Visibility winner
ollama/ollama
180.7K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
ollama/ollama
+533 in the weekly window
Last commit Sep 11, 2026
Adoption winner
huggingface/transformers
16.5M/week
pypi package signal
Data completeness
Comparison confidence
1/3 package links
3/3 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.
ollama/ollama currently leads on long-horizon mindshare with the strongest star base in this comparison. huggingface/transformers 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.
ollama/ollama 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.
ollama/ollama has the strongest current movement signal in this set.
Weekly movement is +533 in the weekly window.
huggingface/transformers 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.
A high-throughput and memory-efficient inference and serving engine for LLMs
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.