Advanced AI Space

Alibaba's Qwen model family, from proprietary API models (Qwen-Max, Qwen-Plus, Qwen-Flash) to open-weight Qwen releases, served through Alibaba Cloud Model Studio's OpenAI-compatible API for chat, vision, audio, coding, embeddings and function calling

GPU resources for Kubernetes workloads with NVIDIA GeForce RTX 4080 Super (16 GB) or L40S (48 GB) cards, billed at a fixed monthly fee with free set-up on six-month commitments; data kept in Aruba's European data centres.

OpenAI-compatible API to open-weight models (e.g. gpt-oss-120b, Llama 3.1 8B, Mistral Small 3.2, Qwen3 Coder, bge-m3 embeddings, Qwen image models) hosted in Aruba's Italian data centres, billed per token or per image.

Build generative AI applications with foundation models from Anthropic (Claude Opus 4.7 from April 2026), Cohere, Meta, Mistral, Stability AI, TwelveLabs (video understanding), and Amazon's own Nova family — accessed via a single API with fine-tuning, knowledge bases, agents, and a model marketplace for discovery and easy onboarding

AWS-built foundation model family covering text (Micro, Lite, Pro, Premier), image generation (Canvas), and video generation (Reel) — accessed through the Bedrock runtime with tight pricing and low-latency streaming, launched at re:Invent 2024

Enterprise access to OpenAI models (GPT-5 family, reasoning, image, audio and embedding models) through Microsoft Foundry, with Entra ID auth, private networking, global, data-zone or regional deployments, and pay-as-you-go or provisioned throughput.

Platform for building, deploying and governing AI apps and agents (formerly Azure AI Studio and Azure AI Foundry): model catalogue spanning OpenAI and partner models, Foundry Agent Service with MCP support, Foundry IQ knowledge, evaluation, tracing and a control plane.

NVIDIA GPU instances and GPU-backed Kubernetes nodes (A100, L40S, H100, H200, B200, B300) in the UK, billed hourly on demand or with 6–36 month commitments

UK-hosted AI assistant and OpenAI-compatible API from Civo, with chat subscriptions per user and per-token API pricing; data processed in UK data centres

Serverless GPU-backed AI inference at the edge running a catalogue of open-source text, image, speech, and embedding models (Llama, Mistral, Stable Diffusion, Whisper, BGE) with pricing per Neuron (Workers AI's billing unit) and direct binding from Workers code

NVIDIA GPU capacity delivered on dedicated Bare Metal servers (L40S and H100 configurations) with MIG partitioning, usable from IaaS, OpenShift and Managed Kubernetes, for sovereign-FR AI training and inference

Hosted large-language-model inference endpoints on SecNumCloud-qualified GPUs. Positioned as the French sovereign alternative to hosted OpenAI / Anthropic APIs for regulated workloads — health data (HDS-qualified), public-sector, defence-adjacent

Databricks' AI platform (built on the 2023 MosaicML acquisition) for building, fine-tuning, serving, evaluating and governing ML models, foundation models and AI agents on the lakehouse, including Model Serving, AI Search and Agent Bricks.

Serverless real-time endpoints for custom ML models, agents and hosted foundation models (pay-per-token or provisioned throughput), with autoscaling, gateway guardrails and Unity Catalog governance.

Virtual machines with single or 8-GPU NVIDIA and AMD configurations for AI training and inference, available on-demand, as spot capacity or on contract

Managed model inference with a catalogue of DigitalOcean-hosted and third-party models, serverless and dedicated deployments, and request routing across providers

Dedicated single-tenant 8-GPU servers for large-scale AI training and inference, provisioned on contract

NVIDIA GPU instances with 1 to 8 cards (A30, V100, A40, A5000, RTX 3080 Ti, RTX Pro 6000 and B300) for AI/ML training, inference and HPC, billed per second in selected zones

Concrete AI service that deploys public, gated or private Hugging Face models on dedicated NVIDIA GPUs in European data centres as OpenAI-compatible API endpoints, billed per second of GPU time plus Object Storage, with scale-to-zero

GPU compute instances on NVIDIA H100, H200, and A100 hardware for AI training and inference workloads, available as bare metal or virtualised, with hourly billing and reserved capacity options

Serverless AI inference platform that deploys open-source or custom containerised models on NVIDIA GPUs in chosen regions, with smart routing across 210+ PoPs to the nearest endpoint and per-second GPU billing

Google Cloud's AI development platform (formerly Vertex AI): Model Garden access to Gemini and 200+ models, Agent Studio and ADK for building agents, Agent Runtime, managed training and tuning on TPUs/GPUs, pipelines, model registry and Vector Search.

Direct API access to Google's most capable multimodal AI models with text, image, audio, and video understanding, long context windows, and function calling support

Google-designed Tensor Processing Unit accelerators for training and serving large ML models, available as TPU VMs and slices, usable from GKE, Compute Engine and Agent Platform.

Heroku add-on giving OpenAI-style API access to chat, embedding, rerank and image models hosted on Amazon Bedrock, with tool execution on dynos and MCP server support; US and EU model sets

End-to-end AI development platform with AutoML, data labelling, distributed training on Ascend and GPU clusters, and one-click deployment to cloud or edge

Huawei's Pangu family of large models for NLP, multimodal, prediction and scientific computing, with model development, fine-tuning and deployment on Ascend infrastructure

Enterprise AI studio for training, validating, tuning, and deploying foundation models and traditional ML models, with IBM's Granite model family, Hugging Face integration, prompt lab, synthetic data generation, and governance via watsonx.governance

OpenAI-compatible API to open-weight models hosted in Infomaniak's Swiss data centres: LLMs (e.g. Qwen 3.5, Mistral Small 4, Kimi K2.6, Apertus, Gemma 4), embeddings, rerankers, Whisper transcription and image generation; billed per token or per minute.

Serverless inference API for a curated catalogue of open-weight models (e.g. Llama, Mistral, Qwen, gpt-oss, FLUX image and BGE embedding models) hosted in Berlin, with an OpenAI-compatible API, built-in vector stores for RAG, and per-token or per-image billing.

Virtual machines with dedicated NVIDIA H200 GPUs (PCIe passthrough) in fixed S, M, L and XL templates for AI training, inference and HPC, available in Frankfurt (de/fra/2) and Worcester (gb/bhx).

NVIDIA A30, A100 (80 GB), H100 (80 GB) and RTX 6000 Blackwell (96 GB) GPU VMs in Amsterdam for AI, ML and rendering, billed hourly with the VM included and discounts for commitments; deployable via OpenStack or Gardener-managed Kubernetes.

Naver's HyperCLOVA X foundation-model platform for Korean-language LLM workloads — chat completion, embeddings, function calling, RAG over Korean text with strong native-language performance

Sales-led, reserved bare-metal NVIDIA GPU capacity (e.g. GB300 NVL72 racks and B200 hosts) ring-fenced per project and region on InfiniBand/NVLink fabrics, delivered via Nscale Kubernetes Service, Managed Slurm or bare metal for large-scale training and inference.

Self-serve, prepaid serverless inference API for open-weight chat, vision, embedding and image-generation models on Nscale GPU infrastructure, with OpenAI-compatible endpoints and token-based pay-as-you-go pricing.

Managed Slurm batch scheduler running on Kubernetes, providing HPC-style scheduled queues for large-scale AI training and mixed workloads on Nscale GPU capacity.

Managed generative AI platform hosting Mistral AI models, operated end to end in France on NumSpot's sovereign cloud; access on request through sales rather than self-service

OCI's managed generative AI platform: on-demand and dedicated-cluster access to Cohere, Meta Llama, Google Gemini, OpenAI gpt-oss and xAI Grok models, fine-tuning, OpenAI-compatible APIs, and Enterprise AI features for building and deploying agents.

Flexible GPUs (fGPUs) allocated and attached to VMs (up to two of the same model), with NVIDIA models from K2, P6, P100 and V100 to A100, L40, H100 and H200 depending on Region, for AI/ML training and inference

AI Studio (optionally with Le Chat and Vibe agent tooling) delivered on dedicated 8x H200 GPU capacity in the SecNumCloud cloudgouv-eu-west-1 region, giving access to a library of sovereign LLMs; sold on quotation

Dedicated Mistral AI model deployments (Ministral 8B, Mistral Small, Medium 3, Codestral, Voxtral, Embed) on reserved L40, H100 or H200 GPUs, sold as fixed monthly bundles in the SecNumCloud cloudgouv-eu-west-1 region

Serverless API access to 20+ open-weight models (LLMs, speech-to-text and text-to-speech, document and image analysis) through an OpenAI-compatible API. Billed per input and output token and hosted in the EU, with a free sandbox and a Batch mode in beta.

Public Cloud GPU instances with NVIDIA GPUs, including H200, H100, L40S, L4, V100S and Quadro RTX 5000, plus NVMe storage and up to 25 Gbps of public and private networking. Used for AI training and inference, video processing and rendering.

OpenAI-compatible inference for open-weight models (e.g. gpt-oss, Mistral, Qwen) hosted in Paris: Serverless billed per million tokens with 1M free tokens, plus Dedicated Deployment (formerly Managed Inference) billed hourly

Virtual machines with NVIDIA L4, L40S, H100 (PCIe and SXM) and B300-SXM GPUs for AI training, inference and rendering, billed per minute of uptime in Paris and Warsaw zones

Fully managed AI and ML service offering hosted LLMs, vector search, and ML functions inside Snowflake SQL

Managed inference API for shared open-weight chat and embedding models (e.g. gpt-oss, Qwen3, Gemma 4, Llama 3.3 70B), billed per million input and output tokens and hosted in STACKIT's EU01 region; launched May 2025

Tencent's in-house Hunyuan (Tencent HY) large language models, including Hy3 (256K context), Hy4 preview (1M context) and Hy-MT2 translation models, served through Tencent Cloud's LLM Service TokenHub API alongside third-party models

Cloud servers with NVIDIA GPUs for AI/ML training and inference, rendering and media workloads

On-demand NVIDIA GPU instances (H100, H200, A100, L40S, A40, A16) with hourly billing for AI training and inference workloads, with reserved capacity available via the Vultr sales team

Serverless platform for deploying and scaling AI model inference without managing GPU infrastructure