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Moonshot AI vs Scaleway: Token Pricing, Speed & Intelligence

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

Moonshot AI

Kimi — long-context frontier models from China's leading AI lab

Moonshot AI is a Chinese AI startup behind the Kimi model family. Kimi K2 is a 1-trillion-parameter MoE model released as open-weight, competitive with frontier models on coding and agentic tasks. The Kimi API offers long-context processing up to 128K tokens with competitive pricing.

CodingAgentsLong-contextReasoningMultilingual
Proprietary modelsHosts 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)

Cheapest output ($/1M)

Peak throughput

Best latency (TTFT)

Intelligence score

Context window

Live token pricing

Strengths & weaknesses

Moonshot AI

Kimi K2 is a 1T MoE open-weight model with strong coding scores
Competitive on agentic and tool-use benchmarks
Long-context support up to 128K tokens
Open-weight release enables self-hosting
Strong performance on Chinese-language tasks
API primarily targets Chinese market — international latency may vary
Smaller ecosystem than OpenAI or Anthropic
Fewer third-party integrations available

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

Moonshot AI

Kimi K2 is a 1-trillion-parameter open-weight MoE model that scores competitively with Claude Sonnet on coding and agentic benchmarks.

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

Moonshot AI FAQs

What is Kimi K2?

Kimi K2 is a 1-trillion-parameter mixture-of-experts model from Moonshot AI, released as open-weight. It activates approximately 32B parameters per token and is designed for coding, agentic tasks, and long-context reasoning.

Is Kimi K2 open-weight?

Yes. Kimi K2 weights are publicly available on Hugging Face, making it one of the largest open-weight models available. Teams can self-host it on multi-GPU clusters or access it via the Moonshot API.

How does Kimi K2 compare to Claude Sonnet?

Kimi K2 scores competitively with Claude Sonnet 4 on coding benchmarks including SWE-bench. It is particularly strong on agentic tasks that require tool use and multi-step planning.

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

Moonshot AIKimi — long-context frontier models from China's leading AI lab

Moonshot AI is a Chinese AI startup behind the Kimi model family. Kimi K2 is a 1-trillion-parameter MoE model released as open-weight, competitive with frontier models on coding and agentic tasks. The Kimi API offers long-context processing up to 128K tokens with competitive pricing.

Kimi K2 is a 1-trillion-parameter open-weight MoE model that scores competitively with Claude Sonnet on coding and agentic benchmarks.

ScalewayFrench 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.

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

Moonshot AI

  • Kimi K2 is a 1T MoE open-weight model with strong coding scores
  • Competitive on agentic and tool-use benchmarks
  • Long-context support up to 128K tokens

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

Moonshot AI is a frontier lab, 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 Moonshot AI if you need kimi k2 is a 1t moe open-weight model with strong coding scores. 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.