The Inferex Engineering Blog

Technical guides, benchmarks, and deep dives on AI inference optimization from our team.

AI Inference Latency Optimization Guide
March 15, 2026

How to Cut AI Inference Latency by 73%

A practical guide to reducing P99 AI inference latency from 58ms to under 8ms.

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LLM Throughput Scaling Production
February 22, 2026

Scaling LLM Throughput to 1M Requests Per Second

Engineering deep-dive: how Inferex achieves 1.2M inference req/s at scale.

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Model Quantization Without Accuracy Loss
January 30, 2026

4x Model Compression: Quantization That Preserves Accuracy

How INT8 and FP8 quantization achieves 4x compression with minimal accuracy loss.

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GPU vs CPU vs Edge Inference Hardware Comparison
December 18, 2025

GPU vs CPU vs Edge: Choosing the Right Inference Hardware

Benchmark comparison across NVIDIA A100, Intel Xeon, and edge TPUs.

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AI Inference Cost Reduction Strategies
November 5, 2025

5 Strategies to Cut AI Inference Costs by 78%

Proven cost optimization strategies for AI inference infrastructure.

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vLLM vs TensorRT vs Inferex Benchmark
October 12, 2025

vLLM vs TensorRT vs Inferex: 2025 Inference Benchmark

Head-to-head benchmark on latency, throughput, and cost efficiency.

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