Deepnote is a BI/analytics platform for governed dashboards and semantic modeling. It excels at scale and controls but carries a learning curve and heavier pricing.
Verdict: Deepnote is a serious BI platform with governance and scale, at the cost of complexity and enterprise pricing.
Pros
Hey, PM of Deepnote here. We're on the same page here. There is often a huge gap between a prototype in Jupyter, and a production ready code
Hi everyone! I'm a software / ML engineer at Deepnote. My team and I are working on a collaborative data science notebook called Deepnote. W
…The simplest tool that gets the job done is best. * Experiments get tracked in a Google Sheet Development: * Deepnote for exploratory progr
Enterprise-grade dashboards and semantic layers
Cons
If you need a GPU, Colab is the way to go. In any other case, I prefer Deepnote as it (1) is also mostly free, (2) provides almost real-time
If you need a GPU, Colab is the way to go. In any other case, I prefer Deepnote as it (1) is also mostly free, (2) provides almost real-time sync when working with friends and family, (3) is not another service of the Alphabet monopoly but a team of dedicated developers contributing to the…
Full disclosure, I am a data scientist at Deepnote 👋. But, I used Google Colab extensively in my previous role as a research analyst at a school board. As mentioned in other comments, the need to mount and authenticate into shared resources, every time I wanted to begin my work, was not the…
Hey, PM of Deepnote here. We're on the same page here. There is often a huge gap between a prototype in Jupyter, and a production ready code. A big kudos to you if you're the bridge that makes it happen, it's not an easy work, and it's a common problem. I feel like any tool or library that promises…
Deepnote Pros and Cons | User Likes & Dislikes - G2
# Deepnote Reviews
**Vendor:** Deepnote
...
- Users find the **limited features** of Deepnote restricts their ability to fully utilize its potential.
...
(19 reviews)
- Users experience **lagging performance** with Deepnote, particularly when processing large datasets, affecting efficiency during critical tasks.
...
- Users face **slow loading times** in Deepnote, particularly with larger projects, which can hinder productivity and frustrate experiences.
...
- Users find **missing features** in Deepnote, such as lacking SQL queries and Git integration, hinder overall usability.
...
- Users note a **lack of features** in Deepnote, particularly in project awareness and visualization tools.
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
...
I’ve also noticed that if I’m working on a script for a few hours, Deepnote can get really slow.
...
### 40. Deepnote: is it worth the switch?
...
While I found almost every aspect of Deepnote to be perfect, one thing that I did experience was the lag or lengthy loading time for larger projects.
...
The only real drawback I see is that sometimes Deepnote stops working or works very slowly.
...
Deepnote runs our code on their own machines, not using our AWS sources, so sometimes queries run slower than usual.
# Deepnote Reviews
**Vendor:** Deepnote
...
- Users find the **limited features** of Deepnote restricts their ability to fully utilize its potential.
...
- Users note a **lack of features** in Deepnote, particularly in project awareness and visualization tools.
...
**What do you dislike about Deepnote?**
SQL Variants Recognition: Sometimes, Deepnote struggles to recognize the different variants of SQL depending on the specific database provider, leading to compatibility issues with certain functions.
...
It would be helpful if Deepnote provided a way to manage library imports as a starting command for each session.
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
What I dislike about Deepnote is that sometimes scripts fail to run without any clear reason.
...
**What do you dislike about Deepnote?**
Sometimes datasets can be too large for deepnote and runtime limits can be impactful.
...
Deepnote struggles with integrating existing codebases smoothly, making it less ideal for projects that aren’t started from scratch
...
One drawback of Deepnote is that it can be resource-intensive for large datasets or complex computations.
Top 10 Deepnote Alternatives & Competitors in 2026 - G2
# Top 10 Deepnote Alternatives & Competitors
...
When comparing Deepnote with other tools, reviewers most often evaluate data analysis and projects as key differentiators.
The best overall alternative to Deepnote is Hex, rated ~4.5 stars on G2 from 403+ reviewers.
...
Other well-known alternatives to Deepnote are: - Looker – known for insights and easy integrations (G2 star rating ~4.4)
...
Based on G2 review data, Deepnote is most commonly used in industries like Python Integrated Development Environments (IDE), Analytics Platforms, Data Science and Machine Learning Platforms.
...
## Top 10 Alternatives to Deepnote Recently Reviewed By G2 Community
...
Reviewers say compared to Deepnote, Hex is:
...
## Deepnote Alternatives FAQs
### What are the best alternatives to Deepnote in 2026?
According to G2, the best alternatives to Deepnote include Hex (4.5/5 stars, 394 reviews), Looker (4.4/5 stars, 1644 reviews), PyCharm (4.6/5 stars, 780 reviews), and Tableau (4.4/5 stars, 3658 reviews).
...
Reviewers recommend PyCharm as a top Python IDE alternative to Deepnote, praising its intelligent code completion, powerful debugging, seamless Git integration, and extensive plugin ecosystem.
...
According to G2 data, both Deepnote and Hex hold an equal average rating of 4.5 out of 5, with Deepnote having 382 reviews and Hex slightly more at 394 reviews.
Deepnote scores higher by 0.1 points in Usability (8.9 vs 8.7) and Setup Ease (9.0 vs 8.9), while Hex leads by 0.2 points in Ease of Admin (9.0 vs 8.8) and by 0.5 points in Ease of Doing Business With (9.1 vs 8.6).
Both platforms are praised for their ease of use, collaboration capabilities, and AI integration, with Deepnote noted for its real-time collaboration, easy integrations, and AI-assisted coding, and Hex recognized for its strong SQL and Python integration, AI agent capabilities, and flexible notebook environment.
Deepnote Pros and Cons | User Likes & Dislikes - G2
# Deepnote Reviews
**Vendor:** Deepnote
...
- Users find the **limited features** of Deepnote restricts their ability to fully utilize its potential.
...
(19 reviews)
- Users experience **lagging performance** with Deepnote, particularly when processing large datasets, affecting efficiency during critical tasks.
...
- Users face **slow loading times** in Deepnote, particularly with larger projects, which can hinder productivity and frustrate experiences.
...
- Users find **missing features** in Deepnote, such as lacking SQL queries and Git integration, hinder overall usability.
...
- Users note a **lack of features** in Deepnote, particularly in project awareness and visualization tools.
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
...
I’ve also noticed that if I’m working on a script for a few hours, Deepnote can get really slow.
...
### 40. Deepnote: is it worth the switch?
...
While I found almost every aspect of Deepnote to be perfect, one thing that I did experience was the lag or lengthy loading time for larger projects.
...
The only real drawback I see is that sometimes Deepnote stops working or works very slowly.
...
Deepnote runs our code on their own machines, not using our AWS sources, so sometimes queries run slower than usual.
# Deepnote Reviews
**Vendor:** Deepnote
...
- Users find the **limited features** of Deepnote restricts their ability to fully utilize its potential.
...
- Users note a **lack of features** in Deepnote, particularly in project awareness and visualization tools.
...
**What do you dislike about Deepnote?**
SQL Variants Recognition: Sometimes, Deepnote struggles to recognize the different variants of SQL depending on the specific database provider, leading to compatibility issues with certain functions.
...
It would be helpful if Deepnote provided a way to manage library imports as a starting command for each session.
...
**What do you dislike about Deepnote?**
...
**What do you dislike about Deepnote?**
What I dislike about Deepnote is that sometimes scripts fail to run without any clear reason.
...
**What do you dislike about Deepnote?**
Sometimes datasets can be too large for deepnote and runtime limits can be impactful.
...
Deepnote struggles with integrating existing codebases smoothly, making it less ideal for projects that aren’t started from scratch
...
One drawback of Deepnote is that it can be resource-intensive for large datasets or complex computations.
Top 10 Deepnote Alternatives & Competitors in 2026 - G2
# Top 10 Deepnote Alternatives & Competitors
...
When comparing Deepnote with other tools, reviewers most often evaluate data analysis and projects as key differentiators.
The best overall alternative to Deepnote is Hex, rated ~4.5 stars on G2 from 403+ reviewers.
...
Other well-known alternatives to Deepnote are: - Looker – known for insights and easy integrations (G2 star rating ~4.4)
...
Based on G2 review data, Deepnote is most commonly used in industries like Python Integrated Development Environments (IDE), Analytics Platforms, Data Science and Machine Learning Platforms.
...
## Top 10 Alternatives to Deepnote Recently Reviewed By G2 Community
...
Reviewers say compared to Deepnote, Hex is:
...
## Deepnote Alternatives FAQs
### What are the best alternatives to Deepnote in 2026?
According to G2, the best alternatives to Deepnote include Hex (4.5/5 stars, 394 reviews), Looker (4.4/5 stars, 1644 reviews), PyCharm (4.6/5 stars, 780 reviews), and Tableau (4.4/5 stars, 3658 reviews).
...
Reviewers recommend PyCharm as a top Python IDE alternative to Deepnote, praising its intelligent code completion, powerful debugging, seamless Git integration, and extensive plugin ecosystem.
...
According to G2 data, both Deepnote and Hex hold an equal average rating of 4.5 out of 5, with Deepnote having 382 reviews and Hex slightly more at 394 reviews.
Deepnote scores higher by 0.1 points in Usability (8.9 vs 8.7) and Setup Ease (9.0 vs 8.9), while Hex leads by 0.2 points in Ease of Admin (9.0 vs 8.8) and by 0.5 points in Ease of Doing Business With (9.1 vs 8.6).
Both platforms are praised for their ease of use, collaboration capabilities, and AI integration, with Deepnote noted for its real-time collaboration, easy integrations, and AI-assisted coding, and Hex recognized for its strong SQL and Python integration, AI agent capabilities, and flexible notebook environment.