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DeepSeek vs Windsurf (ex Codium)

Neutral, data‑driven comparison table for code assistance.

Comparing 2 AI tools.

DeepSeek iconDeepSeek
Upvotes:
703
Avg. Rating:
5.0
Slogan:
Revolutionizing AI with open, advanced language models and enterprise solutions.
Category:
Conversational AI
Code Assistance
Data Analytics
Productivity & Collaboration
Scientific Research
Writing & Translation
Search & Discovery
Pricing Model:
Pay-per-Use
Contact for Pricing
Platforms:
Web App
API
Target Audience:
Software Developers, Scientists, Business Executives, Content Creators, AI Enthusiasts, Students, Product Managers, Entrepreneurs
Website:
Visit Site
DetailsVisit
Windsurf (ex Codium) iconWindsurf (ex Codium)
Upvotes:
473
Avg. Rating:
4.7
Slogan:
The world’s most advanced AI code editor
Category:
Code Assistance
Pricing Model:
Freemium
Enterprise
Contact for Pricing
Platforms:
Web App
CLI Tool
API
Target Audience:
Software Developers, Product Managers, Entrepreneurs, Students
Website:
Visit Site
DetailsVisit

Why this comparison matters

Objective, side‑by‑side comparison of DeepSeek and Windsurf (ex Codium) to help you choose the best code assistance fit.

Core features and quality
Pricing and total cost
Integrations and platform support
Privacy, security, compliance

Top Code Assistance tools

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FAQ

Is DeepSeek better than Windsurf (ex Codium) for Code Assistance?

There isn’t a universal winner—decide by fit. Check: (1) Workflow/UI alignment; (2) Total cost at your usage (seats, limits, add‑ons); (3) Integration coverage and API quality; (4) Data handling and compliance. Use the table above to align these with your priorities.

What are alternatives to DeepSeek and Windsurf (ex Codium)?

Explore adjacent options in the Code Assistance category. Shortlist by feature depth, integration maturity, transparent pricing, migration ease (export/API), security posture (e.g., SOC 2/ISO 27001), and roadmap velocity. Prefer tools proven in production in stacks similar to yours and with clear SLAs/support.

What should I look for in Code Assistance tools?

Checklist: (1) Must‑have vs nice‑to‑have features; (2) Cost at your scale (limits, overages, seats); (3) Integrations and API quality; (4) Privacy & compliance (GDPR/DSA, retention, residency); (5) Reliability/performance (SLA, throughput, rate limits); (6) Admin, audit, SSO; (7) Support and roadmap. Validate with a fast pilot on your real workloads.

How should I compare pricing for DeepSeek vs Windsurf (ex Codium)?

Normalize to your usage. Model seats, limits, overages, add‑ons, and support. Include hidden costs: implementation, training, migration, and potential lock‑in. Prefer transparent metering if predictability matters.

What due diligence is essential before choosing a Code Assistance tool?

Run a structured pilot: (1) Replicate a real workflow; (2) Measure quality and latency; (3) Verify integrations, API limits, error handling; (4) Review security, PII handling, compliance, and data residency; (5) Confirm SLA, support response, and roadmap.