Modular (Mojo/MAX) review

Updated September 28, 2026 · DeployCue Editorial Team · Facts checked September 26, 2026

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Our verdict

Modular (Mojo/MAX) fits teams that want GPU compute and model serving from a single provider, with SOC 2 Type 2 certification and a top context window of 10,000,000. Per-minute billing and credits for new accounts suit short runs, and several accelerator suppliers give you room to switch.

Key facts

Best for
A single bill for GPU compute and hosted models, with per-minute metering and credits for new accounts.
GPU models
NVIDIA B200, AMD MI355X, Google TPU, AWS Trainium, Qualcomm AI100, Qualcomm AI200↗
Billing granularity
Per minute↗
Free credits
Free credits included with new Modular Cloud accounts (1 credit = USD 1)↗
Compliance certifications
SOC 2 Type 2↗
Legal entity
Modular Inc↗
Headquarters
United States↗
Support channels
Email, Chat, Help-centre, Community↗
Pricing model
Hourly billing, Free tier
Official website
modular.com

LLM APIs

Input price from
$0.10 to $1.74↗
Output price from
$0.25 to $4.40↗
Models offered
GLM 5.2, Gemma 4 31B, MiniMax M3, Kimi K2.7 Code, FLUX.2 Klein 4B, DeepSeek V3.2, DeepSeek V4 Flash, DeepSeek V4 Pro, Mistral Nemo, Nemotron 3 Ultra, GPT-OSS-120b, GPT-OSS-20b, MiMo-V2.5-Pro, GLM 5.3, Qwen3.5-397B-A17B, Gemma 4 26B A4B, Llama 4 Maverick, Llama 4 Scout, Kimi K2.5, Kimi K2.6, GLM 5.3 Flash, Inkling, FLUX.2 Dev, FLUX.2 Klein 9B, Wan 2.2 I2V A14B, Wan 2.2 T2V A14B, Wan 2.2 TI2V 5B, LTX-2.3↗
Largest context window
10,000,000↗
OpenAI-compatible API
Yes↗

Facts checked September 26, 2026, 4 sources

Apps and profiles

Pros and cons

Pros

  • GPU choice covers NVIDIA B200, AMD MI355X and Google TPU, so several accelerator families sit in a single account.
  • On the hourly model, input prices run $0.10 to $1.74 and output prices $0.25 to $4.40.
  • Billing granularity is per minute, so short runs stop at the minute.
  • A top context window of 10,000,000 against a 1,000,000 median across the sites listed.

Cons

  • Support runs on email, chat and help centre only, with no phone line among the listed routes.
  • Entry input pricing of $0.10 to $1.74 sits above the €0.04 median across the GPU providers listed.
  • Model calls bill on the hourly and free tier model, so per minute metering mainly helps GPU work.
Modular (Mojo/MAX)

Ready to try Modular (Mojo/MAX)?

Scored 9.0 / 10 by DeployCue.

Who it suits

  • Teams that want training and inference from a single provider, with SOC 2 Type 2 certification behind it.
  • Developers already on OpenAI-compatible clients, since the API keeps that format.
  • Small teams trying hosted models first, since new Modular Cloud accounts come with credits at no cost.

Who should look elsewhere

  • Buyers who want a short NVIDIA list: SberCloud lists B300, H100 and A100.
  • Anyone shopping the widest hardware table: ComputePrices.com lists H100 SXM, A100 SXM and H200.
  • Teams after spare consumer cards rather than data-centre parts: Salad lists NVIDIA RTX 3060, NVIDIA RTX 3070 and NVIDIA RTX 3070 Ti.

Frequently asked questions

How is GPU time billed?+

GPU work is metered per minute on Modular (Mojo/MAX), and the service also bills on the hourly and free tier model. Short jobs therefore stop at the minute rather than rounding to a full hour, which suits training runs and inference endpoints that idle between bursts.

What does it cost to call the hosted models?+

On the hourly model, input prices run $0.10 to $1.74 and output prices $0.25 to $4.40. Those entry points sit above the €0.04 median and the €0.14 median recorded across the GPU providers on the site, so expect a higher token bill than at the cheapest listings.

Which hardware can I rent?+

The GPU line-up covers NVIDIA B200, AMD MI355X and Google TPU. That spread matters if you want to weigh a NVIDIA part against an AMD, TPU, Trainium or Qualcomm option inside the same account, rather than moving between separate vendor catalogues.

Is there a free tier or new account credit?+

New Modular Cloud accounts come with credits, so a first API call or a short GPU run can start before any spend. Billing runs on the hourly and free tier model, and the OpenAI-compatible API means those early calls use client code you already have.

How large a context window do I get?+

The largest context window in the catalogue is 10,000,000, against a 1,000,000 median across the sites listed. That gap suits long documents and codebases in a single request, though the window attached to a specific model is what your code sees.

Which models can I call?+

The catalogue covers GLM 5.2, Gemma 4 31B and MiniMax M3, spanning general chat, coding, and image and video models. Names are written as they appear in the model list, so you can compare them directly with the OpenAI-compatible client you already run.

What certifications does Modular hold?+

Modular Inc is a US company listed under US, and its compliance certifications cover SOC 2 Type 2. Buyers who need a formal audit trail for their own customers should check that the certificate covers the products and regions they buy.

How do I get support?+

Support runs on email, chat and help centre. Email, chat and a help centre cover most questions, with a community channel for shared problems, but phone is not among the listed routes, so urgent issues need a different approach.

Sources

  • docs.modular.com/administration/billing checked September 26, 2026

    Backs: Free credits

    “On the Starter plan, you must have credits to send inference requests. New Modular Cloud accounts include free credits, so you can start making requests right away.”

  • docs.modular.com/models.md checked September 26, 2026

    Backs: Largest context window, Models offered

    “Llama 4 Scout ... 10M”

  • modular.com/legal/terms checked September 26, 2026

    Backs: Headquarters, Legal entity

    “Modular Inc with offices located at 199 1st Street, Los Altos, CA 94022, USA”

  • modular.com/pricing checked September 26, 2026

    Backs: Billing granularity, Compliance certifications, GPU models, Input price from, Pricing model, OpenAI-compatible API, Output price from, Support channels

    “Modular runs all the latest open models in a shared endpoint (shared GPUs, billed on a $ / token basis), or a dedicated (dedicated GPUs, billed on $ / per minute basis) on our cloud infrastructure.”

Compiled from 4 source pages, checked September 26, 2026. We did not open an account.

Not confirmed yet: GPU hour from, Egress fee.

Modular (Mojo/MAX)

Modular (Mojo/MAX)

A single bill for GPU compute and hosted models, with per-minute metering and credits for new accounts.

9.0/10See alternatives