Software Alternatives, Accelerators & Startups

Salesforce VS Databricks

Compare Salesforce VS Databricks and see what are their differences

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Salesforce logo Salesforce

CRM software solutions and enterprise cloud computing from salesforce.com, the leader in CRM and platform as a service.

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.โ€ŽWhat is Apache Spark?
  • Salesforce Landing page
    Landing page //
    2022-01-04
  • Databricks Landing page
    Landing page //
    2023-09-14

Salesforce features and specs

  • Customizability
    Salesforce offers a high degree of customizability, allowing businesses to tailor the platform to meet their specific requirements through custom objects, workflows, and apps.
  • Comprehensive Suite
    The platform provides a wide range of integrated tools for CRM, marketing, sales, service, and more, making it a one-stop solution for various business needs.
  • Third-Party Integrations
    Salesforce supports a vast array of third-party integrations, enabling businesses to seamlessly connect other applications and services they use.
  • User Community and Support
    Salesforce has a large, active user community and extensive support resources, including documentation, webinars, and a customer success team.
  • Scalability
    The platform is highly scalable, making it suitable for businesses of all sizes, from small startups to large enterprises.

Possible disadvantages of Salesforce

  • Cost
    Salesforce can be expensive, particularly for small businesses, as the pricing model includes various modules and add-ons that can add up quickly.
  • Complexity
    The platform's extensive features can make it complex and challenging to navigate, requiring significant training and a learning curve for users.
  • Customization Requires Expertise
    While Salesforce is highly customizable, making full use of this capability often requires specialized knowledge or hiring certified Salesforce consultants.
  • Performance Issues
    Some users have reported performance issues, particularly during peak usage times, which can impact business operations.
  • Overwhelming Options
    The sheer number of features and options available can be overwhelming, which can make decision-making and implementation time-consuming.

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.

Analysis of Salesforce

Overall verdict

  • Salesforce is generally considered a good choice for businesses seeking a robust and flexible CRM solution, though it is important for each organization to evaluate their specific needs and budget before committing.

Why this product is good

  • Salesforce is a leading customer relationship management (CRM) platform known for its comprehensive set of cloud-based tools that help businesses manage their customer data, sales processes, and marketing efforts.
  • It offers scalability, allowing businesses to start with basic functionalities and expand as needed.
  • The platform provides a wide range of integrations and customizations, enabling it to work well with various business applications and workflows.
  • Salesforce has an active user community and strong support networks, making it easier for organizations to adopt and troubleshoot the system.

Recommended for

  • Businesses looking for a scalable and customizable CRM platform.
  • Organizations that require a comprehensive suite of cloud-based sales, service, marketing, and collaboration tools.
  • Companies that want to leverage AI-driven insights and analytics to enhance customer relationships.
  • Enterprises with complex integrations requirements or specific customization needs.

Salesforce videos

Frustrated Review of Salesforce.com 2019 for Small to Medium Business

More videos:

  • Review - HubSpot vs. Salesforce
  • Review - Salesforce CRM - Detailed Review of The CRM Giant (2019)
  • Review - Independent Review of Salesforce CRM Software
  • Review - Salesforce CRM Review 2021 Small Business
  • Review - What is Salesforce (and why is it so good)?
  • Review - Salesforce Review 2023 | CRM Software Analyst's Pros/Cons [1/3]
  • Review - What is Salesforce? | Salesforce in 7 Minutes | Introduction to Salesforce | Simplilearn

Databricks videos

Introduction to Databricks

More videos:

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

Category Popularity

0-100% (relative to Salesforce and Databricks)
CRM
100 100%
0% 0
Data Dashboard
0 0%
100% 100
Sales
100 100%
0% 0
Big Data Analytics
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 Salesforce and Databricks

Salesforce Reviews

  1. super

    Salesforce is a powerful customer relationship management (CRM) platform, and I have been using it for business for several months now. Overall, I am pleased with the functionality and capabilities it provides.

    Pros: 1. Full customization - Salesforce allows you to adapt the system to any business needs. There are a huge number of customization tools, which makes it universal for different industries. 2. Powerful analytical tools - The platform provides excellent analytics and reporting capabilities. You can easily track the effectiveness of marketing campaigns, analyze customer behavior and build forecasts. 3. Interface - Despite the huge number of functions, the interface is quite intuitive and does not cause difficulties in mastering. Configuration and data management are easy to organize. 4. Integrations - Salesforce supports many integrations with other services and platforms, which simplifies work and allows you to use it in conjunction with other business solutions.

    Cons: 1. High cost - Salesforce can be expensive for small companies. The subscription price, plus additional costs for customization and support, can quickly become significant. 2. Steep learning curve โ€” The sheer amount of functionality can make it difficult for newcomers to get their head around the platform. It takes time to master all of the features. 3. Sometimes feature-heavy โ€” For smaller businesses, some of the features in Salesforce can be redundant and not always necessary. This can cause confusion as you work.

    Overall, Salesforce is a great platform for larger organizations and businesses that need to effectively manage customer data and automate processes. However, for smaller businesses, the cost and complexity can be a barrier. However, if your business is growing, Salesforce is a powerful tool for growth and scaling.


Why Weโ€™re Building Mria CRM: The First Truly Native CRM for Jira
Some teams start with custom Jira setupsโ€”relying on issue types, fields, and automations to simulate CRM behavior. Others turn to Atlassian Marketplace apps that promise a native CRM in Jira. And still others connect third-party tools like Salesforce, Zoho, or Pipedrive via Jira CRM integrations.
Source: mriacrm.com
Top 11 Best SIEM Tools in 2022 For Real-Time Incident Response and Security
Salesforce offers fantastic security information software for service operators and agents alike. They get complete visibility into all incidents, customer data, and cases in a single workspace. This provides them with greater context to better deal with a problem. The platform proactively identifies security issues before the customer even notices them.
Top 9 Best Copper CRM Alternatives for Businesses in 2023
Zoho CRM is one of several programs available in Zohoโ€™s app ecosystem, which is similar to Salesforceโ€™s app exchange. Zoho CRMโ€™s reporting is solid, allowing users to report across products, locations, and applications. The CRM provides basic contact management as well as automation, such as transforming website visitors into leads.
Source: magenest.com
Top 21 Salesforceโ€™s Competitors and Alternatives
The main competitive advantage for Dynamics 365 over Salesforce is its integrated platform. Microsoft made several strategic changes in 2020 to challenge Salesforce in the cloud software market. Most companies use Microsoftโ€™s productivity solutions, increasing Dynamics 365โ€™s advantage over Salesforce. Dynamics 365 makes Microsoft the top Salesforce competitor. [4]
14 Best Copper CRM Alternatives to Use in 2022
Salesforce is a leading provider of CRM solutions occupying over 19.6% share of the global CRM market. It provides a powerful and integrated platform for sales, marketing, support, IT, and eCommerce. This unified access to all business data can be leveraged to deliver exceptional customer experiences. Salesforce can help make better business decisions and automate key...

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.

Social recommendations and mentions

Based on our record, Salesforce should be more popular than Databricks. It has been mentiond 62 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.

Salesforce mentions (62)

  • Salesforce Development Company
    Pletra Technology is a prominent Salesforce Implementation and Development company with the expertise needed to drive Salesforce-powered change in your enterprise. Using the Salesforce.com platform effectively, our consultants can help clients provide innovation and value from customer operations. Source: about 3 years ago
  • MyDMV Portal has a really suspicious address.
    Maybe I'm just paranoid, but this thing screams "phishing link" to me. Why is this not a subdomain of flhmsv.gov ? Why is it a dot com?? I'd heard things about there being malicious links inserted into legit websites through either a hack or browser malware. Just going to force.com also redirects to salesforce.com , which... doesn't answer any questions at all. Is it just... Like this, or is there something... Source: about 3 years ago
  • Etrade hangs on login and other pages
    I noticed when I click on manage cookies there is salesforce.com and a few others that I am not sure what they are trying to do but I am sure they have nothing to do with trading. Source: about 3 years ago
  • Creating a Salesforce Email Report
    Hello! I'm aware that Tableau can capture email activity with EAC. However, I'm looking to add a report within a Salesforce Dashboard. I've attempted to create a report on email messages following the resource on Salesforce.com. But, the results were minimal (657 all-time emails? Since 2017.) For clarity, not for List Emails, just 1-1 sent through Salesforce. Source: over 3 years ago
  • Freelance design contract offer - Regarding the "ownership of work product" - what is really owned? (What are your thoughts on this contract section?)
    It is a fintech company so I do not expect them to, for example, profit much from selling clothes, or posters with my work on it. However, they are interested in the style of branding, illustration and general design of this website https://salesforce.com/ which uses a lot of colourful and playful imagery / illustrations. Source: over 3 years ago
View more

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 / almost 2 years 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 3 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 / almost 4 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 / about 4 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 4 years ago
View more

What are some alternatives?

When comparing Salesforce and Databricks, you can also consider the following products

Zoho CRM - Omnichannel CRM for Businesses of all sizes

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

HubSpot - Grow Better With HubSpot: Software that's powerful, not overpowering. Seamlessly connect your data, teams, and customers on one CRM platform that grows with your business.

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.

Pipedrive - Sales pipeline software that gets you organized. Helps you focus on the right deals, so easy to use that salespeople just love it. Great for small teams.

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.