Keywords AI

Fal.ai vs Modal

Compare Fal.ai and Modal side by side. Both are tools in the Inference & Compute category.

Quick Comparison

	Fal.ai	Modal
Category	Inference & Compute	Inference & Compute
Pricing	usage-based	Usage-based
Best For	Developers building generative media applications	Python developers who want serverless GPU infrastructure without managing containers or Kubernetes
Website	fal.ai	modal.com
Key Features	Media inference Image generation Video generation Serverless	Serverless cloud for AI Python-native container orchestration Auto-scaling GPU infrastructure Pay-per-second billing Built-in web endpoints
Use Cases	—	Serverless model inference Data processing pipelines Batch jobs with GPU acceleration Development environments with GPUs Auto-scaling AI APIs

When to Choose Fal.ai vs Modal

Choose Modal if you need

Serverless model inference
Data processing pipelines
Batch jobs with GPU acceleration

Pricing: Usage-based

About Fal.ai

The standard for media inference — images and video generation at scale.

View Fal.ai profile →Visit website

About Modal

Modal is a serverless cloud platform for running AI workloads with zero infrastructure management. Developers write Python code and Modal handles containerization, GPU provisioning, scaling, and scheduling automatically. The platform supports GPU-accelerated functions, scheduled jobs, web endpoints, and batch processing, making it particularly popular for ML pipelines, model serving, and data processing tasks.

View Modal profile →Visit website

What is Inference & Compute?

Platforms that provide GPU compute, model hosting, and inference APIs. These companies serve open-source and third-party models, offer optimized inference engines, and provide cloud GPU infrastructure for AI workloads.

Browse all Inference & Compute tools →