Creating advanced vector search technology
Qdrant vs Together
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Qdrant (Creating advanced vector search technology) and Together both appear on the Smoower Developer Ecosystem Index.
Qdrant (rank #5) holds a meaningful lead over Together (rank #455) on the overall Smoower ecosystem score (71 vs 39). The gap of 32 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Qdrant is clearly ahead of Together. On education (docs, guides and learning material for developers), Qdrant is clearly ahead of Together. On community (issue response, PR reviews and discussion health), Qdrant is clearly ahead of Together. On reach (how visible the ecosystem is beyond its own repos), Qdrant is ahead of Together. On momentum (release cadence and how fast the ecosystem moves), Qdrant is clearly ahead of Together.
Qdrant carries 44,913 GitHub stars across 132 public repos, with 89 repositories active in the last 90 days and 99 external contributors on record. Together shows 20,220 stars across 101 public repos, 40 active in the last 90 days and 2 external contributors.
Qdrant is the stronger read for anyone weighting code quality. Together 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.
Side-by-side metrics
| Metric | Qdrant | Together |
|---|---|---|
| Ranking | ||
| Overall rank | #5 | #455 |
| Pillars | ||
| Overall | 71 | 39 |
| Code | 70 | 33 |
| Education | 86 | 54 |
| Community | 59 | 34 |
| Reach | 50 | 35 |
| Momentum | 66 | 45 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 44,913 | 20,220 |
| Forks | 4,409 | 2,254 |
| Public repos | 132 | 101 |
| Active repos (90d) | 89 | 40 |
| External contributors | 99 | 2 |
| Avg polish | 70 | 38 |
| Avg AI-readiness | 49 | 31 |