What is the difference between Groq and Replicate?

Groq and Replicate are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Groq or Replicate?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Groq and Replicate?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

Groq vs Replicate LLM API Pricing 2026

LLM API Pricing Comparison

Total models: 9Both available: 0Groq: 8Replicate: 1

Showing 9 of 9 models

Prices per 1M tokens · Last updated: 7/21/2026, 2:44:06 AM

Model ↑	Groq	Replicate	Input Diff ↕
Claude 3.7 Sonnet Anthropic	Not available	$0.0000 in $3.00 out	—
GPT-OSS-120B OpenAI	$0.150 in $0.600 out	Not available	—
GPT-OSS-20B OpenAI	$0.075 in $0.300 out	Not available	—
Kimi K2 Moonshot	$1.00 in $3.00 out	Not available	—
Llama 3.1 8B Meta	$0.050 in $0.080 out	Not available	—
Llama 3.3 70B Meta	$0.590 in $0.790 out	Not available	—
Llama 4 Scout Meta	$0.110 in $0.340 out	Not available	—
Qwen 3 32B Alibaba	$0.290 in $0.590 out	Not available	—
Qwen 3.6 27B Alibaba	$0.600 in $3.00 out	Not available	—

Features Comparison

Groq

LPU-Powered Inference
Custom Language Processing Units deliver industry-leading inference speeds
OpenAI-Compatible API
Drop-in replacement for OpenAI API with minimal code changes
Free Tier Available
Generous free tier for experimentation and small projects
Ultra-Low Latency
Sub-second time-to-first-token for interactive applications

Replicate

Vast Model Library
Access thousands of open-source models including LLMs, image generators, and more
Simple API
Consistent REST API across all models with webhooks for async processing
Custom Model Hosting
Deploy your own models using Cog containerization
Serverless Scaling
Automatic scaling with cold-start optimization

Pros & Cons

Groq

Advantages

Fastest inference speeds in the industry (500+ tokens/second)
OpenAI-compatible API for easy integration
Competitive pricing for open-source models
Free tier available for testing

Considerations

Limited model selection compared to larger providers
Focus on inference only - no training capabilities
Newer platform with less ecosystem maturity

Replicate

Advantages

Largest selection of open-source models on one platform
Simple pay-per-prediction pricing with no minimum
Easy deployment of custom models via Cog
Active community contributing new models daily

Considerations

Cold start latency for less popular models
Pricing can be unpredictable for high-volume use
Less optimized than specialized inference providers

Compute Services

Groq

Replicate

Pricing Options

Groq

Pay-per-token

Simple token-based pricing with separate input/output rates

Free tier

Rate-limited free access for development and testing

Replicate

Pay-per-prediction

Charged per model run based on compute time and hardware

Free tier

Limited free predictions for new users

Getting Started

Groq

Get Started

1
Create an account
Sign up at console.groq.com with email or OAuth
2
Get API key
Generate an API key from the console dashboard
3
Make API calls
Use the OpenAI-compatible endpoint with your preferred model

Replicate

Get Started

1
Create an account
Sign up at replicate.com with GitHub or email
2
Get API token
Copy your API token from account settings
3
Run a prediction
Use the API or Python client to run any model

Support & Global Availability

Groq

Global Regions

Global availability via cloud infrastructure

Support

Documentation, Discord community, email support

Replicate

Global Regions

US-based infrastructure with global CDN

Support

Documentation, Discord community, email support