Modal

Reviewed by Shawn H. — Founder, AITrustList

Last verified Aug 5, 2026MethodologyAI tools are ranked by traffic signals, not paid placement.

Pros & cons

Independently written by the AITrustList editorial team.

Pros

Free tier includes $30 in compute credits monthly
Auto-scales from 0 to 1000+ containers instantly
Pay-per-second billing, no idle charges
Python-native SDK with simple decorator syntax
Supports H100, A100, A10G, L4, T4 GPUs
Built-in web endpoints, cron, and queue support

+1 more pro not shown

Cons

GPU hours expensive, H100 around $3+/hour
Cold start latency on first function invocation
Python-only runtime, no multi-language support
Cloud-only deployment, no on-prem option
Requires Modal CLI and account for local dev
Egress and storage fees add up at scale

+1 more con not shown

Modal Overview

What is Modal?

Modal is a serverless compute platform that lets developers run Python code on cloud infrastructure without managing servers, with automatic scaling and GPU support for AI workloads.

How to use Modal?

Developers define functions and workloads in Python code using Modal's SDK, deploy to the cloud with a single command, and automatically get scaling, GPU allocation, and monitoring without infrastructure management.

Core features of Modal

Serverless Python compute with sub-second cold starts
Instant autoscaling from 0 to 1000+ GPUs
Global GPU infrastructure across multiple clouds
Integrated observability and logging
SOC2 and HIPAA compliance with data residency controls

Target audience of Modal

AI DevelopersDevelopersResearchers

Use cases of Modal

#1Deploy and scale LLM inference with auto-scaling
#2Fine-tune open-source models on multi-GPU clusters
#3Run parallel batch processing for embeddings and evals
#4Execute secure, isolated coding agents at scale
#5Multi-modal inference for images, video, and audio

Modal Details

Modal is a serverless cloud platform designed for AI and data-intensive workloads. It enables developers to run CPU, GPU, and data processing tasks at scale with sub-second cold starts and instant autoscaling. The platform supports inference for LLMs and multi-modal models, training with single or multi-node configurations, and sandboxes for secure code execution. Modal handles global GPU infrastructure allocation, providing access to H100s, A100s, and A10Gs on demand with automated fleet health management. Security features include SOC2 and HIPAA compliance, battle-tested isolation, and data residency controls. The platform offers integrated observability with logging and monitoring for production-ready deployments.

Modal Pricing

Pricing model

Freemium

Pricing URL

https://modal.com/pricing

Modal Company and Links

About

https://modal.com/company

FAQ from Modal

What compute types does Modal support?

Modal supports CPU, GPU (including H100, A100, A10G), and memory-intensive workloads with configurable hardware specifications.

How does autoscaling work?

Modal automatically scales from zero to 1000+ GPUs instantly based on workload demand, with no capacity planning or commitments required.

What security certifications does Modal have?

Modal is SOC2 and HIPAA compliant with battle-tested isolation and data residency controls for enterprise workloads.

Modal Website Traffic Analysis

Visit Over Time

Monthly Visits986.7K

Avg. Visit Duration06:18

Page per Visit7.55

Bounce Rate37.74%

Jul 2025 - Jun 2026 All Traffic

Geography

Top 5 Regions

📍United States

36.52%

📍India

7.98%

📍United Kingdom

4.82%

📍Brazil

3.28%

📍Korea, Republic of

3.01%

Jul 2025 - Jun 2026 Desktop Only

Traffic Sources

Direct

72.06%

Organic Search

17.98%

Organic Social

4.94%

Referrals

2.54%

GenAI

1.20%

Mail

0.90%

Display Ads

0.21%

Paid Search

0.12%

Paid Social

0.06%

Affiliate

0.00%

Jul 2025 - Jun 2026 Worldwide Desktop Only

AI Referral Traffic

ChatGPT

79.4%

Google Gemini

12.5%

Claude

7.6%

Jul 2025 - Jun 2026 AI Engine Share Trends

Top Keywords

Keyword	Traffic	Cost Per Click
modal	146.1K	$ 0.54
modal labs	11.6K	$ 5.73
modal ai	6.2K	$ 1.04
modal pricing	4.4K	$ 3.92
modal status	1.6K	--

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