Startup list · Global
MLOps startups
Below are the top global MLOps startups, ranked by total funding. Together the 50 companies on this list have raised a combined $51B, and include 39 unicorns. The strongest hubs are United States, China, United Kingdom.
$51Bcombined funding · 50 companies
United Statestop hub
50companies shown
39unicorns
Ranked by total funding · Updated 2026-10-30 · Source: Dealroom
| # | Company | Founded | HQ | Funding |
|---|---|---|---|---|
| 1 |
 D
DatabricksUnicorn
Unified lakehouse platform powering enterprise data-AI convergence
|
2013 | San Francisco, United States | $25B |
| 2 |
 B
BaseTenUnicorn
Scalable infrastructure for production-grade AI model inference
|
2019 | San Francisco, United States | $2.1B |
| 3 |
 F
Fireworks AIUnicorn
AI inference platform enabling rapid deployment and fine-tuning of state-of-the-art models at blazing fast speeds and reduced costs
|
2022 | Redwood City, United States | $1.8B |
| 4 |
 S
ScaleUnicorn
Accelerates the development of AI applications by helping machine learning teams generate high-quality ground truth data
|
2016 | San Francisco, United States | $1.6B |
| 5 |
 S
SnowflakeUnicorn
Provides a data warehouse as a service designed for the cloud
|
2012 | Menlo Park, United States | $1.4B |
| 6 |
 M
ModalUnicorn
The serverless platform for genAI training
|
2021 | New York City, United States | $1.2B |
| 7 |
 O
OneTrustUnicorn
Helps companies manage privacy, security and governance requirements in a regulatory environment that constantly changes
|
2016 | Atlanta, United States | $1.1B |
| 8 |
 D
DataRobotUnicorn
Enterprise AI platform for building and deploying models.
|
2012 | Boston, United States | $1.1B |
| 9 |
 D
Discovery LoopFast growing
AI systems that automate experimental loops for machine learning, science, and engineering.
|
2026 | Mountain View, United States | $1.0B |
| 10 |
 F
FalUnicorn
Platform for developers to harness the power of advanced diffusion models with unprecedented speed and efficiency
|
2021 | Seattle, United States | $944M |
| 11 |
 4
4ParadigmUnicorn
Beijing-based AI startup that is pioneering machine learning software in China
|
2014 | Haidian, China | $930M |
| 12 |
 D
DataikuUnicorn
Collaborative, end-to-end enterprise AI and analytics platform.
|
2013 | New York City, United States | $846M |
| 13 |
 N
Neo4jUnicorn
Graph database and analytics platform for enterprises.
|
2007 | San Mateo, United States | $633M |
| 14 |
 O
Orca SecurityUnicorn
Provides cloud-wide, workload-deep security and compliance for AWS, Azure, and GCP - without agents
|
2019 | Portland, United States | $632M |
| 15 |
 A
AI21 LabsUnicorn
Enterprise-focused foundation models and AI systems
|
2017 | Tel Aviv-Yafo, Israel | $627M |
| 16 |
 C
CollibraUnicorn
Enterprise data intelligence platform for unified governance
|
2008 | New York City, United States | $602M |
| 17 |
 H
HarnessUnicorn
Building an intelligent software delivery platform that enables engineers to deliver software faster, with higher quality, and less effort
|
2016 | San Francisco, United States | $600M |
| 18 |
 S
Snorkel AIUnicorn
Data factory and RL environments for frontier AI training
|
2019 | Redwood City, United States | $586M |
| 19 |
 D
DecartUnicorn
AI platform revolutionizing real-time generative experiences with efficient training and inference of large models
|
2023 | San Francisco, United States | $453M |
| 20 |
 A
ArenaUnicorn
Open community platform to benchmark and compare AI models through side-by-side evaluations and user voting
|
2025 | San Francisco, United States | $450M |
| 21 |
 H
Hugging FaceUnicorn
Open-source platform for building and deploying AI models
|
2016 | New York City, United States | $396M |
| 22 |
 G
Gimlet LabsUnicorn
Serverless inference cloud for AI agent workloads.
|
2023 | San Francisco, United States | $392M |
| 23 |
 V
Vianai Systems
Empowers millions to build machine learning applications
|
2019 | Palo Alto, United States | $390M |
| 24 |
 M
Modular AIUnicorn
Unified AI compute layer optimizing model deployment across hardware
|
2022 | Palo Alto, United States | $380M |
| 25 |
 E
ExaUnicorn
Formerly known as Metaphor Systems. | AI-native search engine for applications and workflows.
|
2021 | San Francisco, United States | $362M |
| 26 |
 P
Preferred NetworksUnicorn
Vertically integrated AI hardware and software solutions
|
2014 | Tokyo, Japan | $359M |
| 27 |
 M
MatillionUnicorn
Makes data transformation software for cloud data warehouses
|
2011 | Salford, United Kingdom | $309M |
| 28 |
 U
UniPatUnicornDealroom profile unavailable
AI benchmarks and agentic frameworks for research.
|
2025 | China | $300M |
| 29 |
 L
Labelbox$25M+ revenue
Data-centric AI platform for building intelligent applications
|
2018 | San Francisco, United States | $289M |
| 30 |
 L
LightwheelUnicorn
Simulation infrastructure and data for physical AI.
|
2023 | Haidian, China | $281M |
| 31 |
 I
InstabaseUnicorn
We are the next generation operating system for the enterprise economy using the web browser as the user interface, a pluggable storage system for managing data (files and databases), and an app store for applications
|
2015 | San Francisco, United States | $277M |
| 32 |
 T
TinesUnicorn
The intelligent workflow platform. AI, automation and agents loved by security and IT teams.
|
2018 | Dublin, Ireland | $271M |
| 33 |
 A
AnyscaleUnicorn
Provides an application development platform for developers to build distributed applications
|
2019 | San Francisco, United States | $260M |
| 34 |
 N
N8nUnicorn
AI-powered, fair-code workflow automation platform
|
2019 | Berlin, Germany | $254M |
| 35 |
 W
Weights & BiasesUnicorn
Developer-first MLOps platform for building AI models
|
2017 | San Francisco, United States | $250M |
| 36 |
 M
MapR
Enabling customers to harness the enormous power of their data
|
2009 | Houston, United States | $250M |
| 37 |
 A
AnacondaUnicorn
Data science platform for Python and AI development
|
2012 | Austin, United States | $246M |
| 38 |
 S
Spectro CloudUnicorn
Platform for managing Kubernetes infrastructure and AI workloads across cloud, edge, and on-premises environments
|
2019 | San Jose, United States | $243M |
| 39 |
 D
DEEPEXIUnicorn
Core Infrastructure Software Supporting Enterprise Digital Transformation
|
2018 | Haidian, China | $241M |
| 40 |
 F
Fin | IntercomUnicornDealroom profile unavailable
Formerly Intercom, Fin is the Customer Agent company delivering perfect customer experiences.
|
2011 | San Francisco, United States | $241M |
| 41 |
 P
Parallel Web SystemsUnicorn
Web-scale infrastructure and APIs for AI agents
|
2023 | Palo Alto, United States | $230M |
| 42 |
 D
Domino Data Lab$25M+ revenue
Enterprise AI platform for building and operating AI
|
2013 | San Francisco, United States | $227M |
| 43 |
 T
Trifacta
Designs and develops productivity platforms for data analysis that addresses data productivity problems in a range of use cases in business intelligence and data science
|
2012 | San Francisco, United States | $224M |
| 44 |
 G
GoodfireUnicorn
AI interpretability lab and model-design environment for understanding and editing models
|
2024 | San Francisco, United States | $207M |
| 45 |
 L
Laiye
AI-powered Intelligent automation end-to-end solution transforms businesses and helps them operate at new levels of productivity and efficiency
|
2015 | Haidian, China | $201M |
| 46 |
 0
0G Labs$25M+ revenue
0G The First Modular AI Chain
|
2023 | San Francisco, United States | $180M |
| 47 |
 K
KAO Data$25M+ revenue
Data centres engineered for AI and advanced computing
|
2014 | London, United Kingdom | $165M |
| 48 |
 L
LangChainUnicorn
LangChain is a large language model application development library
|
2023 | San Francisco, United States | $160M |
| 49 |
 T
Tecton.ai
Provides an enterprise-ready feature store to make world-class machine learning accessible to every company
|
2019 | San Francisco, United States | $160M |
| 50 |
 H
HiddenLayer
AI security platform for agentic, generative and predictive models
|
2022 | Austin, United States | $156M |
Track MLOps startups worldwide
Get the full dataset — funding rounds, investors, signals and new entrants — in the Dealroom platform.
Book a demo