# Blackbox vs GitHub Copilot Comparison
---
## AI Generated Summary
- **G2 reviewers report** that GitHub Copilot excels in integration with popular development environments like VS Code, making it easy for developers to set up and utilize its features effectively. Users appreciate how it can read their code, assist with debugging, and even help with documentation creation.
- **Users say** that Blackbox offers a convenient experience with its browser extension and VS Code integration, allowing for personalized code suggestions. However, it has received fewer recent reviews, which may indicate less active user engagement compared to GitHub Copilot.
- **Reviewers mention** that GitHub Copilot has a higher overall satisfaction score, reflecting its strong performance in areas like code completion and multi-file editing. Users highlight its ability to analyze entire files, which enhances productivity during coding sessions.
- **According to verified reviews** , Blackbox is praised for its intuitive user experience and customizable features, which help users conduct in-depth research and generate tailored outputs. However, its lower G2 Score suggests that it may not meet the expectations of all users as effectively as GitHub Copilot.
- **G2 reviewers note** that while both tools provide good support, GitHub Copilot&#39;s community engagement and update schedule are seen as more robust, contributing to a better overall user experience. Users appreciate the active development and responsiveness to feedback.
- **Users highlight** that GitHub Copilot&#39;s ability to assist with complex coding tasks and its strong market presence make it a more reliable choice for developers looking for a comprehensive AI coding assistant, especially given its substantial number of recent reviews compared to Blackbox.



---
## Frequently Asked Questions

### What is the difference between GitHub Copilot vs Blackbox?

Blackbox stands out for its higher reviewer satisfaction scores on both Ease of Setup and Quality of Support compared to GitHub Copilot, despite Copilot having a much larger review base.

| [GitHub Copilot](https://www.g2.com/products/github-copilot/reviews) | [Blackbox](https://www.g2.com/products/blackbox-blackbox/reviews) |
| --- | --- |
| 4.4/5 (392 reviews) | 4.5/5 (14 reviews) |
| — | — |
| 9.2 | 9.4 |
| 8.5 | 8.6 |
| Integration with GitHub and Visual Studio Code | AI advancements and coding assistance |



### How do the pricing models of GitHub Copilot and Blackbox compare?

Blackbox is rated higher on value for money, with a higher Price/Cost satisfaction score than GitHub Copilot.

- **GitHub Copilot:** In recent reviews, several reviewers mention that the subscription cost is high and recent pricing changes have made it less attractive for some users.
- **Blackbox:** Reviewers note that Blackbox may be expensive for individual developers, but overall sentiment on value is more positive than for Copilot.
- **Switching reasons:** Recent reviews indicate that some users have switched away from GitHub Copilot due to dissatisfaction with its new pricing model.



### What are the best alternatives to GitHub Copilot and Blackbox?

The top 3 alternatives to GitHub Copilot and Blackbox are ChatGPT, Tabnine, and Gemini.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [GitHub Copilot](https://www.g2.com/products/github-copilot/reviews) | 4.4/5 (392 reviews) | — | Recent reviews cite concerns about high subscription cost and pricing changes | Integration with GitHub and Visual Studio Code |
| [Blackbox](https://www.g2.com/products/blackbox-blackbox/reviews) | 4.5/5 (14 reviews) | — | Reviewers note it may be expensive for individuals but generally positive on value | AI advancements and coding assistance |
| [ChatGPT](https://www.g2.com/products/chatgpt/reviews) | 4.6/5 (2898 reviews) | Small-Business | — | Conversational AI and code generation |
| [Tabnine](https://www.g2.com/products/tabnine/reviews) | 4.1/5 (63 reviews) | Small-Business | — | Code completion and productivity |
| [Gemini](https://www.g2.com/products/google-gemini/reviews) | 4.4/5 (517 reviews) | Small-Business | — | AI-powered assistance and integration |



### Which AI Coding Assistants features should I prioritize when comparing GitHub Copilot and Blackbox?

Buyers should prioritize Ease of Setup, Quality of Support, Ease of Use, Meets Requirements, and integration capabilities when comparing GitHub Copilot and Blackbox.

- **Ease of Setup:** GitHub Copilot 9.2, Blackbox 9.4
- **Quality of Support:** GitHub Copilot 8.5, Blackbox 8.6
- **Ease of Use:** GitHub Copilot 9.2, Blackbox 9.4
- **Meets Requirements:** GitHub Copilot 8.7, Blackbox 9.4
- **Integration capabilities:** GitHub Copilot is frequently cited for integration with GitHub (214+ reviews), Visual Studio (27+), and Visual Studio Code (21+); Blackbox is noted for easy integrations in recent reviews.



### What are the pros and cons of GitHub Copilot vs Blackbox?

GitHub Copilot&#39;s headline strength is its integration with GitHub and Visual Studio Code, while Blackbox is praised for AI advancements and coding assistance.

- **GitHub Copilot strengths:** Integration with GitHub and Visual Studio Code, productivity gains from code suggestions, and support for multiple programming languages.
- **GitHub Copilot trade-offs:** Reviewers cite high subscription cost, recent pricing changes, and occasional inaccurate or generic code suggestions that require manual review.
- **Blackbox strengths:** AI advancements, coding assistance, ease of use, time-saving, versatility, and image generation features (each cited in recent reviews).
- **Blackbox trade-offs:** Reviewers mention slow performance, occasional poor suggestions, and context understanding limitations.



### Is GitHub Copilot or Blackbox better for small businesses?

Blackbox is the better fit for small businesses, as it is rated higher on Ease of Setup, Ease of Use, and Meets Requirements, with positive sentiment from small-business reviewers.

- **GitHub Copilot:** Largest segment not specified; reviewers highlight productivity gains but also mention cost concerns for smaller teams.
- **Blackbox:** Largest segment not specified; reviewers from small businesses and individual developers praise its ease of use and positive impact on productivity.



### Which AI Coding Assistants platform has better integrations?

GitHub Copilot is favored for integrations, with extensive reviewer-cited integration support for major development tools.

- **GitHub Copilot:** Integrates with GitHub (214+ reviews), Visual Studio (27+), and Visual Studio Code (21+), with frequent positive mentions of integration capabilities.
- **Blackbox:** Reviewers mention easy integrations in recent reviews, but no specific third-party tools are cited with publishable counts.



### How do GitHub Copilot and Blackbox compare on customer support?

GitHub Copilot and Blackbox are rated at parity on Quality of Support, with scores of 8.5 and 8.6 respectively, below the materiality threshold for a meaningful difference.

- **GitHub Copilot:** Reviewers describe support as generally responsive, with some noting fast onboarding and helpful documentation, but a few mention inconsistent support experiences.
- **Blackbox:** Reviewers highlight good customer support and timely responses, with several noting satisfaction with the support experience.



### Which is easier to implement, GitHub Copilot or Blackbox?

Blackbox is rated higher for Ease of Setup, with a score of 9.4 compared to GitHub Copilot&#39;s 9.2, but the difference is not material per the Delta Rule.

- **GitHub Copilot:** Reviewers describe setup as quick and straightforward, often completed in a few minutes, with positive experiences integrating into existing workflows.
- **Blackbox:** Reviewers consistently mention easy implementation and onboarding, with several describing it as easy-to-use and quick to get started.



### Which product has better Documentation?

Blackbox is rated higher for Documentation, which is the most frequently mentioned feature across both products&#39; reviews.

- **GitHub Copilot:** Documentation is frequently cited as helpful in reviews, with a Meets Requirements score of 8.7.
- **Blackbox:** Reviewers highlight documentation quality and ease of use, with a Meets Requirements score of 9.4.



| | Blackbox | GitHub Copilot | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 14 | 399 | 

---
## Top Pros & Cons

### Blackbox

Pros:
- AI Advancements (1 reviews)
- Coding Assistance (1 reviews)

Cons:
- Context Understanding (1 reviews)
- Poor Suggestions (1 reviews)

### GitHub Copilot

Pros:
- Ease of Use (149 reviews)
- Coding Assistance (128 reviews)

Cons:
- Poor Coding (39 reviews)
- Poor Suggestions (31 reviews)

---
## Ratings Comparison
| Rating | Blackbox | GitHub Copilot | 
|---|---|---|
  | **Meets Requirements** | 9.4 (13 reviews) | 8.6 (349 reviews) | 
  | **Ease of Use** | 9.4 (13 reviews) | 9.2 (359 reviews) | 
  | **Ease of Setup** | 9.4 (8 reviews) | 9.1 (248 reviews) | 
  | **Ease of Admin** | Not enough data | 8.8 (43 reviews) | 
  | **Quality of Support** | 8.6 (12 reviews) | 8.5 (307 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 9.2 (44 reviews) | 
  | **Product Direction (% positive)** | 10.0 (11 reviews) | 9.6 (323 reviews) | 

---
## Pricing

### Blackbox

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### GitHub Copilot

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Blackbox** | N/A | N/A |
| **GitHub Copilot** | N/A | N/A |

#### Additional Functionality

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag &amp; Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Generative AI

| Product | Score | Reviews |
|---|---|---|
| **Blackbox** | N/A | N/A |
| **GitHub Copilot** | N/A | N/A |

#### Additional Functionality

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 
| **Text to Image** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Virtual Characters and Avatars** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Conditional Generation** | Not enough data | Not enough data | 
| **Transformer Model** | Not enough data | Not enough data | 
| **Automated Image &amp; Video Editing** | Not enough data | Not enough data | 
| **Interactive and Co-Creative Systems** | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | 
| **Data Augmentation** | Not enough data | Not enough data | 
| **Variation Autoencoder Models** | Not enough data | Not enough data | 
| **Adversarial Training** | Not enough data | Not enough data | 
| **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 
| **Creative Design** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Foundation Model** | Not enough data | Not enough data | 

### AI Coding Assistants

| Product | Score | Reviews |
|---|---|---|
| **Blackbox** | N/A | N/A |
| **GitHub Copilot** | 8.6/10 | 214 |

#### Real-Time AI Coding Assistance

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Real-Time AI Coding Assistance** | Not enough data | Not enough data | 

#### Proactive Error Detection

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Proactive Error Detection** | Not enough data | Not enough data | 

#### Workflow Integration of AI

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Workflow Integration of AI** | Not enough data | Not enough data | 

#### Code Generation

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 

#### Intuitive Interface

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Intuitive Interface** | Not enough data | Not enough data | 

#### Knowledge Management

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Knowledge Management** | Not enough data | Not enough data | 

#### Context-Aware Coding Assistance

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Context-Aware Coding Assistance** | Not enough data | 8.3 (5 reviews) | 

#### Code Refactoring

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Code Refactoring** | Not enough data | Not enough data | 

#### Documentation Management

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Documentation Management** | Not enough data | Not enough data | 

#### Code Explanation

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Code Explanation** | Not enough data | Not enough data | 

#### Multi-File Context

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Multi-File Context** | Not enough data | Not enough data | 

#### Functionality - AI Coding Assistants

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Contextual Relevance** | Not enough data | 7.8 (147 reviews) | 
| **Code Optimization** | Not enough data | 8.4 (89 reviews) | 
| **Proactive Error Detection** | Not enough data | 8.5 (83 reviews) | 

#### Usability - AI Coding Assistants

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Collaboration** | Not enough data | 8.6 (51 reviews) | 
| **Integration** | Not enough data | 9.3 (133 reviews) | 
| **Speed** | Not enough data | 9.2 (161 reviews) | 
| **Interface** | Not enough data | 8.9 (96 reviews) | 

### AI Code Generation

| Product | Score | Reviews |
|---|---|---|
| **Blackbox** | 8.3/10 | 13 |
| **GitHub Copilot** | 8.6/10 | 214 |

#### Functionality

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Accuracy** | 8.5 (13 reviews) | 8.4 (192 reviews) | 
| **Input processing** | 8.8 (13 reviews) | 8.6 (166 reviews) | 
| **Interface** | 9.1 (13 reviews) | 8.8 (180 reviews) | 
| **Code quality** | 8.1 (12 reviews) | 8.7 (186 reviews) | 

#### Support

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Community** | 7.6 (12 reviews) | 8.5 (150 reviews) | 
| **Update schedule** | 7.8 (13 reviews) | 8.6 (147 reviews) | 
| **Documentation** | 8.5 (13 reviews) | 8.8 (156 reviews) | 

#### Agentic AI - AI Code Generation

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Cross-system Integration** | Not enough data | 8.6 (30 reviews) | 
| **Adaptive Learning** | Not enough data | 8.5 (27 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.9 (37 reviews) | 
| **Proactive Assistance** | Not enough data | 8.8 (31 reviews) | 
| **Decision Making** | Not enough data | 8.3 (34 reviews) | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Documentation Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Syntax Check** | Not enough data | Not enough data | 
| **Code Explainer** | Not enough data | Not enough data | 
| **Drag &amp; Drop** | Not enough data | Not enough data | 
| **Code Generation** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **AI Coding Assistant** | Not enough data | Not enough data | 
| **Intelligent Code Completion** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Code Refactoring** | Not enough data | Not enough data | 
| **Code Snippet** | Not enough data | Not enough data | 
| **Multiple Programming Languages Supported** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Code Editing** | Not enough data | Not enough data | 
| **Integrated Development Environment** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Task Automation** | Not enough data | Not enough data | 
| **Automated Testing** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Code Testing** | Not enough data | Not enough data | 
| **Collaborative Development** | Not enough data | Not enough data | 
| **Machine Translation** | Not enough data | Not enough data | 
| **Code Conversion** | Not enough data | Not enough data | 
| **Debugging** | Not enough data | Not enough data | 
| **GDPR Compliance** | Not enough data | Not enough data | 
| **Codebase Scanning** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 

### AI AppSec Assistants

| Product | Score | Reviews |
|---|---|---|
| **Blackbox** | N/A | N/A |
| **GitHub Copilot** | N/A | N/A |

#### Performance - AI AppSec Assistants

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Remediation** | Not enough data | Not enough data | 
| **Real-time Vulnerability Detection** | Not enough data | Not enough data | 
| **Accuracy** | Not enough data | Not enough data | 

#### Integration - AI AppSec Assistants

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Stack Integration** | Not enough data | Not enough data | 
| **Workflow Integration** | Not enough data | Not enough data | 
| **Codebase Contextual Awareness** | Not enough data | Not enough data | 

### AI SDK

| Product | Score | Reviews |
|---|---|---|
| **Blackbox** | N/A | N/A |
| **GitHub Copilot** | N/A | N/A |

#### SDK Architecture &amp; Libraries - AI SDK

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Modular SDK Components** | Not enough data | Not enough data | 
| **Cross-Platform SDK Support** | Not enough data | Not enough data | 
| **Client Libraries** | Not enough data | Not enough data | 

#### Model Integration - AI SDK

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Multi-Model Integration** | Not enough data | Not enough data | 
| **Streaming &amp; Real-Time Responses** | Not enough data | Not enough data | 
| **Model API Wrappers** | Not enough data | Not enough data | 

#### Application Development - AI SDK

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **SDK Extensibility** | Not enough data | Not enough data | 
| **AI Workflow Abstractions** | Not enough data | Not enough data | 
| **Agent &amp; Tool Invocation Frameworks** | Not enough data | Not enough data | 

#### Deployment &amp; Operations - AI SDK

| Feature | Blackbox | GitHub Copilot | 
|---|---|---|
| **Logging &amp; Observability** | Not enough data | Not enough data | 
| **Authentication &amp; Access Management** | Not enough data | Not enough data | 
| **Error Handling &amp; Retry Logic** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [AI Code Generation Software](https://www.g2.com/categories/ai-code-generation)


**Unique to GitHub Copilot (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 SDK Software](https://www.g2.com/categories/ai-sdk)


---
## Reviewer Demographics

### By Company Size

| Segment | Blackbox | GitHub Copilot | 
|---|---|---|
| **Small-Business** | 57.1% | 37.1% | 
| **Mid-Market** | 21.4% | 32.3% | 
| **Enterprise** | 21.4% | 30.6% | 

### By Industry

#### Blackbox

- **Computer Software:** 35.7%
- **Information Technology and Services:** 14.3%
- **E-Learning:** 14.3%
- **Retail:** 7.1%
- **Insurance:** 7.1%
- **Human Resources:** 7.1%
- **Electrical/Electronic Manufacturing:** 7.1%
- **Accounting:** 7.1%

#### GitHub Copilot

- **Computer Software:** 38.9%
- **Information Technology and Services:** 20.4%
- **Computer &amp; Network Security:** 4.2%
- **Financial Services:** 3.9%
- **Program Development:** 2.2%
- **Marketing and Advertising:** 2.0%
- **Pharmaceuticals:** 2.0%
- **Banking:** 1.7%
- **Telecommunications:** 1.7%
- **Consulting:** 1.7%
- **Other:** 21.3%

---
## Alternatives

### Alternatives to Blackbox

- [ChatGPT](https://www.g2.com/products/chatgpt/reviews) — 4.6/5 stars (3060 reviews)
- [Gemini](https://www.g2.com/products/google-gemini/reviews) — 4.4/5 stars (621 reviews)
- [Tabnine](https://www.g2.com/products/tabnine/reviews) — 4.2/5 stars (72 reviews)
- [Replit](https://www.g2.com/products/replit/reviews) — 4.4/5 stars (414 reviews)
- [TESS AI](https://www.g2.com/products/tess-ai/reviews) — 4.7/5 stars (494 reviews)
- [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) — 4.6/5 stars (479 reviews)
- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (900 reviews)
- [Cursor](https://www.g2.com/products/cursor/reviews) — 4.6/5 stars (323 reviews)
- [Windsurf](https://www.g2.com/products/exafunction-windsurf/reviews) — 4.3/5 stars (35 reviews)
- [Amazon Q Developer](https://www.g2.com/products/amazon-q-developer/reviews) — 4.6/5 stars (51 reviews)

### Alternatives to GitHub Copilot

- [Tabnine](https://www.g2.com/products/tabnine/reviews) — 4.2/5 stars (72 reviews)
- [Gemini](https://www.g2.com/products/google-gemini/reviews) — 4.4/5 stars (621 reviews)
- [ChatGPT](https://www.g2.com/products/chatgpt/reviews) — 4.6/5 stars (3060 reviews)
- [Replit](https://www.g2.com/products/replit/reviews) — 4.4/5 stars (414 reviews)
- [Ask Codi](https://www.g2.com/products/ask-codi/reviews) — 4.8/5 stars (100 reviews)
- [Cursor](https://www.g2.com/products/cursor/reviews) — 4.6/5 stars (323 reviews)
- [TESS AI](https://www.g2.com/products/tess-ai/reviews) — 4.7/5 stars (494 reviews)
- [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) — 4.6/5 stars (479 reviews)
- [Amp](https://www.g2.com/products/amp-code-amp/reviews) — 4.5/5 stars (92 reviews)
- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (900 reviews)

---
## Top Discussions

### Blackbox

No discussions available for this product.

### GitHub Copilot

- Title: [How do you handle incorrect or irrelevant suggestions in GitHub Copilot?](https://www.g2.com/discussions/how-do-you-handle-incorrect-or-irrelevant-suggestions-in-github-copilot) — 4 comments, 1 upvote
  > **Top comment:** "Use Copilot instructions to keep the prompts and the response sorted, which will help you optimize the token wrt to the relevant suggestions unlikely to be..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/blackbox-blackbox-vs-github-copilot)

