What is the difference between Fireworks AI and Mistral AI?

Fireworks AI and Mistral 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: Fireworks AI or Mistral 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 Fireworks AI and Mistral 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.

Fireworks AI vs Mistral AI

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

Fireworks AI

Provider 1

Models Available

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Mistral AI

Provider 2

Models Available

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Comparison Overview

Total LLM Models

Fireworks AI Models

Mistral AI Models

Direct Comparisons

LLM API Pricing Comparison

Total models: 11Both available: 1Fireworks AI: 4Mistral AI: 8

Showing 11 of 11 models

Prices per 1M tokens · Last updated: 10/26/2026, 12:40:33 AM

Model ↑	Fireworks AI	Mistral AI	Input Diff ↕
Codestral 25.08 Mistral	Not available	$0.300 in $0.900 out	—
DeepSeek V4.1 Flash DeepSeek	$0.300 in $1.20 out	Not available	—
GLM-5.3 Z.ai	$1.40 in $4.40 out	$1.40 in $4.40 out	$0.0000
GLM-5.3-Flash Z.ai	$0.150 in $0.500 out	Not available	—
MiniMax-M3.1-Flash MiniMax	$0.150 in $0.600 out	Not available	—
Ministral 3 14B Mistral	Not available	$0.200 in $0.200 out	—
Ministral 3B Mistral	Not available	$0.100 in $0.100 out	—
Ministral 8B Mistral	Not available	$0.150 in $0.150 out	—
Mistral Large 3 Mistral	Not available	$0.500 in $1.50 out	—
Mistral Medium 3.5 Mistral	Not available	$1.50 in $7.50 out	—
Mistral Small 4 Mistral	Not available	$0.150 in $0.600 out	—

Features Comparison

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
Industry-leading throughput and latency with fast inference engine
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

Mistral AI

Mistral Model Family
Access to latest models including Mistral 3, Small 4, Medium 3.5, and specialized models like Codestral and Voxtral TTS
Vibe AI Agent
Unified agent for long-horizon productivity and coding tasks, available on web, mobile, CLI, and IDE
Studio Developer Platform
Complete AI development environment with API playground, agent orchestration, and deployment tools
Forge Model Training
Train, align, and evaluate custom AI models with enterprise domain adaptation
Mistral Compute
Frontier-scale infrastructure for training and inference with dedicated GPU clusters
Open-Source Models
Leading open-weight models including Mistral 7B, Mixtral 8x7B, and Mistral Nemo under Apache 2.0

Pros & Cons

Fireworks AI

Advantages

Lightning-fast inference with industry-leading 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

Mistral AI

Advantages

Strong open-source model ecosystem with Apache 2.0 licensing
Comprehensive AI platform beyond just inference APIs
European company with EU data residency options
Excellent code generation with dedicated Codestral model and Vibe coding agent

Considerations

Newer platform with less third-party ecosystem compared to OpenAI
Complex product suite may require learning curve for new users
Enterprise features still maturing compared to hyperscale providers

Compute Services

Fireworks AI

Mistral AI

Pricing Options

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

Mistral AI

Vibe Subscription Plans

Free, Pro, Team, and Enterprise tiers with varying usage limits and features

API Pay-per-token

Per million token pricing with separate input and output rates

Free tier

Rate-limited free access for experimentation

Enterprise deployments

Custom models, private deployments, and dedicated infrastructure

Getting Started

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

Mistral AI

Get Started

1
Create an account
Sign up at console.mistral.ai to access Vibe and Studio
2
Choose your starting point
Use Vibe for AI agent tasks or Studio for API development
3
Generate API key
Create an API key from Studio for programmatic access
4
Install tools
Install Vibe CLI, SDK (mistralai), or use web interfaces
5
Start building
Make your first API call or run tasks in Vibe

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

Mistral AI

Global Regions

EU (France) primary hosting with global availability. Azure, AWS Bedrock, and Google Vertex AI deployment options for data residency requirements

Support

Documentation, Discord community, Vibe chat interface, email support, and enterprise support plans