---
title: Spark Reviews
meta_title: 'Spark Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 13 reviews by the users' company size, role or industry to
  find out how Spark works for a business like yours.
aggregate_rating:
  rating_value: 4.1
  review_count: 13
  scale: '5'
date_modified: '2026-09-28'
parent_category:
  name: Creative Services
  url: https://www.g2.com/categories/creative-services
---


# Spark Reviews
**Vendor:** Spark  
**Category:** [Graphic Design Companies](https://www.g2.com/categories/graphic-design-services)  
**Average Rating:** 4.1/5.0  
**Total Reviews:** 13  
**AI Enabled:** This product embeds AI to enhance or extend its core functionality.
## About Spark
We create bold branding, campaign, digital &amp; motion work that&#39;s grounded in solid strategy.




## Spark Reviews
  ### 1. Quick and Efficient

**Rating:** 5.0/5.0 stars

**Reviewed by:** Abhishek K. | Software Engineer, Enterprise (> 1000 emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 17, 2023

**What do you like best about Spark?**

It provides libraries like Spark MLlib for machine learning and Spark Streaming for real-time data processing. This allows performing advanced analytics and building machine learning models at scale.

**What do you dislike about Spark?**

Integrating Spark with other tools or systems may require additional development effort, especially when connecting to legacy data sources. Although this can be addressed with experience and best practices.

**Recommendations to others considering Spark:**

-- Learn the basics, with a solid understanding of distributed computing concepts
-- Leverage caching
-- Stay informed with ongoing developments and new libraries
-- Consider cloud services

**What problems is Spark solving and how is that benefiting you?**

-- Handle massive volumes of data efficiently
-- In-memory processing
-- Spark offers APIs in multiple programming languages (Python, Scala, Java)
-- Real-time data processing helps in monitoring social media trends and real-time fraud detection
-- Can connect with various data sources
-- It is cost-efficient, and we can scale resources up or down as needed, reducing infrastructure costs

  ### 2. Software Engineer and analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Ashutosh M. | Software Programmer, Small-Business (50 or fewer emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 02, 2023

At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review.

**What do you like best about Spark?**

The best part I like as of my experience in memory computing power of spark it handle real time data processing with speed because of this we can do various task with speed.

**What do you dislike about Spark?**

I hate spark configuration and some time it' is complex if user is beginner and the troubleshooting part is to hectic as compared previous program performance issue some time.

**Recommendations to others considering Spark:**

If you are using large data set in real time processing I suggest to use spark as compared to Hadoop it is better to use.

**What problems is Spark solving and how is that benefiting you?**

As of my experience when I use spark in my previous project it is easy to our work when we work with large data or will divide in cluster to avoid workload an the best part is this spark use in memory computing due to this processing is fast as compared to Hadoop.

  ### 3. Spark review based on experience

**Rating:** 4.0/5.0 stars

**Reviewed by:** Swasthik B. | Data Engineer, Enterprise (> 1000 emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 18, 2023

**What do you like best about Spark?**

Its infrastructure and syntax are pretty simple. And the codes are easily available on the internet.

**What do you dislike about Spark?**

Some of the codes are hard to understand. Sometimes the code doesn't work as the dataset is very large.

**Recommendations to others considering Spark:**

It's a great tool for large datasets. If the data is not structured, then Spark can be used. By this, you can remove unwanted things from the data and make it clean and usable.

**What problems is Spark solving and how is that benefiting you?**

Big data problems can be easily solved using Spark. If there is a dataset with a huge amount of data that needs to undergo many transformations, Spark is the best option. This is how it benefits my work.

  ### 4. Good Tool for Keeping Emails Tidy

**Rating:** 3.5/5.0 stars

**Reviewed by:** Aslı S. | Regional Consumer Experience Journey Expert, Small-Business (50 or fewer emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** July 27, 2023

**What do you like best about Spark?**

I really like when it comes to smart inbox features as well as being able to change/customize the tool based on what I like and how I like, that personalization is making myself feel good about the product.

**What do you dislike about Spark?**

The freemium package is limited and eventually it is disturbing, although natural, when everything you try to access is blocked by a paid impromptu interstitial.

**Recommendations to others considering Spark:**

I'd recommend the usage of Spark only after a careful due diligence is being made, because every organization might have different needs and they might need more tailor-made solutions for themselves.

**What problems is Spark solving and how is that benefiting you?**

Spark is solving email management for us, especially the send later feature is helping me to organize my business when we work from home where our work time sometimes might be different.

  ### 5. Excellent

**Rating:** 3.5/5.0 stars

**Reviewed by:** Vishal G. | DevOps Engineer, Small-Business (50 or fewer emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 20, 2023

**What do you like best about Spark?**

Versatile and fault tolerance, ensuring that data processing continues even in the event of node failures, which is crucial for mission-critical applications.

**What do you dislike about Spark?**

It is very resource intensive, it is in-memory.

**Recommendations to others considering Spark:**

Definitely use this

**What problems is Spark solving and how is that benefiting you?**

Spark solves various problems in the field of data analytics and processing. Its benefits can be significant for businesses and individuals in several ways like business analytics and speed. Very cost efficient.

  ### 6. The Best in the business

**Rating:** 5.0/5.0 stars

**Reviewed by:** Muhammad T. | Loan Officer, Small-Business (50 or fewer emp.)

**Validated Reviewer:** Validated through a review partner

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 11, 2023

**What do you like best about Spark?**

It's easier to use. Which is the best thing I like about it.

**What do you dislike about Spark?**

It requires large data for broadcast. Which makes me frustrated.

**Recommendations to others considering Spark:**

Although it has few limitations, it's the best software to use.

**What problems is Spark solving and how is that benefiting you?**

Its high speed is solving many connection problems. It helps me to consume less time than other software in this field.

  ### 7. Review for Spark software

**Rating:** 4.5/5.0 stars

**Reviewed by:** abhinav J. | Senior System Engineer, Enterprise (> 1000 emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 15, 2023

**What do you like best about Spark?**

It is an open source software, distributed processing system used for big data workloads.

**What do you dislike about Spark?**

No file management system
Expensive
No Real time data processing

**What problems is Spark solving and how is that benefiting you?**

Spark is the multi-language engine for executing data engineering, data science and machine learning on single node.

  ### 8. Spark Usage for machine learning

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.)

This reviewer's identity has been verified by our review moderation team. They have asked not to show their 
name, job title, or picture.


**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 11, 2023

**What do you like best about Spark?**

Efficient in running the jobs and memory handling mechanism

**What do you dislike about Spark?**

The monitoring of spark is a bit tricky and difficult to integrate. Though we can use spark ui, i feel that sonething like ganglia ui is better than this.

**Recommendations to others considering Spark:**

Spark can be used efficiently if its properly integrated with the system.

**What problems is Spark solving and how is that benefiting you?**

It is used for stream processing & machine learning purposes, highly used for analyzing and processing our data with the help of notebooks.

  ### 9. Worth a look

**Rating:** 2.5/5.0 stars

**Reviewed by:** Verified User in Market Research | Enterprise (> 1000 emp.)

This reviewer's identity has been verified by our review moderation team. They have asked not to show their 
name, job title, or picture.


**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** October 27, 2023

**What do you like best about Spark?**

Range of service offering in terms of being a single shop for branding, campaign, digital & motion work

**What do you dislike about Spark?**

As a brand it needs more differentiation from its peer set and you should evaluate as per your needs

**What problems is Spark solving and how is that benefiting you?**

Spark offers a wide range of solutions in bold branding, campaign, digital & motion work that's grounded in solid strategy

  ### 10. Data analysis

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

This reviewer's identity has been verified by our review moderation team. They have asked not to show their 
name, job title, or picture.


**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** September 28, 2023

**What do you like best about Spark?**

The best part is to it is versatiledue to this wode range of data processing including batch processingreal time streaming.

**What do you dislike about Spark?**

Some complexityand realtime processing due to real time processing

**What problems is Spark solving and how is that benefiting you?**

As of my expirenence it helps us to handle latlrge dataset for faster performance when we analytics the dataand the best things is to in memory processing as compare to hadoop.

  ### 11. Spark Messaging

**Rating:** 2.5/5.0 stars

**Reviewed by:** Jodi W. | Member Experience , Automotive, Enterprise (> 1000 emp.)

**Validated Reviewer:** Validated through LinkedIn

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** April 13, 2022

**Describe the project or task Spark helped with:**

We used Spark as a message service for communication between teams and departments at Sitel. This made it easier to ask questions or share information quickly while in different locations.

**What do you like best about Spark?**

I really liked that the system was easy to use and that the entire company had it. We could have chat rooms and direct chat with just one employee. It made thing quick and simple with communicating important information.

**What do you dislike about Spark?**

There wasn't an option at the time to have meetings like other systems do now. This would have been useful because we had many employees in different locations.

**What problems is Spark solving and how is that benefiting you?**

We used Spark to communicate important process or policy changes within the company. This ensured real time changes could be made from 1 location to many departments at once.

  ### 12. Super easy to create content with Adobe Spark

**Rating:** 5.0/5.0 stars

**Reviewed by:** Alexi L. | Director of Inbound Marketing, Marketing and Advertising, Small-Business (50 or fewer emp.)

**Validated Reviewer:** Validated through a business email account

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** February 08, 2022

**Describe the project or task Spark helped with:**

Super user-friendly and great outcome using Adobe Spark.

**What do you like best about Spark?**

It automatically resizes images based on the type of content I am needing to create. And it has great templates to help you get started!

**What do you dislike about Spark?**

It's not as developed as Canva, but is a great second-option.

**What problems is Spark solving and how is that benefiting you?**

Graphic design. Even a non-graphic designer can create great content with Adobe Spark.

  ### 13. Very fast for my data ingestions

**Rating:** 5.0/5.0 stars

**Reviewed by:** Andrew G. | team lead, Enterprise (> 1000 emp.)

**Validated Reviewer:** Validated through a business email account

**Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review.

**Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.

**Reviewed Date:** February 06, 2022

**Describe the project or task Spark helped with:**

Ingesting data into my databases with rapidity helped me tremendously.

**What do you like best about Spark?**

It works well with graphs. I would say this is my favorite option.

**What do you dislike about Spark?**

The cost is a bit high. I wish it could be lowered somewhat!

**What problems is Spark solving and how is that benefiting you?**

Spark is helping me with my analytics and I have benefitted greatly as a result.



- [View Spark pricing details and edition comparison](https://www.g2.com/products/spark-spark/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-29+12%3A14%3A49+-0500&secure%5Bsession_id%5D=1213f8c7-cad5-4d9d-b396-95a26afdc290&secure%5Btoken%5D=225bdd3a2a9ed6b8ca0f51741c821e7f809e95d8671bb0628109d0b7ba2ceed8&format=llm_user)

## Spark Features
**Planning**
- Needs Assessment
- Resource Allocation
- Stayed within Budget
- Statement of Work
- Best Practices

**Delivery**
- Technical Expertise
- Met Deadlines
- Meeting Management
- Project Updates
- Scope Management
- Roll-out

**Support**
- Go Live Support
- Documentation
- Training 
- Metrics
- Admin Services

**Team Quality**
- Change Management Skills
- Executive Presence
- Vertical Expertise
- Technology Partnerships

## Top Spark Alternatives
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