What is the difference between Microsoft Azure and Fireworks AI?

Microsoft Azure and Fireworks AI 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: Microsoft Azure or Fireworks AI?

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 Microsoft Azure and Fireworks AI?

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

How many GPU models are available for comparison?

We track pricing for 8 different GPU models across both Microsoft Azure and Fireworks AI, with 0 models available from both providers.

Microsoft Azure vs Fireworks AI

Compare GPU and LLM inference API pricing between Microsoft Azure and Fireworks AI. Find the best rates for AI training, inference, and ML workloads.

Microsoft Azure

Provider 1

GPUs Available

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Fireworks AI

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Microsoft Azure GPUs

Fireworks AI GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 8Both available: 0Microsoft Azure: 8Fireworks AI: 0

Showing 8 of 8 GPUs

Last updated: 10/27/2026, 2:06:20 PM

GPU Model ↑	Microsoft Azure Price	Fireworks AI Price	Price Diff ↕	Sources
A100 PCIe 80GB 80GB VRAM • Microsoft Azure	$3.67/hr★ Best	Not Available	—	Azure Retail Prices API
A100 PCIe 80GB 80GB VRAM • Microsoft Azure $3.67/hour Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
A100 SXM 80GB VRAM • Microsoft Azure	$4.10/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
A100 SXM 80GB VRAM • Microsoft Azure $4.10/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
A100 SXM 40GB 40GB VRAM • Microsoft Azure	$3.40/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
A100 SXM 40GB 40GB VRAM • Microsoft Azure $3.40/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
H100 NVL 94GB VRAM • Microsoft Azure	$6.98/hr★ Best	Not Available	—	Azure Retail Prices API
H100 NVL 94GB VRAM • Microsoft Azure $6.98/hour Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
H100 SXM 80GB VRAM • Microsoft Azure	$11.06/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
H100 SXM 80GB VRAM • Microsoft Azure $11.06/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
H200 141GB VRAM • Microsoft Azure	$10.60/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
H200 141GB VRAM • Microsoft Azure $10.60/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
MI300X 192GB VRAM • Microsoft Azure	$6.00/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
MI300X 192GB VRAM • Microsoft Azure $6.00/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
Tesla T4 16GB VRAM • Microsoft Azure	$0.34/hr★ Best	Not Available	—	Azure Retail Prices API
Tesla T4 16GB VRAM • Microsoft Azure $0.34/hour Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API

A100 PCIe 80GB 80GB VRAM • Microsoft Azure	$3.67/hr★ Best	Not Available	—	Azure Retail Prices API
A100 PCIe 80GB 80GB VRAM • Microsoft Azure $3.67/hour Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
A100 SXM 80GB VRAM • Microsoft Azure	$4.10/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
A100 SXM 80GB VRAM • Microsoft Azure $4.10/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
A100 SXM 40GB 40GB VRAM • Microsoft Azure	$3.40/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
A100 SXM 40GB 40GB VRAM • Microsoft Azure $3.40/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
H100 NVL 94GB VRAM • Microsoft Azure	$6.98/hr★ Best	Not Available	—	Azure Retail Prices API
H100 NVL 94GB VRAM • Microsoft Azure $6.98/hour Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
H100 SXM 80GB VRAM • Microsoft Azure	$11.06/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
H100 SXM 80GB VRAM • Microsoft Azure $11.06/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
H200 141GB VRAM • Microsoft Azure	$10.60/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
H200 141GB VRAM • Microsoft Azure $10.60/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
MI300X 192GB VRAM • Microsoft Azure	$6.00/hr★ Best 8x GPU	Not Available	—	Azure Retail Prices API
MI300X 192GB VRAM • Microsoft Azure $6.00/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API
Tesla T4 16GB VRAM • Microsoft Azure	$0.34/hr★ Best	Not Available	—	Azure Retail Prices API
Tesla T4 16GB VRAM • Microsoft Azure $0.34/hour Updated: 10/27/2026 ★Best Price Not Available Azure Retail Prices API

LLM API Pricing Comparison

Total models: 33Both available: 0Microsoft Azure: 29Fireworks AI: 4

Showing 15 of 33 models

Prices per 1M tokens · Last updated: 10/27/2026, 2:06:19 PM

Model ↑	Microsoft Azure	Fireworks AI	Input Diff ↕
DeepSeek V4.1 Flash DeepSeek	Not available	$0.300 in $1.20 out	—
GLM-5.3 Z.ai	Not available	$1.40 in $4.40 out	—
GLM-5.3-Flash Z.ai	Not available	$0.150 in $0.500 out	—
GPT-4.1 OpenAI	$2.00 in $8.00 out	Not available	—
GPT-4.1 mini OpenAI	$0.400 in $1.60 out	Not available	—
GPT-4.1 nano OpenAI	$0.100 in $0.400 out	Not available	—
GPT-4o OpenAI	$2.50 in $10.00 out	Not available	—
GPT-5 OpenAI	$1.25 in $10.00 out	Not available	—
GPT-5 Codex OpenAI	$1.25 in $10.00 out	Not available	—
GPT-5 mini OpenAI	$0.250 in $2.00 out	Not available	—
GPT-5 Nano OpenAI	$0.050 in $0.400 out	Not available	—
GPT-5 Pro OpenAI	$15.00 in $120.00 out	Not available	—
GPT-5.1 OpenAI	$1.25 in $10.00 out	Not available	—
GPT-5.1 Codex OpenAI	$1.25 in $10.00 out	Not available	—
GPT-5.1 Codex mini OpenAI	$0.250 in $2.00 out	Not available	—

Features Comparison

Microsoft Azure

Microsoft Foundry
Unified AI platform with a catalog of models, agents, and tools for building and governing AI applications
Enterprise Integration
Seamless integration with Microsoft ecosystem and enterprise tools
Hybrid Capabilities
Strong hybrid and multi-cloud support with Azure Arc
Advanced Security
Security features and compliance certifications
Global Scale
Extensive worldwide network of data centers and edge locations

Fireworks AI

100+ Open-Source Models
Text, vision, audio, image, and embedding models, including recent releases such as Kimi K3, GLM 5.2, DeepSeek V4, MiniMax M3, and Qwen3.7 Plus
Blazing Fast Inference
Inference engine focused on throughput and latency
Fine-Tuning Suite
SFT, DPO, and reinforcement fine-tuning of models up to 1T+ parameters, from guided runs through writing your own trainer and RL loop
OpenAI- and Anthropic-Compatible API
Drop-in replacement for closed-model APIs - change the base URL to migrate, with the same SFT data format for fine-tuning
On-Demand GPUs
H100, H200, B200, B300, and GB300 deployments with per-second billing and autoscaling
Batch Processing
Async bulk inference jobs run at scale for less than standard serverless requests

Pros & Cons

Microsoft Azure

Advantages

Strong enterprise integration and support
Comprehensive AI and machine learning services
Advanced security and compliance features
Extensive hybrid cloud capabilities

Considerations

Complex pricing and billing structure
Can be expensive for certain workloads
Steeper learning curve for new users

Fireworks AI

Advantages

Low-latency inference with a focus on response times
Easy-to-use API with OpenAI and Anthropic compatibility
Wide variety of optimized open-source models
Discounted pricing for cached tokens and batch inference

Considerations

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

Compute Services

Microsoft Azure

Azure Virtual Machines

GPU-enabled VMs for various workloads

Azure Kubernetes Service (AKS)

Managed Kubernetes service with GPU support

Integrated GPU node pools
Automated scaling and updates

Azure Machine Learning

End-to-end ML platform with GPU acceleration

Automated ML capabilities
Integrated MLOps

Fireworks AI

Pricing Options

Microsoft Azure

Pay as you go

Pay for compute capacity by the second, with no long-term commitments or upfront payments

Reserved VM Instances

Significant cost reduction versus pay-as-you-go rates in exchange for a one-year or three-year term; suited to stable, predictable workloads

Spot VMs

Unused Azure compute capacity at deep discounts for interruptible workloads

Azure Hybrid Benefit

Cost savings for existing Windows Server and SQL Server licenses

Azure savings plan for compute

Save money across select compute services globally by committing to spend a fixed hourly amount for 1 or 3 years

Fireworks AI

Serverless Inference

Pay-per-token pricing across Standard, Priority, and Fast serverless tiers with postpaid billing and no cold starts

Cached tokens

Cached input tokens billed at a reduced rate on supported models

Batch processing

Async bulk inference billed at a discount to standard serverless requests

Embeddings

Embedding models billed per 1M input tokens, tiered by model parameter count

Fine Tuning

Supervised and preference fine tuning billed per 1M training tokens with LoRA or full-parameter options; reinforcement fine tuning billed per GPU hour

Serverless Training API

Shared always-on trainer pool for LoRA training with no provisioning or idle cost, billed per token prefilled, sampled, and trained

On-demand GPUs

Per-second billing for H100, H200, B200, B300, and GB300 GPU deployments with no start-up charges; region-restricted deployments in the US or Europe are priced at 1.25x the standard rate

Reserved capacity

Guaranteed capacity with higher rate limits and earliest access to new hardware, arranged through sales

Getting Started

Microsoft Azure

Get Started

1
Create an Azure account
Sign up for Azure and get started with free credits
2
Set up your environment
Configure your subscription, resource groups, and access controls
3
Choose compute services
Select from VMs, containers, or serverless based on your needs
4
Deploy resources
Launch your first GPU-enabled instance or AI service

Fireworks AI

Get Started

1
Explore Model Library
Browse 100+ 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

Support & Global Availability

Microsoft Azure

Global Regions

60+ regions worldwide with multiple availability zones

Support

Basic, Developer, Standard, and Professional Direct support plans with 24/7 options. Extensive documentation and community resources.

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