Decart vs Meta Platforms

Decart — Foundation Models · Private · $4B valuation · 3 of 3 figures sourced  |  Meta Platforms — Foundation Models · Public · $1.5T mkt cap · 4 of 4 figures sourced

Relationship

Cogito and Meta Model API 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; 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 capabilitiesShared product typeLarger scale

3 of 8 capabilities — Shares model hosting, model inference and text generation.

Ludbee capability tags · from the product records

Shared product type — Both ship application and model API.

Ludbee product records

Larger scale — Meta Platforms: $1.5T market cap, against Decart's $4B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldDecartMeta Platforms
Size$4B valuation$1.5T mkt cap different basis
Employees—78,865
Founded20232004 19 yrs earlier
StatusPrivatePublic
CategoryFoundation ModelsFoundation Models match
Stack layerAPI service, Application, Infrastructure service, Model APIAI agent, Agent platform, Application, Model API
HeadquartersTel Aviv, IsraelMenlo Park, USA

Capability overlap

Shared · 3

Model hostingModel inferenceText generation

Not verified for Meta Platforms · 5

GPU programmingImage editingModel trainingVideo editingVideo generation

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

Not verified for Decart · 11

Agent orchestrationAgentic codingCode generationCode reviewCustomer supportEmail assistanceImage generationMarketing contentSales outreachSearch answersWorkflow automation

Recorded for Meta Platforms. 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.

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.

Meta Platforms

Application

Meta AIApplication

Meta's assistant, available on its own site and inside WhatsApp, Instagram, Messenger and Facebook.

Meta Advantage+Application

AI-driven ad-campaign automation suite in Meta Ads Manager that automates targeting, creative testing and budget allocation for advertisers.

Model API

Meta Model APIModel API

Meta's self-serve hosted inference API for its Muse models, with OpenAI-SDK-compatible endpoints and published per-token rates.

No counterpart

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

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.

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

AI agent

Meta Business AgentAI agent

AI agent businesses deploy across WhatsApp, Messenger and Instagram to answer customer questions, recommend products, book appointments and qualify leads.

MuseAI agent

Meta's personal AI agent: given a goal it builds a plan, takes tasks like email, bookings, forms and purchases off a user's plate, and keeps working after the app is closed.

Muse CodeAI agent

Terminal-based multi-agent AI coding agent that plans, writes, reviews and validates code changes across large repositories.

Agent platform

Meta AI StudioAgent platform

Existing AI characters on Meta's apps stay active, but since 10 August 2026 people can no longer create new AI characters or edit existing ones.

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