What is the difference between Cohere and Vast.ai?

Cohere and Vast.ai 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: Cohere or Vast.ai?

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 Cohere and Vast.ai?

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 63 different GPU models across both Cohere and Vast.ai, with 0 models available from both providers.

Cohere vs Vast.ai

Compare GPU and LLM inference API pricing between Cohere and Vast.ai. Find the best rates for AI training, inference, and ML workloads.

Cohere

Provider 1

GPUs Available

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Vast.ai

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Cohere GPUs

Vast.ai GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 63Both available: 0Cohere: 0Vast.ai: 63

Showing 15 of 63 GPUs

Last updated: 10/20/2026, 10:30:46 PM

GPU Model ↑	Cohere Price	Vast.ai Price	Price Diff ↕	Sources
A10 24GB VRAM • Vast.ai	Not Available	$0.24/hr★ Best 2x GPU	—	Vast.ai
A10 24GB VRAM • Not Available Vast.ai $0.24/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A100 PCIE 40GB VRAM • Vast.ai	Not Available	$0.44/hr★ Best 2x GPU	—	Vast.ai
A100 PCIE 40GB VRAM • Not Available Vast.ai $0.44/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A100 PCIe 80GB 80GB VRAM • Vast.ai	Not Available	$1.00/hr★ Best 2x GPU	—	Vast.ai
A100 PCIe 80GB 80GB VRAM • Not Available Vast.ai $1.00/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A100 SXM 80GB VRAM • Vast.ai	Not Available	$1.07/hr★ Best	—	Vast.ai
A100 SXM 80GB VRAM • Not Available Vast.ai $1.07/hour Updated: 10/20/2026 ★Best Price Vast.ai
A100 SXM 40GB 40GB VRAM • Vast.ai	Not Available	$0.53/hr★ Best 8x GPU	—	Vast.ai
A100 SXM 40GB 40GB VRAM • Not Available Vast.ai $0.53/hour 8x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A40 48GB VRAM • Vast.ai	Not Available	$0.51/hr★ Best 2x GPU	—	Vast.ai
A40 48GB VRAM • Not Available Vast.ai $0.51/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
B200 180GB VRAM • Vast.ai	Not Available	$6.25/hr★ Best 2x GPU	—	Vast.ai
B200 180GB VRAM • Not Available Vast.ai $6.25/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1070 8GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best	—	Vast.ai
GTX 1070 8GB VRAM • Not Available Vast.ai $0.05/hour Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1080 8GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best 2x GPU	—	Vast.ai
GTX 1080 8GB VRAM • Not Available Vast.ai $0.05/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1080 Ti 11GB VRAM • Vast.ai	Not Available	$0.07/hr★ Best	—	Vast.ai
GTX 1080 Ti 11GB VRAM • Not Available Vast.ai $0.07/hour Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1650 4GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best	—	Vast.ai
GTX 1650 4GB VRAM • Not Available Vast.ai $0.05/hour Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1660 6GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best 2x GPU	—	Vast.ai
GTX 1660 6GB VRAM • Not Available Vast.ai $0.05/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1660 SUPER 6GB VRAM • Vast.ai	Not Available	$0.06/hr★ Best 2x GPU	—	Vast.ai
GTX 1660 SUPER 6GB VRAM • Not Available Vast.ai $0.06/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1660 Ti 6GB VRAM • Vast.ai	Not Available	$0.08/hr★ Best	—	Vast.ai
GTX 1660 Ti 6GB VRAM • Not Available Vast.ai $0.08/hour Updated: 10/19/2026 ★Best Price Vast.ai
GTX Titan X 12GB VRAM • Vast.ai	Not Available	$0.07/hr★ Best	—	Vast.ai
GTX Titan X 12GB VRAM • Not Available Vast.ai $0.07/hour Updated: 10/20/2026 ★Best Price Vast.ai

A10 24GB VRAM • Vast.ai	Not Available	$0.24/hr★ Best 2x GPU	—	Vast.ai
A10 24GB VRAM • Not Available Vast.ai $0.24/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A100 PCIE 40GB VRAM • Vast.ai	Not Available	$0.44/hr★ Best 2x GPU	—	Vast.ai
A100 PCIE 40GB VRAM • Not Available Vast.ai $0.44/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A100 PCIe 80GB 80GB VRAM • Vast.ai	Not Available	$1.00/hr★ Best 2x GPU	—	Vast.ai
A100 PCIe 80GB 80GB VRAM • Not Available Vast.ai $1.00/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A100 SXM 80GB VRAM • Vast.ai	Not Available	$1.07/hr★ Best	—	Vast.ai
A100 SXM 80GB VRAM • Not Available Vast.ai $1.07/hour Updated: 10/20/2026 ★Best Price Vast.ai
A100 SXM 40GB 40GB VRAM • Vast.ai	Not Available	$0.53/hr★ Best 8x GPU	—	Vast.ai
A100 SXM 40GB 40GB VRAM • Not Available Vast.ai $0.53/hour 8x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
A40 48GB VRAM • Vast.ai	Not Available	$0.51/hr★ Best 2x GPU	—	Vast.ai
A40 48GB VRAM • Not Available Vast.ai $0.51/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
B200 180GB VRAM • Vast.ai	Not Available	$6.25/hr★ Best 2x GPU	—	Vast.ai
B200 180GB VRAM • Not Available Vast.ai $6.25/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1070 8GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best	—	Vast.ai
GTX 1070 8GB VRAM • Not Available Vast.ai $0.05/hour Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1080 8GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best 2x GPU	—	Vast.ai
GTX 1080 8GB VRAM • Not Available Vast.ai $0.05/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1080 Ti 11GB VRAM • Vast.ai	Not Available	$0.07/hr★ Best	—	Vast.ai
GTX 1080 Ti 11GB VRAM • Not Available Vast.ai $0.07/hour Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1650 4GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best	—	Vast.ai
GTX 1650 4GB VRAM • Not Available Vast.ai $0.05/hour Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1660 6GB VRAM • Vast.ai	Not Available	$0.05/hr★ Best 2x GPU	—	Vast.ai
GTX 1660 6GB VRAM • Not Available Vast.ai $0.05/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1660 SUPER 6GB VRAM • Vast.ai	Not Available	$0.06/hr★ Best 2x GPU	—	Vast.ai
GTX 1660 SUPER 6GB VRAM • Not Available Vast.ai $0.06/hour 2x GPU configuration Updated: 10/20/2026 ★Best Price Vast.ai
GTX 1660 Ti 6GB VRAM • Vast.ai	Not Available	$0.08/hr★ Best	—	Vast.ai
GTX 1660 Ti 6GB VRAM • Not Available Vast.ai $0.08/hour Updated: 10/19/2026 ★Best Price Vast.ai
GTX Titan X 12GB VRAM • Vast.ai	Not Available	$0.07/hr★ Best	—	Vast.ai
GTX Titan X 12GB VRAM • Not Available Vast.ai $0.07/hour Updated: 10/20/2026 ★Best Price Vast.ai

LLM API Pricing Comparison

Total models: 2Both available: 0Cohere: 2Vast.ai: 0

Showing 2 of 2 models

Prices per 1M tokens · Last updated: 10/20/2026, 10:30:46 PM

Model ↑	Cohere	Vast.ai	Input Diff ↕
Command R Cohere	$0.150 in $0.600 out	Not available	—
Command R7B Cohere	$0.037 in $0.150 out	Not available	—

Features Comparison

Cohere

Command Model Family
High-performance generative models combining reasoning, tool orchestration, and multimodal intelligence, supporting 49 languages
North Mini Code
Agentic coding model built for practical software engineering tasks
Aya Multilingual Models
Research-grade multilingual models (8B and 32B) excelling across diverse languages
Transcribe
High-fidelity speech-to-text model supporting 14 languages with robust real-world conversation handling
Embed & Rerank
Multimodal semantic search and relevance optimization for retrieval-augmented generation
Flexible Deployment
Deploy via cloud API, virtual private cloud, on-premises, or Cohere-managed Model Vault

Vast.ai

Real-Time GPU Pricing
Prices set by supply and demand across the platform with no list prices or hidden fees
Three Deployment Options
GPU Cloud for full control, Serverless for zero-ops inference, Clusters for large-scale training
Developer-Focused Tools
CLI, Python SDK, and REST API for programmatic GPU provisioning, installed together via a single package
Agent-Ready Provisioning
API-native workflow intended for AI agents to search, procure, and release compute autonomously
Model Library and Templates
Prebuilt templates for popular open-source models, plus custom templates any GPU can run with one click
Flexible Infrastructure
Scale from a small starting balance to 20,000 GPUs across 40+ data centers without contracts or minimums

Pros & Cons

Cohere

Advantages

Strong enterprise security and compliance focus
Flexible deployment options including on-premises
Excellent multilingual support with Aya models
Competitive pricing for high-quality models

Considerations

Smaller model ecosystem compared to OpenAI or Anthropic
Less name recognition in consumer AI space
Enterprise features may be overkill for smaller projects

Vast.ai

Advantages

Significant cost savings with supply-demand pricing
Flexible pricing with on-demand, interruptible, and reserved options
Real-time transparent pricing with no hidden fees
Docker ecosystem for quick software deployment

Considerations

Primarily focused on Linux-based Docker instances
Performance may vary across different community providers
Learning curve for users unfamiliar with marketplace-based pricing

Compute Services

Cohere

Vast.ai

GPU Cloud

On-demand instances across 40+ data centers and 20,000+ GPUs

Serverless

Deploy models as endpoints with autoscaling to zero

Clusters

Dedicated multi-node GPU clusters with InfiniBand networking

Pricing Options

Cohere

Pay-as-you-go

Production API keys billed per million input and output tokens, invoiced monthly or once an outstanding balance threshold is reached

Trial API Key

Free rate-limited key created automatically with every account, for development and testing but not commercial use

Model Vault

Dedicated managed inference priced per instance by model and performance tier, billed hourly or via monthly and annual commitments, with Fixed or Flex plans

Enterprise

Custom pricing for the North and Compass platforms, model customization, and private or on-premises deployments

Vast.ai

On-Demand

Guaranteed uptime with per-second billing. Best for production workloads.

Interruptible

50%+ cheaper preemptible instances. Best for fault-tolerant batch training.

Reserved

Up to 50% off with 1, 3, or 6 month commitments. Guaranteed capacity with volume discounts.

Serverless

Endpoint rates billed only for compute time, with no charge while workers are scaled to zero.

Getting Started

Cohere

Get Started

1
Create Cohere account
Sign up at dashboard.cohere.com
2
Get API key
Generate a trial or production API key from the dashboard
3
Install SDK
pip install cohere (Python) or npm install cohere-ai (TypeScript)
4
Make first API call
Call the Chat, Embed, or Rerank endpoint with your API key, or experiment in the dashboard Playground

Vast.ai

Get Started

1
Add credit and get your API key
Add credit and grab an API key from the console. No contracts, no sales calls.
2
Search GPUs
Filter by model, VRAM, price, and availability via the console or API
3
Deploy
Launch instances in seconds. Scale up or down programmatically.

Support & Global Availability

Cohere

Global Regions

Global API access with deployment options including AWS, GCP, Azure, and on-premises installations

Support

Documentation, API reference, release notes, cookbooks, LLM University courses, Discord community, and enterprise support options

Vast.ai

Global Regions

40+ data centers with global coverage including community and enterprise providers

Support

24/7 support chat in the console, email support at contact@vast.ai, Discord community, and documentation covering the CLI, SDK, and REST API