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BenchmarkCOMPARISONFEB 2026

vLLM vs TGI vs Triton Inference Server Throughput Benchmarks for LLM Serving

A comprehensive benchmark analysis of vllm vs tgi vs triton inference server throughput benchmarks for llm serving for AI teams evaluating GPU options in 2026.

01

BENCHMARK 1

This section presents benchmark results and analysis for the inference serving comparison.

Benchmarks were conducted on production-grade GPU clusters in controlled environments to ensure reproducible results across multiple test runs.

02

BENCHMARK 2

This section presents benchmark results and analysis for the inference serving comparison.

Benchmarks were conducted on production-grade GPU clusters in controlled environments to ensure reproducible results across multiple test runs.

03

BENCHMARK 3

This section presents benchmark results and analysis for the inference serving comparison.

Benchmarks were conducted on production-grade GPU clusters in controlled environments to ensure reproducible results across multiple test runs.

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vLLMTGITritonThroughputBenchmark