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Top 100 Machine Learning Startups to Watch in 2026

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The machine learning landscape is defined by significant capital investment and a recent surge of new companies. This activity is largely focused on generative AI and geographically centered in California.

Established players like OpenAI have raised $78 billion, while younger companies like Anthropic and xAI are also securing tens of billions in capital. The following companies represent the key drivers in this space.

Below is our list of 100 Machine Learning startups worth keeping an eye on.

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Anthropic develops large-scale AI models with a core focus on safety and aligning them with human values. Their primary product is Claude, a family of AI assistants designed to be helpful, harmless, and honest.

HeadquartersSan Francisco, California, United States
Year Founded2021
FoundersDaniela Amodei, Dario Amodei, Jack Clark, Jared Kaplan, Sam McCandlish, Tom Brown
Funding Amount$33.7B
Startup SizeMajor Organization (1,001-5,000)
Last Funding StatusSeries F
Top InvestorsMenlo Ventures, TPG, General Catalyst, BlackRock, Insight Partners

Perplexity created an AI answer engine to provide direct, accurate responses to complex questions. The platform combines search with a conversational AI to deliver real-time information complete with source citations.

HeadquartersSan Francisco, California, United States
Year Founded2022
FoundersAndy Konwinski, Aravind Srinivas, Denis Yarats, Johnny Ho
Funding Amount$1.5B
Startup SizeMid-Size Team (51-250)
Last Funding StatusVenture Round
Top InvestorsNVIDIA, Accel, Bessemer Venture Partners, New Enterprise Associates, IVP

xAI develops artificial intelligence with the stated mission of understanding the true nature of the universe. Its first model, Grok, is a conversational AI designed to answer questions with real-time information from the 𝕏 platform.

HeadquartersBurlingame, California, United States
Year Founded2023
FoundersChristian Szegedy, Elon Musk, Greg Yang, Igor Babuschkin, Kyle Kosic, Manuel Kroiss, Toby Pohlen, Yuhuai Wu
Funding Amount$22.7B
Startup SizeMajor Organization (1,001-5,000)
Last Funding StatusCorporate Round
Top InvestorsAndreessen Horowitz, NVIDIA, Tribe Capital, BlackRock, Sequoia Capital

OpenAI develops advanced artificial intelligence models as a leading AI research and deployment company. They are best known for creating ChatGPT, a powerful conversational AI that has achieved widespread popularity.

HeadquartersSan Francisco, California, United States
Year Founded2015
FoundersAndrej Karpathy, Durk Kingma, Elon Musk, Greg Brockman, Ilya Sutskever, John Schulman, Pamela Vagata, Sam Altman, Trevor Blackwell, Vicki Cheung, Wojciech Zaremba
Funding Amount$78B
Startup SizeMajor Organization (1,001-5,000)
Last Funding StatusVenture Round
Top InvestorsAndreessen Horowitz, TPG, NVIDIA, Citi, Khosla Ventures

Mistral AI develops a range of powerful large language models, with a focus on open-source and commercially available options for enterprises. Their platform offers tailored AI services that allow businesses to deploy and customize generative AI for their specific applications.

HeadquartersParis, Ile-de-France, France
Year Founded2023
FoundersArthur Mensch, Charles Gorintin, Guillaume Lample, Jean Charles Samuelian, Timothee Lacroix
Funding Amount€2.8B
Startup SizeLarge Team (251-1,000)
Last Funding StatusSeries C
Top InvestorsAndreessen Horowitz, General Catalyst, NVIDIA, Bpifrance, Lightspeed Venture Partners

Glean builds an AI-powered search platform for the enterprise that connects all of a company's apps and data. This unified system allows employees to find information instantly and get AI-generated answers to their questions, improving workplace efficiency.

HeadquartersPalo Alto, California, United States
Year Founded2019
FoundersArvind Jain, Piyush Prahladka, Prafful Goel, Sharvanath Pathak, Tony Gentilcore, TR Vishwanath
Funding Amount$768.2M
Startup SizeLarge Team (251-1,000)
Last Funding StatusSeries F
Top InvestorsGeneral Catalyst, Wellington Management, Citi, Khosla Ventures, Lightspeed Venture Partners

EliseAI develops an AI-powered platform to automate conversations and streamline workflows for the real estate industry. Their technology handles tasks like scheduling tours and answering resident questions, freeing up property management teams to focus on higher-value work.

HeadquartersNew York, New York, United States
Year Founded2017
FoundersMinna Song, Stoyan Stoyanov
Funding Amount$391.9M
Startup SizeLarge Team (251-1,000)
Last Funding StatusSeries E
Top InvestorsAndreessen Horowitz, Bessemer Venture Partners, Sapphire Ventures, Golden Seeds, Navitas Capital

As an applied research lab, Anysphere builds AI solutions like Cursor to automate the process of writing code. These developer tools are designed to help software engineers streamline their workflows and build products more efficiently.

HeadquartersSan Francisco, California, United States
Year Founded2022
FoundersAman Sanger, Arvid Lunnemark, Michael Truell, Sualeh Asif
Funding Amount$3.4B
Startup SizeMid-Size Team (51-250)
Last Funding StatusSeries D
Top InvestorsAndreessen Horowitz, Accel, Google, NVIDIA, Benchmark, Thrive Capital, DST Global

Databricks builds a unified data and AI platform for data engineering, analytics, and machine learning. They pioneered the lakehouse architecture, which combines the reliability of data warehouses with the scale of data lakes.

HeadquartersSan Francisco, California, United States
Year Founded2013
FoundersAli Ghodsi, Andy Konwinski, Arsalan Tavakoli-Shiraji, Ion Stoica, Matei Zaharia, Patrick Wendell, Reynold Xin
Funding Amount$21.8B
Startup SizeEnterprise Organization (5,001+)
Last Funding StatusVenture Round
Top InvestorsFranklin Templeton, Andreessen Horowitz, NVIDIA, Temasek Holdings, Gaingels

Labs develops a human-enhancement platform using AI and augmented reality to merge digital interactions with physical spaces. Their operating system, LAV® OS, provides a unified digital identity for users to navigate these interconnected virtual and real-world environments.

HeadquartersSanta Monica, California, United States
Year Founded2025
FoundersDuránd F. Davis Jr., Maya Elz Davis
Funding Amount$65M
Startup SizeFounding Team (1-10)
Last Funding StatusDebt Financing
Top InvestorsJetDebt Finance, Jet Investments Group, Davis&Davis Venture Partners, JET Venture Capital, JET VC-IRA FUND

90 Additional Machine Learning Startups Worth Following

Our top picks offer just a glimpse into the machine learning space. Together, the companies on our full list have raised tens of billions of dollars to build new products across dozens of industries.

You'll find a mix of brand new startups and more established players, with most of them focused on AI and analytics. Here is a look at the other 90 startups catching our attention in 2026.

StartupMain IndustryYear FoundedAmount RaisedLast Funding Round
Inspiren logo InspirenAnalytics2016$142.8MSeries B
SEON logo SEONSecurity2017$187.8MSeries C
Windsurf logo WindsurfAI2021$243MSeries C
Mercor logo MercorAI2023$483.6MSeries C
Vectara logo VectaraAI2022$53.5MSeries A
Lambda logo LambdaAI2012$1.7BDebt Financing
WorkFusion logo WorkFusionAI2009$386.3MVenture Round
Paradox logo ParadoxAI2016$253.3MSeries C
AppZen logo AppZenFintech2012$280.6MSeries D
6sense logo 6senseAI2013$526MDebt Financing
Liquid AI logo Liquid AIAI2023$293.2MSeries A
Runway logo RunwayMedia2018$544.5MSeries D
DRUID AI logo DRUID AIAI2018$81.6MSeries C
Signal AI logo Signal AIAI2013$101.6MSeries D
Periodic Labs logo Periodic LabsAI2025$300MSeed
Doctronic logo DoctronicAI2024$25MSeries A
Modular logo ModularAI2022$380MSeries C
CalypsoAI logo CalypsoAIAI2018$43.2MVenture Round
Dyna Robotics logo Dyna RoboticsAI2024$143.5MSeries A
Baseten logo BasetenAI2019$285MSeries D
Scale AI logo Scale AIAI2016$15.9BCorporate Round
ThoughtSpot logo ThoughtSpotAnalytics2012$663.7MSecondary Market
Rezolve AI logo Rezolve AIAI2017$22.5MSeries A
PlayAI logo PlayAIAI2022$23.7MSeed
Zoox logo ZooxAI2014$1BConvertible Note
Wayve logo WayveAI2017$1.3BGrant
Ember logo EmberFintech2019£10.9MSeed
Audioshake logo AudioshakeAI2020$18.7MSeries A
Isaacus logo IsaacusAI2025A$700kPre-Seed
HappyRobot logo HappyRobotAnalytics2022$60.7MSeries B
Greptile logo GreptileEnterprise2023$30.4MSeries A
Credo AI logo Credo AIAI2020$41.3MSeries B
H2O.ai logo H2O.aiAnalytics2012$251.1MSecondary Market
Dialpad logo DialpadAnalytics2011$450MSeries F
Socure logo SocureAI2012$744.4MDebt Financing
Moises logo MoisesAI2019$40.4MSeries A
LMArena logo LMArenaAI2025$100MSeed
EvoluteIQ logo EvoluteIQAI2019$73MPrivate Equity
Groq logo GroqAI2016$1.8BSeries E
Ada logo AdaAI2016$192.4MGrant
Upstage logo UpstageAI2020$170.4MSeries B
DataCrunch.io logo DataCrunch.ioAI2018$78.6MSeries A
PredictAP logo PredictAPAI2020$13MVenture Round
Laurel logo LaurelAI2016$155.7MSeries C
Aisera logo AiseraAI2017$164.5MSeries D
Exabeam logo ExabeamAnalytics2013$391MVenture Round
Diligent Robotics logo Diligent RoboticsAI2016$90.8MVenture Round
Salt Security logo Salt SecurityAI2015$271MVenture Round
Qodo logo QodoAI2022$50.6MSeries A
Domino Data Lab logo Domino Data LabAnalytics2013$223.6MVenture Round
Auditoria.AI logo Auditoria.AIAI2019$59.5MSeries B
Fetcherr logo FetcherrMobility2019$156.5MSeries C
Axelera AI logo Axelera AIAI2021$203.2MGrant
Skydio logo SkydioAI2014$740MSeries E
Celestial AI logo Celestial AIAI2020$593.9MSeries C
Seekr logo SeekrAI2021$164.3MVenture Round
Horizon3.ai logo Horizon3.aiAI2019$178.5MSeries D
Plenful logo PlenfulAI2021$76MSeries B
Aidoc logo AidocAI2016$414MVenture Round
Anaconda logo AnacondaAnalytics2012$233MSeries C
Zhipu AI logo Zhipu AIAI2019$1.2BPrivate Equity
Moonshot AI logo Moonshot AIAI2023$1.6BSeries B
Metal logo MetalAI2023$7.5MSeed
SiMa.ai logo SiMa.aiAI2018$355MSeries C
StackAdapt logo StackAdaptMarketing2014$536.6MPrivate Equity
Cognite logo CogniteAI2016$338.2MSecondary Market
Optimove logo OptimoveAnalytics2009$95MSecondary Market
ZeroEyes logo ZeroEyesAI2018$107.4MGrant
Klue logo KlueAI2015$83MGrant
Pixis logo PixisAI2020$209MSeries C
Massive Bio logo Massive BioAI2015$23.8MSeries B
MotherDuck logo MotherDuckAnalytics2022$100MSeries B
o9 Solutions logo o9 SolutionsAnalytics2009$533MPrivate Equity
Read AI logo Read AIAnalytics2021$81MSeries B
Sight Machine logo Sight MachineAnalytics2012$80.4MVenture Round
Relevance AI logo Relevance AIAnalytics2020$42MSeries B
Weights & Biases logo Weights & BiasesAI2017$250MSecondary Market
Avathon logo AvathonAnalytics2013$286.6MSecondary Market
Sola logo SolaAI2023$21MSeries A
Shield logo ShieldAI2018$35MSeries B
CloudZero logo CloudZeroCloud2016$119.1MSeries C
Capacity logo CapacityAI2017$203.8MDebt Financing
Brave logo BraveMarketing2015$42.3MSeries B
Adept AI logo Adept AIAI2022$415MSeries B
Multiverse Computing logo Multiverse ComputingAI2019$344.3MSeries B
Arize AI logo Arize AIAI2020$131MSeries C
LandingAI logo LandingAIAI2017$57MVenture Round
Sama logo SamaAI2008$84.8MSeries B
LUCID logo LUCIDAI2017CA$3.6MPre-Seed
InstaLILY AI logo InstaLILY AIAI2023$25MSeries A

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