What is the difference between Deep Infra and SambaNova?

Deep Infra and SambaNova 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 SambaNova?

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 SambaNova?

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 5 different GPU models across both Deep Infra and SambaNova, with 0 models available from both providers.

Deep Infra vs SambaNova

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

Deep Infra

Provider 1

GPUs Available

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SambaNova

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Deep Infra GPUs

SambaNova GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Deep Infra: 5SambaNova: 0

Showing 5 of 5 GPUs

Last updated: 10/22/2026, 11:01:49 PM

GPU Model ↑	Deep Infra Price	SambaNova Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	$1.49/hr★ Best	Not Available	—	Deep Infra
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Deep Infra	$2.90/hr★ Best	Not Available	—	Deep Infra
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
H200 141GB VRAM • Deep Infra	$3.49/hr★ Best	Not Available	—	Deep Infra
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
HGX B300 288GB VRAM • Deep Infra	$5.89/hr★ Best	Not Available	—	Deep Infra
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra

A100 SXM 80GB VRAM • Deep Infra	$1.49/hr★ Best	Not Available	—	Deep Infra
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Deep Infra	$2.90/hr★ Best	Not Available	—	Deep Infra
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
H200 141GB VRAM • Deep Infra	$3.49/hr★ Best	Not Available	—	Deep Infra
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra
HGX B300 288GB VRAM • Deep Infra	$5.89/hr★ Best	Not Available	—	Deep Infra
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 10/22/2026 ★Best Price Not Available Deep Infra

LLM API Pricing Comparison

Total models: 66Both available: 2Deep Infra: 65SambaNova: 3

Showing 15 of 66 models

Prices per 1M tokens · Last updated: 10/22/2026, 11:01:49 PM

Model ↑	Deep Infra	SambaNova	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 V4 Flash DeepSeek	$0.060 in $0.180 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$1.30 in $2.60 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

SambaNova

Custom RDU hardware
Models run on SambaNova's own Reconfigurable Dataflow Units rather than GPUs
OpenAI-compatible API
Chat completions for open models such as DeepSeek, Llama, Gemma, MiniMax and gpt-oss
Prompt caching
Cached input tokens billed at a reduced rate on supported models
Commits and credits
Prepaid commitments alongside pay-as-you-go billing

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

SambaNova

Advantages

Serves models on non-GPU hardware built for inference
Public per-token rates for every served model
OpenAI-compatible endpoints

Considerations

Small model catalog compared with GPU-based inference providers
Some models are priced above other providers of the same open weights
No GPU rental; inference only

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

SambaNova

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

SambaNova

Per token

Input, cached input, and output tokens billed per 1M

Commits

Prepaid usage commitments

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

SambaNova

Get Started

1
Create an account
Sign up on SambaNova Cloud
2
Create an API key
Generate a key in the API Keys page
3
Call the API
Point an OpenAI-compatible client at api.sambanova.ai

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.

SambaNova

Support

Documentation and the SambaNova Cloud dashboard