Learn how vLLM outperforms Ollama in high-performance production deployments, delivering significantly higher throughput and lower latency.

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Performance benchmarking reveals vLLM significantly outperforms Ollama for production deployments, achieving 793 TPS compared to Ollama's 41 TPS peak throughput and 80ms vs 673ms P99 latency. While Ollama excels for local development with its simplicity, vLLM's dynamic scaling and efficient resource management make it the superior choice for high-concurrency enterprise applications. The comparison used identical hardware (NVIDIA A100 GPU) and GuideLLM benchmarking tool to test both default and tuned configurations across various concurrency levels.

Ollama vs. vLLM: A deep dive into performance benchmarking