What is the difference between Cohere and Deep Infra?

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

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Cohere vs Deep Infra

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

Cohere

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Cohere GPUs

Deep Infra GPUs

Direct Comparisons

GPU Pricing Comparison

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

Showing 5 of 5 GPUs

Last updated: 9/17/2026, 11:32:41 PM

GPU Model ↑	Cohere Price	Deep Infra Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	Not Available	$0.89/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $0.89/hour Updated: 9/17/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$3.69/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $3.69/hour Updated: 9/17/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.20/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.20/hour Updated: 9/17/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$2.69/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $2.69/hour Updated: 9/17/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $4.89/hour Updated: 9/17/2026 ★Best Price Deep Infra

A100 SXM 80GB VRAM • Deep Infra	Not Available	$0.89/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $0.89/hour Updated: 9/17/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$3.69/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $3.69/hour Updated: 9/17/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.20/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.20/hour Updated: 9/17/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$2.69/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $2.69/hour Updated: 9/17/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $4.89/hour Updated: 9/17/2026 ★Best Price Deep Infra

LLM API Pricing Comparison

Total models: 83Both available: 0Cohere: 2Deep Infra: 81

Showing 15 of 83 models

Prices per 1M tokens · Last updated: 9/17/2026, 11:32:41 PM

Model ↑	Cohere	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 Sonnet 4.6 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5 Anthropic	Not available	$3.00 in $15.00 out	—
Command R Cohere	$0.150 in $0.600 out	Not available	—
Command R7B Cohere	$0.037 in $0.150 out	Not available	—
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 V3.2 DeepSeek	Not available	$0.260 in $0.380 out	—
DeepSeek V4 Flash DeepSeek	Not available	$0.060 in $0.180 out	—
DeepSeek V4 Flash Vision DeepSeek	Not available	$0.440 in $1.32 out	—

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

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

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

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for flagship NVIDIA GPUs including latest 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

Cohere

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

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

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

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

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

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

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.