CoreWeave vs Together AI

Compare GPU pricing, features, and specifications between CoreWeave and Together AI cloud providers. Find the best deals for AI training, inference, and ML workloads.

CoreWeave logo

CoreWeave

Provider 1

8
GPUs Available
Visit Website
Together AI logo

Together AI

Provider 2

6
GPUs Available
Visit Website

Comparison Overview

9
Total GPU Models
CoreWeave logo
8
CoreWeave GPUs
Together AI logo
6
Together AI GPUs
5
Direct Comparisons

Average Price Difference: $39.07/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 9Both available: 5CoreWeave: 8Together AI: 6
Showing 9 of 9 GPUs
Last updated: 2/6/2026, 6:03:41 PM
A100 PCIE
40GB VRAM •
Not Available
Together AITogether AI
$2.40/hour
Updated: 2/5/2026
Best Price
A100 SXM
80GB VRAM •
CoreWeaveCoreWeave
$21.60/hour
8x GPU configuration
Updated: 2/6/2026
Together AITogether AI
$1.30/hour
Updated: 2/5/2026
Best Price
Price Difference:+$20.30(+1561.5%)
B200
192GB VRAM •
CoreWeaveCoreWeave
$68.80/hour
8x GPU configuration
Updated: 2/6/2026
Together AITogether AI
$5.50/hour
Updated: 2/5/2026
Best Price
Price Difference:+$63.30(+1150.9%)
GB200
384GB VRAM •
CoreWeaveCoreWeave
$42.00/hour
41x GPU configuration
Updated: 2/6/2026
Best Price
Not Available
GH200
96GB VRAM •
CoreWeaveCoreWeave
$6.50/hour
Updated: 2/6/2026
Best Price
Not Available
H100
80GB VRAM •
CoreWeaveCoreWeave
$49.24/hour
8x GPU configuration
Updated: 2/6/2026
Together AITogether AI
$1.75/hour
Updated: 2/5/2026
Best Price
Price Difference:+$47.49(+2713.7%)
H200
141GB VRAM •
CoreWeaveCoreWeave
$50.44/hour
8x GPU configuration
Updated: 2/6/2026
Together AITogether AI
$2.09/hour
Updated: 2/5/2026
Best Price
Price Difference:+$48.35(+2313.4%)
L40
40GB VRAM •
CoreWeaveCoreWeave
$10.00/hour
8x GPU configuration
Updated: 2/6/2026
Best Price
Not Available
L40S
48GB VRAM •
CoreWeaveCoreWeave
$18.00/hour
8x GPU configuration
Updated: 2/6/2026
Together AITogether AI
$2.10/hour
Updated: 2/5/2026
Best Price
Price Difference:+$15.90(+757.1%)

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 H100, H200, and Blackwell architecture

  • Mission Control

    Unified security, talent services, and observability platform for large-scale AI operations

  • High Performance Networking

    High-performance clusters with InfiniBand networking for optimal scale-out connectivity

Together AI

  • 100+ Open-Source Models

    Access to Llama, DeepSeek, Qwen, and other leading open-source models

  • Serverless Inference

    Pay-per-token API with OpenAI-compatible endpoints

  • Fine-Tuning Platform

    LoRA and full fine-tuning with proprietary optimizations

  • GPU Clusters

    Instant self-service or reserved dedicated clusters with H100, H200, B200 access

  • Batch API

    50% cost reduction for non-urgent inference workloads

  • Code Interpreter

    Execute LLM-generated code in sandboxed environments

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
  • Primary focus on North American data centers
  • Specialized nature may not suit all general computing needs
  • Learning curve for users unfamiliar with Kubernetes

Together AI

Advantages
  • 3.5x faster inference and 2.3x faster training than alternatives
  • Competitive pricing with 50% batch API discount
  • Wide selection of 100+ open-source models
  • OpenAI-compatible APIs for easy migration
Considerations
  • Primarily focused on open-source models
  • GPU cluster pricing requires custom quotes for reserved capacity
  • Smaller ecosystem compared to major cloud providers

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

Together AI

Pricing Options

CoreWeave

On-Demand Instances

Pay-per-hour GPU and CPU instances with flexible scaling

Reserved Capacity

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

Transparent Storage

No ingress, egress, or transfer fees for data movement

Together AI

Serverless pay-per-token

Starting at $0.06/1M tokens for small models up to $3.50/1M for 405B models

Batch API

50% discount for non-urgent inference workloads

Fine-tuning

$0.48-$3.20 per 1M tokens depending on model size

GPU Clusters

$2.20-$5.50/hour per GPU for instant clusters, custom pricing for reserved

Getting Started

CoreWeave

Get Started
  1. 1
    Create Account

    Sign up for CoreWeave Cloud platform access

  2. 2
    Choose GPU Instance

    Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture

  3. 3
    Deploy via Kubernetes

    Use Kubernetes-native tools for workload deployment and scaling

Together AI

Get Started
  1. 1
    Create an account

    Sign up at together.ai

  2. 2
    Get API key

    Generate an API key from your dashboard

  3. 3
    Choose a model

    Browse 100+ models for chat, code, images, video, and audio

  4. 4
    Make API calls

    Use OpenAI-compatible endpoints or Together SDK

Support & Global Availability

CoreWeave

Global Regions

Deployments across North America with expanding global presence

Support

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

Together AI

Global Regions

Global data center network across 25+ cities with frontier hardware including GB200, B200, H200, H100

Support

Documentation, community Discord, email support, and expert support for reserved cluster customers