# Modal: what AI models say (September 2026)

Source: Memetik Index, https://www.memetik.ai/vendors/modal
Website: https://modal.com

Modal was named in 34 of 50 AI answers across 1 category. Best position: Inference hosting, 68% answer share, ranked #5, named first in 4%.

## What Modal is

Modal is AI infrastructure for developers running inference, model training, batch processing and sandboxes in production. It is for teams that need to run AI workloads and isolated environments for untrusted code.

Developers define cloud environments in Python code. Modal runs workloads across clouds and regions, with autoscaling for demand. It supports inference, training and batch processing, while providing logging and visibility across functions, sandboxes and containers. It includes $30 per month of free compute.

Pricing: It includes $30 per month of free compute.
(From Modal's own website, read 2026-09-02.)

## By category

| Category | Rank | Answer share | Named first | Models |
|---|---|---|---|---|
| Inference hosting (https://www.memetik.ai/index/inference-hosting) | #5 of 18 | 68% | 4% | GPT-5.6 Sol, ChatGPT, GPT-5.6 Luna, Claude Opus 5, Claude, Claude Fable 5, Gemini, Gemini 3.5 Flash, Sonar Reasoning Pro |

## What the models said

> "Short answer For most developers in 2026, I’d recommend [Modal] as the default platform for hosting and serving open-source models."
> — GPT-5.6 Luna, Inference hosting

> "Custom inference code or multi-model pipeline Choose Baseten or Modal."
> — GPT-5.6 Sol, Inference hosting

> "Use Runpod or Modal if cost control, custom Python logic, or unusual dependencies matter more than managed operations."
> — ChatGPT, Inference hosting

> "Replicate offers a community model marketplace with rapid deployment, while Modal provides serverless GPU compute."
> — Claude, Inference hosting