23 Best Mlops Startups to Watch in 2025

The Definitive Seedtable Ranking of Mlops Startups

We track 71,000+ companies and rank them dynamically using our Seedtable Score – a score that uses quantitative and qualitative data points to signal the momentum behind a company. We then monitor the list manually leveraging our expertise as founders and investors.

There are 23 start-ups with an aggregate funding of $2.3b. The average funding per company in this subset is $101.0m.

Last update to the database: Feb 18, 2025. See changelog.

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DataRobot logo

DataRobot

DataRobot sells a machine learning platform that helps users build and deploy accurate predictive models. The Boston-based company was founded in 2012 by Jeremy Achin.

10

Funding Rounds

$1.0b

Money raised

H2O.ai logo

H2O.ai

H2O.ai is the creator of H2O, an open-source machine learning and artificial intelligence platform.

8

Funding Rounds

$251.1m

Money raised

Iguazio logo

Iguazio

Iguazio is a Tel Aviv, Israel-based data science company providing a multifunctional MLOps and machine learning automation-based solution for businesses in a variety of industries.

3

Funding Rounds

$57.0m

Money raised

Zilliz logo

Zilliz

Zilliz is a vector database company providing products for enterprise-grade AI.

3

Funding Rounds

$113.0m

Money raised

Domino Data Lab logo

Domino Data Lab

Domino Data Lab is a machine learning platform enabling data science teams to rapidly develop and deploy models that drive breakthrough innovation

6

Funding Rounds

$220.5m

Money raised

Wallaroo (company) logo

Wallaroo (company)

Wallaroo provides an enterprise AI platform that enables clients to deploy ML and analytics projects into production.

3

Funding Rounds

$25.0m

Money raised

Arize AI, Inc. logo

Arize AI, Inc.

Arize is a company developing a machine learning observability platform for real-time monitoring, analysis, and explainability.

3

Funding Rounds

$61.0m

Money raised

Lightning AI logo

Lightning AI

Lightning AI is a company developing a Lightning AI studio, a platform for building AI models and applications while integrating machine learning lifecycle tools.

2

Funding Rounds

$58.6m

Money raised

Argilla logo

Argilla

Argilla is an open-source data curation platform for large language models (LLMs).

4

Funding Rounds

$14.0m

Money raised

Weights and Biases logo

Weights and Biases

Weights and Biases is a software company that makes developer tools for machine learning.

7

Funding Rounds

$255.0m

Money raised

Algorithmia logo

Algorithmia

Algorithmia is a company building a marketplace and common API for algorithms. The company was acquired by DataRobot in July 2021.

3

Funding Rounds

$38.1m

Money raised

Valohai logo

Valohai

A deep learning platform for scalable infrastructure, version control and team management. Extract, train and deploy your machine learning models and collaborate with your data science team.

1

Funding Rounds

$1.8m

Money raised

ZenML logo

ZenML

ZenML is the open-source MLOps framework for reproducible ML pipelines and production-ready Machine Learning.

1

Funding Rounds

$2.7m

Money raised

Seldon logo

Seldon

Seldon is an artificial Intelligence company founded in 2002 by Alex Housley.

4

Funding Rounds

$23.5m

Money raised

Pachyderm logo

Pachyderm

Pachyderm is a company providing an open source analytics engine that uses Docker containers for distributed computations. It participated in the W15 cohort of Y Combinator.

2

Funding Rounds

$26.0m

Money raised

Vectice logo

Vectice

Vectice is the knowledge-sharing solution that powers data science project status reporting, reviewing, and operational decision-making from start to finish.

1

Funding Rounds

$12.6m

Money raised

Pecan.ai logo

Pecan.ai

Pecan is a predictive analytics platform

3

Funding Rounds

$81.0m

Money raised

NimbleBox.ai logo

NimbleBox.ai

NimbleBox.ai is a company founded in 2018 by Anshuman Pandey.

1

Funding Rounds

$174.0k

Money raised

Arrikto logo

Arrikto

Arrikto is a San Mateo, California-based company founded in 2015.

2

Funding Rounds

$20.0m

Money raised

Grid AI logo

Grid AI

Grid AI is a company founded in 2019.

1

Funding Rounds

$18.6m

Money raised

Katonic.ai logo

Katonic.ai

Katonic.ai is an Australia-based company.

2

Funding Rounds

$1.3m

Money raised

Dioptra, Inc. logo

Dioptra, Inc.

Dioptra is an MLOps tool that observes models in production, detects where the training data fell short, and mines the best retraining data so your team can maximize model improvements.

1

Funding Rounds

$2.0m

Money raised

DAGsHub, Inc. logo

DAGsHub, Inc.

DAGsHub, Inc. is a Dover, Delaware-based company founded in 2020.

1

Funding Rounds

$3.0m

Money raised