Can I use Preferred Networks and Windsurf together?

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

Does Preferred Networks or Windsurf have a free plan?

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

Preferred Networks vs Windsurf

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

Windsurf

Cognition, Inc.

The intuitive AI coding experience for developers in flow.

0.0(0)

FREEMIUM

98% data quality

Trust & Reliability

Preferred Networks

Users:1K-10K

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

Windsurf

Users:1M-10M

Overall Winner: Windsurf

7.5/10 vs Preferred Networks at 4.5/10

Leads in:

Customizability

Integrations

Ease of Use

AI Comparison Summary

Preferred Networks

4.5

avg score

Windsurf

7.5

avg score

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

Based on 6 dimensions

How scores are calculated

Overall Winner

Windsurf

7.5 / 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

Windsurf

Best For

Accelerating software development for engineers

Automating boilerplate and menial coding tasks

Building applications with AI assistance

Improving developer productivity in large codebases

Not Ideal For

Developers who prefer to use only open-source tools

Teams requiring full control over all AI model training data

Users who need web search functionality with strict zero-data retention

* 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

Windsurf is best for

✍️Writing & Content9.0💬Chat & Conversation9.0🤖Automation & Agents7.0

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

Windsurf

Pros

Offers powerful agentic AI (Cascade) for complex tasks
Provides intelligent code completion (Tab) across various IDEs
Supports multiple major AI models (GPT, Claude, Gemini, etc.)
Strong security and compliance with SOC 2 Type II, FedRAMP High, HIPAA
Flexible deployment options including Cloud, Hybrid, and Self-hosted
Includes zero-data retention policies for enterprise customers
Integrates with JetBrains IDEs and offers its own editor
Free tier available with unlimited Tab completions

Cons

Self-hosted tier does not support all cutting-edge products like Windsurf Editor or Cascade
Web search tool (Bing API) does not have zero data retention agreement
Turbo Mode auto-run commands are unavailable for Teams/Enterprise users by default
Some advanced features like remote indexing require data retention opt-in for Cloud deployments
The 'Windsurf Browser' feature was deprecated

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

Windsurf

7.5

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How easy it is to get started and use daily

Preferred Networks

3.0

Windsurf

7.0▲ +4.0

Output Quality

Quality and accuracy of generated results

Preferred Networks

8.0

Windsurf

8.0

Value for Money

Cost vs. features and output quality

Preferred Networks

4.0

Windsurf

7.0▲ +3.0

Customizability

Calculated

Ability to tailor to specific needs

Preferred Networks

5.0

Windsurf

9.0▲ +4.0

Support & Ecosystem

Documentation, community, and support quality

Preferred Networks

3.0

Windsurf

6.0▲ +3.0

Integration Power

Calculated

Ability to connect with other tools and workflows

Preferred Networks

4.0

Windsurf

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

Windsurf

7.0

Code Completion

9.0

7.0

Bug Detection

7.0

8.0

Code Explanation

7.0

Refactoring

6.0

Test Generation

5.0

3.0

Multi Language Support

7.0

8.0

Context Understanding

9.0

6.0

Documentation Generation

7.0

8.0

Performance Optimization

6.0

5.0

Security Scanning

7.0

* 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 Windsurf?

Both are strong options. Preferred Networks has a rating of 0.0/5 (0 reviews), while Windsurf 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 Windsurf?

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

What are the main differences between Preferred Networks and Windsurf?

Preferred Networks — "Vertically integrated AI technology from chips to applications for a computable world.". Windsurf — "The intuitive AI coding experience for developers in flow.". 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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