Can I use Preferred Networks and Qodo together?

Yes, many teams use both tools together for different purposes. Use the Stack Builder section above to combine Preferred Networks and Qodo with other tools and save your AI toolkit.

Does Preferred Networks or Qodo have a free plan?

Preferred Networks is a paid tool. Qodo is available for free. Always verify current pricing directly with the vendor.

Preferred Networks vs Qodo

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Updated June 2026

Preferred Networks

Preferred Networks, Inc.

Vertically integrated AI technology from chips to applications for a computable world.

0.0(0)

ENTERPRISE

83% data quality

Qodo

Automated, context-aware AI code review for complex codebases.

0.0(0)

FREEMIUM

94% data quality

Trust & Reliability

Preferred Networks

Users:1K-10K

Customers (per vendor):FANUC, ENEOS, TEL Venture Capital, Inc.

Qodo

Users:1M-10M

Overall Winner: Qodo

7.7/10 vs Preferred Networks at 4.5/10

Leads in:

Output Quality

Customizability

Integrations

AI Comparison Summary

Preferred Networks

4.5

avg score

Qodo

7.7

avg score

Qodo leads overall — particularly in Ease of Use and Value for Money and 3 more.

Based on 6 dimensions

How scores are calculated

Overall Winner

Qodo

7.7 / 10

Preferred Networks

Best For

Enterprises seeking custom AI solutions

Companies in manufacturing optimizing operations

Organizations in life sciences accelerating R&D

Financial institutions solving complex data challenges

Not Ideal For

Individual developers or small teams looking for self-service AI tools

Users seeking free or low-cost AI services

Companies needing simple, off-the-shelf AI applications without deep customization

Qodo

Best For

Automating code reviews for large engineering teams

Enforcing coding standards and compliance across distributed systems

Reducing pull request backlogs and accelerating delivery

Improving code quality and reliability in complex codebases

Not Ideal For

Individuals or small teams not focused on code quality or compliance

Users seeking a general-purpose AI code generation tool

Teams that prefer entirely manual code review processes

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Preferred Networks is best for

✍️Writing & Content8.0💬Chat & Conversation8.0🔍Research7.0

Qodo is best for

✍️Writing & Content10.0💬Chat & Conversation10.0🤖Automation & Agents9.0

Filter by your use case:

Pros & Cons

Preferred Networks

Pros

Vertical integration of AI technology from hardware to software
World-class AI engineers and researchers with strong academic ties
Self-operated supercomputers and proprietary AI processors for massive computation
Deep domain knowledge across diverse industries through extensive collaborations
Development of high-performance domestic large language models like PLaMo
Strong track record of joint research and social implementation with leading companies

Cons

Pricing information is not publicly available, requiring direct contact for quotes
Focus on enterprise-level custom solutions may not suit smaller businesses or off-the-shelf needs
Limited public documentation or SDKs for direct developer integration without partnership
No explicit mention of multi-language support beyond Japanese and English website

Qodo

Pros

Outperforms other AI code review tools in precision and recall benchmarks
Provides deep, multi-repository context for comprehensive analysis
Offers flexible deployment options including on-premise and air-gapped for enterprises
Integrates seamlessly with major Git platforms and IDEs
SOC 2 Type II certified for robust security and compliance
Significantly reduces developer hours spent on manual code review

Cons

Free tier has limited monthly PRs and credits per user
Free tier user data is utilized for model enhancement (opt-out available)
Community support is only available for the free tier
Advanced features like SSO and custom deployment are exclusive to enterprise plans
No explicit mention of support for external AI agent frameworks

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Output Quality5

Value for Money5

Customizability5

Support & Ecosystem5

Integration Power5

Dimension Comparison

Preferred Networks

4.5

/ 10

Qodo

7.7

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How easy it is to get started and use daily

Preferred Networks

3.0

Qodo

7.0▲ +4.0

Output Quality

Quality and accuracy of generated results

Preferred Networks

8.0

Qodo

9.0▲ +1.0

Value for Money

Cost vs. features and output quality

Preferred Networks

4.0

Qodo

7.0▲ +3.0

Customizability

Calculated

Ability to tailor to specific needs

Preferred Networks

5.0

Qodo

9.0▲ +4.0

Support & Ecosystem

Documentation, community, and support quality

Preferred Networks

3.0

Qodo

6.0▲ +3.0

Integration Power

Calculated

Ability to connect with other tools and workflows

Preferred Networks

4.0

Qodo

8.0▲ +4.0

Calculated = derived from verified integration count and API/open-source signals. AI = LLM-assessed from public website content. Methodology

Task Performance

Preferred Networks

Task

Qodo

7.0

Code Completion

6.0

7.0

Bug Detection

9.0

8.0

Code Explanation

7.0

Refactoring

8.0

6.0

Test Generation

8.0

3.0

Multi Language Support

9.0

8.0

Context Understanding

10.0

6.0

Documentation Generation

7.0

8.0

Performance Optimization

7.0

5.0

Security Scanning

9.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

Which is better, Preferred Networks or Qodo?

Both are strong options. Preferred Networks has a rating of 0.0/5 (0 reviews), while Qodo has a rating of 0.0/5 (0 reviews). The best choice depends on your specific use case, budget, and workflow requirements.

Is Preferred Networks cheaper than Qodo?

Preferred Networks starts at free (enterprise model). Qodo starts at free (freemium model). Use the Cost Calculator above for a detailed estimate.

What are the main differences between Preferred Networks and Qodo?

Preferred Networks — "Vertically integrated AI technology from chips to applications for a computable world.". Qodo — "Automated, context-aware AI code review for complex codebases.". Key differences include their pricing models, platform support, integrations, and technical capabilities. See the Feature Comparison table above for a complete side-by-side breakdown.

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