AI Tech Stack: Model Serving & Compute Landscape 2026
A live map of the companies running models in production, the serving, inference and compute layer of the stack. Compiled by VenorTech (landscape dated 20 October 2026) and organized into VenorTech's own categories, in the order they list them: 199 companies across 10 categories. Source: https://landscapes.venortech.com/model-serving-compute/
LLM & Model Inference Serving
AntSeed baseten beam BentoML Berget cerebrium CognitivessAI Cortex Cumulus deepinfra Doubleword Featherless Fireworks AI Flex Gelu AI Groq Impala AI Inferact inference Inferless InferX Interfaze Lepton AI Melious AI Modal Modular Nunchux AI OctoML Ollama OpenGradient Parasail Pipeshift PolarGrid PolarPeer Replicate SambaNova Systems Simplismart Standard Thinking Synthetic tensormesh Together
GPU Cloud & Compute Rental
Airon Andromeda Coreweave Corvex Crusoe DigitalOcean Firmus Technologies Gensyn GMI Cloud Hydra Host io.net IREN KRAMBU Lambda Lyceum Manifold Labs Massed Compute Nava Nebius NexGen Cloud Neysa Novita Nscale OpenRelay PaleBlueDot Phala Polarise Qumulus runpod Scaleway Sharon AI Smartbird TensorWave The San Francisco Compute Company Thunder Compute Trainy Vast Verda VESSL AI Voltage Park
AI Compute Hardware: Chips & Networking
Arago Axelera Ayar Labs Blumind Cerebras Systems Cornelis Networks d-Matrix DEEPX Delos Data DriveNets EnCharge AI Eridu Extropic FemtoAI Fractile FuriosaAI Hailo Hedgehog iPronics Lamb Labs Lightmatter Ludwig Computing Lumai Lumilens Mythic Nexthop OLIX Opticore Positron Rain Rebellions Syntiant Teram Unconventional AI Upscale Volantis
Inference Optimization & Compilers
ByteShape CentML Clarifai Corbenic AI Deci Embedl General Compute Gimlet Labs Lemurian Labs Literal Labs Luminal Mako Multiverse Computing Neural Magic Oliver AI OneTriangle OpenInfer Ora Computing Pruna Ai Refiant Subconscious TheStage AI Wafer yasp ZML
GPU Orchestration & Cluster Management
Anyscale Anyway Systems CAST AI Clear ML Coiled Expanse Hammerhead https://dstack.ai/ Lablup MIrantis Mithril Netris Rafay Run.ai SaturnCloud ScaleOps SkyPilot Sparset Tandemn TrndX
Model Gateways & Routing
AIsa Barndoor AI Clod Concentrate AI Conifer Coworker Experiential Labs Flatkey Helicone LiteLLM Maitai Not Diamond OpenRouter Opens Portkey Speko TensorZero Tracer TrueFoundry TrustedRouter
AI Data Centre & Power Infrastructure
5C Applied Digital DayOne Fluidstack Nexus Data Centers Radiant SkyVault VAST Data WEKA WhiteFiber Zettabyte
Hyperscaler / SaaS Giant
Amazon Web Services Google Microsoft NVIDIA
GPU Orchestration & Control Plane
vCluster
On-Device / Edge AI Inference
Decompute
Dealroom.co