Model Inference Serving Data Engineering Tools

There are 3 model inference serving tools tracked. 1 score above 50 (established tier). The highest-rated is bytewax/bytewax at 55/100 with 1,959 stars and 13,008 monthly downloads.

Get all 3 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=data-engineering&subcategory=model-inference-serving&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 bytewax/bytewax

Python Stream Processing

55
Established
2 feathr-ai/feathr

Feathr – A scalable, unified data and AI engineering platform for enterprise

40
Emerging
3 skale-me/skale

High performance distributed data processing engine

38
Emerging