Nebius Group vs Together AI
Both run on DeepSeek, GLM, Llama, Mistral, Qwen.
Relationship
Managed Soperator and Together GPU Clusters do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; smaller scale (private).
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
4 of 5 capabilities — Shares GPU cloud, model hosting, model inference and 1 more.
Ludbee capability tags · from the product recordsShared product type — Both ship developer tool, infrastructure service and model API.
Ludbee product recordsSmaller scale — Together AI: $8.3B valuation, against Nebius Group's $61.6B market cap.
Ludbee scale figures · valuation, market cap or revenue estimateAligned comparison
Capability overlap
Shared · 4
Not verified for Together AI · 1
Recorded for Nebius Group. Together AI’s product records say nothing either way — a missing record is not a missing capability.
Together AI has no capability Nebius Group lacks, among the 4 recorded here.
Products, side by side
Algorithmic pairing — assembled from recorded fields, not hand-checked
Nebius Group
Developer tool
Fully managed MLflow deployment on Nebius AI Cloud for tracking experiments, metrics and artifacts across the machine-learning lifecycle without maintaining tracking-server infrastructure.
Infrastructure service
Nebius-managed Kubernetes operator that runs Slurm clusters on GPU infrastructure for fault-tolerant large-scale AI training, with topology-aware scheduling and automatic node health checks and recovery.
Rented GPU clusters with storage and networking for training and serving models, billed by the GPU-hour.
Nebius AI Cloud's on-demand GPU runtime that runs containerised AI workloads as Jobs and hosts custom models behind HTTP Endpoints without provisioning or managing clusters.
Model API
Managed inference endpoint serving open-weight models on Nebius hardware, billed per token.
Together AI
Developer tool
Custom model training service covering supervised fine-tuning and direct preference optimization, billed per token.
Infrastructure service
Dedicated, reserved GPU containers for model inference with guaranteed performance, billed per GPU-hour.
Reserved NVIDIA GPU clusters for training and large-scale inference.
Model API
Hosted API serving open-weight text, image and audio models, billed per token.
No counterpart
Together AI sells these in a stack layer with no product recorded for Nebius Group yet — nothing on the other side to compare them against.
API service
Asynchronous bulk inference for workloads that do not need a real-time response, priced below Together's serverless rate.
A managed service for fine-tuning open-source models on a customer's own data and serving the result on Together's infrastructure.