ML Platforms

Best ML platforms in 2026.

ML platforms are infrastructure — you pick them on inference cost, cold-start latency, GPU availability, and whether you need to serve open-weight models (Replicate, Together, Fireworks) or train and deploy your own (Modal, Baseten, RunPod). Not for casual use; consider only if the off-the-shelf tools in other categories are not enough.

8 tools tracked 75 alternatives Updated 2026-04-18

Ollama

Free

Run open-source LLMs locally on your Mac, Windows, or Linux

Top alternatives: LM Studio · Hugging Face · Replicate · +7 more