Keywords AI

CoreWeave vs Together AI

Compare CoreWeave and Together AI side by side. Both are tools in the Inference & Compute category.

Quick Comparison

CoreWeave
CoreWeave
Together AI
Together AI
CategoryInference & ComputeInference & Compute
PricingUsage-basedUsage-based
Best ForAI companies and startups that need large-scale GPU clusters for training and inferenceDevelopers and companies deploying open-source AI models in production
Websitecoreweave.comtogether.ai
Key Features
  • Large-scale GPU clusters (H100, A100)
  • InfiniBand networking for distributed training
  • Kubernetes-native orchestration
  • On-demand and reserved capacity
  • Bare-metal performance
  • Inference and training cloud
  • Open-source model hosting
  • Serverless inference endpoints
  • Fine-tuning as a service
  • Competitive GPU pricing
Use Cases
  • Large language model training
  • Distributed training across GPU clusters
  • High-performance inference at scale
  • AI startup compute infrastructure
  • Batch processing and fine-tuning
  • Hosting open-source LLMs in production
  • Fine-tuning models on custom data
  • Cost-efficient inference at scale
  • Training custom models
  • Rapid model prototyping

When to Choose CoreWeave vs Together AI

CoreWeave
Choose CoreWeave if you need
  • Large language model training
  • Distributed training across GPU clusters
  • High-performance inference at scale
Pricing: Usage-based
Together AI
Choose Together AI if you need
  • Hosting open-source LLMs in production
  • Fine-tuning models on custom data
  • Cost-efficient inference at scale
Pricing: Usage-based

About CoreWeave

CoreWeave is a specialized cloud provider built from the ground up for GPU-accelerated workloads. Offering NVIDIA H100 and A100 GPUs on demand, CoreWeave provides significantly lower pricing than hyperscalers for AI training and inference. The platform includes Kubernetes-native orchestration, fast networking, and flexible scaling, making it popular with AI labs and startups that need large GPU clusters without long-term commitments.

About Together AI

Together AI provides a cloud platform for running, fine-tuning, and training open-source AI models. The platform hosts popular models like Llama, Mistral, and Stable Diffusion with optimized inference that delivers fast generation at competitive prices. Together AI also offers GPU clusters for custom training jobs and has contributed to several breakthrough open-source AI research projects.

What is Inference & Compute?

Platforms that provide GPU compute, model hosting, and inference APIs. These companies serve open-source and third-party models, offer optimized inference engines, and provide cloud GPU infrastructure for AI workloads.

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