Hugging Face vs Sendbird

Hugging Face (The AI community building the future.) and Sendbird (Sendbird provides AI-powered omnichannel communication solutions, including AI agent for customer service, Chat API, and Business Messaging.) both appear on the Smoower Developer Ecosystem Index.

Hugging Face (rank #3) holds a meaningful lead over Sendbird (rank #229) on the overall Smoower ecosystem score (75 vs 49). The gap of 26 points reflects composite signals across code, docs, community and reach.

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

Hugging Face carries 654,206 GitHub stars across 467 public repos, with 84 repositories active in the last 90 days and 879 external contributors on record. Sendbird shows 2,233 stars across 204 public repos, 57 active in the last 90 days and 13 external contributors. The star gap on its own does not decide the comparison, but Hugging Face's footprint is roughly 293.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Hugging Face is the stronger read for anyone weighting community. Sendbird makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.