What is the difference between Deep Infra and Modal?

Deep Infra and Modal are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Deep Infra or Modal?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Deep Infra and Modal?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 11 different GPU models across both Deep Infra and Modal, with 0 models available from both providers.

Deep Infra vs Modal

Compare GPU and LLM inference API pricing between Deep Infra and Modal. Find the best rates for AI training, inference, and ML workloads.

Deep Infra

Provider 1

GPUs Available

Visit Website

Modal

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Deep Infra GPUs

Modal GPUs

Direct Comparisons

Average Price Difference: $1.14/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 11Both available: 5Deep Infra: 5Modal: 11

Showing 11 of 11 GPUs

Last updated: 11/2/2026, 7:54:32 AM

GPU Model ↑	Deep Infra Price	Modal Price	Price Diff ↕	Sources
A10 24GB VRAM • Modal	Not Available	$1.10/hr★ Best	—	Modal
A10 24GB VRAM • Not Available Modal $1.10/hour Updated: 11/2/2026 ★Best Price Modal
A100 PCIE 40GB VRAM • Modal	Not Available	$2.10/hr★ Best	—	Modal
A100 PCIE 40GB VRAM • Not Available Modal $2.10/hour Updated: 11/2/2026 ★Best Price Modal
A100 SXM 80GB VRAM • Deep InfraModal	$1.49/hr★ Best	$2.50/hr	↓$1.01(40.4%)	Deep Infra Modal
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Modal $2.50/hour Updated: 11/2/2026 Price Difference:↓$1.01(40.4%) Deep Infra Modal
B200 180GB VRAM • Deep InfraModal	$4.89/hr★ Best	$6.25/hr	↓$1.36(21.8%)	Deep Infra Modal
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Modal $6.25/hour Updated: 11/2/2026 Price Difference:↓$1.36(21.8%) Deep Infra Modal
H100 SXM 80GB VRAM • Deep InfraModal	$2.90/hr★ Best	$3.95/hr	↓$1.05(26.6%)	Deep Infra Modal
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Modal $3.95/hour Updated: 11/2/2026 Price Difference:↓$1.05(26.6%) Deep Infra Modal
H200 141GB VRAM • Deep InfraModal	$3.49/hr★ Best	$4.54/hr	↓$1.05(23.1%)	Deep Infra Modal
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Modal $4.54/hour Updated: 11/2/2026 Price Difference:↓$1.05(23.1%) Deep Infra Modal
HGX B300 288GB VRAM • Deep InfraModal	$5.89/hr★ Best	$7.10/hr	↓$1.21(17.0%)	Deep Infra Modal
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Modal $7.10/hour Updated: 11/2/2026 Price Difference:↓$1.21(17.0%) Deep Infra Modal
L4 24GB VRAM • Modal	Not Available	$0.80/hr★ Best	—	Modal
L4 24GB VRAM • Not Available Modal $0.80/hour Updated: 11/2/2026 ★Best Price Modal
L40S 48GB VRAM • Modal	Not Available	$1.95/hr★ Best	—	Modal
L40S 48GB VRAM • Not Available Modal $1.95/hour Updated: 11/2/2026 ★Best Price Modal
RTX PRO 6000 96GB VRAM • Modal	Not Available	$3.03/hr★ Best	—	Modal
RTX PRO 6000 96GB VRAM • Not Available Modal $3.03/hour Updated: 11/2/2026 ★Best Price Modal
Tesla T4 16GB VRAM • Modal	Not Available	$0.59/hr★ Best	—	Modal
Tesla T4 16GB VRAM • Not Available Modal $0.59/hour Updated: 11/2/2026 ★Best Price Modal

A10 24GB VRAM • Modal	Not Available	$1.10/hr★ Best	—	Modal
A10 24GB VRAM • Not Available Modal $1.10/hour Updated: 11/2/2026 ★Best Price Modal
A100 PCIE 40GB VRAM • Modal	Not Available	$2.10/hr★ Best	—	Modal
A100 PCIE 40GB VRAM • Not Available Modal $2.10/hour Updated: 11/2/2026 ★Best Price Modal
A100 SXM 80GB VRAM • Deep InfraModal	$1.49/hr★ Best	$2.50/hr	↓$1.01(40.4%)	Deep Infra Modal
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Modal $2.50/hour Updated: 11/2/2026 Price Difference:↓$1.01(40.4%) Deep Infra Modal
B200 180GB VRAM • Deep InfraModal	$4.89/hr★ Best	$6.25/hr	↓$1.36(21.8%)	Deep Infra Modal
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Modal $6.25/hour Updated: 11/2/2026 Price Difference:↓$1.36(21.8%) Deep Infra Modal
H100 SXM 80GB VRAM • Deep InfraModal	$2.90/hr★ Best	$3.95/hr	↓$1.05(26.6%)	Deep Infra Modal
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Modal $3.95/hour Updated: 11/2/2026 Price Difference:↓$1.05(26.6%) Deep Infra Modal
H200 141GB VRAM • Deep InfraModal	$3.49/hr★ Best	$4.54/hr	↓$1.05(23.1%)	Deep Infra Modal
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Modal $4.54/hour Updated: 11/2/2026 Price Difference:↓$1.05(23.1%) Deep Infra Modal
HGX B300 288GB VRAM • Deep InfraModal	$5.89/hr★ Best	$7.10/hr	↓$1.21(17.0%)	Deep Infra Modal
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Modal $7.10/hour Updated: 11/2/2026 Price Difference:↓$1.21(17.0%) Deep Infra Modal
L4 24GB VRAM • Modal	Not Available	$0.80/hr★ Best	—	Modal
L4 24GB VRAM • Not Available Modal $0.80/hour Updated: 11/2/2026 ★Best Price Modal
L40S 48GB VRAM • Modal	Not Available	$1.95/hr★ Best	—	Modal
L40S 48GB VRAM • Not Available Modal $1.95/hour Updated: 11/2/2026 ★Best Price Modal
RTX PRO 6000 96GB VRAM • Modal	Not Available	$3.03/hr★ Best	—	Modal
RTX PRO 6000 96GB VRAM • Not Available Modal $3.03/hour Updated: 11/2/2026 ★Best Price Modal
Tesla T4 16GB VRAM • Modal	Not Available	$0.59/hr★ Best	—	Modal
Tesla T4 16GB VRAM • Not Available Modal $0.59/hour Updated: 11/2/2026 ★Best Price Modal

LLM API Pricing Comparison

Total models: 67Both available: 0Deep Infra: 67Modal: 0

Showing 15 of 67 models

Prices per 1M tokens · Last updated: 11/2/2026, 7:54:32 AM

Model ↑	Deep Infra	Modal	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5.5 Anthropic	$2.00 in $10.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	Not available	—
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	Not available	—
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.260 in $0.380 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.060 in $0.180 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—

Features Comparison

Deep Infra

Drop-in OpenAI Replacement
OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling
Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs
Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing
Owned Inference Infrastructure
Runs on its own inference-optimized hardware in US-based data centers rather than rented capacity
Comprehensive AI APIs
Support for text generation, vision and OCR, embeddings and reranking, image, video and music generation, and speech recognition and synthesis

Modal

Serverless GPUs
Run Python functions on NVIDIA GPUs without provisioning instances; cold starts in seconds
Per-Second Billing
Pay for actual GPU runtime at sub-minute granularity, with scale-to-zero by default
Container-Native
Define environments in code, with automatic image building and caching
Wide GPU Catalog
From T4 and L4 through A100, L40S, H100, H200 and B200

Pros & Cons

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for NVIDIA GPUs including B200 and B300
Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
Supports custom deployments in addition to hosted public models

Considerations

Infrastructure is US-based only, with no published international regions
Primarily focused on inference and GPU rentals rather than broader cloud services
Newer player compared to established cloud providers

Modal

Advantages

Serverless model removes idle-instance costs
Per-second billing across the full GPU range
Strong fit for inference, batch jobs and ML pipelines

Considerations

Long-running, fixed-instance training is not the primary use case
Cold starts and storage limits require some application design
No bare-metal access; workloads run inside Modal's runtime

Compute Services

Deep Infra

Serverless Inference

Hosted model APIs with autoscaling on Deep Infra's own inference infrastructure.

Drop-in OpenAI replacement - swap base URL, keep existing code
100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

Rent a B200 or B300 cluster and run arbitrary workloads
On-demand DGX B300 configurations billed per instance-hour

Modal

Pricing Options

Deep Infra

Serverless pay-per-token

OpenAI-compatible inference APIs billed per input and output token, with no idle GPU time or minimums

Dedicated GPU hourly rates

Published transparent hourly pricing for A100, H100, H200, B200, and B300 GPUs with pay-as-you-go billing

Per-execution-time billing

Non-LLM models are billed for inference execution time rather than per token

Cached input pricing

Prompt-cached input tokens are billed at a lower rate than uncached input tokens

No long-term commitments

Flexible hourly billing for dedicated instances with no prepayments, contracts, or minimums required

Modal

Per-Second GPU Billing

Charged per second of GPU runtime, with scale-to-zero when idle

Free Tier

Monthly free credits for experimentation and personal projects

Team and Enterprise Plans

Volume commitments and enterprise support for production deployments

Getting Started

Deep Infra

Get Started

1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
2
Enable billing
Add a payment method to unlock GPU rentals and API usage
3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, B200, or B300 instances
4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle

Modal

Get Started

1
Install the SDK
Run `pip install modal` and authenticate via the CLI
2
Define a function
Decorate a Python function with the desired GPU and image specification
3
Run or deploy
Invoke locally or deploy as a long-lived endpoint or scheduled job

Support & Global Availability

Deep Infra

Global Regions

Runs on self-operated, inference-optimized infrastructure in US-based data centers; no international region list is published.

Support

Documentation site, dashboard guidance, Discord community, feedback email (feedback@deepinfra.com), and contact-sales options.

Modal

Global Regions

Multi-region availability across North America and Europe

Support

Documentation, community forum, and enterprise support for paid plans