Fireworks AI vs Lambda Labs
Compare GPU pricing, features, and specifications between Fireworks AI and Lambda Labs cloud providers. Find the best deals for AI training, inference, and ML workloads.
Fireworks AI
Provider 1
Lambda Labs
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Fireworks AI Price | Lambda Labs Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Lambda Labs | Not Available |  $0.75/hr★ Best | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Lambda Labs | Not Available | $1.29/hr★ Best | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Lambda Labs | Not Available | $10.32/hr★ Best 8x GPU | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Lambda Labs | Not Available | $5.29/hr★ Best | — | |
B200 192GB VRAM • | ||||
GH200 96GB VRAM • Lambda Labs | Not Available | $1.49/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • Lambda Labs | Not Available | $2.49/hr★ Best | — | |
H100 80GB VRAM • | ||||
RTX 6000 Ada 48GB VRAM • Lambda Labs | Not Available | $0.50/hr★ Best | — | |
RTX 6000 Ada 48GB VRAM • | ||||
RTX 6000 Pro 96GB VRAM • Lambda Labs | Not Available | $0.50/hr★ Best | — | |
RTX 6000 Pro 96GB VRAM • | ||||
RTX A6000 48GB VRAM • Lambda Labs | Not Available | $3.20/hr★ Best 4x GPU | — | |
RTX A6000 48GB VRAM • | ||||
Tesla V100 32GB VRAM • Lambda Labs | Not Available | $4.40/hr★ Best 8x GPU | — | |
Tesla V100 32GB VRAM • | ||||
A10 24GB VRAM • Lambda Labs | Not Available | $0.75/hr★ Best | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Lambda Labs | Not Available | $1.29/hr★ Best | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Lambda Labs | Not Available | $10.32/hr★ Best 8x GPU | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Lambda Labs | Not Available | $5.29/hr★ Best | — | |
B200 192GB VRAM • | ||||
GH200 96GB VRAM • Lambda Labs | Not Available | $1.49/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • Lambda Labs | Not Available | $2.49/hr★ Best | — | |
H100 80GB VRAM • | ||||
RTX 6000 Ada 48GB VRAM • Lambda Labs | Not Available | $0.50/hr★ Best | — | |
RTX 6000 Ada 48GB VRAM • | ||||
RTX 6000 Pro 96GB VRAM • Lambda Labs | Not Available | $0.50/hr★ Best | — | |
RTX 6000 Pro 96GB VRAM • | ||||
RTX A6000 48GB VRAM • Lambda Labs | Not Available | $3.20/hr★ Best 4x GPU | — | |
RTX A6000 48GB VRAM • | ||||
Tesla V100 32GB VRAM • Lambda Labs | Not Available | $4.40/hr★ Best 8x GPU | — | |
Tesla V100 32GB VRAM • | ||||
Features Comparison
Fireworks AI
- 400+ Open-Source Models
Instant access to Llama, DeepSeek, Qwen, Mixtral, FLUX, Whisper, and more
- Blazing Fast Inference
Industry-leading throughput and latency processing 140B+ tokens daily
- Fine-Tuning Suite
SFT, DPO, and reinforcement fine-tuning with LoRA efficiency
- OpenAI-Compatible API
Drop-in replacement for easy migration from OpenAI
- On-Demand GPUs
A100, H100, H200, and B200 deployments with per-second billing
- Batch Processing
50% discount for async bulk inference workloads
Lambda Labs
Pros & Cons
Fireworks AI
Advantages
- Lightning-fast inference with industry-leading response times
- Easy-to-use API with excellent OpenAI compatibility
- Wide variety of optimized open-source models
- Competitive pricing with 50% off cached tokens and batch processing
Considerations
- Limited capacity with some serverless model limits
- Primarily focused on language models over image/video generation
- BYOC only available for major enterprise customers
Lambda Labs
Advantages
- Early access to latest NVIDIA GPUs (H100, H200, Blackwell)
- Specialized for AI workloads
- One-click Jupyter access
- Pre-installed popular ML frameworks
Considerations
- Primarily focused on AI and ML workloads
- Limited global data center presence compared to major cloud providers
- Newer player in the cloud GPU market
Compute Services
Fireworks AI
Lambda Labs
Pricing Options
Fireworks AI
Serverless pay-per-token
Starting at $0.10/1M tokens for small models, $0.90/1M for large models
Cached tokens
50% discount on cached input tokens
Batch processing
50% discount on async bulk inference
On-demand GPUs
Per-second billing from $2.90/hr (A100) to $9.00/hr (B200)
Lambda Labs
Getting Started
Fireworks AI
- 1
Explore Model Library
Browse 400+ models at fireworks.ai/models
- 2
Test in Playground
Experiment with prompts interactively without coding
- 3
Generate API Key
Create an API key from user settings in your account
- 4
Make first API call
Use OpenAI-compatible endpoints or Fireworks SDK
- 5
Scale to production
Transition to on-demand GPU deployments for production workloads
Lambda Labs
Support & Global Availability
Fireworks AI
Global Regions
18+ global regions across 8 cloud providers with multi-region deployments and BYOC support for enterprise
Support
Documentation, Discord community, status page, email support, and dedicated enterprise support with SLAs
Lambda Labs
Related Comparisons
Explore how these providers compare to other popular GPU cloud services
Fireworks AI vs Amazon AWS
PopularCompare Fireworks AI with another leading provider
Fireworks AI vs Google Cloud
PopularCompare Fireworks AI with another leading provider
Fireworks AI vs Microsoft Azure
PopularCompare Fireworks AI with another leading provider
Fireworks AI vs CoreWeave
PopularCompare Fireworks AI with another leading provider
Fireworks AI vs RunPod
PopularCompare Fireworks AI with another leading provider
Fireworks AI vs Vast.ai
PopularCompare Fireworks AI with another leading provider