Best AI Inference Platforms

Platforms for running AI model inference at scale. Compare speed, pricing, model support, and features for production deployments.

5 tools·Updated February 2025
1
F

Fireworks AI

Fastest generative AI inference platform

InfrastructureFreemiumLow setup
Low-latency inferenceFunction callingProduction AI
2
G

Groq

Fastest AI inference with custom LPU hardware

InfrastructureFreemiumLow setup
Real-time AIHigh-throughput inferenceLow-latency applications
3
M

Modal

Serverless cloud for AI/ML workloads

InfrastructureFreemiumLow setup
ML model servingGPU computeData processing
4
R

Replicate

Run and deploy ML models with a simple API

InfrastructureFreemiumLow setup
Model inferenceImage generationAudio processing
5
T

Together AI

Fast inference platform for open-source AI models

InfrastructurePaidLow setup
Model inferenceFine-tuningCustom training

Head-to-Head Comparisons

Detailed side-by-side analysis of popular tools

Replicate vs Modal

Replicate is best when you want to run thousands of pre-built models with a simple API and no infrastructure. Modal is best when you need to run custom code, GPU workloads, or full control over your ML pipeline. Use Replicate for inference-as-a-service; use Modal for custom compute.

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