AssetOpsBench vs scout

AssetOpsBench ranks higher on current evidence: 162 commits by 10 contributors in the last 90 days (19 in the last 30).

AssetOpsBenchscout
GradeCC
VerdictActive2+ majors behindSlowing1 major behind
Category rank#41#48
ModelFreeFree
Commits, 90 days1620
Contributors, 90 days100
Last activityOct 13, 2026Jul 10, 2026
Listed priceFreeFree
Evidence sourceCodeCode
Latest release——
LicenseApache-2.0Apache-2.0
OpenAI SDK1.40.0 (latest 3.35.1)2.32.0 (latest 3.35.1)
NumPy1.24.0 (latest 2.5.4)2.4.4 ✓
pandas2.0.0 (latest 3.0.6)—
Pydantic2.12.5 ✓2.13.3 ✓
FastAPI—0.136.1 (latest 0.146.0)
SQLAlchemy—2.0.49 ✓
AIOpenAI SDK, MCP SDKOpenAI SDK, MCP SDK
API layerPydanticPydantic, Uvicorn
Framework—FastAPI
Database / ORM—SQLAlchemy, PostgreSQL (psycopg)

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.