Adobe vs Alphabet (Google)

Adobe — Application · Public · $115.9B mkt cap · 4 of 4 figures sourced  |  Alphabet (Google) — Foundation Models · Public · $4.2T mkt cap · 4 of 4 figures sourced

Relationship

Adobe Firefly Graph and Mixboard do comparable work on image generation; both also serve buyers who need to create images and video; larger scale (public).

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

16 of 21 capabilitiesShared product typeLarger scale

16 of 21 capabilities — Shares agent orchestration, customer support, data analysis and 13 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent, API service, application and 1 more.

Ludbee product records

Larger scale — Alphabet (Google): $4.2T market cap, against Adobe's $115.9B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldAdobeAlphabet (Google)
Market cap$115.9B$4.2T Alphabet (Google) has 36× more
Employees31,360190,820 Alphabet (Google) has 6.1× more
Founded19821998 16 yrs later
StatusPublicPublic match
CategoryApplicationFoundation Models
Stack layerAI agent, API service, Application, PlatformAI agent, API service, Agent platform, Application, Developer tool, Hardware, Model API, Platform
HeadquartersSan Jose, USAMountain View, USA

Capability overlap

Shared · 16

Agent orchestrationCustomer supportData analysisDocument extractionImage generationModel inferenceModel trainingPresentation generationKnowledge retrievalSpeech to textSummarizationText generationVideo editingVideo generationSearch answersWorkflow automation

Not verified for Alphabet (Google) · 5

3D generationAI search visibilityAudio editingImage editingMarketing content

Recorded for Adobe. Alphabet (Google)’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Adobe · 14

Accelerator siliconAgentic codingAI compute hardwareAvatar videoCode generationCode reviewCode searchEvaluation and observabilityGPU cloudMusic generationText to speechTranslationVideo analyticsVoice agent

Recorded for Alphabet (Google). Adobe’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

Adobe

Application

Acrobat AI AssistantApplication

An AI assistant inside Adobe Acrobat that answers questions about PDFs and generates summaries, insights, and content with citations from the user's documents.

Acrobat Student SpacesApplication

AI-powered study platform that turns uploaded notes, PDFs or links into flashcards, quizzes, study guides and podcasts, with a cited AI assistant for course questions.

Adobe Acrobat StudioApplication

Commercial suite combining document AI, PDF work and content creation.

Adobe Brand ConciergeApplication

An AI conversational agent that brands deploy on their digital properties to answer customer questions from approved brand content and feed interaction data back into Adobe Experience Platform profiles.

Adobe Brand IntelligenceApplication

Applies learned brand standards to AI-generated content and compliance reviews.

Adobe Engagement IntelligenceApplication

In-development Adobe offering (name and job not yet fully public); official heading explicitly states IN DEVELOPMENT.

Adobe Experience Platform Agent OrchestratorApplication

Coordinates Adobe Experience Platform agents and their reasoning across marketing workflows.

Adobe ExpressApplication

A web and mobile design, photo, and video application whose creation workflow is built around Firefly generative AI for images, text effects, logos, templates, and short-form video.

Adobe FireflyApplication

Generative AI platform for creating and editing images, video, vectors and audio, integrated across Adobe's Creative Cloud apps.

Adobe Firefly GraphApplication

Builds reusable visual workflows for generative creative production within Creative Cloud.

Adobe GenStudio for Performance MarketingApplication

A generative AI application for marketers that produces on-brand ad and email copy, image, and video variants, checks them against brand guidelines, and activates them to channels such as Meta, LinkedIn and Google Campaign Manager 360.

Adobe PodcastApplication

A web application for recording, transcribing, and editing spoken audio, built around AI filters including Enhance Speech, which restores recordings to studio quality.

API service

Adobe Firefly ServicesAPI service

A set of Adobe APIs for automated content generation and production at scale, spanning Firefly generative APIs, Photoshop APIs, Lightroom APIs, and Content Tagging APIs.

AI agent

Adobe CX Enterprise CoworkerAI agent

Executes coordinated audience, journey and marketing workflows as an enterprise 'coworker' agent within Adobe Experience Platform.

Platform

Adobe Brand VisibilityPlatform

A generative engine optimization system, formerly Adobe LLM Optimizer, that monitors how AI assistants represent a brand and deploys site optimizations to improve that representation.

Adobe Firefly Custom ModelsPlatform

Fine-tuned Firefly generative models trained on a company's own brand assets so that generated imagery stays on-brand — distinct from Firefly Foundry, in which Adobe trains proprietary models for a customer.

Adobe Firefly FoundryPlatform

An enterprise offering in which Adobe trains proprietary, IP-protected Firefly generative models on a company's own brand or franchise assets to produce image, video, audio, vector, and 3D content.

Firefly Creative ProductionPlatform

Governed, agentic workflow builder for enterprise creative production -- coordinates Firefly and third-party generative models, creative actions, reviews and delivery steps across a production pipeline, distinct from the raw Firefly Services API.

Alphabet (Google)

Application

AI Mode in Google SearchApplication

A named tab in Google Search — "our most powerful AI search, with more advanced reasoning and multimodality" — that answers a query conversationally over web sources rather than with a link list.

DreambeansApplication

Standalone mobile app (iOS/Android) delivering personalized, AI-illustrated daily stories synthesized from a user's connected Google services (Gemini, Gmail, Calendar, Photos, YouTube, Search).

GeminiApplication

Google's assistant for chat, research, image generation and work across Google apps.

Gemini NotebookApplication

A source-grounded research tool that summarizes, answers questions from and generates audio overviews of documents a user uploads.

Google FlowApplication

AI filmmaking application for creating cinematic clips and scenes, built on Veo (video), Imagen (image) and Gemini (prompting) — the application layer above the Veo model already recorded in models.json.

Google Flow MusicApplication

Agentic music co-producer, formerly ProducerAI and graduated from Google Labs, that chats with you about ideas, generates and edits songs, learns your style, and offers free unlimited downloads.

Google VidsApplication

An AI-assisted video creation and editing application bundled with Google Workspace that generates video from text prompts, slides or screen recordings.

Literature InsightsApplication

A Google Labs science tool (built with Gemini Notebook) that runs a comprehensive literature search, structures results in a data table and produces reports, slide decks and infographics.

MixboardApplication

AI-powered concepting board for exploring, expanding and refining visual/creative ideas.

Play with PuttyApplication

Google Labs experiment; explicitly waitlisted at evaluation time.

API service

Agent SearchAPI service

Enterprise search and retrieval service on the Gemini Enterprise Agent Platform (formerly Vertex AI Search) that indexes an organisation's websites, documents and structured data and serves search, answers and recommendations to applications and agents.

Cloud Speech-to-TextAPI service

A managed Google Cloud API that transcribes audio to text, supporting streaming and batch recognition across 85+ languages.

Cloud Text-to-SpeechAPI service

A managed Google Cloud API that synthesizes natural-sounding speech from text across 380+ voices and 75+ languages.

Cloud TranslationAPI service

A managed Google Cloud API that translates text and documents across more than 100 language pairs using neural machine translation, custom models or a translation-specialized LLM.

Cloud Vision APIAPI service

A managed Google Cloud API for image and document analysis, including object, face and landmark detection, OCR text extraction, and explicit-content tagging.

Document AIAPI service

A pay-per-page API for extracting, classifying and summarizing structured data and text from documents such as invoices, forms and IDs.

Google Cloud Natural Language APIAPI service

ML-based text understanding: sentiment analysis, entity recognition, syntax analysis and content classification.

Google Cloud Video Intelligence APIAPI service

Video AI service that analyzes video content for object/label/shot detection and other video-intelligence tasks.

AI agent

Computational DiscoveryAI agent

An agentic research engine (built with AlphaEvolve and ERA) that generates and scores code variations against the user's optimisation metrics to discover models and algorithms.

Hypothesis GenerationAI agent

A multi-agent research tool (built with Co-Scientist) that simulates the scientific method to identify knowledge gaps and propose testable research plans.

JulesAI agent

An autonomous coding agent that clones a GitHub repository, plans and writes code changes in a cloud VM and opens a pull request for review.

Platform

BigQuery MLPlatform

Lets analysts create, train and run machine-learning and generative-AI models inside BigQuery with GoogleSQL — from trained regression and forecasting models to remote calls on Gemini and Cloud AI APIs — without moving the data out.

Gemini Enterprise Agent Platform (formerly Vertex AI)Platform

Google Cloud's platform for training, tuning, serving and evaluating models and agents.

Gemini Enterprise for Customer ExperiencePlatform

Google Cloud's customer-experience suite — Customer Experience Agent Studio, Agent Assist, Customer Experience Insights and Contact Center as a Service — for building AI agents and assisting human agents across contact-centre channels.

No counterpart

Alphabet (Google) sells these in a stack layer with no product recorded for Adobe yet — nothing on the other side to compare them against.

Agent platform

Customer Experience Agent StudioAgent platform

Studio inside Gemini Enterprise for Customer Experience for building, testing and deploying customer-facing AI agents across voice and chat channels.

Gemini EnterpriseAgent platform

A seat-licensed enterprise application for discovering, building and running AI agents across an organization's business tools, formerly branded Agentspace.

Developer tool

Colab EnterpriseDeveloper tool

Enterprise-grade notebook environment (IAM-managed access, Google Cloud security/network, official support) explicitly distinguished on its own page from the free Colaboratory product.

Gemini Code AssistDeveloper tool

An AI coding assistant integrated into IDEs, GitHub pull requests and a CLI, sold in free, Standard and Enterprise tiers.

Google AI StudioDeveloper tool

A free web tool for prototyping prompts and testing Gemini models before moving to the Gemini API for production use.

Google AntigravityDeveloper tool

Agentic software-development platform managing autonomous coding agents across an IDE, a graphical command center and a terminal-first CLI surface.

Vertex AI WorkbenchDeveloper tool

Managed JupyterLab notebook instances on Google Cloud, prepackaged with deep-learning frameworks and integrated with BigQuery, Cloud Storage and scheduling, for developing and training models end to end.

Model API

Gemini APIModel API

A developer API, distinct from the consumer Gemini app, for integrating Gemini and Gemma models into applications and billed per token.

Hardware

Google Cloud TPUHardware

Google's custom AI accelerator chips, rented by the chip-hour on Google Cloud for training and serving machine learning models.