Cresta vs OpenAI

Cresta — Application · Private · $1.6B valuation · 4 of 4 figures sourced  |  OpenAI — Foundation Models · Private · $852B valuation · 5 of 5 figures sourced

Relationship

Overlaps on agent orchestration, data analysis, evaluation and observability and 2 more; 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.

5 of 9 capabilitiesShared product typeLarger scale

5 of 9 capabilities — Shares agent orchestration, data analysis, evaluation and observability and 2 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 Cresta's $1.6B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldCrestaOpenAI
Valuation$1.6B$852B OpenAI has 532× more
Employees5084,500 OpenAI has 8.9× more
Founded20172015 2 yrs earlier
StatusPrivatePrivate match
CategoryApplicationFoundation Models
Stack layerAI agent, ApplicationAI agent, Agent platform, Application, Model API
HeadquartersPalo Alto, USASan Francisco, USA

Capability overlap

Shared · 5

Agent orchestrationData analysisEvaluation and observabilitySummarizationWorkflow automation

Not verified for OpenAI · 4

Customer supportEducation and tutoringKnowledge retrievalVoice agent

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

Not verified for Cresta · 12

Agentic codingCode generationCode reviewData securityDocument extractionImage generationPresentation generationSpeech to textText generationText to speechThreat detection and responseSearch answers

Recorded for OpenAI. Cresta’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

Cresta

Application

AI AnalystApplication

Conversational research tool: poses natural-language questions over customer interaction data and returns evidence-grounded charts, comparisons and written answers.

AI ReceptionistApplication

Automated 24/7 phone-answering system for small businesses that captures leads, books/reschedules appointments, answers questions and routes calls.

Agent Operations CenterApplication

A supervision surface for a contact centre running both people and AI agents, giving real-time oversight and guidance across the two.

Automation DiscoveryApplication

Identifies which customer conversations are automation candidates, assigns a readiness score by volume/complexity/resolution rate, and exports discovered flows into Cresta's AI Agent Builder.

Cresta Agent AssistApplication

Real-time AI that listens to live contact-center conversations and surfaces behavioral coaching, source-backed answers and after-call summaries directly inside an agent's existing tools.

Cresta Conversation IntelligenceApplication

Analyzes 100% of customer conversations across human and AI agents to surface behavioral drivers of CSAT, handle time and revenue, combining Cresta Insights, Quality Management and Coach.

Cresta OperaApplication

The no-code AI workflow engine that powers every Cresta product ('Opera GenAI Intents, Opera Workflows, Opera Analyzer'), letting contact-center teams configure and continuously optimize AI without writing code.

Knowledge AgentApplication

Continuously listens during customer interactions and surfaces precise answers in real time, grounded in conversation and on-screen context (account status, order history), guiding agents through complex workflows.

Synthetic CustomersApplication

Analyzes conversation data to generate realistic customer personas, ranked by traffic volume and traced to source conversations, for AI-agent testing, human-agent training and voice-of-customer simulation.

Training SimulatorApplication

Lets contact-center agents practice against AI-simulated customers built from real conversations, for onboarding, continuous skill development and targeted coaching.

AI agent

Cresta AI AgentAI agent

Cresta's autonomous contact-centre agent, handling customer conversations end to end rather than coaching a human through them.

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 Cresta 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.