Tensor search for humans.
Marqo vs OpenAI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Marqo (Tensor search for humans.) and OpenAI both appear on the Smoower Developer Ecosystem Index.
OpenAI (rank #55) holds a modest lead over Marqo (rank #430) on the overall Smoower ecosystem score (60 vs 40). The gap of 20 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), OpenAI is ahead of Marqo. On education (docs, guides and learning material for developers), OpenAI is slightly ahead of Marqo. On community (issue response, PR reviews and discussion health), OpenAI is clearly ahead of Marqo. On reach (how visible the ecosystem is beyond its own repos), OpenAI is ahead of Marqo. On momentum (release cadence and how fast the ecosystem moves), OpenAI is clearly ahead of Marqo.
Marqo carries 5,394 GitHub stars across 28 public repos, with 14 repositories active in the last 90 days and 4 external contributors on record. OpenAI shows 824,906 stars across 263 public repos, 48 active in the last 90 days and 524 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 152.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Marqo is worth a look for teams already invested in its stack. OpenAI looks better where community 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.
Side-by-side metrics
| Metric | Marqo | OpenAI |
|---|---|---|
| Ranking | ||
| Overall rank | #430 | #55 |
| Pillars | ||
| Overall | 40 | 60 |
| Code | 41 | 58 |
| Education | 61 | 69 |
| Community | 39 | 78 |
| Reach | 36 | 53 |
| Momentum | 40 | 74 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,394 | 824,906 |
| Forks | 273 | 134,688 |
| Public repos | 28 | 263 |
| Active repos (90d) | 14 | 48 |
| External contributors | 4 | 524 |
| Avg polish | 45 | 60 |
| Avg AI-readiness | 35 | 46 |