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VERIFIED EDITOR SCORE: 9.8/10

Groq

AI Code Tools → Developer Tools · Groq, Inc. · Est. 2016

Real-time LPU inference engine executing open LLMs at blistering 500+ tokens per second.

VISIT GROQ
Vinggle Audit: VERIFIED LISTING
Pricing ModelFree developer tier / Pay-per-token
PlatformsWeb, API
HQMountain View, CA
CategoryDeveloper Tools

01 — Overview

What is Groq?

Groq created the Language Processing Unit (LPU), a specialized silicon architecture engineered specifically for the sequential nature of LLM inference. While standard GPUs batch requests and introduce latency, Groq processes tokens in parallel with deterministic speed.

Developers use Groq to power real-time voice bots, instant full-file code analysis, and live interactive search where waiting for streaming text is unacceptable.

9.8 EDITOR SCORE

Vinggle verdict The fastest LLM inference on earth. Once you experience 500 tokens per second, standard cloud endpoints feel broken.

02 — Key features

What it does best.

  1. 01

    Sub-Second Token Generation

    Outputs text and code up to 10x faster than traditional GPU clusters.

  2. 02

    Open-Weight Model Hosting

    Instant access to Llama 3, Mixtral, and Gemma at peak hardware acceleration.

  3. 03

    Deterministic LPU Architecture

    Predictable response latency designed for live voice calling systems.

03 — Honest take

Pros & cons.

Why we like it

  • Blazingly fast generation speeds with instant responses
  • Generous free developer API tier
  • Simple drop-in compatibility with OpenAI SDK syntax

Where it falls short

  • Currently hosts open-weight models only rather than proprietary frontiers
  • Context window allocations are strictly capped for burst throughput

04 — Plans & pricing

What it costs.

Free Developer

Generous rate limits to prototype production apps

$0USD

Pay-as-you-go

Enterprise concurrency with high-volume SLA guarantees

Usage-basedUSD

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