N

NVIDIA

NVDA

Hardware

AI chip and GPU manufacturer, with a full-stack software line — CUDA-X, NeMo, NIM and Dynamo — for training and running models.

Partner: Dell Technologies

Partner: Groq

Supplied by: TSMC

Supplies CoreWeave

Supplies Oracle

Supplies Humain

Supplies Crusoe

Supplies Baseten

Supplies Fireworks AI

Supplies Together AI

Supplies Databricks

Total funding—

Market cap$5.1T

Employees42,000

Founded1993

HeadquartersSanta Clara, USA

StatusPublic

Products

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

• NVIDIA AI Enterprise Platform Sold on its own

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

• NVIDIA Blackwell Hardware

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

• CUDA Toolkit Platform Sold on its own

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

• NVIDIA DGX Cloud Infrastructure 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.

• NVIDIA DRIVE Platform

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

• NVIDIA Isaac Platform Sold on its own

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

• NVIDIA Vera Rubin Hardware

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

• NVIDIA BlueField Platform Hardware Sold on its own

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

• NVIDIA Broadcast Hardware Sold on its own

  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 Spark Hardware Sold on its own

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

• NVIDIA DGX Station Hardware Sold on its own

  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 Platform Hardware Sold on its own

  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 Platform Hardware Sold on its own

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

• NVIDIA Jetson Hardware Sold on its own

  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 Systems Hardware Sold on its own

  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 InfiniBand Hardware Sold on its own

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

• NVIDIA RTX PRO Hardware Sold on its own

  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-X Hardware Sold on its own

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

• NVIDIA Virtual GPU (vGPU) Hardware Sold on its own

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

Inside NVIDIA AI Enterprise

• NVIDIA NeMo Platform Included with the parent

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

• NVIDIA NIM Model API Included with the parent

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

• NVIDIA Omniverse Platform Included with the parent

  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 ACE Platform Included with the parent

  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 Workbench Platform Included with the parent

  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 BioNeMo Platform Included with the parent

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

• NVIDIA Dynamo-Triton (Triton Inference Server) Platform Included with the parent

  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 RAPIDS Platform Included with the parent

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

• NVIDIA Riva Platform Included with the parent

  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 TensorRT Platform Included with the parent

  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.

Closest alternatives 17

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How this list is ranked ↗

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EleutherAI is a nonprofit, with no independent scale; ships developer tool rather than the same layer.2 of 26 capabilitiesDifferent layerCompareRRunwayPrivate · $5.3BNVIDIA ACE and Runway Characters do comparable work on avatar video and voice agent; smaller scale (private).4 of 26 capabilitiesShared product typeSmaller scaleCompareHHelsingPrivate · $18BNVIDIA Jetson and SG-1 Fathom do comparable work on robot control; smaller scale (private).3 of 26 capabilitiesShared product typeSmaller scaleCompareKMKakao MobilityPrivateNVIDIA DRIVE and 카카오모빌리티 자율주행 do comparable work on autonomous driving; both also serve buyers who need to build a self-driving system; Kakao Mobility's scale not recorded.2 of 26 capabilitiesShared product typeCompareCCartesiaPrivateNVIDIA Riva and Sonic / Ink do comparable work on speech to text and text to speech; Cartesia's scale not recorded; ships API service rather than the same layer.2 of 26 capabilitiesDifferent layerCompareLSLM StudioPrivateNVIDIA Dynamo-Triton (Triton Inference Server) and LM Studio do comparable work on model hosting; both also serve buyers who need to serve a model in production; LM Studio's scale not recorded; ships AI agent and application rather than the same layer.3 of 26 capabilitiesDifferent layerCompareSAScale AIPrivate · $29BNVIDIA Isaac and Scale Data Engine both serve buyers who need to train or fine-tune a model; smaller scale (private).3 of 26 capabilitiesShared product typeSmaller scaleCompareITInvisible TechnologiesPrivate · $144M raisedNVIDIA NeMo and Synapse do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).5 of 26 capabilitiesShared product typeCompareHHeyGenPrivate · $500MNVIDIA ACE and HeyGen API do comparable work on avatar video; both also serve buyers who need to build on a hosted model API; smaller scale (private); ships API service and application rather than the same layer.2 of 26 capabilitiesDifferent layerSmaller scaleCompareSASarvam AIPrivate · $275M raisedNVIDIA TensorRT and Sarvam Edge both serve buyers who need to run an open-weight model on your own infrastructure and serve a model in production; similar scale (private).4 of 26 capabilitiesShared product typeCompareAASMLPublic · $670.1BNVIDIA Blackwell and ASML DUV lithography systems both serve buyers who need to buy data-centre AI compute; smaller scale (public).Shared product typeSmaller scaleCompareRAResemble AIPrivateNVIDIA Broadcast and Resemble Speech-to-Speech do comparable work on audio editing; both also serve buyers who need to create synthetic voice and audio; Resemble AI's scale not recorded; ships API service and application rather than the same layer.5 of 26 capabilitiesDifferent layerCompareVVMwareAcquiredNVIDIA DGX Cloud and VMware Cloud Foundation Private AI Services both serve buyers who need to serve a model in production; VMware is acquired, with no independent scale.3 of 26 capabilitiesShared product typeComparePProlificPrivateNVIDIA NeMo and Prolific do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Prolific's scale not recorded; ships data service rather than the same layer.2 of 26 capabilitiesDifferent layerCompareSSAPPublic · $256.3BNVIDIA NeMo and SAP AI Agent Hub do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (public).5 of 26 capabilitiesShared product typeSmaller scaleCompareEEncordPrivateNVIDIA AI Workbench and Encord both serve buyers who need to train or fine-tune a model; Encord's scale not recorded.4 of 26 capabilitiesShared product typeCompareBFBlack Forest LabsPrivate · $3.3BNVIDIA NIM and FLUX API both serve buyers who need to build on a hosted model API; smaller scale (private).1 of 26 capabilitiesShared product typeSmaller scaleCompareSSunoPrivate · $5.4BNVIDIA Broadcast and Suno Studio do comparable work on audio editing; both also serve buyers who need to create synthetic voice and audio; smaller scale (private); ships application rather than the same layer.1 of 26 capabilitiesDifferent layerSmaller scaleCompareHHoneywellPublicNVIDIA Isaac and Honeywell Forge (AI Engine) do comparable work on industrial automation; Honeywell's scale not recorded.1 of 26 capabilitiesShared product typeCompareSSpace42Public · $2.6BNVIDIA AI Workbench and GIQ do comparable work on model training; smaller scale (public).2 of 26 capabilitiesShared product typeSmaller scaleCompareUUniphorePrivate · $2.5BNVIDIA TensorRT and Uniphore Model Layer both serve buyers who need to serve a model in production; smaller scale (private).5 of 26 capabilitiesShared product typeSmaller scaleCompareSSamaPrivateNVIDIA NeMo and Sama Platform do comparable work on data labelling; Sama's scale not recorded.4 of 26 capabilitiesShared product typeCompareCDChai DiscoveryPrivate · $3.8BNVIDIA BioNeMo and Chai Discovery platform do comparable work on drug discovery; smaller scale (private).1 of 26 capabilitiesShared product typeSmaller scaleCompareCCradlePrivate · $103M raisedNVIDIA BioNeMo and Cradle do comparable work on drug discovery; similar scale (private).1 of 26 capabilitiesShared product typeCompareILIsomorphic LabsPrivate · $2.7B raisedNVIDIA BioNeMo and Drug Design Engine do comparable work on drug discovery; similar scale (private).1 of 26 capabilitiesShared product typeCompareRPRecursion PharmaceuticalsPublic · $1.9BNVIDIA BioNeMo and Recursion OS do comparable work on drug discovery; smaller scale (public).1 of 26 capabilitiesShared product typeSmaller scaleCompareFAFigure AIPrivate · $39BNVIDIA Isaac and Helix do comparable work on robot control; smaller scale (private).1 of 26 capabilitiesShared product typeSmaller scaleCompareCCivitaiPrivate · $5.1M raisedNVIDIA TensorRT and Civitai both serve buyers who need to serve a model in production; similar scale (private).2 of 26 capabilitiesShared product typeCompareFAFiddler AIPrivate · $100M raisedNVIDIA NeMo and Fiddler AI Governance, Risk Management, and Compliance do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 26 capabilitiesShared product typeCompareFRFurhat RoboticsPrivateNVIDIA ACE and FurhatAI do comparable work on voice agent; Furhat Robotics's scale not recorded.3 of 26 capabilitiesShared product typeCompareSStepFunPrivate · $10BNVIDIA NIM and StepFun Open Platform both serve buyers who need to build on a hosted model API and serve a model in production; smaller scale (private).5 of 26 capabilitiesShared product typeSmaller scaleCompareAIAnduril IndustriesPrivate · $61BNVIDIA Omniverse and Ghost do comparable work on robot control; both also serve buyers who need to build a self-driving system; smaller scale (private).2 of 26 capabilitiesShared product typeSmaller scaleCompareHHandshakePrivateNVIDIA NeMo and Handshake AI do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Handshake's scale not recorded; ships data service rather than the same layer.2 of 26 capabilitiesDifferent layerCompareMMicro1PrivateNVIDIA NeMo and micro1 Data Engine do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Micro1's scale not recorded; ships data service rather than the same layer.2 of 26 capabilitiesDifferent layerCompareCCerencePublic · $384.9MNVIDIA Riva and Cerence xUI do comparable work on speech to text and text to speech; smaller scale (public).5 of 26 capabilitiesShared product typeSmaller scaleCompareWLWorld LabsPrivate · $5.3BNVIDIA NIM and World Labs API both serve buyers who need to serve a model in production; smaller scale (private).2 of 26 capabilitiesShared product typeSmaller scaleCompareSServiceNowPublic · $130.1BNVIDIA NeMo and AI Control Tower do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (public).5 of 26 capabilitiesShared product typeSmaller scaleComparePPalantirPublic · $426.5BNVIDIA Isaac and Palantir Warp Speed do comparable work on industrial automation; smaller scale (public).3 of 26 capabilitiesShared product typeSmaller scaleCompareZZooxPrivate · $990M raisedNVIDIA DRIVE and Zoox do comparable work on autonomous driving; both also serve buyers who need to build a self-driving system; similar scale (private); ships application rather than the same layer.1 of 26 capabilitiesDifferent layerCompareSASkild AIPrivate · $14BNVIDIA Isaac and Skild Brain do comparable work on robot control; smaller scale (private).1 of 26 capabilitiesShared product typeSmaller scaleCompareAAArthur AIPrivate · $62.7M raisedNVIDIA NeMo and Arthur both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 26 capabilitiesShared product typeCompareSAStability AIPrivate · $495.9MNVIDIA NIM and Stability AI Platform API both serve buyers who need to build on a hosted model API; smaller scale (private).1 of 26 capabilitiesShared product typeSmaller scaleCompareOOpenAIPrivate · $852BNVIDIA Riva and OpenAI API do comparable work on speech to text and text to speech; both also serve buyers who need to build on a hosted model API; smaller scale (private).5 of 26 capabilitiesShared product typeSmaller scaleCompareSSpeechmaticsPrivateNVIDIA Riva and Voice Agent API do comparable work on speech to text and text to speech; Speechmatics's scale not recorded; ships API service and developer tool rather than the same layer.4 of 26 capabilitiesDifferent layerComparePAPalo Alto NetworksPublic · $302.9BNVIDIA NeMo and Prisma AIRS AI Gateway do comparable work on guardrails and safety; smaller scale (public).4 of 26 capabilitiesShared product typeSmaller scaleCompareFFinAcquired ($3.6B deal)NVIDIA ACE and Fin API Platform both serve buyers who need to build on a hosted model API; Fin is acquired, with no independent scale.4 of 26 capabilitiesShared product typeCompareDDeepLPrivate · $2BNVIDIA NIM and DeepL API both serve buyers who need to build on a hosted model API; smaller scale (private).2 of 26 capabilitiesShared product typeSmaller scaleCompareXXiao-iPublicNVIDIA ACE and Hua Zang LLM Open Platform both serve buyers who need to build on a hosted model API; smaller scale (public).2 of 26 capabilitiesShared product typeCompareBByteDancePrivateNVIDIA NeMo and Coze Loop both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (private).4 of 26 capabilitiesShared product typeCompareDDatadogPublic · $84.9BNVIDIA NeMo and Agent Observability do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (public); ships AI agent, agent platform and 2 more rather than the same layer.4 of 26 capabilitiesDifferent layerSmaller scaleCompareUUiPathPublic · $7.2BNVIDIA AI Enterprise and UiPath AI Center do comparable work on model training; smaller scale (public).4 of 26 capabilitiesShared product typeSmaller scaleCompareMMercorPrivate · $20BNVIDIA AI Workbench and Mercor Data both serve buyers who need to train or fine-tune a model; smaller scale (private); ships data service rather than the same layer.2 of 26 capabilitiesDifferent layerSmaller scaleCompareWWorkdayPublic · $49.3BNVIDIA NeMo and Agent System of Record do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (public); ships AI agent, agent platform and 1 more rather than the same layer.4 of 26 capabilitiesDifferent layerSmaller scaleCompareAApptronikPrivate · $5.3BNVIDIA Jetson and Apollo do comparable work on robot control; smaller scale (private); ships robot rather than the same layer.1 of 26 capabilitiesDifferent layerSmaller scaleCompareBDBoston DynamicsAcquiredNVIDIA Jetson and Spot / Atlas do comparable work on robot control; Boston Dynamics is acquired, with no independent scale; ships robot rather than the same layer.1 of 26 capabilitiesDifferent layerCompareSASanctuary AIPrivateNVIDIA Jetson and Phoenix do comparable work on robot control; Sanctuary AI's scale not recorded; ships robot rather than the same layer.1 of 26 capabilitiesDifferent layerCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Market cap

Third-party database · 27 Aug 2026

Refreshed against the listing's own page.

Employees

Regulatory filing · 25 Jan 2026

NVIDIA CORP Form 10-K (Item 1, Human Capital), SEC, filed 2026-02-25, for the period ended 2026-01-25. Filing states: "As of the end of fiscal year 2026, we had approximately 42,000 employees in 38 countries; 31,000 were engaged in research and development." CIK 1045810.

Founded

Wikipedia · 27 Aug 2026

Wikipedia infobox "founded" field, read 2026-08-27.

Revenue (TTM)

Regulatory filing · 25 Jan 2026

NVIDIA CORP Form 10-K, SEC, filed 2026-02-25, for fiscal year ended 2026-01-25. us-gaap:Revenues per XBRL, audited. This is the trailing twelve months AS OF the fiscal year end, not as of today. CIK 1045810.

Description

Official documentation · 6 Sep 2026

"Powers most of the world's AI training and inference" is a market-share claim with no scope, no metric and no date, and NVIDIA does not make it: its own AI page claims "full-stack innovation across accelerated infrastructure, enterprise-grade software, and AI models" and names the software line the sentence now names.

Open NVIDIA in the directory

Something wrong here? Send a correction — quote this company id: nvidia.