Developer ecosystem comparison
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Mirakl vs Semrush

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

Mirakl (The Marketplace Company) and Semrush (We do love open source and have an opportunity to make it better from now.) both appear on the Smoower Developer Ecosystem Index.

Semrush (rank #317) holds a narrow lead over Mirakl (rank #510) on the overall Smoower ecosystem score (44 vs 37). The gap of 7 points reflects composite signals across code, docs, community and reach.

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

Mirakl carries 110 GitHub stars across 22 public repos, with 8 repositories active in the last 90 days and 3 external contributors on record. Semrush shows 454 stars across 11 public repos, 2 active in the last 90 days and 7 external contributors. The star gap on its own does not decide the comparison, but Semrush's footprint is roughly 4.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Mirakl is the stronger read for anyone weighting momentum. Semrush looks better where education 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

MetricMiraklSemrush
Ranking
Overall rank#510#317
Pillars
Overall3744
Code4644
Education4965
Community3536
Reach2235
Momentum6037
Builder experience00
Signals
Stars110454
Forks40124
Public repos2211
Active repos (90d)82
External contributors37
Avg polish4248
Avg AI-readiness3332

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