# Groq — AI Tool Profile
> Source: https://agentrobbies.com/tools/groq-lpu
> Ecosystem: INFERENCE | Verified: 2026-10-11
> 100% Independent Listing • Zero Affiliate Links

## Description
Ultra-fast inference engine powered by custom Language Processing Unit (LPU) silicon, achieving unprecedented speeds of 500+ tokens/second on Llama 3.3 and Mixtral.

## Access & Pricing
Free rate-limited tier; Pay-as-you-go ($0.05 - $0.59 / 1M tokens).

## Key Capabilities
- Industry-leading 500+ tokens/second generation speed
- Deterministic latency for conversational voice agents
- OpenAI API drop-in compatibility

## Alternatives & Replaces
- Slow Cloud GPU Endpoints

## Robbie's Take
**Robbie's Hardware & Practical Fit:** Excellent candidate for local execution with zero cloud lock-in. For 7B-8B parameter models, budget at least 8 GB of unified memory or VRAM (Q4_K_M quantization). For 32B-70B models, aim for 24 GB+ to maintain interactive throughput without CPU offload penalties.

## Direct Link
https://groq.com