Decart vs Huawei Cloud

Decart — Foundation Models · Private · $4B valuation · 3 of 3 figures sourced  |  Huawei Cloud — Infrastructure · Private

Relationship

Cogito and MaaS do comparable work on model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; Huawei Cloud's scale not recorded.

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

4 of 8 capabilitiesShared product type

4 of 8 capabilities — Shares model hosting, model inference, model training and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship API service, application, infrastructure service and 1 more.

Ludbee product records

Aligned comparison

FieldDecartHuawei Cloud
Size$4B valuationnot disclosed
Employees——
Founded2023—
StatusPrivatePrivate match
CategoryFoundation ModelsInfrastructure
Stack layerAPI service, Application, Infrastructure service, Model APIAPI service, Application, Developer tool, Infrastructure service, Model API, Platform
HeadquartersTel Aviv, IsraelShenzhen, China

Capability overlap

Shared · 4

Model hostingModel inferenceModel trainingVideo generation

Not verified for Huawei Cloud · 4

GPU programmingImage editingText generationVideo editing

Recorded for Decart. Huawei Cloud’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Decart · 15

Agentic codingAI compute hardwareAvatar videoCode generationCustomer supportData analysisDocument extractionDrug discoveryGPU cloudGuardrails and safetyMedical imaging analysisKnowledge retrievalSpeech to textVector searchVideo analytics

Recorded for Huawei Cloud. Decart’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

Decart

Application

Delulu (by Decart)Application

Delulu is Decart's consumer mobile app for AI photo transformation, published on iOS and Android by Decart.AI, Inc. Its store listing describes it as a way to 'Turn any photo into something fun, weird, or just really good-looking, with a single tap', browsing preset styles and creating stickers to share.

LucyApplication

Real-time video editing platform that edits and transforms live video at streaming speed, for enterprises, brands, creators and live/streaming/gaming use cases; built on Decart's DOS infrastructure.

API service

Oasis 3API service

Interactive world model for Physical AI, generating realistic, controllable real-time simulation environments for training autonomous systems, distributed as an API/SDK product built on Decart's Optimization Stack (DOS) infrastructure.

Infrastructure service

Decart Optimization StackInfrastructure service

The Decart Optimization Stack (DOS) is Decart's inference and training optimization infrastructure, spanning hardware-aware model design, kernel tooling, proprietary compilers and inference optimization. It is sold to hardware providers and AI teams as engagements covering benchmark optimization, customer-defined kernel and compiler work, cross-workload efficiency gains, and profiler and simulator licensing, and is marketed as hardware-agnostic across GPUs, TPUs, Trainium and AMD accelerators.

Model API

CogitoModel API

Cogito is Decart's OpenAI-compatible LLM inference API, serving frontier open-weight models including Kimi K2.6, Kimi K2.7 Code, GLM-5.2, Qwen3 235B and GPT-OSS 120B across Trainium, TPU and GPU capacity. A self-serve Standard tier is billed per token, while an ultra-fast reserved tier advertises 1,000+ tokens per second. It is built on Decart's own DOS optimization stack.

Decart API PlatformModel API

Hosted API for Decart's real-time video and world models.

Huawei Cloud

Application

MetaStudioApplication

Digital-content creation platform that generates lifelike virtual-human avatars speaking/acting from a script and audio, using voice activity detection, NLP and intelligent choreography.

API service

Content ModerationAPI service

Image, text and video detection service that flags pornography and advertisements to reduce business risk.

Image RecognitionAPI service

Deep-learning API that identifies objects, scenes and concepts in images against a pool of visual content tags.

Image SearchAPI service

Deep-learning image search service providing industry-specific feature vectorization and similarity search.

Optical Character Recognition (OCR)API service

Service that recognises printed and handwritten characters and converts them into editable text.

Question Answering Bot (QABot)API service

Service for building, publishing and managing intelligent question-and-answer bots, billed per API call.

Short Sentence RecognitionAPI service

Speech recognition service that converts short audio files of up to one minute into text.

Video Intelligent Analysis ServiceAPI service

AI-driven video analytics service for event detection and decision-making support across smart-city, smart-campus and workplace-safety use cases, using over 80 proprietary algorithms.

Infrastructure service

GPU Accelerated Cloud ServerInfrastructure service

GPU- and Ascend-processor cloud servers for deep-learning training/inference, scientific computing and graphics workloads, provisioned in minutes via the console.

Model API

MaaSModel API

Token-metered service giving access to hosted third-party foundation models, run on Huawei's CloudMatrix infrastructure.

No counterpart

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

Developer tool

CodeArts AgentDeveloper tool

AI coding platform that reads project context to generate and modify code, sold in free and per-seat paid editions.

Platform

EIHealthPlatform

Huawei Cloud's biomedical AI platform covering genomic sequencing analysis, AI-assisted drug discovery and medical image annotation and AI-assisted diagnosis.

Huawei HiLensPlatform

Multimodal AI development platform for building and managing device-cloud AI applications, with a console and an AI skill market.

ModelArtsPlatform

Huawei Cloud's one-stop AI development platform for data preparation, zero-code AutoML, ultra-large-scale distributed training and real-time, batch and edge inference deployment.