Harvey vs OpenAI

Harvey — Application · Private · $11B valuation · 4 of 4 figures sourced  |  OpenAI — Foundation Models · Private · $852B valuation · 5 of 5 figures sourced

Relationship

Harvey Knowledge and ChatGPT do comparable work on search answers; 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.

4 of 6 capabilitiesShared product typeLarger scale

4 of 6 capabilities — Shares agent orchestration, document extraction, evaluation and observability and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent and application.

Ludbee product records

Larger scale — OpenAI: $852B valuation, against Harvey's $11B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldHarveyOpenAI
Valuation$11B$852B OpenAI has 77× more
Employees7254,500 OpenAI has 6.2× more
Founded20222015 7 yrs earlier
StatusPrivatePrivate match
CategoryApplicationFoundation Models
Stack layerAI agent, ApplicationAI agent, Agent platform, Application, Model API
HeadquartersSan Francisco, USASan Francisco, USA match

Capability overlap

Shared · 4

Agent orchestrationDocument extractionEvaluation and observabilitySearch answers

Not verified for OpenAI · 2

Legal drafting and reviewKnowledge retrieval

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

Not verified for Harvey · 13

Agentic codingCode generationCode reviewData analysisData securityImage generationPresentation generationSpeech to textSummarizationText generationText to speechThreat detection and responseWorkflow automation

Recorded for OpenAI. Harvey’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

Harvey

Application

HarveyApplication

Legal work platform that drafts, reviews and researches documents for law firms and in-house teams.

Harvey Command CenterApplication

Analyzes legal-AI adoption across a firm and recommends improvements.

Harvey Contract IntelligenceApplication

Reviews contracts and extracts portfolio-level insights.

Harvey KnowledgeApplication

Legal, regulatory and tax research across licensed sources, answering questions with citations back to the underlying authority.

Harvey MemoryApplication

Cross-product personalization layer that stores and applies a lawyer's preferred writing conventions, analytical approach and formatting across Harvey's tools (Web App, Outlook, Word Add-In, playbook runs).

Harvey SpacesApplication

Governed AI workspaces for collaborating on legal work.

Harvey VaultApplication

Repository for a firm's legal documents that runs queries and extractions across a whole matter at once rather than file by file.

AI agent

Harvey AgentsAI agent

Delegates end-to-end legal research and work-product creation to AI agents, executing multiple tasks in parallel with cited, review-ready outputs.

OpenAI

Application

ChatGPTApplication

Assistant for chat, web search, file analysis and image generation, used in the browser and in desktop and mobile apps; developers can build custom in-chat apps for it via the Apps SDK, built on the Model Context Protocol.

ChatGPT AtlasApplication

OpenAI's agentic web browser. Deprecated on 9 August 2026, with its browser-based agentic capabilities moved into ChatGPT and Codex.

ChatGPT GovApplication

A version of ChatGPT that US government agencies deploy in their own Microsoft Azure commercial or Azure Government cloud, so the agency manages its own security, privacy and compliance.

ChatGPT for ExcelApplication

ChatGPT in the Excel ribbon: builds and edits spreadsheets, formulas and formatting from plain-language requests, answers questions about what is in the workbook, and asks permission before changing it. OpenAI's own page bundles this with a separate ChatGPT for Google Sheets add-in; this record covers the Excel add-in only.

ChatGPT for PowerPointApplication

ChatGPT in the PowerPoint ribbon: creates new slides, rewrites and restructures an existing deck, and turns notes, documents or spreadsheets into presentation-ready content while keeping the output editable in PowerPoint.

ChatGPT for WordApplication

ChatGPT in a Microsoft Word sidebar: drafts, revises and reorganizes the open document from notes or pasted source text, pulling in context from connected apps like Outlook, SharePoint, Google Workspace and Dropbox.

SoraApplication

OpenAI's text-to-video product. The web and app experiences were discontinued on 26 April 2026; the API will be discontinued on 24 September 2026.

AI agent

CodexAI agent

Coding agent that reads, edits and runs a codebase from the terminal, an IDE extension and the ChatGPT web app.

No counterpart

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

Agent platform

OpenAI DaybreakAgent platform

OpenAI's cybersecurity offering, bringing together frontier cyber models, Codex Security and partner workflows to find, validate and fix vulnerabilities, with an access-gated Daybreak Red tier for authorised vulnerability research and red teaming.

OpenAI FrontierAgent platform

Enterprise platform for connecting AI agents to systems of record and running them under enterprise identity, access and observability controls.

Model API

OpenAI APIModel API

Hosted API for OpenAI's text, image, audio and embedding models, billed per token.

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