What is the difference between CoreWeave and DeepSeek?

CoreWeave and DeepSeek 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: CoreWeave or DeepSeek?

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 CoreWeave and DeepSeek?

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 CoreWeave and DeepSeek, with 0 models available from both providers.

CoreWeave vs DeepSeek

Compare GPU and LLM inference API pricing between CoreWeave and DeepSeek. Find the best rates for AI training, inference, and ML workloads.

CoreWeave

Provider 1

GPUs Available

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DeepSeek

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

CoreWeave GPUs

DeepSeek GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 9Both available: 0CoreWeave: 9DeepSeek: 0

Showing 9 of 9 GPUs

Last updated: 9/28/2026, 6:37:57 AM

GPU Model ↑	CoreWeave Price	DeepSeek Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • CoreWeave	$1.21/hr★ Best 8x GPU	Not Available	—	CoreWeave
A100 SXM 80GB VRAM • CoreWeave $1.21/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
B200 180GB VRAM • CoreWeave	$4.26/hr★ Best 8x GPU	Not Available	—	CoreWeave
B200 180GB VRAM • CoreWeave $4.26/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
GH200 96GB VRAM • CoreWeave	$6.50/hr★ Best	Not Available	—	CoreWeave
GH200 96GB VRAM • CoreWeave $6.50/hour Updated: 9/26/2026 ★Best Price Not Available CoreWeave
H100 SXM 80GB VRAM • CoreWeave	$2.46/hr★ Best 8x GPU	Not Available	—	CoreWeave
H100 SXM 80GB VRAM • CoreWeave $2.46/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
H200 141GB VRAM • CoreWeave	$2.62/hr★ Best 8x GPU	Not Available	—	CoreWeave
H200 141GB VRAM • CoreWeave $2.62/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
HGX B300 288GB VRAM • CoreWeave	$4.48/hr★ Best 8x GPU	Not Available	—	CoreWeave
HGX B300 288GB VRAM • CoreWeave $4.48/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
L40 40GB VRAM • CoreWeave	$0.78/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40 40GB VRAM • CoreWeave $0.78/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
L40S 48GB VRAM • CoreWeave	$0.98/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40S 48GB VRAM • CoreWeave $0.98/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave	$1.20/hr★ Best 8x GPU	Not Available	—	CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave $1.20/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave

A100 SXM 80GB VRAM • CoreWeave	$1.21/hr★ Best 8x GPU	Not Available	—	CoreWeave
A100 SXM 80GB VRAM • CoreWeave $1.21/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
B200 180GB VRAM • CoreWeave	$4.26/hr★ Best 8x GPU	Not Available	—	CoreWeave
B200 180GB VRAM • CoreWeave $4.26/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
GH200 96GB VRAM • CoreWeave	$6.50/hr★ Best	Not Available	—	CoreWeave
GH200 96GB VRAM • CoreWeave $6.50/hour Updated: 9/26/2026 ★Best Price Not Available CoreWeave
H100 SXM 80GB VRAM • CoreWeave	$2.46/hr★ Best 8x GPU	Not Available	—	CoreWeave
H100 SXM 80GB VRAM • CoreWeave $2.46/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
H200 141GB VRAM • CoreWeave	$2.62/hr★ Best 8x GPU	Not Available	—	CoreWeave
H200 141GB VRAM • CoreWeave $2.62/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
HGX B300 288GB VRAM • CoreWeave	$4.48/hr★ Best 8x GPU	Not Available	—	CoreWeave
HGX B300 288GB VRAM • CoreWeave $4.48/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
L40 40GB VRAM • CoreWeave	$0.78/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40 40GB VRAM • CoreWeave $0.78/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
L40S 48GB VRAM • CoreWeave	$0.98/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40S 48GB VRAM • CoreWeave $0.98/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave	$1.20/hr★ Best 8x GPU	Not Available	—	CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave $1.20/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Not Available CoreWeave

LLM API Pricing Comparison

Total models: 2Both available: 0CoreWeave: 0DeepSeek: 2

Showing 2 of 2 models

Prices per 1M tokens · Last updated: 9/28/2026, 6:37:57 AM

Model ↑	CoreWeave	DeepSeek	Input Diff ↕
DeepSeek V4 Pro DeepSeek	Not available	$1.32 in $3.96 out	—
DeepSeek V4.1 Flash DeepSeek	Not available	$0.300 in $1.20 out	—

Features Comparison

CoreWeave

Kubernetes-Native Platform
Purpose-built AI-native platform with Kubernetes-native developer experience
Latest NVIDIA GPUs
First-to-market access to the latest NVIDIA GPUs including Hopper (H100, H200, GH200) and Blackwell/Blackwell Ultra (GB200 NVL72, GB300 NVL72, HGX B200, HGX B300)
Mission Control
Unified security, talent services, and observability platform for large-scale AI operations, including fleet and node lifecycle controllers
High Performance Networking
HPC Interconnect with GPUDirect RDMA over InfiniBand for GPU-to-GPU communication, plus VPCs and Direct Connect private links via Equinix and Megaport
SUNK (Slurm on Kubernetes)
Managed Slurm running on Kubernetes for batch and burst training workloads
Purpose-Built AI Storage
S3-compatible AI Object Storage, POSIX distributed file storage, single-tenant VAST clusters, and local ephemeral storage on GPU nodes

DeepSeek

OpenAI and Anthropic formats
The same models are served on an OpenAI-compatible base URL and an Anthropic-compatible one
Thinking mode
Models support thinking and non-thinking modes selected per request
Context caching
Repeated prompt prefixes are billed at a cache-hit rate well below the cache-miss input rate
Off-peak pricing
Rates are halved outside the published weekday peak hours and on weekends
JSON output and tool calls
Structured JSON output, tool calling, chat prefix completion and FIM completion (beta)

Pros & Cons

CoreWeave

Advantages

Extensive selection of NVIDIA GPUs, including latest Blackwell architecture
Kubernetes-native infrastructure for easy scaling and deployment
Fast deployment with 10x faster inference spin-up times
High cluster reliability with 96% goodput and 50% fewer interruptions

Considerations

Data center footprint concentrated in North America and Europe
Some configurations, including GB300 NVL72 and HGX B300, require contacting sales rather than self-service on-demand
Specialized nature may not suit all general computing needs

DeepSeek

Advantages

First-party rates for DeepSeek's own models
Cache-hit input billed at a fraction of the cache-miss rate
Off-peak hours cut every rate in half
Compatible with OpenAI and Anthropic client libraries

Considerations

Only DeepSeek's own models are offered
Rates depend on time of day, which complicates cost forecasting
Per-account concurrency limits apply

Compute Services

CoreWeave

GPU Instances

On-demand and reserved GPU instances with latest NVIDIA hardware

CPU Instances

High-performance CPU instances to complement GPU workloads

Managed Software Services

Managed orchestration and platform services layered on CoreWeave infrastructure

DeepSeek

Pricing Options

CoreWeave

On-Demand Instances

Pay-per-hour GPU and CPU instances with flexible scaling and no long-term capacity commitment

Spot Instances

Burst capacity at a discount to on-demand rates, published for most GPU and CPU instance types

Reserved Capacity

Committed usage discounts up to 60% over on-demand pricing

Transparent Storage

No ingress, egress, or transfer fees for data movement on CoreWeave storage

Inference Per-GPU Pricing

Separate per-GPU hourly rates available to CoreWeave inference platform customers

DeepSeek

Per token, peak

Cache-hit input, cache-miss input and output billed per 1M tokens during weekday peak hours

Per token, off-peak

Half the peak rates at all other times

Getting Started

CoreWeave

Get Started

1
Create Account
Sign up for CoreWeave Cloud platform access
2
Choose GPU Instance
Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture
3
Deploy via Kubernetes
Use Kubernetes-native tools for workload deployment and scaling

DeepSeek

Get Started

1
Create an account
Sign up on the DeepSeek Platform and top up a balance
2
Create an API key
Generate a key in the platform's API keys page
3
Call the API
Point an OpenAI- or Anthropic-compatible client at api.deepseek.com

Support & Global Availability

CoreWeave

Global Regions

On-demand and spot GPU and CPU instances published for North America and Europe, with ongoing global AI data center expansion

Support

24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise

DeepSeek

Support

Documentation, API status page, and FAQ