H Company vs Upstage

H Company — Application · Private · $220M raised · 2 of 2 figures sourced  |  Upstage — Foundation Models · Private · $958.8M valuation · 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

FieldH CompanyUpstage
Size$220M raised$958.8M valuation different basis
Employees—100
Founded20232020 3 yrs earlier
StatusPrivatePrivate match
CategoryApplicationFoundation Models
Stack layerAI agent, Agent platform, Model APIAPI service, Agent platform, Application, Model API
HeadquartersParis, FranceSeoul, South Korea

Capability overlap

Shared · 3

Agent orchestrationModel inferenceWorkflow automation

Not verified for H Company · 4

Code generationDocument extractionText generationSearch answers

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

H Company has no capability Upstage lacks, among the 3 recorded here.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

H Company

Agent platform

Computer-use AgentsAgent platform

Managed agents that operate computer interfaces (web, desktop, mobile) programmatically via API.

Model API

Holo Models APIModel API

Multimodal API (Holo3-1-35B-A3B open-source, Holo3-122B-A10B flagship) for text/image/document processing with computer-use capabilities, billed per token.

Upstage

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.

No counterpart

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

AI agent

HoloDesktop CLIAI agent

Open-source CLI client that launches and drives H Agent locally, giving the agent mouse/keyboard control across the whole desktop operating system (not just a browser).

HoloTabAI agent

Chrome extension that runs an agent inside the browser to fill forms and work through sites.

Runner HAI agent

Agent that completes multi-step tasks in a web browser on the user's behalf.

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

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.

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.

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