Mirakl vs TikTok

Mirakl (The Marketplace Company) and TikTok (Inspire creativity and bring joy.) both appear on the Smoower Developer Ecosystem Index.

Mirakl (rank #510) holds a narrow lead over TikTok (rank #693) on the overall Smoower ecosystem score (37 vs 31). The gap of 6 points reflects composite signals across code, docs, community and reach.

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

Mirakl carries 110 GitHub stars across 22 public repos, with 8 repositories active in the last 90 days and 3 external contributors on record. TikTok shows 1,463 stars across 25 public repos, 7 active in the last 90 days and 10 external contributors. The star gap on its own does not decide the comparison, but TikTok's footprint is roughly 13.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Mirakl is the stronger read for anyone weighting momentum. TikTok 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.