Benchmarking inference at scale: coding agents

A benchmark comparing Together Inference Engine against TensorRT-LLM and SGLang on a coding agent workload using Kimi K2.5.

It reports that Together Inference Engine achieves 31% higher tokens per second (TPS) and 2× better time-to-first-token (TTFT) at saturation, attributed to full-stack optimizations including ThunderMLA and custom kernel rewrites.