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Updated Nov 12, 2026. How rankings work

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Pick up to four tools and compare adoption, momentum and maintenance at a glance. The crown marks the leader in each row.

Serverless Python cloud for GPUs: deploy inference, fine-tuning and batch jobs straight from decorated functions.

Metric	Modal
Stars	536
Weekly downloads	12M
Download growth	-3%
Popularity score	70/100
Forks	138
Open issues	36
Last commit	1d ago
Latest version	1.6.4Nov 12, 2026
License	Apache-2.0
First released	2022
Signals	Rising
Listed in	AI & Machine Learning › Inference APIs & AI Clouds

Hover for exact values; switch to log scale for tools of very different sizes.

Serverless Python cloud for GPUs: deploy inference, fine-tuning and batch jobs straight from decorated functions.

Metric	Modal
Stars	536
Weekly downloads	12M
Download growth	-3%
Popularity score	70/100
Forks	138
Open issues	36
Last commit	1d ago
Latest version	1.6.4Nov 12, 2026
License	Apache-2.0
First released	2022
Signals	Rising
Listed in	AI & Machine Learning › Inference APIs & AI Clouds

Hover for exact values; switch to log scale for tools of very different sizes.