
What is Blackbox AI?
BlackBox.AI is a coding LLM designed to transform the way we build software. By building BlackBox.AI, you can accelerate the pace of innovation within companies by making engineers 10X faster in building and releasing products and accelerate the growth in software engineers around the world and 10X the number of engineers from ~100M to 1B.
Company Details
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Real user data aggregated to summarize the product performance and customer experience.
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Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
87 Likeliness to Recommend
90 Plan to Renew
Up
2
Since last award
80 Satisfaction of Cost Relative to Value
Up
1
Since last award
Emotional Footprint Overview
- Product Experience:
- 92%
- Negotiation and Contract:
- 88%
- Conflict Resolution:
- 88%
- Strategy & Innovation:
- 93%
- Service Experience:
- 90%
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
+90 Net Emotional Footprint
The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.
How much do users love Blackbox AI?
Pros
- Helps Innovate
- Enables Productivity
- Includes Product Enhancements
- Generous Negotitation
How to read the Emotional Footprint
The Net Emotional Footprint measures high-level user sentiment towards particular product offerings. It aggregates emotional response ratings for various dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
While purchasing decisions shouldn't be based on emotion, it's valuable to know what kind of emotional response the vendor you're considering elicits from their users.
Footprint
Negative
Neutral
Positive
Feature Ratings
Code Completion
Summarization & Explanation
Commenting
Natural Language Generation
Refactoring
IDE Integration
Bug Detection
Multi-Language Support
Unit Tests
Vendor Capability Ratings
Business Value Created
Usability and Intuitiveness
Quality of Features
Ease of Implementation
Availability and Quality of Training
Breadth of Features
Product Strategy and Rate of Improvement
Ease of Customization
Ease of Data Integration
Vendor Support
Ease of IT Administration
Blackbox AI Reviews

Md Manowar H.
- Role: Information Technology
- Industry: Technology
- Involvement: IT Development, Integration, and Administration
Submitted Feb 2025
Powerful AI coding assistant with great suggestion
Likeliness to Recommend
What differentiates Blackbox AI from other similar products?
Blackbox AI stands out with real-time code search, full-function autocompletion, and multi-language support. Unlike competitors, it retrieves relevant open-source code snippets and integrates seamlessly with various IDEs. Its ability to suggest entire code functions rather than just single-line completions enhances developer productivity. However, improvements in debugging and offline capabilities could further set it apart.
What is your favorite aspect of this product?
My favorite aspect of Blackbox AI is its real-time, context-aware code suggestions. It not only autocompletes code efficiently but also retrieves relevant open-source snippets, saving time on debugging and problem-solving. The multi-language support and seamless IDE integration make it a highly versatile tool for developers.
What do you dislike most about this product?
The biggest downside of Blackbox AI is that it sometimes suggests outdated or inefficient code from open-source repositories, requiring manual verification. Additionally, its pricing can be high for individual developers, and response times may lag during peak usage. An offline mode and better debugging features would improve the experience.
What recommendations would you give to someone considering this product?
I recommend Blackbox AI for developers looking to boost productivity, but with some caveats: Verify code suggestions for best practices, as it sometimes pulls outdated code. Use it as a coding assistant, not a full replacement for manual coding. Consider the pricing based on your usage and needs. Ideal for teams and companies, but individual developers should compare alternatives like GitHub Copilot. If you're okay with these considerations, it’s a great tool for accelerating development.
Pros
- Reliable
- Trustworthy
- Efficient Service
- Effective Service

Komal R.
- Role: Information Technology
- Industry: Technology
- Involvement: End User of Application
Submitted Dec 2024
Powerful Predictions
Likeliness to Recommend
What differentiates Blackbox AI from other similar products?
Black-box AI is differentiated by its focus on highly complex, data-driven models (like deep learning) that provide accurate predictions without offering transparency into how decisions are made, unlike more interpretable models such as decision trees or linear regression.
What is your favorite aspect of this product?
My favourite aspect of Black-box AI is its ability to make highly accurate predictions from complex data patterns, especially in fields like image recognition and natural language processing, where traditional models fall short.
What do you dislike most about this product?
The main drawback of Black-box AI is the lack of transparency , making it difficult to understand how decisions are made, which can be problematic for trust, accountability, and troubleshooting.
What recommendations would you give to someone considering this product?
I recomment considering Black-box AI if accuracy is a priority, but also be prepared to address the lack of interpretability. For critical applications, explore solutions that incorporate explainable AI (XAI) to ensure transparency and trust.
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Performance Enhancing

Maria E. G.
- Role: Information Technology
- Industry: Technology
- Involvement: End User of Application
Submitted Aug 2024
Improved decision making
Likeliness to Recommend
What differentiates Blackbox AI from other similar products?
I like it because it generally allows for much more accurate prediction of market trends, financial risk analysis and personalization of the customer experience. Blackbox AI has proven to be a valuable tool for our business by providing advanced analytics and significant improvements in decision making.
What is your favorite aspect of this product?
Unlike other software, it has self-learning functionality that continuously improves the accuracy of predictions. The interface is also another strength because it is intuitive, making it easy to interpret data analysis. Its unique functionality and integration capabilities distinguish it from other similar programs on the market.
What do you dislike most about this product?
The generation of customized reports requires advanced knowledge of the platform.
What recommendations would you give to someone considering this product?
I recommend it for companies with large volumes of data for predictive analytics. it is also easy to use and affordable.
Pros
- Continually Improving Product
- Reliable
- Performance Enhancing
- Enables Productivity