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Compare GPU and LLM inference API pricing between CoreWeave and Fireworks AI. Find the best rates for AI training, inference, and ML workloads.
Provider 1
Provider 2
| GPU Model ↑ | CoreWeave Price | Fireworks AI Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | 41x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | Not Available | — | ||
GH200 96GB VRAM • | ||||
H100 SXM 80GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
RTX PRO 6000 96GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
RTX PRO 6000 96GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | 41x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | Not Available | — | ||
GH200 96GB VRAM • | ||||
H100 SXM 80GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
RTX PRO 6000 96GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
RTX PRO 6000 96GB VRAM • | ||||
Explore how these providers compare to other popular GPU cloud services
Compare CoreWeave with another leading provider
Compare CoreWeave with another leading provider
Compare CoreWeave with another leading provider
Compare CoreWeave with another leading provider
Compare CoreWeave with another leading provider
Compare CoreWeave with another leading provider
Purpose-built AI-native platform with Kubernetes-native developer experience
First-to-market access to the latest NVIDIA GPUs including H100, H200, and Blackwell architecture
Unified security, talent services, and observability platform for large-scale AI operations
High-performance clusters with InfiniBand networking for optimal scale-out connectivity
Instant access to Llama, DeepSeek, Qwen, Mixtral, FLUX, Whisper, and more
Industry-leading throughput and latency processing 140B+ tokens daily
SFT, DPO, and reinforcement fine-tuning with LoRA efficiency
Drop-in replacement for easy migration from OpenAI
A100, H100, H200, and B200 deployments with per-second billing
50% discount for async bulk inference workloads
On-demand and reserved GPU instances with latest NVIDIA hardware
High-performance CPU instances to complement GPU workloads
Pay-per-hour GPU and CPU instances with flexible scaling
Committed usage discounts up to 60% over on-demand pricing
No ingress, egress, or transfer fees for data movement
Token-based pricing for small and large models with transparent per-million token rates
50% discount on cached input tokens
50% discount on async bulk inference
Per-second billing for A100, H100, H200, and B200 GPU deployments
Sign up for CoreWeave Cloud platform access
Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture
Use Kubernetes-native tools for workload deployment and scaling
Browse 400+ models at fireworks.ai/models
Experiment with prompts interactively without coding
Create an API key from user settings in your account
Use OpenAI-compatible endpoints or Fireworks SDK
Transition to on-demand GPU deployments for production workloads
Deployments across North America with expanding global presence
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
18+ global regions across 8 cloud providers with multi-region deployments and BYOC support for enterprise
Documentation, Discord community, status page, email support, and dedicated enterprise support with SLAs