# Jellyfish vs SonarQube Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Jellyfish excels in providing an intuitive user interface, making it easy for teams to navigate and utilize its features. Users appreciate the detailed metrics and the ability to filter data by date or sprint, which enhances their retrospective analysis.
- **Users say** SonarQube stands out for its actionable insights, particularly in identifying code quality issues directly within pull requests. Reviewers highlight the effectiveness of its dashboards and quality gates, which help maintain code health across projects.
- **According to verified reviews** , Jellyfish offers robust integration capabilities, allowing users to combine data from platforms like Jira and GitHub seamlessly. This centralization of metrics is praised for providing a comprehensive view of team performance and comparisons with other teams.
- **Reviewers mention** that while SonarQube is effective in improving code quality and security, some users find it challenging to configure for their specific workflows. This can lead to a steeper learning curve for teams that require tailored setups.
- **G2 reviewers highlight** Jellyfish's strong support quality, with users noting that the assistance provided is responsive and helpful. This contributes to a more positive overall experience, especially for teams needing guidance during implementation.
- **Users report** that SonarQube's performance is commendable, with many appreciating its low resource usage during scans. This efficiency allows teams to integrate it smoothly into their CI/CD pipelines without significant overhead, making it a practical choice for maintaining code quality.



| | Jellyfish | SonarQube | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 431 | 153 | 
| **Largest Market Segment** | Mid-Market (68.9% of reviews) | Enterprise (43.0% of reviews) | 
| **Entry Level Price** | No pricing available | Free | 

---
## Top Pros & Cons

### Jellyfish

Pros:
- Metrics (66 reviews)
- Team Collaboration (62 reviews)

Cons:
- Metrics Issues (35 reviews)
- Data Management (20 reviews)

### SonarQube

Pros:
- Code Quality (24 reviews)
- Features (20 reviews)

Cons:
- Software Bugs (12 reviews)
- Complex Configuration (10 reviews)

---
## Ratings Comparison
| Rating | Jellyfish | SonarQube | 
|---|---|---|
  | **Meets Requirements** | 8.6 (347 reviews) | 8.8 (130 reviews) | 
  | **Ease of Use** | 8.3 (365 reviews) | 8.5 (133 reviews) | 
  | **Ease of Setup** | 8.1 (230 reviews) | 8.1 (92 reviews) | 
  | **Ease of Admin** | 8.3 (108 reviews) | 8.5 (69 reviews) | 
  | **Quality of Support** | 9.2 (278 reviews) | 8.2 (109 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.6 (108 reviews) | 8.3 (62 reviews) | 
  | **Product Direction (% positive)** | 9.3 (346 reviews) | 8.7 (124 reviews) | 

---
## Pricing

### Jellyfish

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### SonarQube

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: For developers wanting to try SonarQube.


Key Features:
- Scan of private projects limited to 50k lines of code
- Users limited to max. 5
- Architecture management

[Browse all 3 editions](https://www.g2.com/products/sonarqube/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | 7.3/10 | 35 |

#### Administration

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.2 (24 reviews) | 
| **Extensibility** | Not enough data | 6.0 (20 reviews) | 

#### Analysis

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Reporting and Analytics** | Not enough data | 7.5 (25 reviews) | 
| **Issue Tracking** | Not enough data | 8.1 (24 reviews) | 
| **Static Code Analysis** | Not enough data | 9.2 (30 reviews) | 
| **Code Analysis** | Not enough data | 9.1 (30 reviews) | 

#### Testing

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Command-Line Tools** | Not enough data | 6.6 (18 reviews) | 
| **Manual Testing** | Not enough data | 6.0 (20 reviews) | 
| **Test Automation** | Not enough data | 6.4 (23 reviews) | 
| **Compliance Testing** | Not enough data | 6.9 (18 reviews) | 
| **Black-Box Scanning** | Not enough data | 6.8 (17 reviews) | 
| **Detection Rate** | Not enough data | 8.2 (21 reviews) | 
| **False Positives** | Not enough data | 6.9 (26 reviews) | 

#### Agentic AI - Static Application Security Testing (SAST)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.0 (5 reviews) | 

### Software Development Analytics Tools

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | 8.3/10 | 317 |
| **SonarQube** | 8.0/10 | 37 |

#### Functionality

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Repository Integration** | 8.6 (288 reviews) | 8.1 (32 reviews) | 
| **Analytics and Trends** | 8.9 (313 reviews) | 8.5 (31 reviews) | 
| **Productivity Updates** | 8.5 (309 reviews) | 8.2 (30 reviews) | 

#### Management

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Historical Data Consolidation** | 8.5 (298 reviews) | Feature Not Available | 
| **Data Context** | 8.3 (300 reviews) | 7.5 (26 reviews) | 
| **Testing Integration** | 7.0 (261 reviews) | 7.9 (30 reviews) | 

### Bug Tracking

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | 8.2/10 | 13 |

#### Bug Reporting

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **User Reports & Feedback** | Not enough data | 7.7 (10 reviews) | 
| **Tester Reports & Feedback** | Not enough data | 8.0 (10 reviews) | 
| **Team Reports & Comments** | Not enough data | 8.3 (10 reviews) | 

#### Bug Monitoring

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Analytics** | Not enough data | 8.0 (11 reviews) | 
| **Bug History** | Not enough data | 8.3 (12 reviews) | 
| **Data Retention** | Not enough data | 8.6 (11 reviews) | 

#### Agentic AI - Bug Tracking

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | N/A | N/A |

#### Functionality - Software Composition Analysis 

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Language Support** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **Transparency** | Not enough data | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Remediation Suggestions** | Not enough data | Not enough data | 
| **Continuous Monitoring** | Not enough data | Not enough data | 
| **Thorough Detection** | Not enough data | Not enough data | 

### Secure Code Review

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | 7.6/10 | 50 |

#### Documentation

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Feedback** | Not enough data | 8.0 (44 reviews) | 
| **Prioritization** | Not enough data | 7.7 (38 reviews) | 
| **Remediation Suggestions** | Not enough data | 8.3 (41 reviews) | 

#### Security

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **False Positives** | Not enough data | 6.7 (39 reviews) | 
| **Custom Compliance** | Not enough data | 7.1 (35 reviews) | 
| **Agility** | Not enough data | 8.0 (39 reviews) | 

### Application Security Posture Management (ASPM)

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | 8.5/10 | 7 |

#### Risk management - Application Security Posture Management (ASPM)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Vulnerability Management** | Not enough data | 9.3 (5 reviews) | 
| **Risk Assessment and Prioritization** | Not enough data | Feature Not Available | 
| **Compliance Management** | Not enough data | 9.0 (5 reviews) | 
| **Policy Enforcement** | Not enough data | 8.9 (6 reviews) | 

#### Integration and efficiency - Application Security Posture Management (ASPM)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Integration with Development Tools** | Not enough data | 7.8 (6 reviews) | 
| **Automation and Efficiency** | Not enough data | Feature Not Available | 

#### Reporting and Analytics - Application Security Posture Management (ASPM)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Trend Analysis** | Not enough data | 7.8 (6 reviews) | 
| **Risk Scoring** | Not enough data | Not enough data | 
| **Customizable Dashboards** | Not enough data | 8.3 (5 reviews) | 

#### Agentic AI  - Application Security Posture Management (ASPM)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 

### Software Bill of Materials (SBOM)

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | N/A | N/A |

#### Functionality - Software Bill of Materials (SBOM)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Format Support** | Not enough data | Not enough data | 
| **Annotations** | Not enough data | Not enough data | 
| **Attestation** | Not enough data | Not enough data | 

#### Management - Software Bill of Materials (SBOM)

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Monitoring** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **User Provisioning** | Not enough data | Not enough data | 

### AI Governance Tools

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | N/A | N/A |

#### AI Compliance

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Regulatory Reporting** | Not enough data | Not enough data | 
| **Automated Compliance** | Not enough data | Not enough data | 
| **Audit Trails** | Not enough data | Feature Not Available | 

#### Risk Management & Monitoring

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **AI Risk Management** | Not enough data | Feature Not Available | 
| **Real-time Monitoring** | Not enough data | Not enough data | 

#### AI Lifecycle Management

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Lifecycle Automation** | Not enough data | Feature Not Available | 

#### Access Control and Security

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Pole-based Access Control (RBAC)** | Not enough data | Not enough data | 

#### Collaboration and Communication 

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Model Sharing and Reuse** | Not enough data | Feature Not Available | 

#### Agentic AI - AI Governance Tools

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Feature Not Available | 
| **Decision Making** | Not enough data | Not enough data | 

### Static Code Analysis

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | 6.2/10 | 10 |

#### Agentic AI - Static Code Analysis

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Adaptive Learning** | Not enough data | 6.5 (10 reviews) | 
| **Natural Language Interaction** | Not enough data | 5.2 (8 reviews) | 
| **Proactive Assistance** | Not enough data | 6.9 (9 reviews) | 

### AI AppSec Assistants

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | N/A | N/A |

#### Performance - AI AppSec Assistants

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **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 | Jellyfish | SonarQube | 
|---|---|---|
| **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 | 

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | N/A | N/A |
| **SonarQube** | N/A | N/A |

#### Cloud Visibility

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Data Security** | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | 

#### Identity

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **SSO** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | 

### Value Stream Management

| Product | Score | Reviews |
|---|---|---|
| **Jellyfish** | 8.3/10 | 86 |
| **SonarQube** | N/A | N/A |

#### Value Analysis

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Metric Relevance** | 9.0 (85 reviews) | Not enough data | 
| **Insight** | 8.6 (83 reviews) | Not enough data | 
| **Impact Predictions** | 8.4 (78 reviews) | Not enough data | 
| **Report Generation** | 8.2 (79 reviews) | Not enough data | 

#### Value Management

| Feature | Jellyfish | SonarQube | 
|---|---|---|
| **Planning Tools** | 8.0 (78 reviews) | Not enough data | 
| **Communication Tools** | 7.4 (73 reviews) | Not enough data | 
| **Control** | 8.4 (76 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools)

**Unique to Jellyfish (1):** [Value Stream Management Software](https://www.g2.com/categories/value-stream-management)

**Unique to SonarQube (9):** [Application Security Posture Management (ASPM) Software](https://www.g2.com/categories/application-security-posture-management-aspm), [Secure Code Review Software](https://www.g2.com/categories/secure-code-review), [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast), [Static Code Analysis Tools](https://www.g2.com/categories/static-code-analysis), [Bug Tracking Software](https://www.g2.com/categories/bug-tracking), [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [Software Bill of Materials (SBOM) Software](https://www.g2.com/categories/software-bill-of-materials-sbom), [AI AppSec Assistants](https://www.g2.com/categories/ai-appsec-assistants), [ AI Governance Tools](https://www.g2.com/categories/ai-governance-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Jellyfish | SonarQube | 
|---|---|---|
| **Small-Business** | 3.9% | 16.8% | 
| **Mid-Market** | 68.9% | 40.3% | 
| **Enterprise** | 27.3% | 43.0% | 

### By Industry

#### Jellyfish

- **Computer Software:** 41.8%
- **Information Technology and Services:** 14.2%
- **Financial Services:** 8.3%
- **Marketing and Advertising:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Logistics and Supply Chain:** 2.3%
- **Gambling & Casinos:** 2.3%
- **Internet:** 1.8%
- **Health, Wellness and Fitness:** 1.8%
- **Real Estate:** 1.5%
- **Other:** 21.3%

#### SonarQube

- **Information Technology and Services:** 26.7%
- **Computer Software:** 21.9%
- **Financial Services:** 7.5%
- **Computer & Network Security:** 3.4%
- **Banking:** 3.4%
- **Hospital & Health Care:** 2.7%
- **Automotive:** 2.7%
- **Logistics and Supply Chain:** 2.1%
- **Medical Devices:** 2.1%
- **Aviation & Aerospace:** 2.1%
- **Other:** 25.3%

---
## Alternatives

### Alternatives to Jellyfish

- [Swarmia](https://www.g2.com/products/swarmia/reviews) — 4.4/5 stars (301 reviews)
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### Alternatives to SonarQube

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- [Aikido Security](https://www.g2.com/products/aikido-security/reviews) — 4.6/5 stars (145 reviews)
- [Checkmarx](https://www.g2.com/products/checkmarx/reviews) — 4.2/5 stars (47 reviews)
- [Kiuwan Code Security & Insights](https://www.g2.com/products/kiuwan-code-security-insights/reviews) — 4.5/5 stars (34 reviews)
- [Embold](https://www.g2.com/products/embold/reviews) — 4.7/5 stars (18 reviews)

---
## Top Discussions

### Jellyfish

No discussions available for this product.

### SonarQube

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/jellyfish-2025-10-22-vs-sonarqube)