Visibility winner
pytorch/pytorch
102.9K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
vllm-project/vllm
+526 in the weekly window
Last commit Sep 11, 2026
Adoption winner
pytorch/pytorch
16.5M/week
pypi package signal
Data completeness
Comparison confidence
1/3 package links
2/3 repos have weekly momentum in the current snapshot.
Compare up to four repositories with comma-separated owner/repo names. GitStar keeps missing package or momentum data explicit instead of flattening it into a false zero.
pytorch/pytorch currently leads on long-horizon mindshare with the strongest star base in this comparison. pytorch/pytorch has the strongest linked package footprint in this group.
GitStar keeps cross-repository gaps visible. Missing package mappings or partial momentum data lower confidence, but they do not stop the page from showing a directional read.
pytorch/pytorch currently leads on long-horizon mindshare with the strongest star base in this comparison.
Stars are strongest at showing durable visibility, not direct production fit.
vllm-project/vllm has the strongest current movement signal in this set.
Weekly movement is +526 in the weekly window.
pytorch/pytorch has the strongest linked package footprint in this group.
pypi usage is a better production proxy than stars when it exists.
All compared repos live in the Python ecosystem, but they do not cleanly share the same category footprint.
Treat this as a directional stack comparison and verify the actual problem each repo solves.
Faster attention kernels for serving TML's Inkling model on vLLM. 2.7x over the shipping path on H100, and the only implementation that runs on A100.
A high-throughput and memory-efficient inference and serving engine for LLMs
Tensors and Dynamic neural networks in Python with strong GPU acceleration