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Scaleway

B300-SXM GPU instances — French sovereign cloud, Generative APIs with 1M free tokens

Scaleway is a French cloud provider offering GPU compute and LLM inference with the strongest EU data sovereignty credentials. The Generative APIs catalog includes GLM-5.2 (€1.80/€5.50), Mistral Medium 3.5 (€1.50/€7.50), Qwen3.8-27B (€0.60/€3.30), DeepSeek V4 Flash 0731 (€0.40/€0.80), gpt-oss-120B (€0.15/€0.60), and Llama 3.3 70B (€0.90/€0.90). All new customers get 1M free tokens. GPU instances include B300-SXM, H100, L40S, and L4.

The strongest European data sovereignty credentials — French company, French data centres, 1M free tokens for new customers, B300-SXM GPU instances, and <200ms TTFT for European users.

European complianceFrench data sovereigntyGDPRDedicated inference
Scaleway Models
1
Scaleway Cheapest Input
$0.60
per 1M tokens
Scaleway Max Throughput
170 t/s
Scaleway Min Latency
400ms
TTFT p50
Scaleway Best Intelligence
64/100
Scaleway Vision Models
0
Scaleway Strengths
  • 1M free tokens for all new customers — best free tier in Europe
  • B300-SXM GPU instances — latest NVIDIA Blackwell hardware in Europe
  • Live model catalog: GLM-5.2, Mistral Medium 3.5, Qwen3.8-27B, DeepSeek V4 Flash, gpt-oss-120B
  • French cloud — strongest EU data sovereignty credentials
  • Serverless and dedicated deployment options
  • Low latency (<200ms TTFT) for European end-users
Scaleway Weaknesses
  • Smaller model catalog than US-based inference providers
  • Lower throughput than speed-optimised providers
  • Less developer tooling than OpenAI or Anthropic
Scaleway Model Tiers
frontier
0
advanced
0
efficient
1
budget
0
Scaleway Capabilities
Vision0
Tool Use1
Reasoning0
Open Weights1
Multilingual0
RAG / Search0
Structured Out0
Embeddings0
Scaleway Throughput (tokens/sec)
Scaleway Best Model by Use Case
chat
llama-3.3-70b-instruct
efficient$0.60/1M in
cost
llama-3.3-70b-instruct
efficient$0.60/1M in

Scaleway Models

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ModelModalityTierPriceCached /1MTTFTThroughputContextIntel.Caps
llama-3.3-70b-instruct
Llama 3.3
Chatefficient
$0.60/ $0.60
in / out per 1M
EST Jul 2026
—400ms170 t/s131K
64

Scaleway — Frequently Asked Questions (FAQs)

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Scaleway LLM pricing overview

Scaleway is an inference API provider that hosts open-weight and third-party large language models. Scaleway is a French cloud provider offering GPU compute and LLM inference with the strongest EU data sovereignty credentials. The Generative APIs catalog includes GLM-5.2 (€1.80/€5.50), Mistral Medium 3.5 (€1.50/€7.50), Qwen3.8-27B (€0.60/€3.30), DeepSeek V4 Flash 0731 (€0.40/€0.80), gpt-oss-120B (€0.15/€0.60), and Llama 3.3 70B (€0.90/€0.90). All new customers get 1M free tokens. GPU instances include B300-SXM, H100, L40S, and L4. Common use cases include European compliance, French data sovereignty, GDPR, Open-source. Headquartered in Paris, France, founded 1999. All models are accessible via a REST API compatible with standard OpenAI-style request formats, enabling drop-in integration with most LLM frameworks and orchestration tools.

Scaleway vs other LLM providers

Scaleway competes with OpenAI, Anthropic, Google, Groq, Together AI, Mistral, Cohere, and other inference API providers across dimensions of price, throughput, latency, context window, and model intelligence. The strongest European data sovereignty credentials — French company, French data centres, 1M free tokens for new customers, B300-SXM GPU instances, and <200ms TTFT for European users. Use the LLM provider comparison tool to see Scaleway token pricing, latency, and throughput side-by-side with any other provider. The full LLM pricing table shows all providers ranked by input token cost, output token cost, and throughput in a single sortable view.

Why choose Scaleway?

Scaleway stands out because: The strongest European data sovereignty credentials — French company, French data centres, 1M free tokens for new customers, B300-SXM GPU instances, and <200ms TTFT for European users.. The API currently offers 1 model, spanning 1 efficient tier. For teams running high-volume inference workloads, prompt caching and batch API endpoints can reduce effective input token costs by 50–90% — check the context window cost guide for a full breakdown of caching economics.

Understanding Scaleway token pricing

Scaleway charges separately for input (prompt) and output (completion) tokens, priced per 1M tokens in USD. Output tokens are typically 3–5× more expensive than input tokens due to the compute cost of autoregressive generation. The cheapest {meta.name} input rate is currently $0.60/1M tokens. Prices shown are sourced from Scaleway's public pricing page and updated every 15 minutes. Need help estimating your spend? Read the LLM API cost calculator guide — it covers tokens, context windows, prompt caching, and batch discounts with worked examples for RAG, chat history, and document processing workloads.

Scaleway context window and model capabilities

Context window size directly affects both capability and cost — every token in the context window is charged as an input token. Scaleway's largest context window is 131K tokens. For RAG and document processing workloads, longer context windows enable richer retrieval but increase per-call costs proportionally. Prompt caching — where supported — stores the KV state of repeated prefixes and charges 75–90% less for cache hits, making it the most impactful cost optimization for applications with consistent system prompts or retrieved documents. See the LLM context window cost guide for a full analysis of how context length affects your API bill.

Self-hosted vs managed inference: when Scaleway makes sense

Managed inference APIs like Scaleway eliminate infrastructure overhead — no GPU provisioning, driver management, or model serving stack to maintain. The trade-off is cost at scale: a single H100 at ~$2.50/hr can serve ~500K tokens/min of Llama 3.3 70B, which at Scaleway API rates would cost significantly more per token. The break-even point depends on your request volume, latency requirements, and engineering capacity. For teams processing fewer than ~10M tokens/day, managed APIs are almost always cheaper when total cost of ownership is considered. Above that threshold, self-hosted inference on rented GPU compute typically wins on unit economics. Read the cheapest GPU cloud guide for a full break-even analysis. Historical Scaleway token price data is available in the LLM price history charts.

Compare Scaleway With Another LLM Provider

Compare Scaleway vs other providers

Side-by-side token pricing, latency, throughput, and context window. View all LLM provider comparisons →