What is the difference between Fireworks AI and Lambda Labs?

Fireworks AI and Lambda Labs are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Fireworks AI or Lambda Labs?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Fireworks AI and Lambda Labs?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 10 different GPU models across both Fireworks AI and Lambda Labs, with 0 models available from both providers.

Fireworks AI vs Lambda Labs

Compare GPU and LLM inference API pricing between Fireworks AI and Lambda Labs. Find the best rates for AI training, inference, and ML workloads.

Fireworks AI

Provider 1

GPUs Available

Visit Website

Lambda Labs

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Fireworks AI GPUs

Lambda Labs GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 10Both available: 0Fireworks AI: 0Lambda Labs: 10

Showing 10 of 10 GPUs

Last updated: 10/28/2026, 6:47:37 AM

GPU Model ↑	Fireworks AI Price	Lambda Labs Price	Price Diff ↕	Sources
A10 24GB VRAM • Lambda Labs	Not Available	$1.29/hr★ Best	—	Lambda Labs API
A10 24GB VRAM • Not Available Lambda Labs $1.29/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
A100 PCIE 40GB VRAM • Lambda Labs	Not Available	$1.99/hr★ Best	—	Lambda Labs API
A100 PCIE 40GB VRAM • Not Available Lambda Labs $1.99/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
A100 SXM 80GB VRAM • Lambda Labs	Not Available	$2.79/hr★ Best 8x GPU	—	Lambda Labs API
A100 SXM 80GB VRAM • Not Available Lambda Labs $2.79/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API
A100 SXM 40GB 40GB VRAM • Lambda Labs	Not Available	$1.99/hr★ Best	—	Lambda Labs API
A100 SXM 40GB 40GB VRAM • Not Available Lambda Labs $1.99/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
B200 180GB VRAM • Lambda Labs	Not Available	$6.69/hr★ Best 8x GPU	—	Lambda Labs API
B200 180GB VRAM • Not Available Lambda Labs $6.69/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API
GH200 96GB VRAM • Lambda Labs	Not Available	$2.29/hr★ Best	—	Lambda Labs API
GH200 96GB VRAM • Not Available Lambda Labs $2.29/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
H100 PCIe 80GB VRAM • Lambda Labs	Not Available	$3.29/hr★ Best	—	Lambda Labs API
H100 PCIe 80GB VRAM • Not Available Lambda Labs $3.29/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
H100 SXM 80GB VRAM • Lambda Labs	Not Available	$3.99/hr★ Best 8x GPU	—	Lambda Labs API
H100 SXM 80GB VRAM • Not Available Lambda Labs $3.99/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API
RTX A6000 48GB VRAM • Lambda Labs	Not Available	$1.09/hr★ Best	—	Lambda Labs API
RTX A6000 48GB VRAM • Not Available Lambda Labs $1.09/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
Tesla V100 32GB VRAM • Lambda Labs	Not Available	$0.79/hr★ Best 8x GPU	—	Lambda Labs API
Tesla V100 32GB VRAM • Not Available Lambda Labs $0.79/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API

A10 24GB VRAM • Lambda Labs	Not Available	$1.29/hr★ Best	—	Lambda Labs API
A10 24GB VRAM • Not Available Lambda Labs $1.29/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
A100 PCIE 40GB VRAM • Lambda Labs	Not Available	$1.99/hr★ Best	—	Lambda Labs API
A100 PCIE 40GB VRAM • Not Available Lambda Labs $1.99/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
A100 SXM 80GB VRAM • Lambda Labs	Not Available	$2.79/hr★ Best 8x GPU	—	Lambda Labs API
A100 SXM 80GB VRAM • Not Available Lambda Labs $2.79/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API
A100 SXM 40GB 40GB VRAM • Lambda Labs	Not Available	$1.99/hr★ Best	—	Lambda Labs API
A100 SXM 40GB 40GB VRAM • Not Available Lambda Labs $1.99/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
B200 180GB VRAM • Lambda Labs	Not Available	$6.69/hr★ Best 8x GPU	—	Lambda Labs API
B200 180GB VRAM • Not Available Lambda Labs $6.69/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API
GH200 96GB VRAM • Lambda Labs	Not Available	$2.29/hr★ Best	—	Lambda Labs API
GH200 96GB VRAM • Not Available Lambda Labs $2.29/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
H100 PCIe 80GB VRAM • Lambda Labs	Not Available	$3.29/hr★ Best	—	Lambda Labs API
H100 PCIe 80GB VRAM • Not Available Lambda Labs $3.29/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
H100 SXM 80GB VRAM • Lambda Labs	Not Available	$3.99/hr★ Best 8x GPU	—	Lambda Labs API
H100 SXM 80GB VRAM • Not Available Lambda Labs $3.99/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API
RTX A6000 48GB VRAM • Lambda Labs	Not Available	$1.09/hr★ Best	—	Lambda Labs API
RTX A6000 48GB VRAM • Not Available Lambda Labs $1.09/hour Updated: 10/28/2026 ★Best Price Lambda Labs API
Tesla V100 32GB VRAM • Lambda Labs	Not Available	$0.79/hr★ Best 8x GPU	—	Lambda Labs API
Tesla V100 32GB VRAM • Not Available Lambda Labs $0.79/hour 8x GPU configuration Updated: 10/28/2026 ★Best Price Lambda Labs API

LLM API Pricing Comparison

Total models: 4Both available: 0Fireworks AI: 4Lambda Labs: 0

Showing 4 of 4 models

Prices per 1M tokens · Last updated: 10/28/2026, 6:47:37 AM

Model ↑	Fireworks AI	Lambda Labs	Input Diff ↕
DeepSeek V4.1 Flash DeepSeek	$0.300 in $1.20 out	Not available	—
GLM-5.3 Z.ai	$1.40 in $4.40 out	Not available	—
GLM-5.3-Flash Z.ai	$0.150 in $0.500 out	Not available	—
MiniMax-M3.1-Flash MiniMax	$0.150 in $0.600 out	Not available	—

Features Comparison

Fireworks AI

100+ Open-Source Models
Text, vision, audio, image, and embedding models, including recent releases such as Kimi K3, GLM 5.2, DeepSeek V4, MiniMax M3, and Qwen3.7 Plus
Blazing Fast Inference
Inference engine focused on throughput and latency
Fine-Tuning Suite
SFT, DPO, and reinforcement fine-tuning of models up to 1T+ parameters, from guided runs through writing your own trainer and RL loop
OpenAI- and Anthropic-Compatible API
Drop-in replacement for closed-model APIs - change the base URL to migrate, with the same SFT data format for fine-tuning
On-Demand GPUs
H100, H200, B200, B300, and GB300 deployments with per-second billing and autoscaling
Batch Processing
Async bulk inference jobs run at scale for less than standard serverless requests

Lambda Labs

Pros & Cons

Fireworks AI

Advantages

Low-latency inference with a focus on response times
Easy-to-use API with OpenAI and Anthropic compatibility
Wide variety of optimized open-source models
Discounted pricing for cached tokens and batch inference

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 Inference

Pay-per-token pricing across Standard, Priority, and Fast serverless tiers with postpaid billing and no cold starts

Cached tokens

Cached input tokens billed at a reduced rate on supported models

Batch processing

Async bulk inference billed at a discount to standard serverless requests

Embeddings

Embedding models billed per 1M input tokens, tiered by model parameter count

Fine Tuning

Supervised and preference fine tuning billed per 1M training tokens with LoRA or full-parameter options; reinforcement fine tuning billed per GPU hour

Serverless Training API

Shared always-on trainer pool for LoRA training with no provisioning or idle cost, billed per token prefilled, sampled, and trained

On-demand GPUs

Per-second billing for H100, H200, B200, B300, and GB300 GPU deployments with no start-up charges; region-restricted deployments in the US or Europe are priced at 1.25x the standard rate

Reserved capacity

Guaranteed capacity with higher rate limits and earliest access to new hardware, arranged through sales

Lambda Labs

Getting Started

Fireworks AI

Get Started

1
Explore Model Library
Browse 100+ 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

Get Started

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