Top Free Generative AI Infrastructure Software

Check out our list of free Generative AI Infrastructure Software. Products featured on this list are the ones that offer a free trial version. As with most free versions, there are limitations, typically time or features.

If you'd like to see more products and to evaluate additional feature options, compare all Generative AI Infrastructure Software to ensure you get the right product.

View Free Generative AI Infrastructure Software

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
55 Generative AI Infrastructure Products Available
View all Generative AI Infrastructure Software
View all Generative AI Infrastructure Software

Databricks

(735)4.6 out of 5
5th Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Databricks
OverviewSeller Details
Product Description

Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and over 60% of the Fortune 500 — rely on Data

Users: Data Engineer, Data Analyst · Industries: Information Technology and Services, Financial Services · Market Segment: 45% Enterprise, 40% Mid-Market
User Sentiment

Users frequently mention the platform's data governance capabilities, its support for machine learning applications, and its helpful autofilling features, as well as its seamless integration with other tools like Power BI for reporting. Users mentioned challenges such as the complexity of fine-tuning the platform to specific business use cases, the need for a team of professionals to handle large data, and the financial investment involved in using the platform.

Seller Details
Year Founded
2013
HQ Location
San Francisco, CA
Company Website
https://databricks.com
Twitter
@databricks
LinkedIn® Page
https://www.linkedin.com/company/3477522/

Botpress

(481)4.5 out of 5
Entry Level Price:Free
10th Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Botpress
OverviewSeller Details
Product Description

Botpress is a leading AI platform built for creating and deploying autonomous AI agents at scale. Headquartered in Montreal and trusted by teams in over 190 countries, Botpress gives organizations the

Users: CEO, Founder · Industries: Information Technology and Services, Computer Software · Market Segment: 74% Small-Business, 15% Mid-Market
User Sentiment

Reviewers like Botpress for its user-friendly design, flexibility, powerful visual flow builder, and its ability to integrate with multiple channels, making it easy to design intelligent, automated conversations without heavy coding. Users mentioned that Botpress's interface and documentation can sometimes feel overwhelming for beginners, and setting up advanced features or integrations may require a steep learning curve and some familiarity with coding and server management.

Seller Details
Year Founded
2017
HQ Location
Quebec, QC
Company Website
https://botpress.com
Twitter
@getbotpress
LinkedIn® Page
https://www.linkedin.com/company/27121841
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Saturn Cloud

(320)4.8 out of 5
Entry Level Price:Free
OverviewWhat G2 Users Think
Product Description

Saturn Cloud is a portable AI platform that installs securely in any cloud account. Access the best GPUs with no Kubernetes configuration or DevOps, enable AI/ML teams to develop, deploy, and manage M

Users: Data Scientist, Student · Industries: Computer Software, Higher Education · Market Segment: 82% Small-Business, 12% Mid-Market
What G2 Users ThinkSeller Details
Verified User in Higher Education
UH
The free tier compute options The ease of setting up resources Diversity in Datasets Github linking Read review
Leandro d.
LD
easy to use. i can use several types of notebooks Read review
Seller Details
Year Founded
2018
HQ Location
New York, US
Company Website
https://www.saturncloud.io
Twitter
@saturn_cloud
LinkedIn® Page
https://www.linkedin.com/company/saturn-cloud/

Altair AI Studio

(516)4.6 out of 5
OverviewSeller Details
Product Description

Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an o

Users: Student, Data Scientist · Industries: Higher Education, Education Management · Market Segment: 43% Small-Business, 30% Mid-Market
User Sentiment

Users frequently mention the ease of use, the ability to connect to data sources directly, the advanced machine learning capabilities, and the drag and drop feature for creating reports. Reviewers mentioned slower performance when handling large datasets, occasional UI bugs, complex integration with certain legacy systems, and complications when contacting support.

Seller Details
Year Founded
1985
HQ Location
Troy, MI
Company Website
https://www.altair.com/
LinkedIn® Page
https://www.linkedin.com/company/8323/
Ownership
NASDAQ:ALTR

Workato

(752)4.7 out of 5
Entry Level Price:Free
6th Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Workato
OverviewSeller Details
Product Description

Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one secure, cloud-native runtime. Trusted by over 12,000 cus

Users: Software Engineer, Senior Software Engineer · Industries: Computer Software, Information Technology and Services · Market Segment: 43% Mid-Market, 33% Enterprise
User Sentiment

Reviewers like Workato's user-friendly interface, powerful automation capabilities, and the ability to create complex automations with minimal effort, which speeds up workflow setup and reduces errors. Users reported that Workato's high pricing and steep learning curve for complex logic can be barriers for smaller teams, and its complex workflows can be hard to manage.

Seller Details
Year Founded
2013
HQ Location
Mountain View, California
Company Website
https://www.workato.com
Twitter
@Workato
LinkedIn® Page
https://www.linkedin.com/company/3675685

Dataiku

(190)4.4 out of 5
Entry Level Price:Free
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OverviewSeller Details
Product Description

Dataiku is the Platform for AI Success that unites people, orchestration, and governance to turn AI investments into measurable business outcomes. It helps organizations move from fragmented experimen

Users: Data Scientist, Data Analyst · Industries: Financial Services, Pharmaceuticals · Market Segment: 59% Enterprise, 23% Mid-Market
User Sentiment

Users like Dataiku's user-friendly interface, strong collaboration features, and its ability to streamline building, training, and deploying AI models at scale, making generative AI projects faster and more reliable. Reviewers noted that Dataiku can be demanding on system resources, especially when working with large datasets, and its extensive features can be overwhelming for new users, leading to a steeper learning curve.

Seller Details
Year Founded
2013
HQ Location
New York, NY
Company Website
https://Dataiku.com
Twitter
@dataiku
LinkedIn® Page
https://www.linkedin.com/company/dataiku/

IBM watsonx.ai

(143)4.4 out of 5
7th Easiest To Use in Generative AI Infrastructure software
OverviewWhat G2 Users Think
Product Description

Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI

Users: Consultant · Industries: Information Technology and Services, Computer Software · Market Segment: 41% Small-Business, 31% Enterprise
What G2 Users ThinkSeller Details
Sumeet V.
SV
What I like most is its focus on no-code and low-code, along with a solid, user-friendly interface for building and training models, and for... Read review
Karan S.
KS
I like IBM watsonx.ai for its scalability, toolset, and user interface. I also appreciate the capacity and functioning of the capability models. Read review
Seller Details
Year Founded
1911
HQ Location
Armonk, NY
Company Website
https://www.ibm.com/us-en
Twitter
@IBM
LinkedIn® Page
https://www.linkedin.com/company/1009/
Ownership
SWX:IBM
Phone
1-866-277-7488

Clarifai

(66)4.3 out of 5
Entry Level Price:Free
OverviewWhat G2 Users Think
Product Description

Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o

Industries: Computer Software, Information Technology and Services · Market Segment: 61% Small-Business, 27% Mid-Market
What G2 Users ThinkSeller Details
Ravindranath T.
RT
Clarifai's advanced AI models for picture identification, scene description, and text extraction are extremely accurate and efficient. Its... Read review
Verified User in Higher Education
UH
The best thing I liked is how fast and easy it is to use. I didn’t need to write too much code and still I could train and deploy a model for my... Read review
Seller Details
Year Founded
2013
HQ Location
Wilmington, Delaware
Company Website
https://www.clarifai.com/
Twitter
@clarifai
LinkedIn® Page
https://www.linkedin.com/company/10064814/

Elasticsearch

(285)4.5 out of 5
Entry Level Price:Starting at $99.00
8th Easiest To Use in Generative AI Infrastructure software
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OverviewSeller Details
Product Description

Build next generation search experiences for your customers and employees that support your organization’s technology objectives. Elasticsearch gives developers a flexible toolkit to build AI-powered

Users: Software Engineer, Senior Software Engineer · Industries: Information Technology and Services, Computer Software · Market Segment: 39% Mid-Market, 33% Enterprise
User Sentiment

Reviewers like Elasticsearch's speed, flexibility, and scalability, its ability to handle large amounts of data efficiently, and its integration with other tools in the Elastic ecosystem. Reviewers experienced challenges with Elasticsearch's learning curve, its complexity to manage as it grows, and its high resource consumption, especially when handling very large workloads.

Seller Details
Year Founded
2012
HQ Location
San Francisco, CA
Company Website
https://www.elastic.co
Twitter
@elastic
LinkedIn® Page
https://www.linkedin.com/company/814025/
Ownership
NYSE: ESTC

Carbon

(32)4.9 out of 5
OverviewWhat G2 Users Think
Product Description

Carbon is the fastest way to connect external data to LLMs, no matter the source. Our universal retrieval engine allows Large Language Models (LLMs) to search for relevant content across multimedia f

Industries: Information Technology and Services, Computer Software · Market Segment: 97% Small-Business, 3% Mid-Market
What G2 Users ThinkSeller Details
GF
So one thing to understand is that the core of our AI model is long-term memory, which is comprised of conversations, documents, websites, and any... Read review
Xiang L.
XL
So we were one of the early adopters of Carbon which may be a bias since it is likely the reason why our favourite part of their company is their... Read review
Seller Details
HQ Location
Seattle, US
Company Website
https://carbon.ai
Twitter
@carbon__ai
LinkedIn® Page
http://www.linkedin.com/company/usecarbon

Voiceflow

(110)4.6 out of 5
Entry Level Price:Free
2nd Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Voiceflow
OverviewWhat G2 Users Think
Product Description

Voiceflow is a AI agent platform that empowers product teams at mid-market and enterprise companies to design, deploy, and scale AI agents across chat and voice channels. Trusted by teams at StubHub,

Users: Founder, CEO · Industries: Computer Software, Information Technology and Services · Market Segment: 60% Small-Business, 15% Mid-Market
What G2 Users ThinkSeller Details
THE MAGEMA SHOW d.
TD
I love that Voiceflow is easy to use and offers more features than other AI platforms, making it my preferred choice. The drag-and-drop feature is... Read review
Heidi L.
HL
I like that Voiceflow significantly reduces the need for users to speak to a human by effectively troubleshooting and providing instant answers,... Read review
Seller Details
Year Founded
2019
HQ Location
San Francisco, CA
Company Website
https://www.voiceflow.com/
LinkedIn® Page
https://www.linkedin.com/company/voiceflowhq/

TrueFoundry

(54)4.6 out of 5
Entry Level Price:Free
11th Easiest To Use in Generative AI Infrastructure software
OverviewWhat G2 Users Think
Product Description

TrueFoundry provides an enterprise-grade AI Gateway that encompasses an LLM Gateway, MCP Gateway, and Agent Gateway, enabling enterprises to securely connect, observe, and govern access to models, too

Industries: Computer Software, Information Technology and Services · Market Segment: 48% Mid-Market, 37% Small-Business
What G2 Users ThinkSeller Details
Praveen N.
PN
We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and... Read review
Verified User in Higher Education
UH
TrueFoundry indeed makes it easy to deploy auto-scalable ML inference services that saves cost but also makes managing and observing our... Read review
Seller Details
Year Founded
2021
HQ Location
San Francisco, California
Company Website
https://www.truefoundry.com/
LinkedIn® Page
https://www.linkedin.com/company/truefoundry/about

Lyzr.ai

(41)4.5 out of 5
Free trial available
OverviewWhat G2 Users Think
Product Description

Lyzr.ai is an enterprise AI agent platform designed to assist organizations in the design, deployment, and operation of autonomous and semi-autonomous agents across various business functions, includi

Industries: Computer Software, Information Technology and Services · Market Segment: 71% Small-Business, 20% Mid-Market
What G2 Users ThinkSeller Details
SURJITH S.
SS
Its an beginner-friendly application with embedded AI features makes ur setup perfect and curated to your work. Free credits you will get monthly... Read review
VA
I appreciate how Lyzr simplifies the process of building useful AI agents, avoiding unnecessary complexity. During their “Personalized Resume... Read review
Seller Details
Year Founded
2023
HQ Location
New York, USA
Company Website
https://www.lyzr.ai
LinkedIn® Page
https://www.linkedin.com/company/lyzr-platform

Aporia

(67)4.8 out of 5
Free trial available
OverviewWhat G2 Users Think
Product Description

Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With

Industries: Computer Software, Computer & Network Security · Market Segment: 57% Small-Business, 34% Mid-Market
What G2 Users ThinkSeller Details
Joy M.
JM
according to me the best thing about Aporia is the ease with which one can learn the platform and the different clouds integrated within the... Read review
KATHAN P.
KP
The GUI is very easy to use and it was very easy to setup setup to monitor models here and also get live alerts. The alerts where sent to slack and... Read review
Seller Details
Year Founded
2014
HQ Location
San Francisco, CA
Company Website
https://www.coralogix.com
Twitter
@Coralogix
LinkedIn® Page
https://www.linkedin.com/company/3763125/

StackAI

(38)4.5 out of 5
Entry Level Price:Free
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OverviewWhat G2 Users Think
Product Description

StackAI is an enterprise-grade no-code platform designed to facilitate the building and deployment of secure AI agents. This innovative solution is tailored for IT teams and operations leaders, enabli

Market Segment: 47% Small-Business, 34% Mid-Market
What G2 Users ThinkSeller Details
Verified User in Marketing and Advertising
UM
've been using Stack.ai for several months, and it’s one of the most impressive AI platforms I've tried. It's designed to be accessible to both... Read review
Verified User in Higher Education
UH
Connectivity to various LLM sources, databases & search Easy to visualize and tweak Read review
Seller Details
Year Founded
2023
HQ Location
San Francisco, US
Company Website
https://www.stack-ai.com/
Twitter
@stackai
LinkedIn® Page
https://www.linkedin.com/company/stackai/