What is the difference between Fireworks AI and Groq?

Fireworks AI and Groq 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: Fireworks AI or Groq?

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 Fireworks AI and Groq?

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

Fireworks AI vs Groq LLM API Pricing 2026

LLM API Pricing Comparison

Total models: 17Both available: 3Fireworks AI: 12Groq: 8

Showing 15 of 17 models

Prices per 1M tokens · Last updated: 7/21/2026, 2:43:50 AM

Model ↑	Fireworks AI	Groq	Input Diff ↕
DeepSeek V4 Flash DeepSeek	$0.140 in $0.280 out	Not available	—
DeepSeek V4 Pro DeepSeek	$1.74 in $3.48 out	Not available	—
GLM-5 Zhipu	$1.40 in $4.40 out	Not available	—
GLM-5.1 Zhipu	$1.40 in $4.40 out	Not available	—
GLM-5.2 Zhipu	$1.40 in $4.40 out	Not available	—
GPT-OSS-120B OpenAI	$0.150 in $0.600 out	$0.150 in $0.600 out	$0.0000
GPT-OSS-20B OpenAI	$0.070 in $0.300 out	$0.075 in $0.300 out	$0.0050
Kimi K2 Moonshot	$0.950 in $4.00 out	$1.00 in $3.00 out	$0.050
Llama 3.1 8B Meta	Not available	$0.050 in $0.080 out	—
Llama 3.3 70B Meta	Not available	$0.590 in $0.790 out	—
Llama 4 Scout Meta	Not available	$0.110 in $0.340 out	—
MiniMax M1 MiniMax	$0.300 in $1.20 out	Not available	—
MiniMax M2.7 MiniMax	$0.300 in $1.20 out	Not available	—
Qwen 3 32B Alibaba	Not available	$0.290 in $0.590 out	—
Qwen 3.6 27B Alibaba	Not available	$0.600 in $3.00 out	—

Features Comparison

Fireworks AI

100+ Open-Source Models
Instant access to latest models like Kimi K2.5, DeepSeek V3.2, GLM-5.1, Qwen3.6 Plus, FLUX.1 Kontext Pro, Whisper V3 Large, and more
Blazing Fast Inference
Industry-leading throughput and latency with fast inference engine
Fine-Tuning Suite
SFT, DPO, and reinforcement fine-tuning of models up to 1T+ parameters with LoRA efficiency
OpenAI-Compatible API
Drop-in replacement - just change the base URL for easy migration
On-Demand GPUs
H100, H200, B200, and B300 deployments with per-second billing and autoscaling
Batch Processing
50% discount for async bulk inference workloads

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

Pros & Cons

Fireworks AI

Advantages

Lightning-fast inference with industry-leading response times
Easy-to-use API with excellent OpenAI compatibility
Wide variety of optimized open-source models
Competitive pricing with 50% off cached tokens and batch processing

Considerations

Limited capacity with some serverless model limits
Primarily focused on language models over image/video generation
BYOC only available for major enterprise customers

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

Compute Services

Fireworks AI

Groq

Pricing Options

Fireworks AI

Serverless Inference

Pay-per-token pricing with parameter-based tiers from $0.10 to $0.90 per 1M tokens, plus premium models

Cached tokens

50% discount on cached input tokens for supported models

Batch processing

50% discount on async bulk inference for both input and output tokens

Fine Tuning

Per-training-token pricing for SFT, DPO, and reinforcement learning with LoRA and full parameter options

On-demand GPUs

Per-second billing for H100, H200, B200, and B300 GPU deployments with no startup charges

Groq

Pay-per-token

Simple token-based pricing with separate input/output rates

Free tier

Rate-limited free access for development and testing

Getting Started

Fireworks AI

Get Started

1
Explore Model Library
Browse 400+ models at fireworks.ai/models
2
Test in Playground
Experiment with prompts interactively without coding
3
Generate API Key
Create an API key from user settings in your account
4
Make first API call
Use OpenAI-compatible endpoints or Fireworks SDK
5
Scale to production
Transition to on-demand GPU deployments for production workloads

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

Support & Global Availability

Fireworks AI

Global Regions

18+ global regions across 8 cloud providers with multi-region deployments and BYOC support for enterprise

Support

Documentation, Discord community, status page, email support, and dedicated enterprise support with SLAs

Groq

Global Regions

Global availability via cloud infrastructure

Support

Documentation, Discord community, email support