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datarobot VS Waydev

Compare datarobot VS Waydev and see what are their differences

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Automated 60-second forensic business auditing pipeline powered by OpenAI Nano AI. Built for consultants and analysts. featured
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

datarobot logo datarobot

Become an AI-Driven Enterprise with Automated Machine Learning

Waydev logo Waydev

Waydev analyzes your codebase from Github, Gitlab, Azure DevOps & Bitbucket to help you bring out the best in your engineers work.
  • datarobot Landing page
    Landing page //
    2023-08-01
  • Waydev Landing page
    Landing page //
    2023-09-13

Waydev helps managers to move from a feeling driven to a data-driven approach. Waydev includes concrete metrics for your daily stand-ups, 1-to-1 meetings, checking the history of the engineers work and benchmarking your stats with the industry.

datarobot

Website
datarobot.com
Pricing URL
-
$ Details
Platforms
-
Release Date
2012 January
Startup details
Country
United States
State
Massachusetts
City
Boston
Founder(s)
Jeremy Achin
Employees
1,000 - 1,999
Edit details

Waydev

Website
waydev.co
Pricing URL
Official Waydev Pricing
$ Details
freemium $449.0 / Annually (per active engineer)
Platforms
Windows Browser Mac OSX Linux REST API PHP
Release Date
2019 January
Edit details

datarobot features and specs

  • Ease of Use
    DataRobot provides a user-friendly interface that makes it accessible for users with varying levels of expertise, from data scientists to business analysts.
  • Automated Machine Learning (AutoML)
    The platform automates the process of building, deploying, and maintaining machine learning models, significantly reducing the time and effort required.
  • Scalability
    DataRobot supports scalable machine learning workflows, allowing businesses to handle large datasets and complex computations efficiently.
  • Integration
    DataRobot offers seamless integration with popular data platforms and tools like AWS, Azure, BigQuery, and Snowflake, facilitating smooth data pipeline management.
  • Model Interpretability
    The platform provides various tools and visualizations for understanding and interpreting model predictions, which is crucial for decision-making and regulatory compliance.
  • Collaboration Features
    DataRobot includes collaboration tools that allow teams to work together on projects, share insights, and ensure consistency across different stages of the machine learning lifecycle.

Possible disadvantages of datarobot

  • Cost
    DataRobot can be expensive, especially for small businesses or startups with limited budgets, potentially making it inaccessible for some companies.
  • Complexity for Advanced Users
    While the platform is user-friendly, advanced users might find it restrictive because they may prefer more control and customization over their machine learning workflows.
  • Steep Learning Curve for Non-Data Scientists
    Despite being user-friendly, non-data scientists may still face a learning curve to fully leverage the platform's capabilities and understand the underlying machine learning principles.
  • Dependency on Cloud Services
    DataRobot's heavy reliance on cloud services can be a limiting factor for organizations with strict data governance policies that require on-premise solutions.
  • Limited Algorithm Choices
    While DataRobot supports a wide range of algorithms, it might not include certain niche models or the latest advancements in machine learning algorithms, which could be a limitation for specific use cases.
  • Data Privacy Concerns
    Handling sensitive data on a third-party platform can raise privacy concerns for some organizations, particularly those in highly regulated industries.

Waydev features and specs

  • Comprehensive analytics
    Waydev provides in-depth insights into codebase productivity and helps teams understand their development patterns and bottlenecks through cohesive reports and dashboards.
  • Integration capabilities
    Waydev seamlessly integrates with various popular platforms such as GitHub, GitLab, Bitbucket, Azure DevOps, and more, making it versatile across different development environments.
  • Team performance monitoring
    It allows managers to monitor team performance in real-time and identify areas where developers are excelling or may need support, fostering a data-driven approach to team management.
  • Historical insights
    Waydev offers historical data analysis, allowing teams to track progress over time and measure the impact of changes or new processes on productivity.
  • Automated reporting
    The platform can generate automated reports, saving time for managers and providing consistent metrics for evaluation and decision-making.

Possible disadvantages of Waydev

  • Cost
    Some users may find Waydev's pricing to be on the higher side, especially smaller teams or startups with tight budgets.
  • Learning curve
    Waydev's advanced features and extensive data may require a learning period for users to become proficient in navigating and interpreting the tools and reports effectively.
  • Privacy concerns
    As Waydev analyzes detailed code and performance metrics, some team members may feel uncomfortable with the level of monitoring and data tracking involved.
  • Data dependency
    The accuracy and usefulness of Waydev's insights are heavily dependent on the quality and completeness of the data integrated from the various source platforms.
  • Limited customization
    While Waydev offers a range of standard reports and metrics, some users might find that it lacks the flexibility to fully customize analytics or dashboards to fit unique needs or preferences.

datarobot videos

+ Add

Build and Deploy a Managed Machine Learning Project in 10 minutes - Scott Lutz (DataRobot)

More videos:

  • Review - How DataRobot Works
  • Review - DataRobot Predictions Using Alteryx

Waydev videos

+ Add

Waydev Demo

Category Popularity

0-100% (relative to datarobot and Waydev)

datarobot

Waydev

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Analytics
0 0%
Analytics
100% 100
Business & Commerce
100 100%
Business & Commerce
0% 0
Productivity
0 0%
Productivity
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare datarobot and Waydev

datarobot Reviews

The 16 Best Data Science and Machine Learning Platforms for 2021
Description: DataRobot offers an enterprise AI platform that automates the end-to-end process for building, deploying, and maintaining AI. The product is powered by open-source algorithms and can be leveraged on-prem, in the cloud or as a fully-managed AI service. DataRobot includes several independent but fully integrated tools (Paxata Data Preparation, Automated Machine...
Source: solutionsreview.com

Waydev Reviews

We have no reviews of Waydev yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Waydev should be more popular than datarobot. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

datarobot mentions (1)

  • Predicting the End of Season Bundesliga Table
    To predict what we would have expected, we used the models and approach we developed to predict the knockout stage of the Champions League using data provided by Data Sports Group.  We used DataRobotโ€™s models to predict which team would win each match to simulate the final nine matchdays 10,000 times.  For each team, we calculated the average number of wins, draws and losses over those 10,000 seasons to build an... Source: over 3 years ago

Waydev mentions (2)

  • Which project management tools implement agile development?
    For example, in our traditional approach, every step and process is defined and has to be adhered to. Any change has to go through multiple approvals. The scope in itself has a very limited scope or flexibility towards change. I am on the fence looking for resources and tools that will help to slowly execute and implement these changes. With regards to resources, I am currently looking at the scrum guide and with... Source: almost 4 years ago
  • How is Software Development Analytics increasing Engineering Efficiency?
    When youโ€™re ready to translate data into greater visibility, and this visibility into faster, more efficient teams, you can start looking at development analytics platforms like Waydev. - Source: dev.to / over 4 years ago

What are some alternatives?

When comparing datarobot and Waydev, you can also consider the following products

RapidMiner - RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.

LinearB - LinearB delivers software leaders the insights they need to make their engineering teams better through a real-time SaaS platform. Visibility into key metrics paired with automated improvement actions enables software leaders to deliver more.

Statista - The Statistics Portal for Market Data, Market Research and Market Studies

GitPrime - GitPrime uses data from any Git based code repository to give management the software engineering metrics needed to move faster and optimize work patterns.

Tibco Data Science - Data science is a team sport. Data scientists, citizen data scientists, business users, and developers need flexible and extensible tools that promote collaboration, automation, and...

Swarmia - Swarmia is an engineering productivity software trusted by 600+ engineering teams worldwide. Use key engineering metrics to unblock the flow, align engineering with business objectives, and drive continuous improvement.

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