Airbase vs Mirakl

Airbase and Mirakl (The Marketplace Company) both appear on the Smoower Developer Ecosystem Index.

Airbase (rank #401) holds a narrow lead over Mirakl (rank #510) on the overall Smoower ecosystem score (41 vs 37). The gap of 4 points reflects composite signals across code, docs, community and reach.

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

Airbase carries 7 GitHub stars across 76 public repos, with 4 repositories active in the last 90 days and 2 external contributors on record. Mirakl shows 110 stars across 22 public repos, 8 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but Mirakl's footprint is roughly 15.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Airbase is the stronger read for anyone weighting reach. Mirakl looks better where momentum 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.