Cohere vs Dropbox

Cohere — Foundation Models · Private · $7B valuation · 5 of 5 figures sourced  |  Dropbox — Application · Public · $7.8B mkt cap · 4 of 4 figures sourced

Relationship

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

Aligned comparison

FieldCohereDropbox
Size$7B valuation$7.8B mkt cap different basis
Employees5002,113 Dropbox has 4.2× more
Founded20192007 12 yrs earlier
StatusPrivatePublic
CategoryFoundation ModelsApplication
Stack layerAPI service, Application, Infrastructure service, Model APIApplication
HeadquartersToronto, CanadaSan Francisco, USA

Capability overlap

Shared · 3

Document extractionKnowledge retrievalWorkflow automation

Not verified for Dropbox · 6

Agent orchestrationEmail assistanceModel hostingModel inferenceText generationVector search

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

Not verified for Cohere · 2

SummarizationSearch answers

Recorded for Dropbox. 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.

Dropbox

Application

Dropbox DashApplication

AI-powered universal search and knowledge workspace that connects a team's files, messages and apps into one searchable index.

Reclaim.aiApplication

AI calendar application that automatically schedules tasks, habits, meetings and breaks across Google Calendar and Outlook Calendar.

No counterpart

Cohere sells these in a stack layer with no product recorded for Dropbox 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.

Model API

Cohere PlatformModel API

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