918
Avg polish5075
Avg AI-readiness4144

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