What is the difference between Avian Compute and SambaNova?

Avian Compute 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: Avian Compute 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 Avian Compute 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 2 different GPU models across both Avian Compute and SambaNova, with 0 models available from both providers.

Avian Compute vs SambaNova

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

Avian Compute

Provider 1

GPUs Available

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SambaNova

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Avian Compute GPUs

SambaNova GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 2Both available: 0Avian Compute: 2SambaNova: 0

Showing 2 of 2 GPUs

Last updated: 11/10/2026, 12:52:54 PM

GPU Model ↑	Avian Compute Price	SambaNova Price	Price Diff ↕	Sources
B200 180GB VRAM • Avian Compute	$3.42/hr★ Best 8x GPU	Not Available	—	Avian Compute price feed
B200 180GB VRAM • Avian Compute $3.42/hour 8x GPU configuration Updated: 11/10/2026 ★Best Price Not Available Avian Compute price feed
HGX B300 288GB VRAM • Avian Compute	$4.65/hr★ Best 8x GPU	Not Available	—	Avian Compute price feed
HGX B300 288GB VRAM • Avian Compute $4.65/hour 8x GPU configuration Updated: 11/10/2026 ★Best Price Not Available Avian Compute price feed

B200 180GB VRAM • Avian Compute	$3.42/hr★ Best 8x GPU	Not Available	—	Avian Compute price feed
B200 180GB VRAM • Avian Compute $3.42/hour 8x GPU configuration Updated: 11/10/2026 ★Best Price Not Available Avian Compute price feed
HGX B300 288GB VRAM • Avian Compute	$4.65/hr★ Best 8x GPU	Not Available	—	Avian Compute price feed
HGX B300 288GB VRAM • Avian Compute $4.65/hour 8x GPU configuration Updated: 11/10/2026 ★Best Price Not Available Avian Compute price feed

LLM API Pricing Comparison

Total models: 21Both available: 1Avian Compute: 18SambaNova: 4

Showing 15 of 21 models

Prices per 1M tokens · Last updated: 11/10/2026, 12:52:54 PM

Model ↑	Avian Compute	SambaNova	Input Diff ↕
DeepSeek V3.2 DeepSeek	$0.230 in $0.330 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.140 in $0.280 out	Not available	—
DeepSeek V4 Pro DeepSeek	$1.30 in $2.61 out	Not available	—
DeepSeek V4.1 Flash DeepSeek	$0.128 in $0.510 out	Not available	—
Gemma 4 31B Google	Not available	$0.380 in $1.15 out	—
GLM-4.7 Z.ai	$0.388 in $1.81 out	Not available	—
GLM-5 Z.ai	$0.516 in $2.32 out	Not available	—
GLM-5.1 Z.ai	$0.743 in $2.97 out	Not available	—
GLM-5.2 Z.ai	$0.495 in $1.73 out	Not available	—
GLM-5.3 Z.ai	$1.19 in $3.74 out	$2.80 in $8.80 out	$1.61
GLM-5.3-Flash Z.ai	$0.128 in $0.425 out	Not available	—
GPT-OSS-120B OpenAI	Not available	$0.220 in $0.590 out	—
Kimi K2.5 Moonshot AI	$0.450 in $2.20 out	Not available	—
Kimi K2.6 Moonshot AI	$0.950 in $4.00 out	Not available	—
Kimi K3 Moonshot AI	$2.55 in $12.75 out	Not available	—

Features Comparison

Avian Compute

AI Inference Models
Supports multiple AI models including DeepSeek V4.1, MiniMax M3, GLM-5.3, Kimi K3, and MiMo-V2.6.
Prepaid GPU Reservations
Offers dedicated 8-GPU NVIDIA B200 and B300 HGX nodes available for prepaid reservations.
API Compatibility
Compatible with OpenAI APIs for seamless integration.
Enterprise Security
Infrastructure is SOC/2 approved and compliant with GDPR and CCPA.
Fast Inference Speed
Models run on NVIDIA B200 GPUs with speculative decoding for improved speed.

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

Avian Compute

Advantages

Offers a pay-per-token model for flexibility.
Multiple AI models available under a single API key.
Supports fast inference with no rate limits.
Provides dedicated GPU nodes for higher workloads.

Considerations

Limited information on support channels and response times.
No clearly stated legal entity or company registration details.

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

Avian Compute

SambaNova

Pricing Options

Avian Compute

SambaNova

Per token

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

Commits

Prepaid usage commitments

Getting Started

Avian Compute

Get Started

1
Sign Up for API Key
Create an account to get your API key.
2
Select GPU or Inference Model
Choose between using the inference API or reserving dedicated GPUs.
3
Configure Your Setup
Follow documentation to integrate models into your application.
4
Deploy and Test
Start using the API or GPU nodes for your AI workloads.
5
Monitor Usage
Keep track of API usage and performance metrics.

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

Avian Compute

Global Regions

SambaNova

Support

Documentation and the SambaNova Cloud dashboard