# _Blog_

Inside the LPU

## Deconstructing Groq's Speed

Legacy hardware forces a choice: faster inference with quality degradation, or accurate inference with unacceptable latency. This tradeoff exists because GPU architectures optimize for training workloads. The LPU–purpose-built hardware for inference–preserves quality while eliminating architectural bottlenecks which create latency in the first place.

[Read Blog](/content/blog/inside-the-lpu-deconstructing-groq-speed/index.html)

- Apr 09, 2026

## [Canopy Labs’ Orpheus TTS is live on GroqCloud](/content/blog/canopy-labs-orpheus-tts-is-live-on-groqcloud/index.html)

- Feb 16, 2026

## [GroqCloud: Expanding to Meet Demand](/content/blog/groqcloud-expanding-to-meet-demand/index.html)

- Dec 16, 2025

## [Advancing the American AI Stack](/content/blog/advancingamericanai/index.html)

- Dec 01, 2025

## [Groq Recognized in 2025 Gartner® Cool Vendor in AI Infrastructure report](/content/blog/groq-recognized-gartner-cool-vendor/index.html)

- Nov 25, 2025

## [Introducing MCP Connectors in Beta on GroqCloud](/content/blog/introducing-mcp-connectors-in-beta-on-groqcloud/index.html)

- Oct 29, 2025

## [Day Zero Support for OpenAI Open Safety Model](/content/blog/day-zero-support-for-openai-open-safety-model/index.html)

- Oct 22, 2025

## [LLMs Inside the Product: A Practical Field Guide](/content/blog/llms-inside-the-product-a-practical-field-guide/index.html)

- Oct 16, 2025

## [GPT‑OSS Improvements: Prompt Caching & Lower Pricing](/content/blog/gpt-oss-improvements-prompt-caching-and-lower-pricing/index.html)

- Sep 23, 2025

## [Introducing Remote MCP Support in Beta on GroqCloud](/content/blog/introducing-remote-mcp-support-in-beta-on-groqcloud/index.html)

- Sep 04, 2025

## [Introducing the Next Generation of Compound on GroqCloud](/content/blog/introducing-the-next-generation-of-compound-on-groqcloud/index.html)

- Sep 04, 2025

## [Introducing Kimi K2‑0905 on GroqCloud](/content/blog/introducing-kimi-k2-0905-on-groqcloud/index.html)

- Aug 20, 2025

## [Introducing Prompt Caching on GroqCloud](/content/blog/introducing-prompt-caching-on-groqcloud/index.html)

- Aug 05, 2025

## [Day Zero Support for OpenAI Open Models](/content/blog/day-zero-support-for-openai-open-models/index.html)

- Aug 01, 2025

## [Inside the LPU: Deconstructing Groq’s Speed](/content/blog/inside-the-lpu-deconstructing-groq-speed/index.html)

- Jul 31, 2025

## [OpenBench: Reproducible LLM Evals Made Easy](/content/blog/openbench-open-reproducible-evals/index.html)

- Jun 16, 2025

## [Build Faster with Groq + Hugging Face](/content/blog/build-faster-with-groq-hugging-face/index.html)

- Jun 10, 2025

## [GroqCloud™ Now Supports Qwen3 32B](/content/blog/groqcloud-tm-now-supports-qwen3-32b/index.html)

- Jun 03, 2025

## [LoRA Fine-Tune Support Now Live on GroqCloud](/content/blog/introducing-groqcloud-lora-fine-tune-support-unlock-efficient-model-adaptation-for-enterprises/index.html)

- May 27, 2025

## [From Speed to Scale: How Groq Is Optimized for MoE & Other Large Models](/content/blog/from-speed-to-scale-how-groq-is-optimized-for-moe-other-large-models/index.html)

- May 16, 2025

## [How to Build Your Own AI Research Agent with One Groq API Call](/content/blog/how-to-build-your-own-ai-research-agent-with-one-groq-api-call/index.html)

- Apr 29, 2025

## [Official Llama API Now Fastest via Groq Inference](/content/blog/the-official-llama-api-accelerated-by-groq/index.html)

- Apr 15, 2025

## [Now in Preview: Groq’s First Compound AI System](/content/blog/now-in-preview-groqs-first-compound-ai-system/index.html)

- Apr 05, 2025

## [Llama 4 Inference Fast & Affordable – Now Live on GroqCloud](/content/blog/llama-4-now-live-on-groq-build-fast-at-the-lowest-cost-without-compromise/index.html)

- Mar 26, 2025

## [Build Fast with Text-to-Speech AI – Dialog Model on Groq](/content/blog/build-fast-with-text-to-speech/index.html)