Mixpanel vs. Amazon Redshift

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Mixpanel
Score 8.3 out of 10
N/A
Mixpanel helps companies measure what matters, make decisions fast, and build better products through data. With self-serve product analytics solution, teams can analyze how and why people engage, convert, and retain—in real-time, across devices—to improve their user experience. Mixpanel serves over 26,000 companies from different industries around the world, including Expedia, Uber, Ancestry, DocuSign, and Lemonade. Headquartered in San Francisco, Mixpanel has offices in New York,…
$0
per month
Amazon Redshift
Score 8.9 out of 10
N/A
Amazon Redshift is a hosted data warehouse solution, from Amazon Web Services.
$0.24
per GB per month
Pricing
MixpanelAmazon Redshift
Editions & Modules
Free
$0
per month
Growth
$17
per month
Enterprise
Contact sales
Redshift Managed Storage
$0.24
per GB per month
Current Generation
$0.25 - $13.04
per hour
Previous Generation
$0.25 - $4.08
per hour
Redshift Spectrum
$5.00
per terabyte of data scanned
Offerings
Pricing Offerings
MixpanelAmazon Redshift
Free Trial
NoNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsMixpanel uses MTU (Monthly Tracked User) pricing, which is designed to scale with your company. MTUs are roughly equivalent to the number of unique visitors on your product and each user is counted once per month, even if they use multiple devices. If Events based pricing makes more sense for your business, reach out to us and we can work with you!
More Pricing Information
Community Pulse
MixpanelAmazon Redshift
Considered Both Products
Mixpanel
Chose Mixpanel
Very much like Treasure Data SDK much better than Mixpanel. Set up for query-ability along with an actual response from the API to ensure that Mixpanel has received confirmation of completion.
Amazon Redshift

No answer on this topic

Best Alternatives
MixpanelAmazon Redshift
Small Businesses
Fullstory
Fullstory
Score 9.1 out of 10
Google BigQuery
Google BigQuery
Score 8.8 out of 10
Medium-sized Companies
Whatfix
Whatfix
Score 9.9 out of 10
Snowflake
Snowflake
Score 8.7 out of 10
Enterprises
Whatfix
Whatfix
Score 9.9 out of 10
Snowflake
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Score 8.7 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
MixpanelAmazon Redshift
Likelihood to Recommend
9.0
(50 ratings)
9.0
(38 ratings)
Likelihood to Renew
10.0
(13 ratings)
-
(0 ratings)
Usability
9.0
(2 ratings)
9.0
(10 ratings)
Support Rating
1.0
(8 ratings)
9.0
(7 ratings)
Online Training
8.0
(2 ratings)
-
(0 ratings)
Implementation Rating
8.9
(3 ratings)
-
(0 ratings)
Contract Terms and Pricing Model
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
MixpanelAmazon Redshift
Likelihood to Recommend
Mixpanel
As a worker in the sales area, I see closely how complex it can be to evaluate the commercial funnel and Mixpanel has been an indispensable guide to prioritize above all what customers expect to receive from our company, and thus be able to determine the main service we offer. Without a doubt, Mixpanel has special functions to be the one that guides the route and marks the objectives much more clearly.
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Amazon AWS
If the number of connections is expected to be low, but the amounts of data are large or projected to grow it is a good solutions especially if there is previous exposure to PostgreSQL. Speaking of Postgres, Redshift is based on several versions old releases of PostgreSQL so the developers would not be able to take advantage of some of the newer SQL language features. The queries need some fine-tuning still, indexing is not provided, but playing with sorting keys becomes necessary. Lastly, there is no notion of the Primary Key in Redshift so the business must be prepared to explain why duplication occurred (must be vigilant for)
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Pros
Mixpanel
  • Mixpanel is a daily use application for everyone in my organization; it helps us have a better flow of information and interaction between work teams.
  • The user interface of this platform is simple and has a wide variety of functions and resources to help us work in the most organized way, have better team coordination, and keep efficiency high.
  • I love that it is so easy to program our calendar to our liking, so we can prioritize our activities and know what is pending, and the best thing is that I can update the calendar if necessary.
  • The chat function is great to improve the interaction between colleagues and share work schedules and any information with third parties.
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Amazon AWS
  • [Amazon] Redshift has Distribution Keys. If you correctly define them on your tables, it improves Query performance. For instance, we can define Mapping/Meta-data tables with Distribution-All Key, so that it gets replicated across all the nodes, for fast joins and fast query results.
  • [Amazon] Redshift has Sort Keys. If you correctly define them on your tables along with above Distribution Keys, it further improves your Query performance. It also has Composite Sort Keys and Interleaved Sort Keys, to support various use cases
  • [Amazon] Redshift is forked out of PostgreSQL DB, and then AWS added "MPP" (Massively Parallel Processing) and "Column Oriented" concepts to it, to make it a powerful data store.
  • [Amazon] Redshift has "Analyze" operation that could be performed on tables, which will update the stats of the table in leader node. This is sort of a ledger about which data is stored in which node and which partition with in a node. Up to date stats improves Query performance.
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Cons
Mixpanel
  • Mixpanel requires an explicit setting of events from your app. This means you need to be very thoughtful in the design of your events because missing one means you aren't collecting any data from it. Inserting it into the process later on then brings challenges in tracking when certain events came online.
  • A tool like Mixpanel comes packed with features that sometimes are harder to discover. It's very easy to get sucked into one part of its toolset and not be aware of other tools which may be very useful.
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Amazon AWS
  • We've experienced some problems with hanging queries on Redshift Spectrum/external tables. We've had to roll back to and old version of Redshift while we wait for AWS to provide a patch.
  • Redshift's dialect is most similar to that of PostgreSQL 8. It lacks many modern features and data types.
  • Constraints are not enforced. We must rely on other means to verify the integrity of transformed tables.
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Likelihood to Renew
Mixpanel
It's not an all encompassing solution like Google Analytics tries to be, but MixPanel offers much easier to use and understandable data insights. That's valuable when juggling many responsibilities as startup life demands, so a renewal would be easily justified.
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Amazon AWS
No answers on this topic
Usability
Mixpanel
Relativity easy to use. Once you get the hang of it, very easy to create dashboards for different use cases. I split my dashboards between customers or use cases
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Amazon AWS
Just very happy with the product, it fits our needs perfectly. Amazon pioneered the cloud and we have had a positive experience using RedShift. Really cool to be able to see your data housed and to be able to query and perform administrative tasks with ease.
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Support Rating
Mixpanel
We have only ever had to use their support once, when we were setting up the account, but their responses were prompt and the solutions were well documented. The people who solved our issues were helpful, even to non-tech people.
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Amazon AWS
The support was great and helped us in a timely fashion. We did use a lot of online forums as well, but the official documentation was an ongoing one, and it did take more time for us to look through it. We would have probably chosen a competitor product had it not been for the great support
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Online Training
Mixpanel
Mixpanel has a great resource about their product, with videos on how to use it and real world examples from other companies on how they integrate Mixpanel into their business processes.
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Amazon AWS
No answers on this topic
Implementation Rating
Mixpanel
Again, somewhat annoying to be charged based on data points when many other analytics providers have one flat fee. Implementation was good, but I might have tracked a few more detailed points if I had the option.
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Amazon AWS
No answers on this topic
Alternatives Considered
Mixpanel
  • There was not really any other competitors for this specific use case that had a chance
  • We used Google Analytics for some things but obviously, GA is anonymous data so not useful for product teams with users
  • Other solutions out there seemed to be too expensive and this was the most recommended
  • Heap seemed to be the best OTHER option but didn't take the time to evaluate
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Amazon AWS
Than Vertica: Redshift is cheaper and AWS integrated (which was a plus because the whole company was on AWS).
Than BigQuery: Redshift has a standard SQL interface, though recently I heard good things about BigQuery and would try it out again.
Than Hive: Hive is great if you are in the PB+ range, but latencies tend to be much slower than Redshift and it is not suited for ad-hoc applications.
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Contract Terms and Pricing Model
Mixpanel
No answers on this topic
Amazon AWS
Redshift is relatively cheaper tool but since the pricing is dynamic, there is always a risk of exceeding the cost. Since most of our team is using it as self serve and there is no continuous tracking by a dedicated team, it really needs time & effort on analyst's side to know how much it is going to cost.
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Return on Investment
Mixpanel
  • We've been able to increase the funnel conversions of one of our new product funnels from a 1% conversion rate to a 5% conversion rate.
  • We've been able to increase the CTR on another of our main product pages from ~3% to ~10% (so far)
  • We've been able to segment out how users from different traffic sources behave, allowing us to eliminate thousands of dollars of wasteful spending on advertising campaigns that weren't working.
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Amazon AWS
  • Our company is moving to the AWS infrastructure, and in this context moving the warehouse environments to Redshift sounds logical regardless of the cost.
  • Development organizations have to operate in the Dev/Ops mode where they build and support their apps at the same time.
  • Hard to estimate the overall ROI of moving to Redshift from my position. However, running Redshift seems to be inexpensive compared to all the licensing and hardware costs we had on our RDBMS platform before Redshift.
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ScreenShots

Mixpanel Screenshots

Screenshot of Mixpanel's Insights report enables you to see how often users perform meaningful actions, monitor growth of key user cohorts, like power users, and slice and dice trends by any attribute.Screenshot of Mixpanel's powerful Flows report enables you to identify top user paths to see where people get stuck, and discover actions users take before, after, or between key events.Screenshot of Mixpanel's Retention report helps you understand how often users return and visualize feature stickiness. You can also slice and dice retention data to identify user groups that retain best and to find out what causes churn.