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Compare GPU and LLM inference API pricing between Groq and Scaleway. Find the best rates for AI training, inference, and ML workloads.
Provider 1
Provider 2
| GPU Model ↑ | Groq Price | Scaleway Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
H100 SXM 80GB VRAM • Scaleway | Not Available | — | ||
H100 SXM 80GB VRAM • | ||||
HGX B300 288GB VRAM • Scaleway | Not Available | 8x GPU | — | |
HGX B300 288GB VRAM • Not Available $8.74/hour 8x GPU configuration Updated: 9/10/2026 ★Best Price | ||||
L4 24GB VRAM • Scaleway | Not Available | — | ||
L4 24GB VRAM • | ||||
L40S 48GB VRAM • Scaleway | Not Available | — | ||
L40S 48GB VRAM • | ||||
H100 SXM 80GB VRAM • Scaleway | Not Available | — | ||
H100 SXM 80GB VRAM • | ||||
HGX B300 288GB VRAM • Scaleway | Not Available | 8x GPU | — | |
HGX B300 288GB VRAM • Not Available $8.74/hour 8x GPU configuration Updated: 9/10/2026 ★Best Price | ||||
L4 24GB VRAM • Scaleway | Not Available | — | ||
L4 24GB VRAM • | ||||
L40S 48GB VRAM • Scaleway | Not Available | — | ||
L40S 48GB VRAM • | ||||
| Model ↑ | Groq | Scaleway | Input Diff ↕ |
|---|---|---|---|
Google | Not available | $0.291 in $0.583 out | — |
Zhipu | Not available | $2.10 in $6.41 out | — |
OpenAI | $0.150 in $0.600 out | $0.175 in $0.699 out | $0.025 |
OpenAI | $0.075 in $0.300 out | Not available | — |
Meta | Not available | $1.05 in $1.05 out | — |
Mistral | Not available | $1.75 in $8.74 out | — |
Alibaba | Not available | $0.233 in $0.932 out | — |
Alibaba | $0.600 in $3.00 out | Not available | — |
Alibaba | Not available | $0.699 in $4.19 out | — |
Alibaba | Not available | $0.291 in $1.75 out | — |
Alibaba | $0.800 in $4.00 out | Not available | — |
Explore how these providers compare to other popular GPU cloud services
Compare Groq with another leading provider
Compare Groq with another leading provider
Compare Groq with another leading provider
Compare Groq with another leading provider
Compare Groq with another leading provider
Compare Groq with another leading provider
Custom Language Processing Units run inference, with 256 LPUs and 128 GB of on-chip SRAM per rack
Drop-in replacement for the OpenAI API at api.groq.com/openai/v1, including a Responses API
GroqMetal bare-metal infrastructure, GroqCore inference stack, and GroqAssured enterprise governance, each including the layers below
Text generation plus speech-to-text, text-to-speech, OCR and image recognition, and content moderation models
Compound systems that combine models with web search, code execution, remote MCP tools, and Google Workspace connectors
Performance, flex, and batch processing tiers, plus prompt caching, structured outputs, and LoRA inference
Token-based pricing with separate input/output rates; audio models are billed per hour and speech models per character
Alternative service tiers for throughput-tolerant or bursty workloads instead of the standard on-demand tier
Dedicated capacity and enterprise-only models quoted through sales
Rate-limited free access for development and testing
Sign up at console.groq.com with email or OAuth
Generate an API key from the console dashboard
Use the OpenAI-compatible endpoint with your preferred model
13 data centers across four continents, including sites in the US (Liberty Lake, St Paul, Dallas, Houston), Canada (Kamloops, Vaudreuil-Dorion, Calgary), Finland, the UK, Australia, and Saudi Arabia
Documentation and API reference, developer community, production readiness guides, and enterprise onboarding via sales