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ChatGPT vs Honeycomb.io comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 5, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

ChatGPT
Ranking in AI Code Assistants
6th
Average Rating
8.0
Reviews Sentiment
7.9
Number of Reviews
4
Ranking in other categories
AI Writing Tools (4th), Large Language Models (LLMs) (4th), AI Proofreading Tools (3rd)
Honeycomb.io
Ranking in AI Code Assistants
11th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
2
Ranking in other categories
Application Performance Monitoring (APM) and Observability (23rd)
 

Mindshare comparison

As of June 2025, in the AI Code Assistants category, the mindshare of ChatGPT is 2.9%, up from 2.2% compared to the previous year. The mindshare of Honeycomb.io is 0.2%. It is calculated based on PeerSpot user engagement data.
AI Code Assistants
 

Featured Reviews

Malte Landwehr - PeerSpot reviewer
Using technology helps streamline research, improve writing skills, and brainstorm creative ideas
I don't have one use case. I have many. I use ChatGPT for creativity and brainstorming. I often use it to generate ten or twenty ideas for a topic, and that often helps me to then pick which direction I actually want to go into. I use it to fine-tune my writing skills. When I write an important…
Diego Gomes De Lima - PeerSpot reviewer
Easy to use and the dashboard is very intuitive
We faced some OpenTelemetry metrics lost between the communication from the service and the Honeycomb.io. I can't say if this is a Honeycomb.io issue or if there are some limitations in OpenTelemetry. Alerts are very helpful in Honeycomb.io, but we don't usually merge because we can compare queries with queries for making alerts. We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Rockset is very fast, and you can query just like in MySQL."
"ChatGPT has positively impacted our organization by speeding up a lot of our processing time."
"The initial setup was very simple."
"I would rate ChatGPT a nine on a scale of one to ten."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."
 

Cons

"Rockset is now bought by OpenAI. It’s uncertain if Rockset will continue to exist as it is."
"Filtering the database based on indexes is difficult in Rockset and should be simplified."
"I would not recommend ChatGPT as a standalone product. I think it could be beneficial when used alongside other tools, but as a standalone solution, its accuracy cannot be entirely trusted."
"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."
"We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced."
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Top Industries

By visitors reading reviews
Computer Software Company
16%
Manufacturing Company
9%
Comms Service Provider
8%
Energy/Utilities Company
8%
Computer Software Company
17%
Financial Services Firm
14%
Manufacturing Company
9%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with ChatGPT?
I think it's pretty good. No recommendations.
What is your primary use case for ChatGPT?
I don't have one use case. I have many. I use ChatGPT for creativity and brainstorming. I often use it to generate ten or twenty ideas for a topic, and that often helps me to then pick which direct...
What advice do you have for others considering ChatGPT?
Just use it. Just don't be afraid to use it. Just go with it. I would rate ChatGPT a nine on a scale of one to ten. It's really, really good.
What needs improvement with Honeycomb.io?
We faced some OpenTelemetry metrics lost between the communication from the service and the Honeycomb.io. I can't say if this is a Honeycomb.io issue or if there are some limitations in OpenTelemet...
What is your primary use case for Honeycomb.io?
The solution is mainly used for stack observability. It observes service behavior or any kind of failure that may be happening. The tool is also related to research. My company is working more on t...
What advice do you have for others considering Honeycomb.io?
We set up Honeycomb.io on all the services so that we can have all the set traces of the communication between all the services inside the company. This helps us understand where it could be failin...
 

Comparisons

 

Also Known As

Rockset
Grit
 

Overview

 

Sample Customers

1. Adobe 2. Cisco 3. Comcast 4. DoorDash 5. Expedia 6. Facebook 7. GitHub 8. IBM 9. Lyft 10. Microsoft 11. Netflix 12. Oracle 13. Pinterest 14. Reddit 15. Salesforce 16. Slack 17. Spotify 18. Square 19. Target 20. Twitter 21. Uber 22. Verizon 23. Visa 24. Walmart 25. Yelp 26. Zoom 27. Airbnb 28. Dropbox 29. eBay 30. Google 31. LinkedIn 32. Amazon
Clover Health, Eaze, Intercom, Fender
Find out what your peers are saying about ChatGPT vs. Honeycomb.io and other solutions. Updated: June 2025.
859,129 professionals have used our research since 2012.