Dropbox vs Upstage

Dropbox — Application · Public · $7.8B mkt cap · 4 of 4 figures sourced  |  Upstage — Foundation Models · Private · $958.8M valuation · 4 of 4 figures sourced

Relationship

Dropbox Dash and Solar Chat do comparable work on search answers; smaller 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 5 capabilitiesShared product typeSmaller scale

3 of 5 capabilities — Shares document extraction, search answers and workflow automation.

Ludbee capability tags · from the product records

Shared product type — Both ship application.

Ludbee product records

Smaller scale — Upstage: $958.8M valuation, against Dropbox's $7.8B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldDropboxUpstage
Size$7.8B mkt cap$958.8M valuation different basis
Employees2,113100 Upstage has 21× fewer
Founded20072020 13 yrs later
StatusPublicPrivate
CategoryApplicationFoundation Models
Stack layerApplicationAPI service, Agent platform, Application, Model API
HeadquartersSan Francisco, USASeoul, South Korea

Capability overlap

Shared · 3

Document extractionSearch answersWorkflow automation

Not verified for Upstage · 2

Knowledge retrievalSummarization

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

Not verified for Dropbox · 4

Agent orchestrationCode generationModel inferenceText generation

Recorded for Upstage. Dropbox’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

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.

Upstage

Application

Solar ChatApplication

Research-the-web chat assistant built on Upstage's Solar LLM family, answering questions with sources.

Upstage AI SpaceApplication

Document intelligence tool that extracts, drafts and reviews document-based work; referenced in a customer testimonial as helping brokers find answers across long documents.

No counterpart

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

API service

Document ParseAPI service

API that converts PDFs and scanned documents into structured, machine-readable layout and text.

Information ExtractAPI service

API that pulls named fields out of unstructured documents such as invoices, claims and contracts.

Agent platform

Upstage StudioAgent platform

Workspace for building and running document-processing agents from Upstage's parsing and extraction steps.

Model API

Solar LLMsModel API

Upstage's family of agent-oriented language models -- Solar Pro 4 as a hosted API for terminal tasks, document workflows and multi-turn tool use, plus the open-weight Solar Open 2 (250B MoE, 15B active params) for self-hosting.

Open in the browser view