Alibaba vs Dataiku
Relationship
Dataiku and ModelScope do comparable work on model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
3 of 8 capabilities — Shares agent orchestration, model inference and model training.
Ludbee capability tags · from the product recordsShared product type — Both ship AI agent, infrastructure service and platform.
Ludbee product recordsLarger scale — Alibaba: $273.4B market cap, against Dataiku's $3.7B valuation.
Ludbee scale figures · valuation, market cap or revenue estimateAligned comparison
Capability overlap
Shared · 3
Not verified for Dataiku · 13
Recorded for Alibaba. Dataiku’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Alibaba · 5
Recorded for Dataiku. Alibaba’s product records say nothing either way — a missing record is not a missing capability.
Products, side by side
Algorithmic pairing — assembled from recorded fields, not hand-checked
Alibaba
AI agent
Platform
End-to-end machine-learning platform covering data labelling, model development and training, and model deployment and inference.
Alibaba Cloud's open model community and hub for discovering, running and deploying pretrained models.
Infrastructure service
On-demand GPU compute service for AI training, inference and high-performance computing workloads.
Dataiku
AI agent
AI building agent that turns a business objective written in plain language into a governed Dataiku project of data pipelines, models, agents and applications rendered as an editable visual workflow.
Platform
Platform for building, deploying and governing data, machine-learning and agent workflows across an organisation.
Infrastructure service
Cross-platform governance product that discovers every AI agent an enterprise is running -- on Microsoft Copilot Studio, Azure Foundry, Salesforce Agentforce, AWS Bedrock, Google Vertex, Databricks, Snowflake Cortex, n8n or Dataiku itself -- measures each agent's business and technical performance, and flags the ones that pose the greatest risk. Announced 2026-09-24; distinct from Dataiku Agent Hub, which creates and operationalizes agents rather than discovering and governing agents built anywhere.
Control layer over the Dataiku LLM Mesh that caps LLM spend, screens prompts and outputs for sensitive or malicious content, and scores model output quality.
Centralised gateway that routes, meters and governs an organisation's connections to multiple LLM providers from inside the Dataiku platform.
No counterpart
Alibaba sells these in a stack layer with no product recorded for Dataiku yet — nothing on the other side to compare them against.
Application
Alibaba's AI assistant app combining chat, search, document processing and image generation across web, mobile and desktop.
Alibaba's assistant app for chat, image and document tasks, built on the Qwen models.
API service
API-based neural machine translation service for text and document translation.
Model API
Alibaba Cloud service that serves Qwen and third-party models behind one API, with fine-tuning and agent tooling.
Dataiku sells these in a stack layer with no product recorded for Alibaba yet — nothing on the other side to compare them against.
Agent platform
Centralised control plane inside the Dataiku platform for creating, orchestrating, deploying and tracking AI agents across teams.
Expert-to-Agent engine that converts subject-matter-expert know-how into governed AI agents grounded in enterprise data with structured reasoning and human oversight.