Software Alternatives, Accelerators & Startups

Databricks VS Insightful.io

Compare Databricks VS Insightful.io and see what are their differences

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.

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.โ€ŽWhat is Apache Spark?

Insightful.io logo Insightful.io

The #1 monitoring employee software for clear insights into how your team works. Get real-time and historical data. Understand productivity at every level.
Visit Website
  • Databricks Landing page
    Landing page //
    2023-09-14
  • Insightful.io Landing page
    Landing page //
    2022-04-13

Insightful is an advanced employee monitor software built for modern teams. It helps you track how employees work, whether theyโ€™re remote, hybrid, or in the office.

The platform offers both real-time and historical data. This gives you full visibility into productivity and performance. With support for Windows and employee monitoring software for Mac, it fits any setup.

Insightful is a software to monitor remote employees with secure, flexible options. All data is encrypted in transit, backed by SOC 2 and GDPR compliance.

Insightful works in the cloud or on-premise. The platform includes powerful features like customizable dashboards, insider threat alerts, and detailed reports. Plus, it supports 50+ integrations, making it easy to connect to your workflow and scale with your team.

Insightful is trusted by 5,000+ global brands, thanks to its clarity, flexibility, and ease of use.

Insightful.io

$ Details
paid Free Trial $6.4 / Annually (per employee per month (billed annualy))
Platforms
Browser Windows Mac OSX Linux

Databricks features and specs

  • Unified Data Analytics Platform
    Databricks integrates various data processing and analytics tools, offering a unified environment for data engineering, machine learning, and business analytics. This integration can streamline workflows and reduce the complexity of data management.
  • Scalability
    Databricks leverages Apache Spark and other scalable technologies to handle large datasets and high computational workloads efficiently. This makes it suitable for enterprises with significant data processing needs.
  • Collaborative Environment
    The platform offers collaborative notebooks that allow data scientists, engineers, and analysts to work together in real-time. This enhances productivity and fosters better communication within teams.
  • Performance Optimization
    Databricks includes various performance optimization features such as caching, indexing, and query optimization, which can significantly speed up data processing tasks.
  • Support for Various Data Formats
    The platform supports a wide range of data formats and sources, including structured, semi-structured, and unstructured data, making it versatile and adaptable to different use cases.
  • Integration with Cloud Providers
    Databricks is designed to work seamlessly with major cloud providers like AWS, Azure, and Google Cloud, allowing users to easily integrate it into their existing cloud infrastructure.

Possible disadvantages of Databricks

  • Cost
    Databricks can be expensive, especially for large-scale deployments or high-frequency usage. It may not be the most cost-effective solution for smaller organizations or projects with limited budgets.
  • Complexity
    While powerful, Databricks can be complex to set up and manage, requiring specialized knowledge in Apache Spark and cloud infrastructure. This might lead to a steeper learning curve for new users.
  • Dependency on Cloud Providers
    Being heavily integrated with cloud providers, Databricks might face issues like vendor lock-in, where switching providers becomes difficult or costly.
  • Limited Offline Capabilities
    Databricks is primarily designed for cloud environments, which means offline or on-premise capabilities are limited, posing challenges for organizations with strict data governance policies.
  • Resource Management
    Efficiently managing and allocating resources can be challenging in Databricks, especially in large multi-user environments. Mismanagement of resources could lead to increased costs and reduced performance.

Insightful.io features and specs

  • Productivity
    Productivity analysis and improvement
  • Time Tracking
  • Time & Attendance Tracking
  • Monitoring
  • Real-time Monitoring
  • Real-time Tracking
  • Screenshot
  • Stealth
  • Manual Time Entries

Databricks videos

Introduction to Databricks

More videos:

  • Tutorial - Azure Databricks Tutorial | Data transformations at scale
  • Review - Databricks - Data Movement and Query

Insightful.io videos

Insightful - Workforce Analytics Software

Category Popularity

0-100% (relative to Databricks and Insightful.io)
Data Dashboard
100 100%
0% 0
Task Management
0 0%
100% 100
Big Data Analytics
100 100%
0% 0
Time Tracking
0 0%
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 Databricks and Insightful.io

Databricks Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Databricks notebooks are a popular tool for developing code and presenting findings in data science and machine learning. Databricks Notebooks support real-time multilingual coauthoring, automatic versioning, and built-in data visualizations.
Source: lakefs.io
7 best Colab alternatives in 2023
Databricks is a platform built around Apache Spark, an open-source, distributed computing system. The Databricks Community Edition offers a collaborative workspace where users can create Jupyter notebooks. Although it doesn't offer free GPU resources, it's an excellent tool for distributed data processing and big data analytics.
Source: deepnote.com
Top 5 Cloud Data Warehouses in 2023
Jan 11, 2023 The 5 best cloud data warehouse solutions in 2023Google BigQuerySource: https://cloud.google.com/bigqueryBest for:Top features:Pros:Cons:Pricing:SnowflakeBest for:Top features:Pros:Cons:Pricing:Amazon RedshiftSource: https://aws.amazon.com/redshift/Best for:Top features:Pros:Cons:Pricing:FireboltSource: https://www.firebolt.io/Best for:Top...
Top 10 AWS ETL Tools and How to Choose the Best One | Visual Flow
Databricks is a simple, fast, and collaborative analytics platform based on Apache Spark with ETL capabilities. It accelerates innovation by bringing together data science and data science businesses. It is a fully managed open-source version of Apache Spark analytics with optimized connectors to storage platforms for the fastest data access.
Source: visual-flow.com
Top Big Data Tools For 2021
Now Azure Databricks achieves 50 times better performance thanks to a highly optimized version of Spark. Databricks also enables real-time co-authoring and automates versioning. Besides, it features runtimes optimized for machine learning that include many popular libraries, such as PyTorch, TensorFlow, Keras, etc.

Insightful.io Reviews

21 Time Tracking Tools To Manage Your Workday
Workpuls is a performance-driven employee computer monitoring software that tracks the time employees spend on different tasks. In addition to time-tracking, Workpuls offers many different features including productivity monitoring, remote work management and more. Itโ€™s been shown that when you use Workpuls to make more informed decisions about time, you can increase...
Source: hive.com
20 Employee Monitoring Software [2022 Updated List]
If you want employee computer monitoring software that gives you a detailed analysis of your teamโ€™s activities, consider using Workpuls. As a result, managers can efficiently schedule tasks. Whatโ€™s more, it takes random screenshots to give supervisors an idea of what an employee is doing at a given moment.
Source: traqq.com
Hubstaff vs Workstatus Vs Workpuls Vs Timedoctor- The Ultimate Faceoff
Workpuls provides employers with the perfect solution for tracking employeesโ€™ daily workflows. This platform caters to various industries, including architecture; insurance; healthcare โ€“ both in rural areas or hospitals that cater specifically towards patients suffering from chronic illnesses like diabetes and high blood pressure (Call Center Agent); law firms who need their...

Social recommendations and mentions

Based on our record, Databricks seems to be a lot more popular than Insightful.io. While we know about 18 links to Databricks, we've tracked only 1 mention of Insightful.io. 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.

Databricks mentions (18)

  • Platform Engineering Abstraction: How to Scale IaC for Enterprise
    Vendors like Confluent, Snowflake, Databricks, and dbt are improving the developer experience with more automation and integrations, but they often operate independently. This fragmentation makes standardizing multi-directional integrations across identity and access management, data governance, security, and cost control even more challenging. Developing a standardized, secure, and scalable solution for... - Source: dev.to / about 1 year ago
  • dolly-v2-12b
    Dolly-v2-12bis a 12 billion parameter causal language model created by Databricks that is derived from EleutherAIโ€™s Pythia-12b and fine-tuned on a ~15K record instruction corpus generated by Databricks employees and released under a permissive license (CC-BY-SA). Source: over 2 years ago
  • Clickstream data analysis with Databricks and Redpanda
    Global organizations need a way to process the massive amounts of data they produce for real-time decision making. They often utilize event-streaming tools like Redpanda with stream-processing tools like Databricks for this purpose. - Source: dev.to / about 3 years ago
  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Databricks, a data lakehouse company founded by the creators of Apache Spark, published a blog post claiming that it set a new data warehousing performance record in 100 TB TPC-DS benchmark. It was also mentioned that Databricks was 2.7x faster and 12x better in terms of price performance compared to Snowflake. - Source: dev.to / over 3 years ago
  • A Quick Start to Databricks on AWS
    Go to Databricks and click the Try Databricks button. Fill in the form and Select AWS as your desired platform afterward. - Source: dev.to / over 3 years ago
View more

Insightful.io mentions (1)

  • [Windows 7 Laptop] How to gain access?
    Rather than go down the path of keylogger that could potentially get flagged, if you get to the point where you can install software I would look at installing something such as insightful.io. Source: over 2 years ago

What are some alternatives?

When comparing Databricks and Insightful.io, you can also consider the following products

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Time Doctor - Time Tracking and Time Management Software that is accurate and helps you to get a lot more done each day.

Looker - Looker makes it easy for analysts to create and curate custom data experiencesโ€”so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

Toggl - Toggl is an online time tracking tool. It features 1-click time tracking and helps you see where your time goes. Free and paid versions are available.

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

ActivTrak - Understand how work gets done. Collect logs and screenshots from Windows, Mac OS and Chrome OS computers.