Modal

Name: Modal GPU Cloud
Brand: Modal
Availability: InStock
Rating: 9.0 (161 reviews)

🤖 Managed Inference

Serverless Inference, Ad-hoc Python scripts, Quick Prototyping

🏢 New York, NY, USA📅 Since 2021★ 9.0/10🌐 Website ↗

Avg Latency

~1-2 seconds (Cold Start)

Rate Limits

Massively Scalable

Free Tier

✓ Available

API Protocol

Custom SDK / Client

Serverless Python on Steroids

Modal is not a traditional API provider; it is a serverless cloud computing platform that feels like magic. Instead of writing Dockerfiles, configuring Kubernetes, or dealing with CI/CD pipelines, a developer simply adds a `@stub.function(gpu=”A100″)` decorator to their local Python code. When they run the script, Modal automatically packages the environment, ships it to the cloud, executes the function on an NVIDIA A100 GPU, and returns the result to the local terminal in seconds.

Massive Scale-Out Capabilities

Modal is the weapon of choice for data engineers and AI researchers who need to execute massive parallel tasks. Whether scraping 100,000 websites, running batch inference on a massive dataset, or dynamically rendering 3D video frames, Modal can instantly scale a single Python function across 1,000 concurrent GPUs, execute the workload, and scale back down to zero, billing only for the exact seconds the compute was utilized.

The Modern AI Infrastructure

Because Modal allows developers to run arbitrary Python, it is incredibly popular for hosting custom ML models that don’t fit neatly into standard OpenAI-compatible APIs. Developers can use Modal to host complex Agentic workflows, multi-step LangChain processes, or custom fine-tuned vision models, exposing them instantly as scalable webhooks with a single line of code.

Supported Workloads

Custom PythonLLMVisionScraping

Pros & Cons

Pros

The most magical developer experience in the industry
Run massive cloud GPUs from local Python scripts
Instant scale-out to thousands of containers

Cons

Not a standard REST API (requires Python)
Vendor lock-in to Modal's architecture
Not a simple "pay per token" provider

Served Models

Bring Your Own Code/Model

Data Privacy Policy

SOC 2 Type II

Custom SDK / Client

Custom Integration. This provider requires their own specific SDKs or libraries to interact with the models. See official documentation.

Quick Start Snippet

Python

import requests
headers = {
 'Authorization': 'Bearer YOUR_API_KEY',
 'Content-Type': 'application/json'
}
data = {
 'model': 'your-chosen-model',
 'prompt': 'Hello, world!'
}
response = requests.post('https://modal.com/v1/completions', headers=headers, json=data)

View Official Documentation →

Website

Visit Official Site ↗

Billing Model

Per-second billing

You are charged exclusively for the duration the GPU is actively processing your request. Excellent for bursty workloads.

Generous Free Tier Available

Start building without a credit card. Perfect for prototyping and testing the API before scaling into production workloads.

View Official Pricing Schedule →

All-Modal AI Foundation Model Matrix Expands Further: Zhuoyue Ruixin Integrates World Labs' World Model to Push the Boundaries of Physical-Digital Convergence