NVIDIA vs Palo Alto Networks

NVIDIA — Hardware · Public · $5.1T mkt cap · 4 of 4 figures sourced  |  Palo Alto Networks — Application · Public · $302.9B mkt cap · 4 of 4 figures sourced

Relationship

NVIDIA NeMo and Prisma AIRS AI Gateway do comparable work on guardrails and safety; 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.

4 of 26 capabilitiesShared product typeSmaller scale

4 of 26 capabilities — Shares agent orchestration, data analysis, evaluation and observability and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship platform.

Ludbee product records

Smaller scale — Palo Alto Networks: $302.9B market cap, against NVIDIA's $5.1T market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldNVIDIAPalo Alto Networks
Market cap$5.1T$302.9B Palo Alto Networks has 17× smaller
Employees42,00016,068 Palo Alto Networks has 2.6× fewer
Founded19932005 12 yrs later
StatusPublicPublic match
CategoryHardwareApplication
Stack layerHardware, Infrastructure service, Model API, PlatformApplication, Platform
HeadquartersSanta Clara, USASanta Clara, USA match

Capability overlap

Shared · 4

Agent orchestrationData analysisEvaluation and observabilityGuardrails and safety

Not verified for Palo Alto Networks · 22

3D generationAccelerator siliconAI compute hardwareAudio editingAutonomous drivingAvatar videoData labellingDrug discoveryGPU cloudGPU programmingIndustrial automationInterconnectModel hostingModel inferenceModel trainingRobot controlServer systemsSpeech to textText to speechVideo analyticsVideo editingVoice agent

Recorded for NVIDIA. Palo Alto Networks’s product records say nothing either way — a missing record is not a missing capability.

Not verified for NVIDIA · 3

Data securityThreat detection and responseWorkflow automation

Recorded for Palo Alto Networks. NVIDIA’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

NVIDIA

Platform

CUDA ToolkitPlatform

Programming toolkit and libraries for running general-purpose computation on NVIDIA GPUs.

NVIDIA ACEPlatform

Suite of AI technologies (speech, intelligence, animation models and plugins) for building conversational, actionable in-game characters, mostly MIT-licensed with some components under NVIDIA's open model license.

NVIDIA AI EnterprisePlatform

Supported software suite for building and deploying AI workloads on NVIDIA hardware.

NVIDIA AI WorkbenchPlatform

Free development-environment manager for creating, customizing and collaborating on AI applications across GPU systems, with enterprise support available through an NVIDIA AI Enterprise license.

NVIDIA BioNeMoPlatform

Development platform for AI-driven biology and drug discovery: open models, libraries, datasets and NIM microservices for the full AI lifecycle in biopharma.

NVIDIA DRIVEPlatform

End-to-end autonomous-vehicle platform spanning training infrastructure, simulation and safety-certified in-vehicle compute for production autonomy from L2++ to L4.

NVIDIA Dynamo-Triton (Triton Inference Server)Platform

Open-source model-deployment server for TensorRT, PyTorch, ONNX, OpenVINO and other frameworks across GPUs and CPUs, with production support and stable APIs through NVIDIA AI Enterprise.

NVIDIA IsaacPlatform

Open robotics development platform combining simulation, CUDA-accelerated perception libraries, ROS 2 integration and humanoid tooling for building AI-powered robots.

NVIDIA NeMoPlatform

Suite of libraries and microservices covering the AI agent lifecycle - data curation, customisation, evaluation, guardrails and monitoring.

NVIDIA OmniversePlatform

Platform of OpenUSD-based libraries and microservices for building simulation-ready digital twins and synthetic-data environments used to train and validate physical AI and robots.

NVIDIA RAPIDSPlatform

Suite of open-source, GPU-accelerated data-science libraries (cuDF, cuML, cuGraph, cuxfilter), rebranding to "CUDA-X for Data Science."

NVIDIA RivaPlatform

Deployable speech-AI library (ASR/TTS) for production inference, free to prototype via build.nvidia.com and licensed for production deployment through NVIDIA AI Enterprise.

NVIDIA TensorRTPlatform

Ecosystem of compilers, runtimes and optimization tools for high-performance deep-learning inference; TensorRT-LLM and Model Optimizer are free on GitHub, with commercial deployment options via NVIDIA AI Enterprise.

Palo Alto Networks

Platform

Cortex XDRPlatform

Endpoint detection and response platform marketed as "the foundation of the AI-driven SOC," with an AI agent assistant (Cortex AgentiX) for investigation and response.

Cortex XSIAMPlatform

An AI-driven security operations platform that unifies SIEM, SOAR and detection-and-response data with automation and AI agents to run a security operations centre.

Precision AIPlatform

Palo Alto Networks' proprietary AI system combining machine learning, deep learning and generative AI to automate threat detection, prevention and remediation across its Strata, Prisma Cloud and Cortex security platforms.

Prisma AIRSPlatform

An AI security platform that discovers, scans and protects AI models, agents, applications and data against runtime and posture threats.

Prisma AIRS AI GatewayPlatform

Runtime gateway component of Prisma AIRS that inspects and governs traffic to and from AI models and agents.

Strata Cloud ManagerPlatform

"The first AI-powered, unified solution for network security management and operations," with an AI assistant (Strata Copilot) and purpose-built AI agents for policy optimization, threat detection and remediation.

No counterpart

NVIDIA sells these in a stack layer with no product recorded for Palo Alto Networks yet — nothing on the other side to compare them against.

Infrastructure service

NVIDIA DGX CloudInfrastructure service

NVIDIA's AI cloud of GPU clusters and managed AI services, which NVIDIA's own page now presents as its internal environment for building its models, and which is still sold on Microsoft's Azure marketplace.

Model API

NVIDIA NIMModel API

Prebuilt inference microservices that package foundation models with optimised serving engines and standard APIs, deployable as hosted endpoints or self-hosted containers.

Hardware

NVIDIA BlackwellHardware

Data-centre GPU architecture used for training and serving large models, sold in servers and rack systems.

NVIDIA BlueField PlatformHardware

Data-processing-unit (DPU) platform combining compute with accelerated networking, storage and security for AI-factory infrastructure.

NVIDIA BroadcastHardware

Free application that enhances livestreams and video calls with AI noise removal, background replacement and other audio/video effects; requires a GeForce RTX GPU.

NVIDIA DGX SparkHardware

Desktop AI supercomputer powered by the GB10 Grace Blackwell Superchip for local autonomous agents, running models up to 200B parameters for inference.

NVIDIA DGX StationHardware

Deskside AI supercomputer powered by the GB300 Grace Blackwell Ultra Superchip, up to 20 petaFLOPS and 748GB coherent memory, supporting models up to 1T parameters.

NVIDIA HGX PlatformHardware

Reference baseboard specification (HGX B200, B300, Vera Rubin NVL8) that system integrators and OEMs build into complete AI servers, listed in NVIDIA's Qualified System Catalog.

NVIDIA IGX PlatformHardware

Edge-AI developer kits (IGX Thor, IGX Thor Mini, IGX Orin) for industrial and medical edge computing.

NVIDIA JetsonHardware

Family of embedded AI modules and developer kits for robotics and edge AI (Thor, AGX Orin, Orin NX/Nano, Xavier, TX2/Nano series).

NVIDIA OVX SystemsHardware

Scalable data-centre server systems (e.g. OVX L40S with four or eight GPUs) for AI and graphics workloads, built by NVIDIA OVX partners.

NVIDIA Quantum-X InfiniBandHardware

Quantum-X800 InfiniBand switching for large-scale AI clusters, part of NVIDIA's InfiniBand networking line.

NVIDIA RTX PROHardware

Professional GPU line (RTX PRO 2000 through RTX PRO 6000) for AI, graphics and simulation workloads across Blackwell, Ada Lovelace, Ampere and Turing architectures.

NVIDIA Spectrum-XHardware

Ethernet networking platform (switches, ConnectX SuperNICs, BlueField DPUs, LinkX cables) purpose-built for generative-AI-scale data centres.

NVIDIA Vera RubinHardware

NVIDIA's data-centre platform succeeding Blackwell, pairing Rubin GPUs with Vera CPUs at rack scale for agentic AI and reasoning workloads.

NVIDIA Virtual GPU (vGPU)Hardware

Software that virtualizes GPUs across VMs in enterprise data centres and cloud deployments, licensed through NVIDIA's vGPU License and Support Portal.

Palo Alto Networks sells these in a stack layer with no product recorded for NVIDIA yet — nothing on the other side to compare them against.

Application

AI Access SecurityApplication

A cloud-delivered service within Prisma SASE that discovers shadow AI usage and applies access controls and data loss prevention to generative AI applications.