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Verified July 27: Claude Opus 5 lands at Opus 4.8 pricing ($5/$25) while claiming near-Fable-5 quality, Gemini 3.6 Flash cuts output pricing 17%, and Grok's whole lineup turns out to carry a 2x long-context surcharge nobody's headline price mentions.
After licensing its chip technology to Nvidia for $20 billion, Groq is raising $650M from existing investors to rebuild itself as an AI inference cloud provider.
NVIDIA will unveil a new inference processor built on Groq's LPU architecture at GTC 2026, with OpenAI as its first major customer allocating 3 GW of dedicated capacity.
Awesome Agents launches a dedicated Hardware section with detailed spec pages for 21 GPUs, TPUs, and AI accelerators - from datacenter flagships to home lab favorites.
Groq's Language Processing Unit (LPU) is a purpose-built inference ASIC that trades HBM for 230MB of on-chip SRAM, delivering deterministic latency and record-breaking tokens-per-second for LLM serving.
Groq's LPU chips deliver inference speeds that make GPUs look slow - 1,200+ tokens per second on Llama 4. We benchmark latency, throughput, model availability, and pricing against the GPU-based competition.
