What is the difference between Baseten and Deep Infra?

Baseten and Deep Infra 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: Baseten or Deep Infra?

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 Baseten and Deep Infra?

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 9 different GPU models across both Baseten and Deep Infra, with 0 models available from both providers.

Baseten vs Deep Infra

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

Baseten

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Baseten GPUs

Deep Infra GPUs

Direct Comparisons

Average Price Difference: $3.80/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 9Both available: 4Baseten: 8Deep Infra: 5

Showing 9 of 9 GPUs

Last updated: 10/22/2026, 8:01:16 PM

GPU Model ↑	Baseten Price	Deep Infra Price	Price Diff ↕	Sources
A10 24GB VRAM • Baseten	$1.21/hr★ Best	Not Available	—	Baseten
A10 24GB VRAM • Baseten $1.21/hour Updated: 10/22/2026 ★Best Price Not Available Baseten
A100 SXM 80GB VRAM • BasetenDeep Infra	$4.00/hr	$1.49/hr★ Best	↑+$2.51(+168.5%)	Baseten Deep Infra
A100 SXM 80GB VRAM • Baseten $4.00/hour Updated: 10/22/2026 Deep Infra $1.49/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$2.51(+168.5%) Baseten Deep Infra
B200 180GB VRAM • BasetenDeep Infra	$9.98/hr	$4.89/hr★ Best	↑+$5.09(+104.1%)	Baseten Deep Infra
B200 180GB VRAM • Baseten $9.98/hour Updated: 10/22/2026 Deep Infra $4.89/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$5.09(+104.1%) Baseten Deep Infra
H100 SXM 80GB VRAM • BasetenDeep Infra	$6.50/hr	$2.90/hr★ Best	↑+$3.60(+124.1%)	Baseten Deep Infra
H100 SXM 80GB VRAM • Baseten $6.50/hour Updated: 10/22/2026 Deep Infra $2.90/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$3.60(+124.1%) Baseten Deep Infra
H200 141GB VRAM • BasetenDeep Infra	$7.50/hr	$3.49/hr★ Best	↑+$4.01(+114.9%)	Baseten Deep Infra
H200 141GB VRAM • Baseten $7.50/hour Updated: 10/22/2026 Deep Infra $3.49/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$4.01(+114.9%) Baseten Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$5.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $5.89/hour Updated: 10/22/2026 ★Best Price Deep Infra
L4 24GB VRAM • Baseten	$0.85/hr★ Best	Not Available	—	Baseten
L4 24GB VRAM • Baseten $0.85/hour Updated: 10/22/2026 ★Best Price Not Available Baseten
RTX PRO 6000 96GB VRAM • Baseten	$4.00/hr★ Best	Not Available	—	Baseten
RTX PRO 6000 96GB VRAM • Baseten $4.00/hour Updated: 10/22/2026 ★Best Price Not Available Baseten
Tesla T4 16GB VRAM • Baseten	$0.63/hr★ Best	Not Available	—	Baseten
Tesla T4 16GB VRAM • Baseten $0.63/hour Updated: 10/22/2026 ★Best Price Not Available Baseten

A10 24GB VRAM • Baseten	$1.21/hr★ Best	Not Available	—	Baseten
A10 24GB VRAM • Baseten $1.21/hour Updated: 10/22/2026 ★Best Price Not Available Baseten
A100 SXM 80GB VRAM • BasetenDeep Infra	$4.00/hr	$1.49/hr★ Best	↑+$2.51(+168.5%)	Baseten Deep Infra
A100 SXM 80GB VRAM • Baseten $4.00/hour Updated: 10/22/2026 Deep Infra $1.49/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$2.51(+168.5%) Baseten Deep Infra
B200 180GB VRAM • BasetenDeep Infra	$9.98/hr	$4.89/hr★ Best	↑+$5.09(+104.1%)	Baseten Deep Infra
B200 180GB VRAM • Baseten $9.98/hour Updated: 10/22/2026 Deep Infra $4.89/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$5.09(+104.1%) Baseten Deep Infra
H100 SXM 80GB VRAM • BasetenDeep Infra	$6.50/hr	$2.90/hr★ Best	↑+$3.60(+124.1%)	Baseten Deep Infra
H100 SXM 80GB VRAM • Baseten $6.50/hour Updated: 10/22/2026 Deep Infra $2.90/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$3.60(+124.1%) Baseten Deep Infra
H200 141GB VRAM • BasetenDeep Infra	$7.50/hr	$3.49/hr★ Best	↑+$4.01(+114.9%)	Baseten Deep Infra
H200 141GB VRAM • Baseten $7.50/hour Updated: 10/22/2026 Deep Infra $3.49/hour Updated: 10/22/2026 ★Best Price Price Difference:↑+$4.01(+114.9%) Baseten Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$5.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $5.89/hour Updated: 10/22/2026 ★Best Price Deep Infra
L4 24GB VRAM • Baseten	$0.85/hr★ Best	Not Available	—	Baseten
L4 24GB VRAM • Baseten $0.85/hour Updated: 10/22/2026 ★Best Price Not Available Baseten
RTX PRO 6000 96GB VRAM • Baseten	$4.00/hr★ Best	Not Available	—	Baseten
RTX PRO 6000 96GB VRAM • Baseten $4.00/hour Updated: 10/22/2026 ★Best Price Not Available Baseten
Tesla T4 16GB VRAM • Baseten	$0.63/hr★ Best	Not Available	—	Baseten
Tesla T4 16GB VRAM • Baseten $0.63/hour Updated: 10/22/2026 ★Best Price Not Available Baseten

LLM API Pricing Comparison

Total models: 68Both available: 7Baseten: 10Deep Infra: 65

Showing 15 of 68 models

Prices per 1M tokens · Last updated: 10/22/2026, 8:01:16 PM

Model ↑	Baseten	Deep Infra	Input Diff ↕
Claude Fable 5 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Haiku 4.5 Anthropic	Not available	$1.00 in $5.00 out	—
Claude Opus 4.7 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.8 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5.5 Anthropic	Not available	$4.00 in $20.00 out	—
Claude Sonnet 4.6 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5.5 Anthropic	Not available	$2.00 in $10.00 out	—
DeepSeek R1 DeepSeek	Not available	$0.500 in $2.15 out	—
DeepSeek V3 DeepSeek	Not available	$0.320 in $0.890 out	—
DeepSeek V3.1 DeepSeek	Not available	$0.250 in $0.950 out	—
DeepSeek V4 Flash DeepSeek	$0.130 in $0.260 out	$0.060 in $0.180 out	$0.070
DeepSeek V4 Flash Vision DeepSeek	Not available	$0.440 in $1.32 out	—
DeepSeek V4 Pro DeepSeek	$1.32 in $3.96 out	$1.30 in $2.60 out	$0.020

Features Comparison

Baseten

Model APIs
OpenAI- and Anthropic-compatible endpoints for hosted open models, billed per input, cached input, and output token
Dedicated deployments
Custom, fine-tuned, or open-source models on dedicated GPUs from T4 to B200 and RTX PRO 6000, in 1 to 8-GPU instances, with autoscaling
Training
Managed training jobs on the same GPU instance types, with checkpoints deployable to inference
Truss
Open-source packaging standard for serving models built in any framework
Self-hosted and hybrid
Enterprise deployments in the customer's VPC or split across Baseten's cloud and the customer's

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

Pros & Cons

Baseten

Advantages

Per-minute billing on dedicated GPUs
Per-token Model APIs and dedicated deployments from one account
SOC 2 Type II certified and HIPAA compliant
Multi-GPU instance sizes published with vCPU and memory

Considerations

Dedicated GPU rates are higher than raw GPU rental because they include the serving platform
Model API catalog is a curated set of models
Volume discounts and custom regions require a sales conversation

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

Compute Services

Baseten

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

Pricing Options

Baseten

Model APIs

Per 1M input, cached input, and output tokens

Dedicated deployments

Per minute of GPU instance time, scaled to zero when idle

Pro and Enterprise

Volume discounts, priority GPU access, and self-hosted 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

Getting Started

Baseten

Get Started

1
Create an account
Sign up; new accounts include credits
2
Call a Model API
Use an OpenAI-compatible client against a hosted model
3
Deploy a model
Package a model with Truss or pick one from the model library and choose a GPU instance type

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

Support & Global Availability

Baseten

Support

Email and in-app chat on Basic; dedicated Slack and Zoom support on Pro and Enterprise

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.