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Articles: AI Infrastructure

8 articles on this topic.

Qwen 4 27B vs Qwen 3.8 27B: What to Expect from Qwen 4AI

Qwen 4 27B vs Qwen 3.8 27B: What to Expect from Qwen 4

This article reviews what is confirmed about Qwen 4 27B, Qwen's upcoming model, and how Qwen 3.8 27B, a dense model on one GPU, compares with Mistral models.

13 min
Mixture of Experts (MoE) vs Dense Models: A Simple GuideConcepts

Mixture of Experts (MoE) vs Dense Models: A Simple Guide

Mixture of experts (MoE) vs dense LLMs: how each architecture works, what it changes for your GPUs, speed and price per token, and which one to choose.

OVHcloud's AI strategy: what Octave Klaba's plan is worthDigital Sovereignty

OVHcloud's AI strategy: what Octave Klaba's plan is worth

OVHcloud is announcing its own LLM and wants the whole AI stack. What already exists (GPUs, AI Endpoints), what is still unproven, what IT leaders can learn.

11 min
CoreWeave, Mistral AI's subcontractor: should you worry?Digital Sovereignty

CoreWeave, Mistral AI's subcontractor: should you worry?

For all its products, Mistral AI declares just two compute operators: its own servers and CoreWeave, whose debt is in distress. What a default would change.

LLM gateway: OpenRouter, LiteLLM or build your own?Guide

LLM gateway: OpenRouter, LiteLLM or build your own?

LLM gateway or AI gateway: what it does, OpenRouter vs LiteLLM, what it costs and where your data goes. Our own price and speed readings included.

10 min
AI Inference: the 7 ways to run your models in the enterpriseGuide

AI Inference: the 7 ways to run your models in the enterprise

Enterprise AI inference: 7 approaches compared, from buying GPUs to a turnkey provider. Real costs, sovereignty, latency and how to choose.

Enterprise AI SLA: one AI provider for your agents is not enoughGuide

Enterprise AI SLA: one AI provider for your agents is not enough

Why one provider is not enough for an enterprise AI SLA. Compare commitments, multi-provider gateways and fallbacks for RAG and AI assistants.

On-premise LLM and RAG for the enterprise: what €60k really buys youAI

On-premise LLM and RAG for the enterprise: what €60k really buys you

On-premise LLM in 2026: GPU prices, memory per model, full TCO and break-even against the same model via API. Figures to decide between Make and Buy.

12 min