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Compare GPU and LLM inference API pricing between Fireworks AI and Vast.ai. Find the best rates for AI training, inference, and ML workloads.
Provider 1
Provider 2
| GPU Model ↑ | Fireworks AI Price | Vast.ai Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
RTX 3070 8GB VRAM • Vast.ai | Not Available | — | ||
RTX 3070 8GB VRAM • | ||||
RTX 3070 Ti 8GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 3070 Ti 8GB VRAM • | ||||
RTX 3080 10GB VRAM • Vast.ai | Not Available | — | ||
RTX 3080 10GB VRAM • | ||||
RTX 3080 Ti 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 3080 Ti 12GB VRAM • | ||||
RTX 3090 24GB VRAM • Vast.ai | Not Available | — | ||
RTX 3090 24GB VRAM • | ||||
RTX 3090 Ti 24GB VRAM • Vast.ai | Not Available | — | ||
RTX 3090 Ti 24GB VRAM • | ||||
RTX 4060 8GB VRAM • Vast.ai | Not Available | 4x GPU | — | |
RTX 4060 8GB VRAM • | ||||
RTX 4060 Ti 8GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 4060 Ti 8GB VRAM • | ||||
RTX 4070 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 4070 12GB VRAM • | ||||
RTX 4070 Ti 12GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 4070 Ti 12GB VRAM • | ||||
RTX 4080 16GB VRAM • Vast.ai | Not Available | — | ||
RTX 4080 16GB VRAM • | ||||
RTX 4090 24GB VRAM • Vast.ai | Not Available | — | ||
RTX 4090 24GB VRAM • | ||||
RTX 5060 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 5060 12GB VRAM • | ||||
RTX 5060 Ti 16GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 5060 Ti 16GB VRAM • | ||||
RTX 5070 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 5070 12GB VRAM • | ||||
RTX 3070 8GB VRAM • Vast.ai | Not Available | — | ||
RTX 3070 8GB VRAM • | ||||
RTX 3070 Ti 8GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 3070 Ti 8GB VRAM • | ||||
RTX 3080 10GB VRAM • Vast.ai | Not Available | — | ||
RTX 3080 10GB VRAM • | ||||
RTX 3080 Ti 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 3080 Ti 12GB VRAM • | ||||
RTX 3090 24GB VRAM • Vast.ai | Not Available | — | ||
RTX 3090 24GB VRAM • | ||||
RTX 3090 Ti 24GB VRAM • Vast.ai | Not Available | — | ||
RTX 3090 Ti 24GB VRAM • | ||||
RTX 4060 8GB VRAM • Vast.ai | Not Available | 4x GPU | — | |
RTX 4060 8GB VRAM • | ||||
RTX 4060 Ti 8GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 4060 Ti 8GB VRAM • | ||||
RTX 4070 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 4070 12GB VRAM • | ||||
RTX 4070 Ti 12GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 4070 Ti 12GB VRAM • | ||||
RTX 4080 16GB VRAM • Vast.ai | Not Available | — | ||
RTX 4080 16GB VRAM • | ||||
RTX 4090 24GB VRAM • Vast.ai | Not Available | — | ||
RTX 4090 24GB VRAM • | ||||
RTX 5060 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 5060 12GB VRAM • | ||||
RTX 5060 Ti 16GB VRAM • Vast.ai | Not Available | 2x GPU | — | |
RTX 5060 Ti 16GB VRAM • | ||||
RTX 5070 12GB VRAM • Vast.ai | Not Available | — | ||
RTX 5070 12GB VRAM • | ||||
| Model ↑ | Fireworks AI | Vast.ai | Input Diff ↕ |
|---|---|---|---|
DeepSeek | $0.140 in $0.280 out | Not available | — |
DeepSeek | $1.74 in $3.48 out | Not available | — |
Zhipu | $1.40 in $4.40 out | Not available | — |
Zhipu | $1.40 in $4.40 out | Not available | — |
OpenAI | $0.150 in $0.600 out | Not available | — |
OpenAI | $0.070 in $0.300 out | Not available | — |
Moonshot | $0.950 in $4.00 out | Not available | — |
Moonshot | $3.00 in $15.00 out | Not available | — |
MiniMax | $0.300 in $1.20 out | Not available | — |
MiniMax | $0.300 in $1.20 out | Not available | — |
Alibaba | $0.400 in $1.60 out | Not available | — |
Alibaba | $0.200 in $0.0000 out | Not available | — |
Explore how these providers compare to other popular GPU cloud services
Compare Fireworks AI with another leading provider
Compare Fireworks AI with another leading provider
Compare Fireworks AI with another leading provider
Compare Fireworks AI with another leading provider
Compare Fireworks AI with another leading provider
Compare Fireworks AI with another leading provider
Instant access to latest models like Kimi K2.5, DeepSeek V3.2, GLM-5.1, Qwen3.6 Plus, FLUX.1 Kontext Pro, Whisper V3 Large, and more
Industry-leading throughput and latency with fast inference engine
SFT, DPO, and reinforcement fine-tuning of models up to 1T+ parameters with LoRA efficiency
Drop-in replacement - just change the base URL for easy migration
H100, H200, B200, and B300 deployments with per-second billing and autoscaling
50% discount for async bulk inference workloads
Prices set by supply and demand across the platform with no list prices or hidden fees
GPU Cloud for full control, Serverless for zero-ops inference, Clusters for large-scale training
CLI, Python SDK, and REST API for programmatic GPU provisioning
Scale from $5 to 20,000 GPUs across 40+ data centers without contracts or minimums
On-demand instances across 40+ data centers and 20,000+ GPUs
Deploy models as endpoints with autoscaling to zero
Dedicated multi-node GPU clusters with InfiniBand networking
Pay-per-token pricing with parameter-based tiers from $0.10 to $0.90 per 1M tokens, plus premium models
50% discount on cached input tokens for supported models
50% discount on async bulk inference for both input and output tokens
Per-training-token pricing for SFT, DPO, and reinforcement learning with LoRA and full parameter options
Per-second billing for H100, H200, B200, and B300 GPU deployments with no startup charges
Guaranteed uptime with per-second billing. Best for production workloads.
50%+ cheaper preemptible instances. Best for fault-tolerant batch training.
Up to 50% off with 1, 3, or 6 month commitments. Guaranteed capacity with volume discounts.
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
Start with as little as $5. No contracts, no minimums.
Filter by model, VRAM, price, and availability across the platform
Launch instances in seconds. Scale up or down anytime.
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
40+ data centers with global coverage including community and enterprise providers
24/7 expert support, comprehensive documentation, Discord community, CLI and SDK tools