Decart vs Mistral AI

Decart — Foundation Models · Private · $4B valuation · 3 of 3 figures sourced  |  Mistral AI — Foundation Models · Private · $13.8B valuation · 5 of 5 figures sourced

Relationship

Cogito and Mistral AI Studio both serve buyers who need to build on a hosted model API and draft and edit written content; larger scale (private).

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 training and text generation.

Ludbee capability tags · from the product records

Shared product type — Both ship API service, application and model API.

Ludbee product records

Larger scale — Mistral AI: $13.8B valuation, against Decart's $4B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldDecartMistral AI
Valuation$4B$13.8B Mistral AI has 3.5× more
Employees—900
Founded20232023 match
StatusPrivatePrivate match
CategoryFoundation ModelsFoundation Models match
Stack layerAPI service, Application, Infrastructure service, Model APIAI agent, API service, Application, Model API, Platform
HeadquartersTel Aviv, IsraelParis, France

Capability overlap

Shared · 3

Model hostingModel trainingText generation

Not verified for Mistral AI · 5

GPU programmingImage editingModel inferenceVideo editingVideo generation

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

Not verified for Decart · 9

Agentic codingCode generationDocument extractionGPU cloudSpeech to textSummarizationText to speechVoice agentSearch answers

Recorded for Mistral AI. 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.

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.

Mistral AI

Application

Mistral SpeechApplication

Enterprise voice-AI solution set: real-time voice agents, text-to-speech/voice cloning (Voxtral TTS) and speech-to-text/diarization (Voxtral Realtime, Voxtral Mini Transcribe 2), open-weight and self-hostable.

Mistral VibeApplication

Assistant for chat, web search, document analysis and image generation, built on Mistral's own models.

API service

Mistral OCRAPI service

SOTA document-extraction API (OCR 4) returning bounding boxes, block classification and confidence scores across 170 languages; the same endpoint's Document AI mode adds a no-code, schema-driven layer on top for structured extraction.

Model API

Mistral AI StudioModel API

Developer platform for calling, fine-tuning and deploying Mistral's models, billed per token.

No counterpart

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

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.

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

AI agent

Mistral Vibe CodeAI agent

Agentic coding across terminal, IDE, web and background — multi-file orchestration, codebase-aware completion, async agents and native IDE extensions, built on Mistral Medium/Devstral/Codestral.

Platform

Mistral AI CloudPlatform

Frontier-grade infrastructure and orchestration for training and serving models at scale.

Mistral ForgePlatform

Turn institutional knowledge into custom enterprise LLMs without managing the infrastructure.

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