DeerFlow vs OpenScience
An independent, evidence-based trust comparison of DeerFlow and OpenScience, two Research & Data projects in the HVTracker registry. Scores come from public, checkable signals — supply-chain provenance, OSSF Scorecard, maintenance, and adoption — not popularity.
OpenScience leads on trust — 82.8/100 (Grade A) vs 67.3/100 (Grade B), a 15.5-point gap. Full breakdown below.
| Signal | DeerFlowbytedance/deer-flow | OpenSciencesynthetic-sciences/openscience |
|---|---|---|
| HVTrust score | 67.3 | 82.8 |
| Evidence grade | B | A |
| Coverage grade | C | B |
| Overall rank | #362 | #96 |
| Rank in Research & Data | #8 | #5 |
| GitHub stars | 82.1k | 3.5k |
| Last updated | today | today |
| Build provenance | No | Yes |
| OSSF Scorecard | 6.5 / 10 | 5.6 / 10 |
| License | MIT | Apache-2.0 |
| Downloads | — | 9k/wk |
| Trust dimensions (points earned) | ||
| Safety / integrity / 25 | 13.1 | 17.5 |
| Identity & provenance / 18 | 10.8 | 18.0 |
| Transparency / 17 | 14.0 | 13.3 |
| Maintenance / 20 | 20.0 | 20.0 |
| Adoption / 20 | 11.8 | 13.8 |
| Runtime capability surface (full matrix) | ||
| MCP server | Implemented | Declared |
| External providers | 6 — E2B, OpenAI, OpenRouter, … | 7 — Anthropic, Cohere, DeepSeek, … |
| Requires API keys | Yes | No |
| Plugin surface | extensions | plugins |
| Provenance drift | — | Match |
How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption, scaled by an evidence-confidence factor. Grade bands: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Signals refresh daily. Full methodology v4.3 →