Alphabet (Google) vs Cisco

Alphabet (Google) — Foundation Models · Public · $4.2T mkt cap · 4 of 4 figures sourced  |  Cisco — Hardware · Public · $433.3B mkt cap · 4 of 4 figures sourced

Relationship

Google Cloud TPU and Cisco AI PODs do comparable work on AI compute hardware and model training; both also serve buyers who need to buy data-centre AI compute; smaller scale (public).

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

12 of 30 capabilitiesShared product typeSmaller scale

12 of 30 capabilities — Shares AI compute hardware, accelerator silicon, agent orchestration and 9 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent, application and hardware.

Ludbee product records

Smaller scale — Cisco: $433.3B market cap, against Alphabet (Google)'s $4.2T market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldAlphabet (Google)Cisco
Market cap$4.2T$433.3B Cisco has 9.6× smaller
Employees190,82086,200 Cisco has 2.2× fewer
Founded19981984 14 yrs earlier
StatusPublicPublic match
CategoryFoundation ModelsHardware
Stack layerAI agent, API service, Agent platform, Application, Developer tool, Hardware, Model API, PlatformAI agent, Application, Hardware
HeadquartersMountain View, USASan Jose, USA

Capability overlap

Shared · 12

Accelerator siliconAgent orchestrationAI compute hardwareCustomer supportData analysisEvaluation and observabilityModel inferenceModel trainingSpeech to textSummarizationVoice agentWorkflow automation

Not verified for Cisco · 18

Agentic codingAvatar videoCode generationCode reviewCode searchDocument extractionGPU cloudImage generationMusic generationPresentation generationKnowledge retrievalText generationText to speechTranslationVideo analyticsVideo editingVideo generationSearch answers

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

Not verified for Alphabet (Google) · 5

Data securityGuardrails and safetyInterconnectServer systemsThreat detection and response

Recorded for Cisco. Alphabet (Google)’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

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.

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.

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.

Cisco

Application

AI Assistant for Webex Contact CenterApplication

AI assistant for contact-centre agents and supervisors that produces call and transfer summaries, live transcription, suggested chat replies, topic analytics, automatic CSAT scoring and agent burnout signals.

Cisco AI CanvasApplication

AgenticOps workspace where teams and AI agents collaborate to investigate, correlate and resolve issues across domains: natural-language querying, multi-step agent workflows, shared real-time visibility, and native Cisco plus third-party tool integration via Cloud Control Studio.

Cisco AI DefenseApplication

End-to-end AI security product that discovers an organisation's AI assets, red-teams models and applications for vulnerabilities, and enforces runtime guardrails against prompt injection and data leakage.

Cisco IQApplication

Agentic support intelligence delivered inside Cisco Support and Professional Services — 'the delivery vehicle for everything Cisco Support and Professional Services knows about your environment, made continuously available before you ask for it' — generally available as SaaS since April 2026 and included with existing support contracts.

Webex AI Workforce Engagement ManagementApplication

AI-native workforce engagement suite for contact centres that forecasts demand and optimises shifts, uses NLP and LLMs to evaluate 100 percent of human and AI agent interactions (AI Quality Management), and runs performance coaching and AI-led onboarding simulations.

AI agent

Webex AI AgentAI agent

Autonomous customer-service AI agent that handles inquiries conversationally across voice, SMS, email, chat and messaging apps and escalates to a human agent with context when it cannot resolve.

Hardware

Cisco AI PODsHardware

Pre-validated modular AI infrastructure bundles that combine Cisco UCS servers, NVIDIA GPUs, Nexus 9000 400G/800G switching and management software into single orderable stacks for AI inferencing, training and fine-tuning.

Cisco AI PODs for CollaborationHardware

Turnkey on-premises AI appliance that runs real-time speech transcription for Cisco collaboration deployments locally, for customers with data-sovereignty requirements that rule out cloud AI services.

Cisco Nexus Hyperfabric AIHardware

Cloud-managed full-stack AI cluster sold as hardware plus software plus service, packaging Cisco 6000 and N9300 series switches on an 800GbE back-end fabric, UCS servers with NVIDIA H200 GPUs and BlueField DPUs, optional VAST storage and NVIDIA AI Enterprise under the Hyperfabric cloud controller.

Cisco Silicon OneHardware

Unified programmable networking-silicon architecture for AI, hyperscale, data-centre, service-provider and enterprise routing/switching, spanning five series (G/P/E/K/A) of chip families.

No counterpart

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

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.

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.

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.

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.