goal-flow vs scout
goal-flow ranks higher on current evidence: 20 commits in the last 90 days, none in the last 30.
| goal-flow | scout | |
|---|---|---|
| Grade | B | C |
| Verdict | Steady1 major behind | Slowing1 major behind |
| Category rank | #33 | #48 |
| Model | Free | Free |
| Commits, 90 days | 20 | 0 |
| Contributors, 90 days | 2 | 0 |
| Last activity | Aug 13, 2026 | Jul 10, 2026 |
| Listed price | Free | Free |
| Evidence source | Code | Code |
| Latest release | — | — |
| License | MIT | Apache-2.0 |
| FastAPI | 0.116.1 (latest 0.146.0) | 0.136.1 (latest 0.146.0) |
| pandas | 2.3.2 (latest 3.0.6) | — |
| LangGraph | 1.2.9 ✓ | — |
| Pydantic | 2.0.0 ✓ | 2.13.3 ✓ |
| SQLAlchemy | 2.0.29 ✓ | 2.0.49 ✓ |
| OpenAI SDK | — | 2.32.0 (latest 3.35.1) |
| NumPy | — | 2.4.4 ✓ |
| Framework | FastAPI | FastAPI |
| Database / ORM | SQLAlchemy | SQLAlchemy, PostgreSQL (psycopg) |
| AI | LangGraph, MCP SDK | OpenAI SDK, MCP SDK |
| API layer | Pydantic, Uvicorn | Pydantic, Uvicorn |
Evidence checked . ✓ = on the latest major version. "Claimed" = a version the vendor's public pages mention, not verified code. Evidence as of Oct 19, 2026. Rankings never depend on affiliate or paid status. Method.