Groq

Groq announced an April 2025 integration with Meta's official Llama API using its LPU infrastructure, with selected-developer preview access and broader rollout planned, adding a named ecosystem distribution channel.

Groq operates an inference cloud across 13 data centers on four continents, serves more than six million developers plus Fortune 500 and AI-native customers, and processes AI workloads at global scale.

Groq operates an inference cloud across 13 data centers on four continents, serves more than six million developers plus Fortune 500 and AI-native customers, and processes AI workloads at global scale.

Groq documents automatic exact-prefix prompt caching that reuses computation from recent requests in volatile memory, expires cached data after two hours without use and supports specified GPT-OSS models.

Groq pioneered its Language Processing Unit architecture with deterministic, software-first execution and on-chip memory specifically designed for low-latency AI inference.

Groq pioneered its Language Processing Unit architecture with deterministic, software-first execution and on-chip memory specifically designed for low-latency AI inference.

Groq announced NVIDIA Cloud Partner certification on August 12, 2026, covering design, deployment and operation of NVIDIA accelerated computing under reference-architecture and operational standards.

Groq raised $1B across two 2026 financing rounds and is expanding toward hundreds of megawatts of inference capacity while operating a multi-continent data-center footprint.

Groq raised $1B across two 2026 financing rounds and is expanding toward hundreds of megawatts of inference capacity while operating a multi-continent data-center footprint.

Groq describes a model-independent compiler that maps and schedules data movement across multiple LPUs using a programmable assembly-line execution model. This concrete compiler mechanism supports inferred scheduling and systems skill portability, subject to hardware specialization.

Groq roles and products span custom silicon, compilers, cloud infrastructure, enterprise inference and real-time AI systems, providing scarce and broadly portable AI-systems expertise.

Groq roles and products span custom silicon, compilers, cloud infrastructure, enterprise inference and real-time AI systems, providing scarce and broadly portable AI-systems expertise.