Cybersource vs Mirakl

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

Mirakl (rank #510) holds a narrow lead over Cybersource (rank #536) on the overall Smoower ecosystem score (37 vs 36). The gap of 1 points reflects composite signals across code, docs, community and reach.

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

Cybersource carries 587 GitHub stars across 40 public repos, with 28 repositories active in the last 90 days and 7 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 Cybersource's footprint is roughly 5.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Cybersource is the stronger read for anyone weighting education. 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.