Alibaba vs DeepSeek

Alibaba — Foundation Models · Public · $273.4B mkt cap · 4 of 4 figures sourced  |  DeepSeek — Foundation Models · Private · $50B valuation · 4 of 4 figures sourced

Relationship

Qwen and DeepSeek do comparable work on summarization; both also serve buyers who need to draft and edit written content; 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.

6 of 16 capabilitiesShared product typeSmaller scale

6 of 16 capabilities — Shares agent orchestration, agentic coding, code generation and 3 more.

Ludbee capability tags · from the product records

Shared product type — Both ship application and model API.

Ludbee product records

Smaller scale — DeepSeek: $50B valuation, against Alibaba's $273.4B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldAlibabaDeepSeek
Size$273.4B mkt cap$50B valuation different basis
Employees131,462160 DeepSeek has 822× fewer
Founded19992023 24 yrs later
StatusPublicPrivate
CategoryFoundation ModelsFoundation Models match
Stack layerAI agent, API service, Application, Infrastructure service, Model API, PlatformApplication, Developer tool, Model API
HeadquartersHangzhou, ChinaHangzhou, China match

Capability overlap

Shared · 6

Agent orchestrationAgentic codingCode generationModel inferenceSummarizationText generation

Not verified for DeepSeek · 10

AI compute hardwareCode reviewData labellingDocument extractionGPU cloudImage generationModel hostingModel trainingTranslationSearch answers

Recorded for Alibaba. DeepSeek’s product records say nothing either way — a missing record is not a missing capability.

DeepSeek has no capability Alibaba lacks, among the 6 recorded here.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Alibaba

Application

QuarkApplication

Alibaba's AI assistant app combining chat, search, document processing and image generation across web, mobile and desktop.

QwenApplication

Alibaba's assistant app for chat, image and document tasks, built on the Qwen models.

Model API

Alibaba Cloud Model StudioModel API

Alibaba Cloud service that serves Qwen and third-party models behind one API, with fine-tuning and agent tooling.

DeepSeek

Application

DeepSeekApplication

Assistant app for chat, reasoning and code questions, built on DeepSeek's own models.

Model API

DeepSeek API PlatformModel API

API access to DeepSeek's chat and reasoning models.

No counterpart

Alibaba sells these in a stack layer with no product recorded for DeepSeek yet — nothing on the other side to compare them against.

API service

Alibaba Cloud Machine TranslationAPI service

API-based neural machine translation service for text and document translation.

AI agent

Qwen CodeAI agent

Open-source terminal-based AI coding agent built on the Qwen model family.

Platform

Alibaba Cloud Platform for AI (PAI)Platform

End-to-end machine-learning platform covering data labelling, model development and training, and model deployment and inference.

ModelScopePlatform

Alibaba Cloud's open model community and hub for discovering, running and deploying pretrained models.

Infrastructure service

Alibaba Cloud Elastic GPU ServiceInfrastructure service

On-demand GPU compute service for AI training, inference and high-performance computing workloads.

DeepSeek sells these in a stack layer with no product recorded for Alibaba yet — nothing on the other side to compare them against.

Developer tool

DeepSeek HarnessDeveloper tool

Open-source framework for building agents from composable plugins, distributed under the MIT license as a developer-preview initiative (install via `npx @deepseek-ai/dsh web` or clone from GitHub).

Open in the browser view