Toolbit.ai
Toolbit.ai

Modal

Simplify AI infrastructure management for developers

Monthly Visits: 451.1K
Usage-Based
Free Version
API Available
Visit Website
Modal

What is Modal?

Modal lets developers deploy AI/ML applications without wrestling with cloud infrastructure. Just add Python decorators to your code and get instant access to hundreds of GPUs. It handles scaling, container management, and costs automatically so you can focus on building.

Key Features of Modal

  1. 1

    Instant scaling

    Deploy from zero to hundreds of GPUs in seconds

  2. 2

    Python-first

    Define infrastructure alongside code with decorators

  3. 3

    Pay-per-use

    Only pay for active compute time by the second

  4. 4

    Cold start optimization

    Load multi-GB models in seconds for fast inference

  5. 5

    Managed storage

    Mount distributed volumes for data/weights

Modal AI Tool Use Cases

  • ๐Ÿš€
    Deploy generative AI models at scale
  • โš™๏ธ
    Run parallel ML training jobs
  • ๐Ÿ“Š
    Process high-volume data batches
  • ๐Ÿค–
    Host custom model endpoints
  • ๐Ÿ”ฌ
    Evaluate models during training

FAQs from Modal

How quickly can I deploy an AI model?

Modal offers sub-second container starts, letting you deploy models in seconds using Python decorators.

Can I use custom ML frameworks?

Yes, you can deploy any Python code with custom dependencies and container requirements.

What happens when my app isn't running?

You only pay for active compute time, scaling to zero when idle to minimize costs.

Pros & Cons of Modal

Pros (4)

  • Eliminates DevOps overhead for AI projects
  • Unmatched cold start performance vs AWS Lambda
  • $30/month free tier for experimentation
  • Seamless scaling from prototype to production

Cons (3)

  • Primarily optimized for Python workflows
  • Requires understanding of containerized apps
  • Costs can escalate with heavy GPU usage

Modal's Pricing Plans

Free Tier

monthly
$30/month credit

Features

  • Includes 750 GPU-minutes
  • Community support
  • Basic compute resources
For the latest pricing info, pleaseย visit the official website

More Info About Modal

Who is using modal?

This tool is best for:

  1. ML Engineers
  2. AI Developers
  3. Data Science Teams
  4. Startup CTOs

Modal's Tags

Explore more niche AI tool websites by clicking on a tag* (works only if it has enough tools).

#ServerlessAI #CloudGPU#PythonDev

Integrate Modal With These Apps

Modal can be integrated with these apps and services:

  • AWS S3
  • Slack
  • GitHub

Modal Social Media

Visit Modal on social media to stay updated with the latest news and features.

Website Analytics of Modal

Modal Website Traffic & SEO Analysis:

Recent data shows that Modal has 451.1K monthly visits (30.9% increase from the previous month), 38.0% bounce rate, and average 6.97 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 5 countries worldwide, led by United States contributing 46% of total traffic. SEO performance is shown by 5 tracked keywords, with "modal" being the top-performing keyword with 330.5K monthly searches. See below for more info.

Monthly Visits

451.1K

(+30.9%)

Pages per Visit

6.97

Bounce Rate

38.0%

Average Time on Site

6m 44s

Traffic Trend(May 2025 - Jul 2025)

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Top Keywords

SEO KeywordVolumeCPC
modal
330.5K$1.51
modal labs
3.8K$4.18
modal ai
4.8K$4.41
modal pricing
1.1K$7.43
fireworks ai
21.6K-

Traffic Sources Distribution

Traffic Share by Source

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Source Breakdown Details

SourceTraffic Share
Direct
54%
Search
36%
Social
3%
Referrals
7%

Global Traffic Distribution

Traffic Share by Country

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Geographic Breakdown Details of top 5 countries

Country NameTraffic Share
United States46%
India9%
Brazil8%
Germany3%
United Kingdom3%
Analytics data is estimated (from third-party analytics providers) and for reference only.

๐Ÿš€ Modal Launch Badge

Promote your Toolbit Launch by using the badge on your website. It can be inserted on your home page or footer easily.

How to use: Simply copy and paste the embed code into your homepage or footer HTML to display it instantly and build community support.

ToolBit badge

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