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.
This is a cross-lane comparison, so use it to inspect trade-offs rather than to force a single numeric winner.
When the compared repos do not clearly share category or package neighborhoods, methodology and direct docs review matter more.
Single-launch batch-1 decode engine for PrismML Bonsai 27B (ternary and 1-bit) on NVIDIA GPUs. 1.76x the vendor llama.cpp fork on H100, same outputs.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A high-throughput and memory-efficient inference and serving engine for LLMs