Qodo vs LlamaIndex

Qodo and LlamaIndex both appear on the Smoower Developer Ecosystem Index.

LlamaIndex (rank #63) holds a modest lead over Qodo (rank #401) on the overall Smoower ecosystem score (59 vs 41). The gap of 18 points reflects composite signals across code, docs, community and reach.

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

Qodo carries 4,512 GitHub stars across 23 public repos, with 2 repositories active in the last 90 days and 1 external contributors on record. LlamaIndex shows 99,809 stars across 135 public repos, 48 active in the last 90 days and 241 external contributors. The star gap on its own does not decide the comparison, but LlamaIndex's footprint is roughly 22.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Qodo is the stronger read for anyone weighting education. LlamaIndex looks better where code quality 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.