DeepSeek vs Qwen
Independent side-by-side comparison — trust scores, security compliance, legal risk, and community signals.
DeepSeek
2026-W14
25/100
AVOID
VS
Qwen
2026-W14
32/100
EXTENDEDEVALUATION
★ WINNER
Trust & Risk Scores
| Category | DeepSeek | Qwen | |
|---|---|---|---|
| Trust Score | 25/100 | 32/100 | ▶ |
| Security Score | 20/100 | 25/100 | ▶ |
| Legal Risk Score | 90/100 | 85/100 | ▶ |
| Financial Stability | 40/100 | 35/100 | ◀ |
| Integration Score | 10/100 | 20/100 | ▶ |
Compliance & Security
| Certification / Feature | DeepSeek | Qwen | |
|---|---|---|---|
| SOC 2 | ❌ | ❌ | |
| ISO 27001 | ❌ | ❌ | |
| GDPR | ⚠️ | ❌ | ◀ |
| HIPAA | ❌ | ❌ | |
| SSO | ❌ | ❌ | |
| IP Indemnification | ⚠️ | ❌ | ◀ |
Community Signals
| Signal | DeepSeek | Qwen | |
|---|---|---|---|
| Positive Mentions | 57 | 81 | ▶ |
| Negative Mentions | 39 | 24 | ▶ |
Pros & Cons
DeepSeek
✅ Pros
- API kullanımı için düşük maliyet
- Açık ağırlıklı modeller, yerel barındırma için esneklik sunar
❌ Cons
- Kabul edilemez jeopolitik ve uyumluluk riskleri (Huawei ortaklığı)
- Müşteri verilerinin model eğitimi için kullanılmasına ilişkin kritik veri gizliliği ihlali
- Kanıtlanmış operasyonel istikrarsızlık ve büyük hizmet kesintileri
- SOC 2, ISO 27001 gibi temel kurumsal sertifikaların eksikliği
- Zayıf güvenlik duruşu ve etik hizalama sorunları
- Şeffaf olmayan yasal şartlar ve IP tazminatı eksikliği
Qwen
✅ Pros
- Market-leading price-performance ratio, with many models available for free.
- Strong capabilities in coding and multilingual tasks, competitive with top-tier models.
- Permissive Apache 2.0 license for open-source models allows for commercial use.
- Large and active developer community, indicating a healthy open-source ecosystem.
❌ Cons
- Critical vendor instability due to the recent departure of the project's core leadership.
- Severe geopolitical and compliance risk from reported state-aligned ideological bias.
- Complete lack of enterprise security certifications (SOC 2, ISO 27001).
- Ambiguous data privacy policies for API usage, creating unacceptable risk for corporate data.
- Reported incompatibility with specific enterprise hardware stacks.
Segment Fit
| Segment | DeepSeek | Qwen |
|---|---|---|
| Startup (1–50) | Caution | Caution |
| Midmarket (50–500) | Caution | Caution |
| Enterprise (500+) | Caution | Caution |
📋 Our Assessment
Qwen leads this comparison with a trust score of 32/100 vs 25/100.
For security-conscious teams, Qwen has the stronger compliance posture (25/100 vs 20/100).
Read full reports: DeepSeek Report → | Qwen Report →