AI ranking change · 2026-07-15
vLLM overtakes Modal as Gemini's #1 pick
for model serving and deployment platform
Modal→vLLM
On 2026-07-15, Gemini changed its #1 recommendation for best model serving and deployment platform — dropping Modal from the top spot in favor of vLLM. The previous #1 had held since 2026-07-15.
“Industry-standard open-source engine for transformer models that delivers unmatched throughput and memory efficiency via PagedAttention and continuous batching, acting as the foundation for modern LLM deployment.”— Gemini
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