# Kite, Tabnine vs The Jupyter Notebook Comparison | | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Star Rating** | 4.2 out of 5 | 4.1 out of 5 | 4.6 out of 5 | | **Total Reviews** | 59 | 48 | 252 | | **Largest Market Segment** | Small-Business (48.3% of reviews) | Small-Business (68.9% of reviews) | Enterprise (37.9% of reviews) | | **Entry Level Price** | 200 USD | $59.00 1 User Per Month | No pricing available | --- ## Top Pros & Cons ### Kite **Not enough data** ### Tabnine Pros: - Ease of Use (18 reviews) - Coding Assistance (16 reviews) Cons: - Poor Coding (7 reviews) - Poor Suggestions (5 reviews) ### The Jupyter Notebook Pros: - Data Visualization (6 reviews) - Ease of Use (6 reviews) Cons: - Complex Setup (2 reviews) - Difficult Management (2 reviews) --- ## Ratings Comparison | Rating | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Meets Requirements** | 8.7 (57 reviews) | 7.1 (30 reviews) | 8.9 (206 reviews) | | **Ease of Use** | 8.8 (57 reviews) | 8.1 (32 reviews) | 9.1 (207 reviews) | | **Ease of Setup** | 8.5 (8 reviews) | 6.9 (9 reviews) | 9.1 (47 reviews) | | **Ease of Admin** | 9.0 (8 reviews) | Not enough data | 8.7 (29 reviews) | | **Quality of Support** | 8.2 (48 reviews) | 7.6 (25 reviews) | 8.4 (171 reviews) | | **Has the product been a good partner in doing business?** | 9.0 (7 reviews) | Not enough data | 9.4 (23 reviews) | | **Product Direction (% positive)** | 6.9 (52 reviews) | 7.8 (27 reviews) | 9.0 (194 reviews) | --- ## Pricing ### Kite #### Entry-Level Pricing Plan: Pro Price: 200 USD Description: With Pro you get access to Kite's latest deep learning models for Python completions. (annual subscription) Key Features: - Everything in Free - Multi-Line Completions for Python boilerplate code. - Line-of-Code Completions for Python [Browse all 3 editions](https://www.g2.com/products/kite/pricing) #### Free Trial Yes ### Tabnine #### Entry-Level Pricing Plan: Enterprise Price: $59.00 1 User Per Month Description: AI software development platform tailored to the needs of mature enterprise engineering teams. Key Features: - Adopt AI and transform your SDLC with contextually aware agents without trading off privacy, protection, or performance. - AI agents for every step of the SDLC, AI chat in IDE, and code completions - Private deployment (SaaS, VPC, On-prem, air-gapped) [Learn more about Tabnine](https://www.g2.com/products/tabnine/reviews) #### Free Trial No ### The Jupyter Notebook #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Python Integrated Development Environments (IDE) | Product | Score | Reviews | |---|---|---| | **Kite** | 7.4/10 | 12 | | **Tabnine** | N/A | N/A | | **The Jupyter Notebook** | 8.2/10 | 169 | #### Functionality | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Ease of Use** | 8.5 (11 reviews) | Not enough data | 8.9 (149 reviews) | | **File Management** | Feature Not Available | Not enough data | 8.3 (145 reviews) | | **Multi-Language Support** | Feature Not Available | Not enough data | 7.5 (117 reviews) | | **Customization** | 6.7 (11 reviews) | Not enough data | 7.8 (140 reviews) | | **Straight-Out-the-Box Functionality** | 7.4 (11 reviews) | Not enough data | 8.4 (137 reviews) | | **Help Guides** | 7.4 (7 reviews) | Not enough data | 8.2 (138 reviews) | | **Patching & Updates** | 7.0 (10 reviews) | Not enough data | 8.3 (130 reviews) | ### AI Code Generation | Product | Score | Reviews | |---|---|---| | **Kite** | N/A | N/A | | **Tabnine** | 7.1/10 | 8 | | **The Jupyter Notebook** | N/A | N/A | #### Functionality | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Accuracy** | Not enough data | 6.9 (6 reviews) | Not enough data | | **Input processing** | Not enough data | 6.7 (6 reviews) | Not enough data | | **Interface** | Not enough data | 7.2 (6 reviews) | Not enough data | | **Code quality** | Not enough data | 7.6 (7 reviews) | Not enough data | #### Support | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Community** | Not enough data | 6.7 (5 reviews) | Not enough data | | **Update schedule** | Not enough data | 7.2 (6 reviews) | Not enough data | | **Documentation** | Not enough data | 7.5 (6 reviews) | Not enough data | #### Agentic AI - AI Code Generation | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### AI Coding Assistants | Product | Score | Reviews | |---|---|---| | **Kite** | N/A | N/A | | **Tabnine** | N/A | N/A | | **The Jupyter Notebook** | N/A | N/A | #### Functionality - AI Coding Assistants | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Contextual Relevance** | Not enough data | Not enough data | Not enough data | | **Code Optimization** | Not enough data | Not enough data | Not enough data | | **Proactive Error Detection** | Not enough data | Not enough data | Not enough data | #### Usability - AI Coding Assistants | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Collaboration** | Not enough data | Not enough data | Not enough data | | **Integration** | Not enough data | Not enough data | Not enough data | | **Speed** | Not enough data | Not enough data | Not enough data | | **Interface** | Not enough data | Not enough data | Not enough data | ### AWS Marketplace | Product | Score | Reviews | |---|---|---| | **Kite** | N/A | N/A | | **Tabnine** | N/A | N/A | | **The Jupyter Notebook** | N/A | N/A | #### Agentic AI - AWS Marketplace | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | ### AI AppSec Assistants | Product | Score | Reviews | |---|---|---| | **Kite** | N/A | N/A | | **Tabnine** | N/A | N/A | | **The Jupyter Notebook** | N/A | N/A | #### Performance - AI AppSec Assistants | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Remediation** | Not enough data | Not enough data | Not enough data | | **Real-time Vulnerability Detection** | Not enough data | Not enough data | Not enough data | | **Accuracy** | Not enough data | Not enough data | Not enough data | #### Integration - AI AppSec Assistants | Feature | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Stack Integration** | Not enough data | Not enough data | Not enough data | | **Workflow Integration** | Not enough data | Not enough data | Not enough data | | **Codebase Contextual Awareness** | Not enough data | Not enough data | Not enough data | --- ## Categories **Unique to Kite (1):** [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide) **Unique to Tabnine (3):** [AI AppSec Assistants](https://www.g2.com/categories/ai-appsec-assistants), [AI Coding Assistants Software](https://www.g2.com/categories/ai-coding-assistants), [AI Code Generation Software](https://www.g2.com/categories/ai-code-generation) **Unique to The Jupyter Notebook (2):** [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace) --- ## Reviewer Demographics ### By Company Size | Segment | Kite | Tabnine | The Jupyter Notebook | |---|---|---|---| | **Small-Business** | 48.3% | 68.9% | 33.6% | | **Mid-Market** | 25.9% | 20.0% | 28.5% | | **Enterprise** | 25.9% | 11.1% | 37.9% | ### By Industry #### Kite - **Computer Software:** 32.8% - **Information Technology and Services:** 17.2% - **Education Management:** 8.6% - **Accounting:** 5.2% - **Financial Services:** 5.2% - **Telecommunications:** 5.2% - **Electrical/Electronic Manufacturing:** 3.4% - **Medical Devices:** 1.7% - **Media Production:** 1.7% - **Internet:** 1.7% - **Other:** 17.2% #### Tabnine - **Computer Software:** 50.0% - **Information Technology and Services:** 15.9% - **Program Development:** 4.5% - **Internet:** 4.5% - **Financial Services:** 4.5% - **Telecommunications:** 2.3% - **Medical Practice:** 2.3% - **Hospital & Health Care:** 2.3% - **Environmental Services:** 2.3% - **Education Management:** 2.3% - **Other:** 9.1% #### The Jupyter Notebook - **Computer Software:** 20.0% - **Information Technology and Services:** 20.0% - **Higher Education:** 8.1% - **Education Management:** 6.8% - **Research:** 3.4% - **Program Development:** 3.0% - **Financial Services:** 2.6% - **Internet:** 2.1% - **Market Research:** 2.1% - **Oil & Energy:** 2.1% - **Other:** 29.8% --- ## Alternatives ### Alternatives to Kite - [PyCharm](https://www.g2.com/products/pycharm/reviews) — 4.6/5 stars (779 reviews) - [Eclipse](https://www.g2.com/products/eclipse/reviews) — 4.3/5 stars (3210 reviews) - [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) — 4.3/5 stars (347 reviews) - [Wing Python IDE](https://www.g2.com/products/wing-python-ide/reviews) — 4.6/5 stars (14 reviews) - [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (382 reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews) - [Selenium IDE](https://www.g2.com/products/selenium-ide/reviews) — 4.2/5 stars (131 reviews) - [spyder download](https://www.g2.com/products/spyder-download/reviews) — 4.4/5 stars (61 reviews) - [Codenvy](https://www.g2.com/products/codenvy/reviews) — 4.2/5 stars (67 reviews) - [Codeanywhere](https://www.g2.com/products/codeanywhere/reviews) — 4.2/5 stars (72 reviews) ### Alternatives to Tabnine - [GitHub Copilot](https://www.g2.com/products/github-copilot/reviews) — 4.5/5 stars (303 reviews) - [ChatGPT](https://www.g2.com/products/chatgpt/reviews) — 4.6/5 stars (2563 reviews) - [Gemini](https://www.g2.com/products/google-gemini/reviews) — 4.4/5 stars (473 reviews) - [Replit](https://www.g2.com/products/replit/reviews) — 4.5/5 stars (355 reviews) - [TESS AI](https://www.g2.com/products/tess-ai/reviews) — 4.7/5 stars (493 reviews) - [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (893 reviews) - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) — 4.6/5 stars (316 reviews) - [Windsurf](https://www.g2.com/products/exafunction-windsurf/reviews) — 4.2/5 stars (33 reviews) - [Blackbox](https://www.g2.com/products/blackbox-blackbox/reviews) — 4.5/5 stars (14 reviews) - [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews) ### Alternatives to The Jupyter Notebook - [Eclipse](https://www.g2.com/products/eclipse/reviews) — 4.3/5 stars (3210 reviews) - [PyCharm](https://www.g2.com/products/pycharm/reviews) — 4.6/5 stars (779 reviews) - [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) — 4.3/5 stars (347 reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews) - [Wing Python IDE](https://www.g2.com/products/wing-python-ide/reviews) — 4.6/5 stars (14 reviews) - [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (382 reviews) - [Qt](https://www.g2.com/products/qt/reviews) — 4.3/5 stars (54 reviews) - [Selenium IDE](https://www.g2.com/products/selenium-ide/reviews) — 4.2/5 stars (131 reviews) - [spyder download](https://www.g2.com/products/spyder-download/reviews) — 4.4/5 stars (61 reviews) - [KDevelop](https://www.g2.com/products/kdevelop/reviews) — 4.6/5 stars (10 reviews) --- ## Top Discussions ### Kite - Title: [How do I integrate Kite with Jupyter](https://www.g2.com/discussions/25506-how-do-i-integrate-kite-with-jupyter) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "We're actively developing an integration for JupyterLab, and expect it to be ready in Q3 2020. Follow us on Twitter (@kitehq) and signup to be notified about..." - Title: [How does PyCharm integrate with kite?](https://www.g2.com/discussions/how-does-pycharm-integrate-with-kite) — 1 comment > **Top comment:** "First download and install kite's software somewhere from the internet, then install kite plugin in pycharm. " ### Tabnine - Title: [Can I use Tabnine for free?](https://www.g2.com/discussions/can-i-use-tabnine-for-free) — 2 comments *(includes official response)* > **Top comment:** "Yes, you can! See the different plans here: https://www.tabnine.com/pricing" - Title: [Which is better kite or Tabnine?](https://www.g2.com/discussions/which-is-better-kite-or-tabnine) — 1 comment *(includes official response)* > **Top comment:** "You can see a comparison here: https://www.tabnine.com/blog/kite-vs-tabnine/" - Title: [What languages does Tabnine support?](https://www.g2.com/discussions/what-languages-does-tabnine-support) — 1 comment *(includes official response)* > **Top comment:** "The main languages supported by Tabnine are: 'JavaScript', 'TypeScript', 'C/C++', 'Python', 'Java', 'Go', 'PHP', 'C#', 'Ruby', 'Kotlin' and 'Rust'" - Title: [What is Tabnine used for?](https://www.g2.com/discussions/what-is-tabnine-used-for) — 1 comment *(includes official response)* > **Top comment:** "What is the use of Tabnine? Code faster with whole-line & full-function code completions Tabnine uses generative AI technology to predict and suggests..." - Title: [Is there any plan to store our sensitive date to our own account](https://www.g2.com/discussions/is-there-any-plan-to-store-our-sensitive-date-to-our-own-account) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Can you please elaborate?" ### The Jupyter Notebook - Title: [What is The Jupyter Notebook used for?](https://www.g2.com/discussions/what-is-the-jupyter-notebook-used-for) — 1 comment > **Top comment:** "a pythone ide environment" - Title: [Why is Jupyter notebook so popular?](https://www.g2.com/discussions/why-is-jupyter-notebook-so-popular) — 1 comment, 1 upvote > **Top comment:** "Gives more flexibility versus Excel and makes you comfortable with access to big data." - Title: [What is a Jupyter notebook checkpoint?](https://www.g2.com/discussions/what-is-a-jupyter-notebook-checkpoint) — 1 comment > **Top comment:** "Recovery: If your Jupyter notebook crashes or if you accidentally close the browser tab, you can recover your work from the most recent..." - Title: [What is the use of Jupyter notebooks?](https://www.g2.com/discussions/what-is-the-use-of-jupyter-notebooks) — 1 comment, 1 upvote > **Top comment:** "Writing and editing Python code. Using some extensions such as Jovian, you can share your code easily with friends. The markdown feature makes it possible..." - Title: [What are the features of Jupyter notebook?](https://www.g2.com/discussions/what-are-the-features-of-jupyter-notebook) — 1 comment > **Top comment:** "1.Code cells for writing and editing code. 2.Markdown cell for writing comments and/or code functions. 3.Raw Jupyter NBConvert cells. 4.A support for..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/kite-vs-tabnine-vs-the-jupyter-notebook)