Hyperbolic vs Scaleway: Token Pricing, Speed & Intelligence

Full comparison of Hyperbolic and Scaleway — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Updated July 2026.

Hyperbolic

Open-source inference marketplace — Llama, DeepSeek R1, and more

Hyperbolic provides a marketplace for open-source model inference, hosting Llama 3.3, DeepSeek R1, and other popular models at competitive prices. Their platform emphasises accessibility and affordability, making frontier open-weight models available to developers and researchers at low cost.

Cost-efficiencyResearchOpen-sourceExperimentationBudget workloads

Open-weight hostHosts open weights

Scaleway

French cloud provider with sovereign EU LLM inference

Scaleway is a French cloud provider offering GPU compute and LLM inference with a focus on European data sovereignty. Their Generative APIs service hosts Llama 3.3 and other open-weight models, making them a strong choice for European businesses with data residency requirements.

European complianceFrench data sovereigntyGDPROpen-sourceGPU compute

Open-weight hostHosts open weights

Key metrics

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths & weaknesses

Hyperbolic

Among the lowest prices for open-weight model inference

DeepSeek R1 and Llama 3.3 available at competitive rates

Marketplace model — broad model selection

OpenAI-compatible API

Good for research and experimentation

Less established reliability than larger providers

Throughput lower than Groq/Cerebras for speed-critical apps

No fine-tuning support

Scaleway

French cloud — strongest EU data sovereignty credentials

GDPR-compliant with data centres in France and Netherlands

GPU compute + LLM inference from one provider

Competitive pricing for European market

Long-established cloud provider (founded 1999)

Smaller model catalog than US-based inference providers

Lower throughput than speed-optimised providers

Less developer tooling than OpenAI or Anthropic

Key differentiators

Hyperbolic

One of the most affordable inference marketplaces for open-weight models — ideal for researchers and cost-sensitive workloads.

Scaleway

The strongest European data sovereignty credentials — a French company with French data centres, ideal for organisations with strict EU data residency requirements.

Frequently asked questions

Hyperbolic FAQs

What models does Hyperbolic offer?

Hyperbolic hosts Llama 3.3 70B, DeepSeek R1, and other popular open-weight models. Their marketplace approach means the catalog evolves frequently.

How does Hyperbolic pricing compare to competitors?

Hyperbolic is among the most affordable options for open-weight model inference, often undercutting Together AI and Fireworks AI on price. This makes it attractive for high-volume or cost-sensitive workloads.

Is Hyperbolic reliable for production use?

Hyperbolic is newer and less established than providers like Together AI or Fireworks AI. It's well-suited for research, prototyping, and cost-sensitive workloads, but for mission-critical production use, a more established provider may be preferable.

Scaleway FAQs

Is Scaleway GDPR-compliant?

Yes. Scaleway is a French company with data centres in France and the Netherlands. All data stays within the EU, making it one of the strongest options for GDPR compliance and French data sovereignty requirements.

What LLM models does Scaleway offer?

Scaleway's Generative APIs service hosts Llama 3.3 and other open-weight models. Their catalog is focused on the most widely-used open-source models.

How does Scaleway compare to Nebius AI for European inference?

Both are European providers with GDPR-compliant infrastructure. Scaleway has stronger French data sovereignty credentials (French company, French data centres) while Nebius AI has a larger model catalog and more inference-focused infrastructure.

Provider resources

Hyperbolic

Provider page Website Pricing Docs

Scaleway

Provider page Website Pricing Docs

Hyperbolic — Open-source inference marketplace — Llama, DeepSeek R1, and more

One of the most affordable inference marketplaces for open-weight models — ideal for researchers and cost-sensitive workloads.

Scaleway — French cloud provider with sovereign EU LLM inference

The strongest European data sovereignty credentials — a French company with French data centres, ideal for organisations with strict EU data residency requirements.

Key strengths compared

Hyperbolic

▸Among the lowest prices for open-weight model inference
▸DeepSeek R1 and Llama 3.3 available at competitive rates
▸Marketplace model — broad model selection

Scaleway

▸French cloud — strongest EU data sovereignty credentials
▸GDPR-compliant with data centres in France and Netherlands
▸GPU compute + LLM inference from one provider

Provider category context

Hyperbolic is a inference api, founded in 2023. Scaleway is a cloud, founded in 1999. The category difference means these providers serve partially overlapping use cases — compare the model lists and pricing tables above to find the best fit for your specific workload.

How to choose between them

Choose Hyperbolic if you need among the lowest prices for open-weight model inference. Choose Scaleway if you need french cloud — strongest eu data sovereignty credentials. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.