AWS Lambda vs. Tableau Desktop

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
AWS Lambda
Score 8.3 out of 10
N/A
AWS Lambda is a serverless computing platform that lets users run code without provisioning or managing servers. With Lambda, users can run code for virtually any type of app or backend service—all with zero administration. It takes of requirements to run and scale code with high availability.
$NaN
Per 1 ms
Tableau Desktop
Score 8.4 out of 10
N/A
Tableau Desktop is a data visualization product from Tableau. It connects to a variety of data sources for combining disparate data sources without coding. It provides tools for discovering patterns and insights, data calculations, forecasts, and statistical summaries and visual storytelling.
$75
per month
Pricing
AWS LambdaTableau Desktop
Editions & Modules
128 MB
$0.0000000021
Per 1 ms
1024 MB
$0.0000000167
Per 1 ms
10240 MB
$0.0000001667
Per 1 ms
Tableau
$75
per month per user
Tableau Enterprise
$115
per month per user
Offerings
Pricing Offerings
AWS LambdaTableau Desktop
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsAll pricing plans are billed annually.
More Pricing Information
Community Pulse
AWS LambdaTableau Desktop
Considered Both Products
AWS Lambda
Chose AWS Lambda
While AWS Lambda doesn't have the UI or the predefined functions that these other services provide, what was apparent to us is the cost saving and flexibility we have with AWS Lambda once we have it set up.
Tableau Desktop

No answer on this topic

Features
AWS LambdaTableau Desktop
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
AWS Lambda
8.8
7 Ratings
3% below category average
Tableau Desktop
9.0
149 Ratings
6% above category average
Multiple Access Permission Levels (Create, Read, Delete)8.67 Ratings8.7136 Ratings
Single Sign-On (SSO)9.13 Ratings9.283 Ratings
Multi-User Support (named login)00 Ratings9.0145 Ratings
Role-Based Security Model00 Ratings9.0125 Ratings
Report-Level Access Control00 Ratings9.010 Ratings
Reporting & Analytics
Comparison of Reporting & Analytics features of Product A and Product B
AWS Lambda
5.0
6 Ratings
32% below category average
Tableau Desktop
-
Ratings
Dashboards5.56 Ratings00 Ratings
Standard reports5.25 Ratings00 Ratings
Custom reports4.45 Ratings00 Ratings
Function as a Service (FaaS)
Comparison of Function as a Service (FaaS) features of Product A and Product B
AWS Lambda
8.7
7 Ratings
0% above category average
Tableau Desktop
-
Ratings
Programming Language Diversity9.07 Ratings00 Ratings
Runtime API Authoring8.07 Ratings00 Ratings
Function/Database Integration8.97 Ratings00 Ratings
DevOps Stack Integration8.97 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
AWS Lambda
-
Ratings
Tableau Desktop
8.4
175 Ratings
3% above category average
Pixel Perfect reports00 Ratings8.0145 Ratings
Customizable dashboards00 Ratings9.1174 Ratings
Report Formatting Templates00 Ratings8.1151 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
AWS Lambda
-
Ratings
Tableau Desktop
8.3
172 Ratings
3% above category average
Drill-down analysis00 Ratings8.5167 Ratings
Formatting capabilities00 Ratings8.4170 Ratings
Integration with R or other statistical packages00 Ratings8.0126 Ratings
Report sharing and collaboration00 Ratings8.5165 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
AWS Lambda
-
Ratings
Tableau Desktop
8.3
166 Ratings
1% above category average
Publish to Web00 Ratings8.0155 Ratings
Publish to PDF00 Ratings8.0154 Ratings
Report Versioning00 Ratings8.3120 Ratings
Report Delivery Scheduling00 Ratings8.5128 Ratings
Delivery to Remote Servers00 Ratings8.778 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
AWS Lambda
-
Ratings
Tableau Desktop
8.3
164 Ratings
4% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.5162 Ratings
Location Analytics / Geographic Visualization00 Ratings8.5156 Ratings
Predictive Analytics00 Ratings8.6131 Ratings
Pattern Recognition and Data Mining00 Ratings7.57 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
AWS Lambda
-
Ratings
Tableau Desktop
7.9
141 Ratings
2% above category average
Responsive Design for Web Access00 Ratings8.7130 Ratings
Mobile Application00 Ratings7.3101 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.4122 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
AWS Lambda
-
Ratings
Tableau Desktop
7.7
67 Ratings
1% below category average
REST API00 Ratings8.259 Ratings
Javascript API00 Ratings7.753 Ratings
iFrames00 Ratings6.851 Ratings
Java API00 Ratings8.248 Ratings
Themeable User Interface (UI)00 Ratings7.354 Ratings
Customizable Platform (Open Source)00 Ratings8.148 Ratings
Best Alternatives
AWS LambdaTableau Desktop
Small Businesses
IBM Cloud Functions
IBM Cloud Functions
Score 6.9 out of 10
Yellowfin
Yellowfin
Score 8.7 out of 10
Medium-sized Companies
Red Hat OpenShift
Red Hat OpenShift
Score 9.2 out of 10
Reveal
Reveal
Score 10.0 out of 10
Enterprises
Red Hat OpenShift
Red Hat OpenShift
Score 9.2 out of 10
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
AWS LambdaTableau Desktop
Likelihood to Recommend
7.7
(52 ratings)
8.8
(203 ratings)
Likelihood to Renew
-
(0 ratings)
7.5
(41 ratings)
Usability
8.3
(17 ratings)
8.3
(73 ratings)
Availability
-
(0 ratings)
10.0
(11 ratings)
Performance
-
(0 ratings)
8.0
(10 ratings)
Support Rating
8.7
(20 ratings)
1.0
(57 ratings)
In-Person Training
-
(0 ratings)
9.4
(4 ratings)
Online Training
-
(0 ratings)
8.0
(5 ratings)
Implementation Rating
-
(0 ratings)
8.0
(34 ratings)
Configurability
-
(0 ratings)
7.0
(3 ratings)
Ease of integration
-
(0 ratings)
10.0
(1 ratings)
Product Scalability
-
(0 ratings)
9.0
(4 ratings)
Vendor post-sale
-
(0 ratings)
10.0
(1 ratings)
Vendor pre-sale
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
AWS LambdaTableau Desktop
Likelihood to Recommend
Amazon AWS
Lambda excels at event-driven, short-lived tasks, such as processing files or building simple APIs. However, it's less ideal for long-running, computationally intensive, or applications that rely on carrying the state between jobs. Cold starts and constant load can easily balloon the costs.
Read full review
Tableau
The best scenario is definitely to collect data from several sources and create dedicated dashboards for specific recipients. However, I miss the possibility of explaining these reports in more detail. Sometimes, we order a report, and after half a year, we don't remember the meaning of some data (I know it's our fault as an organization, but the tool could force better practices).
Read full review
Pros
Amazon AWS
  • No provisioning required - we don't have to pay anything upfront
  • Serverless deployment - it gets executed only when request comes and we pay only for the time the request is getting executed
  • Integrates well with AWS CloudWatch triggers so it is easy to setup scheduled tasks like cron jobs
Read full review
Tableau
  • An excellent tool for data visualization, it presents information in an appealing visual format—an exceptional platform for storing and analyzing data in any size organization.
  • Through interactive parameters, it enables real-time interaction with the user and is easy to learn and get support from the community.
Read full review
Cons
Amazon AWS
  • Developing test cases for Lambda functions can be difficult. For functions that require some sort of input it can be tough to develop the proper payload and event for a test.
  • For the uninitiated, deploying functions with Infrastructure as Code tools can be a challenging undertaking.
  • Logging the output of a function feels disjointed from running the function in the console. A tighter integration with operational logging would be appreciated, perhaps being able to view function logs from the Lambda console instead of having to navigate over to CloudWatch.
  • Sometimes its difficult to determine the correct permissions needed for Lambda execution from other AWS services.
Read full review
Tableau
  • Pricing should be more user-friendly and usage-driven
  • Making edits to the production reports is fairly tough and has a vast scope of additional capabilities
  • Tableau Desktop should be able to differentiate itself from the Tableau server else there is no major meaning of two different products being offered
Read full review
Likelihood to Renew
Amazon AWS
No answers on this topic
Tableau
Our use of Tableau Desktop is still fairly low, and will continue over time. The only real concern is around cost of the licenses, and I have mentioned this to Tableau and fully expect the development of more sensible models for our industry. This will remove any impediment to expansion of our use.
Read full review
Usability
Amazon AWS
I give it a seven is usability because it's AWS. Their UI's are always clunkier than the competition and their documentation is rather cumbersome. There's SO MUCH to dig through and it's a gamble if you actually end up finding the corresponding info if it will actually help. Like I said before, going to google with a specific problem is likely a better route because AWS is quite ubiquitous and chances are you're not the first to encounter the problem. That being said, using SAM (Serverless application model) and it's SAM Local environment makes running local instances of your Lambdas in dev environments painless and quite fun. Using Nodejs + Lambda + SAM Local + VS Code debugger = AWESOME.
Read full review
Tableau
Tableau Desktop has proven to be a lifesaver in many situations. Once we've completed the initial setup, it's simple to use. It has all of the features we need to quickly and efficiently synthesize our data. Tableau Desktop has advanced capabilities to improve our company's data structure and enable self-service for our employees.
Read full review
Reliability and Availability
Amazon AWS
No answers on this topic
Tableau
When used as a stand-alone tool, Tableau Desktop has unlimited uptime, which is always nice. When used in conjunction with Tableau Server, this tool has as much uptime as your server admins are willing to give it. All in all, I've never had an issue with Tableau's availability.
Read full review
Performance
Amazon AWS
No answers on this topic
Tableau
Tableau Desktop's performance is solid. You can really dig into a large dataset in the form of a spreadsheet, and it exhibits similarly good performance when accessing a moderately sized Oracle database. I noticed that with Tableau Desktop 9.3, the performance using a spreadsheet started to slow around 75K rows by about 60 columns. This was easily remedied by creating an extract and pushing it to Tableau Server, where performance went to lightning fast
Read full review
Support Rating
Amazon AWS
Amazon consistently provides comprehensive and easy-to-parse documentation of all AWS features and services. Most development team members find what they need with a quick internet search of the AWS documentation available online. If you need advanced support, though, you might need to engage an AWS engineer, and that could be an unexpected (or unwelcome) expense.
Read full review
Tableau
Tableau support has been extremely responsive and willing to help with all of our requests. They have assisted with creating advanced analysis and many different types of custom icons, data formatting, formulas, and actions embedded into graphs. Tableau offers a weekly presentation of features and assists with internal company projects.
Read full review
In-Person Training
Amazon AWS
No answers on this topic
Tableau
It is admittedly hard to train a group of people with disparate levels of ability coming in, but the software is so easy to use that this is not a huge problem; anyone who can follow simple instructions can catch up pretty quickly.
Read full review
Online Training
Amazon AWS
No answers on this topic
Tableau
I think the training was good overall, but it was maybe stating the obvious things that a tech savvy young engineer would be able to pick up themselves too. However, the example work books were good and Tableau web community has helped me with many problems
Read full review
Implementation Rating
Amazon AWS
No answers on this topic
Tableau
Again, training is the key and the company provides a lot of example videos that will help users discover use cases that will greatly assist their creation of original visualizations. As with any new software tool, productivity will decline for a period. In the case of Tableau, the decline period is short and the later gains are well worth it.
Read full review
Alternatives Considered
Amazon AWS
AWS Lambda is good for short running functions, and ideally in response to events within AWS. Google App Engine is a more robust environment which can have complex code running for long periods of time, and across more than one instance of hardware. Google App Engine allows for both front-end and back-end infrastructure, while AWS Lambda is only for small back-end functions
Read full review
Tableau
I have used Power BI as well, the pricing is better, and also training costs or certifications are not that high. Since there is python integration in Power BI where I can use data cleaning and visualizing libraries and also some machine learning models. I can import my python scripts and create a visualization on processed data.
Read full review
Scalability
Amazon AWS
No answers on this topic
Tableau
Tableau Desktop's scaleability is really limited to the scale of your back-end data systems. If you want to pull down an extract and work quickly in-memory, in my application it scaled to a few tens of millions of rows using the in-memory engine. But it's really only limited by your back-end data store if you have or are willing to invest in an optimized SQL store or purpose-built query engine like Veritca or Netezza or something similar.
Read full review
Return on Investment
Amazon AWS
  • Positive - Only paying for when code is run, unlike virtual machines where you pay always regardless of processing power usage.
  • Positive - Scalability and accommodating larger amounts of demand is much cheaper. Instead of scaling up virtual machines and increasing the prices you pay for that, you are just increasing the number of times your lambda function is run.
  • Negative - Debugging/troubleshooting, and developing for lambda functions take a bit more time to get used to, and migrating code from virtual machines and normal processes to Lambda functions can take a bit of time.
Read full review
Tableau
  • Tableau was acquired years ago, and has provided good value with the content created.
  • Ongoing maintenance costs for the platform, both to maintain desktop and server licensing has made the continuing value questionable when compared to other offerings in the marketplace.
  • Users have largely been satisfied with the content, but not with the overall performance. This is due to a combination of factors including the performance of the Tableau engines as well as development deficiencies.
Read full review
ScreenShots