Cohere vs Moonshot AI

Cohere — Foundation Models · Private · $7B valuation · 5 of 5 figures sourced  |  Moonshot AI — Foundation Models · Private · $35B valuation · 2 of 2 figures sourced

Relationship

Cohere Platform and Kimi Open Platform 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 9 capabilitiesShared product typeLarger scale

3 of 9 capabilities — Shares agent orchestration, document extraction and text generation.

Ludbee capability tags · from the product records

Shared product type — Both ship application and model API.

Ludbee product records

Larger scale — Moonshot AI: $35B valuation, against Cohere's $7B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldCohereMoonshot AI
Valuation$7B$35B Moonshot AI has 5.0× more
Employees500—
Founded20192023 4 yrs later
StatusPrivatePrivate match
CategoryFoundation ModelsFoundation Models match
Stack layerAPI service, Application, Infrastructure service, Model APIAI agent, Application, Model API
HeadquartersToronto, CanadaBeijing, China

Capability overlap

Shared · 3

Agent orchestrationDocument extractionText generation

Not verified for Moonshot AI · 6

Email assistanceModel hostingModel inferenceKnowledge retrievalVector searchWorkflow automation

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

Not verified for Cohere · 4

Agentic codingCode generationSummarizationSearch answers

Recorded for Moonshot AI. Cohere’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

Cohere

Application

CompassApplication

An enterprise search and discovery system over a company's own scattered data, sold as a configured end-to-end product rather than as a raw retrieval API.

NorthApplication

Workplace assistant that runs agents over a company's internal documents and tools, deployable in the customer's own environment.

North AutomationsApplication

Workflow-orchestration layer inside Cohere North that lets employees describe a goal in plain language and turns it into a coordinated, multi-model, multi-step automation with approval checkpoints and usage tracking.

Model API

Cohere PlatformModel API

Hosted API for Cohere's generation, embedding and reranking models, billed per token.

Moonshot AI

Application

KimiApplication

Assistant for chat, long-document reading and web search, built on Moonshot's Kimi models.

Model API

Kimi Open PlatformModel API

Moonshot's developer platform for calling the Kimi models, billed per token.

No counterpart

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

API service

ParseAPI service

Document parsing that turns enterprise documents, tables and images into structured data for search and agents to consume.

Infrastructure service

Model VaultInfrastructure service

Fully managed, network-isolated SaaS inference platform for serving Cohere's embedding, reranking and generative models in production, with auto-scaling and no rate limits.

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

AI agent

Kimi ClawAI agent

Deploys persistent AI agents on personal or cloud devices for ongoing task execution.

Kimi CodeAI agent

Performs software-development tasks (code generation, review, refactoring) with Kimi's AI.

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