Anthropic vs LM Studio

Anthropic and LM Studio (Discover, download, and run local LLMs) both appear on the Smoower Developer Ecosystem Index.

Anthropic (rank #30) holds a modest lead over LM Studio (rank #165) on the overall Smoower ecosystem score (63 vs 51). The gap of 12 points reflects composite signals across code, docs, community and reach.

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

Anthropic carries 584,015 GitHub stars across 92 public repos, with 46 repositories active in the last 90 days and 911 external contributors on record. LM Studio shows 10,521 stars across 11 public repos, 5 active in the last 90 days and 42 external contributors. The star gap on its own does not decide the comparison, but Anthropic's footprint is roughly 55.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Anthropic is the stronger read for anyone weighting community. LM Studio 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.