# Top Free MLOps Platforms - Page 3

Check out our list of free MLOps Platforms. 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 [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) to ensure you get the right product.

## View Free MLOps Platforms

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](https://research.g2.com/g2-scoring-methodologies).

**59** MLOps Platforms Products Available
View all [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

View all [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

[
### Labellerr
](https://www.g2.com/products/labellerr/reviews)

[By Tensor Matics Inc.](https://www.g2.com/sellers/tensor-matics-inc)

[

(21)4.8 out of 5
](https://www.g2.com/products/labellerr/reviews#reviews "Read Labellerr Reviews")

Product Description

Labellerr is a computer vision workflow automation platform. It helps ML teams to manage their AI development lifecycle much more efficiently. It helps teams to collaboratively work on data labeling

**Industries:** Information Technology and Services · **Market Segment:** 57% Small-Business, 38% Mid-Market

Labellerr features and usability ratings that predict user satisfaction

9.6

Ease of Use

Average: 8.8

8.3

Scalability

Average: 9.0

8.3

Metrics

Average: 8.7

8.3

Framework Flexibility

Average: 8.7

 ![Sumit S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sumit S.")
SS

Labellerr has simplified image labeling for us saving us time and resources. With active learning annotation, we have been able to streamline a lot...[Read review](https://www.g2.com/products/labellerr/reviews/labellerr-review-9134177)

 ![Sumit S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sumit S.")
SS

Tool is built keeping the needs of training ML model at centre. The UI is easy and can be very well customized.[Read review](https://www.g2.com/products/labellerr/reviews/labellerr-review-9138339)

Year Founded
2017

HQ Location
Wilmington, Delaware

Company Website
https://www.labellerr.com

LinkedIn® Page
https://www.linkedin.com/company/tensormatics/

[
### Cortex Certifai
](https://www.g2.com/products/cortex-certifai/reviews)

[By Cognitivescale](https://www.g2.com/sellers/cognitivescale)

[

(5)4.4 out of 5
](https://www.g2.com/products/cortex-certifai/reviews#reviews "Read Cortex Certifai Reviews")

Product Description

Cortex Certifai generates the first-ever composite trust score, the AI Trust Index, that measures data and model risks related to Performance, Data Quality, Robustness, Explainability, Fairness, and C

**Market Segment:** 60% Small-Business, 20% Enterprise

Cortex Certifai features and usability ratings that predict user satisfaction

10.0

Ease of Use

Average: 8.8

9.2

Scalability

Average: 9.0

0.0

No information available

0.0

No information available

 ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications")
UT

As per data analysis looking normal way compare to all comparative tools.[Read review](https://www.g2.com/products/cortex-certifai/reviews/cortex-certifai-review-4137457)

 ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications")
CT

I liked it as AI can be used in daily life and can solve business problems for financial, healthcare and digital commerce markets.[Read review](https://www.g2.com/products/cortex-certifai/reviews/cortex-certifai-review-4168886)

Year Founded
2013

HQ Location
Austin, US

Company Website
https://www.cognitivescale.com/

Twitter
@CognitiveScale

LinkedIn® Page
https://www.linkedin.com/company/cognitivescale/

[![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source)

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G2 Advertising

Get 2x conversion than Google Ads with G2 Advertising!

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[
Learn More
](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source)

[
### Iguazio
](https://www.g2.com/products/iguazio/reviews)

[By Iguazio](https://www.g2.com/sellers/iguazio)

[

(4)4.8 out of 5
](https://www.g2.com/products/iguazio/reviews#reviews "Read Iguazio Reviews")

Product Description

Iguazio’s AI software enables enterprises to develop, deploy and manage AI applications, drastically shortening the time required to create real business value with AI. Using Iguazio, organizations c

**Market Segment:** 50% Mid-Market, 25% Enterprise

Iguazio features and usability ratings that predict user satisfaction

7.9

Ease of Use

Average: 8.8

8.8

Scalability

Average: 9.0

8.3

Metrics

Average: 8.7

9.2

Framework Flexibility

Average: 8.7

 ![Verified User in Industrial Automation](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Industrial Automation")
UI

It seamlessly takes the model to production by simplifying the data science process and saving cost using business innovation across different...[Read review](https://www.g2.com/products/iguazio/reviews/iguazio-review-5135139)

 ![George L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "George L.")
GL

Iguazio brings super power in the hands of data scientists - with the push of a button, you can leverage your cloud compute for GPU accelerated...[Read review](https://www.g2.com/products/iguazio/reviews/iguazio-review-9341928)

Year Founded
2014

HQ Location
Herzliya, IL

Company Website
https://www.iguazio.com/

Twitter
@iguazio

LinkedIn® Page
https://www.linkedin.com/company/iguazio/

[
### Veritone Automate Studio
](https://www.g2.com/products/veritone-automate-studio/reviews)

[By Veritone Inc.](https://www.g2.com/sellers/veritone-inc)

[

(5)4.1 out of 5
](https://www.g2.com/products/veritone-automate-studio/reviews#reviews "Read Veritone Automate Studio Reviews")

Product Description

Veritone Automate Studio helps radio and tv broadcasters deploy and integrate AI workflows and automate processes to review content for key pieces of information, so they can focus on how to leverage

**Market Segment:** 80% Enterprise, 20% Mid-Market

Veritone Automate Studio features and usability ratings that predict user satisfaction

9.2

Ease of Use

Average: 8.8

6.7

Scalability

Average: 9.0

8.3

Metrics

Average: 8.7

0.0

No information available

 ![Hemant S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hemant S.")
HS

Their application built are exceptionally stands aside the crowd..[Read review](https://www.g2.com/products/veritone-automate-studio/reviews/veritone-automate-studio-review-5300111)

Year Founded
2014

HQ Location
Denver, US

Company Website
https://www.veritone.com/

Twitter
@veritoneinc

LinkedIn® Page
https://www.linkedin.com/company/6442206/

Ownership
NASDAQ: VERI

[
### Altair SLC
](https://www.g2.com/products/altair-slc/reviews)

[By Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)

[

(10)4.1 out of 5
](https://www.g2.com/products/altair-slc/reviews#reviews "Read Altair SLC Reviews")

Product Description

Are SAS Language Programs Mission Critical for Your Business? Many organizations have developed SAS language programs over the years that are vital to their operations. IT and analytics managers are a

**Market Segment:** 70% Small-Business, 20% Mid-Market

Altair SLC features and usability ratings that predict user satisfaction

7.9

Ease of Use

Average: 8.8

0.0

No information available

0.0

No information available

0.0

No information available

 ![Verified User in Insurance](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Insurance")
UI

A rich and robust platform that allows coding in multiple languages and executing our programs in a local or server environment. WPS is easy to get...[Read review](https://www.g2.com/products/altair-slc/reviews/altair-slc-review-9227710)

Year Founded
1985

HQ Location
Troy, MI

Company Website
https://www.altair.com/

LinkedIn® Page
https://www.linkedin.com/company/8323/

Ownership
NASDAQ:ALTR

[
### Deeploy
](https://www.g2.com/products/deeploy/reviews)

[By Deeploy](https://www.g2.com/sellers/deeploy)

[

(3)4.7 out of 5
](https://www.g2.com/products/deeploy/reviews#reviews "Read Deeploy Reviews")

Product Description

Take Control of AI with Deeploy Deeploy adds the missing governance layer to your AI stack, so you can scale with confidence. Whether your models are hosted externally or still in development, Dee

**Market Segment:** 100% Small-Business

Deeploy features and usability ratings that predict user satisfaction

9.4

Ease of Use

Average: 8.8

9.2

Scalability

Average: 9.0

9.2

Metrics

Average: 8.7

7.5

Framework Flexibility

Average: 8.7

 ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software")
UC

The ease to deploy an AI model, with out-of-the-box explainability and the necessary governance & compliance tools and monitoring functionalities....[Read review](https://www.g2.com/products/deeploy/reviews/deeploy-review-8628926)

 ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software")
UC

Deeploy has increased productivity as my data science team can now deploy all models in the same place, which allows us to better manage models and...[Read review](https://www.g2.com/products/deeploy/reviews/deeploy-review-8882187)

Year Founded
2020

HQ Location
Utrecht, NL

Company Website
https://www.deeploy.ml/

Twitter
@DeeployML

LinkedIn® Page
https://www.linkedin.com/company/deeploy-ml/

[
### Fiddler AI
](https://www.g2.com/products/fiddler-ai/reviews)

[By Fiddler](https://www.g2.com/sellers/fiddler)

[

(3)4.3 out of 5
](https://www.g2.com/products/fiddler-ai/reviews#reviews "Read Fiddler AI Reviews")

Product Description

Fiddler is a pioneer in Model Performance Management for responsible AI. The Fiddler platform’s unified environment provides a common language, centralized controls, and actionable insights to operati

**Market Segment:** 100% Small-Business

Fiddler AI features and usability ratings that predict user satisfaction

8.3

Ease of Use

Average: 8.8

10.0

Scalability

Average: 9.0

10.0

Metrics

Average: 8.7

10.0

Framework Flexibility

Average: 8.7

 ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software")
UC

Clean interface easy to find issues and data points of interest. Easy to track down issues and other minor nuances[Read review](https://www.g2.com/products/fiddler-ai/reviews/fiddler-ai-review-5167842)

Year Founded
2018

HQ Location
Palo Alto, US

Company Website
https://www.fiddler.ai/

LinkedIn® Page
http://linkedin.com/company/fiddler-ai

[
### NimbleBox.ai | MLOps for teams
](https://www.g2.com/products/nimblebox-ai-mlops-for-teams/reviews)

[By NimbleBox.ai](https://www.g2.com/sellers/nimblebox-ai)

[

(3)4.7 out of 5
](https://www.g2.com/products/nimblebox-ai-mlops-for-teams/reviews#reviews "Read NimbleBox.ai | MLOps for teams Reviews")

Product Description

Accelerating results of Data Science and ML teams Why NimbleBox - Easy experimentation - Simple API deployment - Automated workflows - Team management

**Market Segment:** 100% Small-Business

NimbleBox.ai | MLOps for teams features and usability ratings that predict user satisfaction

10.0

Ease of Use

Average: 8.8

0.0

No information available

6.7

Metrics

Average: 8.7

10.0

Framework Flexibility

Average: 8.7

 ![Verified User in Research](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Research")
UR

We use Nimblebox internally to serve live API endpoints for our ML models. It is easy to use, hosted on our cloud VPC and connects to our S3 bucket...[Read review](https://www.g2.com/products/nimblebox-ai-mlops-for-teams/reviews/nimblebox-ai-mlops-for-teams-review-8083813)

 ![Abhishek S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhishek S.")
AS

Nimblebox makes the process of deploying production-grade ML models super efficient. They also provide watertight security and handle compliances -...[Read review](https://www.g2.com/products/nimblebox-ai-mlops-for-teams/reviews/nimblebox-ai-mlops-for-teams-review-8136322)

Year Founded
2018

HQ Location
San Francisco, US

Company Website
https://tunehq.ai/

Twitter
@NimbleBoxAI

LinkedIn® Page
https://in.linkedin.com/company/nimblebox-ai

[
### Superb AI Suite
](https://www.g2.com/products/superb-ai-suite/reviews)

[By Superb AI, Inc](https://www.g2.com/sellers/superb-ai-inc)

[

(6)4.7 out of 5
](https://www.g2.com/products/superb-ai-suite/reviews#reviews "Read Superb AI Suite Reviews")

Product Description

Superb AI provides the most advanced computer vision platform that makes data preparation, curation and model deployment faster and easier than ever before. Specializing in adaptable automation for la

**Market Segment:** 50% Mid-Market, 50% Small-Business

Superb AI Suite features and usability ratings that predict user satisfaction

9.3

Ease of Use

Average: 8.8

10.0

Scalability

Average: 9.0

10.0

Metrics

Average: 8.7

10.0

Framework Flexibility

Average: 8.7

BB

The annotation UI is very easy to use and more efficient than others I have used. The labeling management tools such as team features are...[Read review](https://www.g2.com/products/superb-ai-suite/reviews/superb-ai-suite-review-8271684)

TC

-The platform is user friendly and the labelling tools are very simple to use.[Read review](https://www.g2.com/products/superb-ai-suite/reviews/superb-ai-suite-review-8945991)

Year Founded
2018

HQ Location
San Mateo , US

Company Website
https://www.superb-ai.com

Twitter
@superb\_hq

LinkedIn® Page
https://www.linkedin.com/company/superb-ai

[
### Abzu
](https://www.g2.com/products/abzu/reviews)

[By Abzu](https://www.g2.com/sellers/abzu)

[

(2)5.0 out of 5
](https://www.g2.com/products/abzu/reviews#reviews "Read Abzu Reviews")

Product Description

Abzu was born from a desire to challenge the fundamental assumptions of contemporary AI, believing that the future of AI lies in the more lifelike simulation of self-organizing systems. If it’s AI, it

**Market Segment:** 50% Enterprise, 50% Mid-Market

Abzu features and usability ratings that predict user satisfaction

8.3

Ease of Use

Average: 8.8

8.3

Scalability

Average: 9.0

8.3

Metrics

Average: 8.7

5.0

Framework Flexibility

Average: 8.7

 ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software")
UC

Abzu, it has many cool features. Especially it's prediction will be more accurate and faster so that the developers can work without inaccurate data.[Read review](https://www.g2.com/products/abzu/reviews/abzu-review-5182594)

IM

Abzu, an adventure game has received praise for its stunning artwork, realistic setting and serene exploration. Its captivating visuals and...[Read review](https://www.g2.com/products/abzu/reviews/abzu-review-8533767)

Year Founded
2018

HQ Location
Nordhavn, DK

Company Website
https://abzu.ai/

LinkedIn® Page
https://www.linkedin.com/company/abzu

[
### Hopsworks
](https://www.g2.com/products/hopsworks/reviews)

[By Hopsworks](https://www.g2.com/sellers/hopsworks)

[

(2)4.3 out of 5
](https://www.g2.com/products/hopsworks/reviews#reviews "Read Hopsworks Reviews")

Product Description

Hopsworks is a collaborative ML platform with highest performance Feature Store for batch and real-time data. Built around the industry's most advanced and modular feature store that provides seamless

**Market Segment:** 100% Small-Business, 50% Mid-Market

Hopsworks features and usability ratings that predict user satisfaction

8.3

Ease of Use

Average: 8.8

10.0

Scalability

Average: 9.0

6.7

Metrics

Average: 8.7

8.3

Framework Flexibility

Average: 8.7

 ![Abhinav S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhinav S.")
AS

With Hopsworks, you're not locked into a rigid system. Its modular design enables you to add or remove components as your requirements evolve,...[Read review](https://www.g2.com/products/hopsworks/reviews/hopsworks-review-6640028)

Year Founded
2018

HQ Location
Stockholm, SE

Company Website
https://www.hopsworks.ai/

Twitter
@hopsworks

LinkedIn® Page
https://www.linkedin.com/company/hopsworks/

[
### Maxim AI
](https://www.g2.com/products/maxim-ai/reviews)

[By Maxim AI](https://www.g2.com/sellers/maxim-ai)

[

(3)4.8 out of 5
](https://www.g2.com/products/maxim-ai/reviews#reviews "Read Maxim AI Reviews")

Product Description

At Maxim, we are building an end-to-end evaluation stack to help development teams evaluate AI applications and iteratively improve them. Our platform streamlines the entire lifecycle of AI applicatio

**Market Segment:** 33% Enterprise, 33% Mid-Market

Maxim AI features and usability ratings that predict user satisfaction

8.9

Ease of Use

Average: 8.8

7.5

Scalability

Average: 9.0

9.2

Metrics

Average: 8.7

9.2

Framework Flexibility

Average: 8.7

 ![G Sai S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "G Sai S.")
GS

We took Maxim’s free trial for my org to optimise our GenAI pipeline and we are really impressed by the results. A few things about the product...[Read review](https://www.g2.com/products/maxim-ai/reviews/maxim-ai-review-10468220)

Year Founded
2023

HQ Location
San Francisco, US

Company Website
https://www.getmaxim.ai/

Twitter
@getMaximAI

LinkedIn® Page
https://www.linkedin.com/company/maxim-ai/

[
### Picsellia
](https://www.g2.com/products/picsellia/reviews)

[By Picsell.ia](https://www.g2.com/sellers/picsell-ia)

[

(2)4.0 out of 5
](https://www.g2.com/products/picsellia/reviews#reviews "Read Picsellia Reviews")

Product Description

Picsellia provides an entire AI development stack optimized for images: it covers every step needed to deploy a Computer vision model in production. Users can structure, operate, and improve their AI

**Market Segment:** 50% Enterprise, 50% Small-Business

Picsellia features and usability ratings that predict user satisfaction

5.0

Ease of Use

Average: 8.8

0.0

No information available

3.3

Metrics

Average: 8.7

3.3

Framework Flexibility

Average: 8.7

 ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software")
UC

One can build ML models and custom applications in an easy and quick way with this software.[Read review](https://www.g2.com/products/picsellia/reviews/picsellia-review-7947604)

 ![Verified User in Consulting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consulting")
CC

Really easy to get started with my first CV project and to collaborate with my team and client. The support is amazing too! [Read review](https://www.g2.com/products/picsellia/reviews/picsellia-review-8605165)

Year Founded
2020

HQ Location
Toulouse, FR

Company Website
https://www.picsellia.com/

LinkedIn® Page
https://www.linkedin.com/company/picsell-ia

[
### Segments.ai
](https://www.g2.com/products/segments-ai/reviews)

[By Segments.ai](https://www.g2.com/sellers/segments-ai)

[

(22)4.6 out of 5
](https://www.g2.com/products/segments-ai/reviews#reviews "Read Segments.ai Reviews")

Product Description

Multi-sensor labeling platform for robotics and autonomous driving. Segments.ai is a fast and accurate data labeling platform for multi-sensor data annotation. You can obtain segmentation labels, v

**Industries:** Research, Computer Software · **Market Segment:** 95% Small-Business, 5% Mid-Market

Segments.ai features and usability ratings that predict user satisfaction

8.6

Ease of Use

Average: 8.8

0.0

No information available

0.0

No information available

0.0

No information available

 ![Verified User in Civil Engineering](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Civil Engineering")
UC

An easy interface and export function. Free academic access.[Read review](https://www.g2.com/products/segments-ai/reviews/segments-ai-review-9564776)

 ![Zehra N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Zehra N.")
ZN

I am a master's student, and I couldn't find a good tool for 3D point cloud annotation until I found Segments.ai. They generously provided me with...[Read review](https://www.g2.com/products/segments-ai/reviews/segments-ai-review-9915972)

Year Founded
2020

HQ Location
Leuven, Vlaams-Brabant, Belgium

Company Website
https://segments.ai/

Twitter
@SegmentsAI

LinkedIn® Page
https://www.linkedin.com/company/segmentsai/

[
### Bria
](https://www.g2.com/products/bria-bria/reviews)

[By Bria](https://www.g2.com/sellers/bria)

[

(5)4.6 out of 5
](https://www.g2.com/products/bria-bria/reviews#reviews "Read Bria Reviews")

Product Description

Bria is an enterprise visual generative AI platform that enables organizations to deploy controllable, compliant AI for image and video generation at scale. Headquartered in Israel and serving global

**Market Segment:** 60% Mid-Market, 40% Enterprise

Bria features and usability ratings that predict user satisfaction

8.9

Ease of Use

Average: 8.8

10.0

Scalability

Average: 9.0

0.0

No information available

10.0

Framework Flexibility

Average: 8.7

 ![Daniela A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniela A.")
DA

What is helpful about Bria is the ability to quickly pick up the phone from my laptop. It allows flexability location wise where a landline is not...[Read review](https://www.g2.com/products/bria-bria/reviews/bria-review-8734500)

 ![Vinay S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vinay S.")
VS

I mainly use Bria to create images for my blog posts, and it’s been a big help in speeding up my workflow. It makes the whole image creation...[Read review](https://www.g2.com/products/bria-bria/reviews/bria-review-11393743)

Year Founded
2020

HQ Location
New York, New York, United States

Company Website
https://labs.bria.ai

LinkedIn® Page
https://www.linkedin.com/company/briaai

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