Groq

Groq

Groq provides AI inference via its custom-designed LPU (Language Processing Unit) architecture, purpose-built for low-latency and affordable model deployment. The platform, GroqCloud, gives developers access to a diverse set of openly-available large language models (including Llama, Qwen, GPT-OSS) as well as speech-to-text and text-to-speech models via an OpenAI-compatible API. Key capabilities include exceptionally fast token generation speeds (up to 1000 TPS on lighter models), a predictable linear pricing model with free tier options, compound AI systems for tool use (web search, code execution), batch processing, and prompt caching. It is designed for cost efficiency and scalability, serving as a high-performance GPU alternative. Target users are AI engineers, developers, and organizations that need reliable, fast, and affordable inference infrastructure to power chatbots, coding assistants, content generation, and other AI applications.

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Added on
Jul 13, 2026
Monthly Visits
4.8M
LPU inferenceHigh throughputLow latencyOpenAI compatiblePay per tokenPrompt cachingBatch API
Product information

Everything worth knowing about Groq

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Ultra-Fast Inference
Delivers up to 1,000 tokens per second for real-time AI responses.
Cost-Effective Pricing
Transparent per-token pricing with no unexpected spikes, optimizing AI spend.
OpenAI-Compatible API
Drop-in replacement for OpenAI’s API with two-line code change, enabling seamless integration.
Diverse Model Selection
Access Llama, Qwen, GPT-OSS, Whisper, and other open models for text, code, and speech.
Technical capabilities
Custom LPU Architecture
Language Processing Unit purpose-built for inference, bypassing GPU to deliver deterministic low-latency performance.
Prompt Caching
Automatically caches repeated prompt prefixes, reducing costs by up to 50% on cached tokens.
Must watch videos
What is Groq? - 30 seconds
0:31
Tutorial0:31
What is Groq? - 30 seconds
What is Groq? In 30 seconds You might or might not have heard of the AI company Groq that allows you to run powerful LLMs in the cloud. Here a quick description on what it is, why it is so fast and how it compares to OpenAI's ChatGPT.
GROQ - AI Buat Web Developer GRATIS!
13:24
Tutorial13:24
GROQ - AI Buat Web Developer GRATIS!
GROQ AI gratis disini 👉 https://groq.com/ Transfer DONASI: https://saweria.co/deaafrizal Join this channel to get access to perks: https://www.youtube.com/channel/UCU7YluxOYon-yofPxfGHVog/join #programming #tutorial #coding Istagram: https://www.instagram.com/dea.afrizal/ backsound: https://youtu.be/eoFXLBKGU44?si=NZMttkbg8u-Fgte1 ================= 💌 Email (for business) 💌 deascript@icloud.com ================== 🔻🔻🔻 SUBSCRIBE 🔻🔻🔻 For More Update 🔺🔺🔺LONCENGNYA 🔺🔺🔺
NVIDIA "Acquires" Groq
6:24
Tutorial6:24
NVIDIA "Acquires" Groq
Groq's talent and IP has been acquired by Nvidia as the most valuable company spend $20B in this deal. A lot to cover from the technical view on how LPU and SRAM based cards measure against Nvidia's general purpose GPU compete in a different but similar market as AI continues to pick up in demand from all fronts. Let's dig into how Jensen's investment into AI inference chips could play out as the US economy continues to be dependent on AI and AI data centers and AI chips. #ai #technology #business #nvidia #groq #llm #artificialintelligence Chapters 00:00 Intro 00:53 Architecture vs Hardware 01:41 Groq vs Nvidia 02:59 SRAM vs HBM 03:19 Use Cases 05:16 My Thoughts

Who uses it

Real use cases, no hype
Real-time Chat Applications
Power low-latency, high-concurrency chat interfaces with fast token generation.
High-Volume Content Generation
Generate marketing copy, articles, or code at scale with cost-efficient inference.
AI-Powered Search & RAG
Build fast retrieval-augmented generation systems using compound AI tools like web search.
Batch Data Processing
Process large datasets asynchronously with the 50%-off Batch API for analytics.
Multimodal Agent Systems
Create agents using GroqCloud's compound systems with integrated tool selection.
Voice AI Pipelines
Integrate Whisper for fast ASR and TTS models for end-to-end voice applications.
What's great
  • Exceptionally fast token generation speed
  • Extremely competitive, low-cost pricing
  • Straightforward OpenAI API compatibility
Technical strengths
  • Purpose-built LPU silicon for optimal inference
  • Predictable, linear pricing without hidden spikes
  • High-throughput support for MoE models
Where it falls short
  • Limited model variety vs. general-purpose clouds
  • No on-prem or private deployment for most users
  • Primarily focused on inference, not training
Technical limitations
  • Proprietary LPU stack lacks ecosystem tools
  • Batch API has long 24h-7d processing window
  • No fine-tuning platform for public models
For technical folks

The deep-dive specs

Architecture
LPU (Language Processing Unit)
Chip Type
Custom ASIC for inference
Max Context
128k tokens
Peak Throughput
1,000 tokens/second
Supported Models
Llama, Qwen, GPT-OSS, Whisper

FAQ

Includes technical Q&A
Get a free API key from the console, then use the OpenAI SDK with the Groq base URL.

Traffic Insights

Monthly Visits

4.8M

September 2026

Growth Rate

0%

vs last month

Dominance

0%

in Chatbots

Top Country

India

17% of traffic

Top Countries Breakdown

India
17%
Brazil
6%
Turkey
4%
Pakistan
3%

Growth Trend

Stable

Traffic has remained stable.

Honest pricing

No sneaky tiers, no “contact sales”

Here's who each plan is actually for — and where the hidden charges might hit.

Free
Free

Individuals

  • Rate-limited API access
  • Access to select models
  • Community support
Pro
Most picked
$24/mo

Individuals

  • Higher rate limits
  • Priority access to new models
  • Priority support
Enterprise
Custom

Enterprise

  • Custom rate limits
  • Dedicated capacity
  • Enterprise SLA
  • On-prem deployment options
Reviews

What the internet actually thinks

Data refreshed weekly. No paid placements.

Trustpilot
Not reviewed yet
G2
G2
Not reviewed yet
C
Capterra
Not reviewed yet
Product Hunt
Not reviewed yet
COMMUNITY COMMENTS

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Detail tags
Found via these searches
#AI#Inference#LLM#LPU#MachineLearning#DeveloperTools#TextToSpeech