GPT-5.4-Cyber (OpenAI) vs Qwen (Alibaba)
Which one should you pick? Here's the full breakdown.
GPT-5.4-Cyber (OpenAI)
OpenAI's defensive-cybersecurity variant of GPT-5.4, launched 2026-04-16. Lowered refusal boundary for security-research tasks and native binary reverse-engineering. Access gated via Trusted Access for Cyber (TAC) program -- thousands of verified defenders, hundreds of teams, no public pricing
Qwen (Alibaba)
Alibaba's open-weights + API family -- Qwen 3.6-Plus (Mar 30 2026, 1M context + always-on CoT + agentic tool-use), Qwen3.5 Small (2B runs on iPhone, 9B matches 120B-class models), plus Qwen3.5-Omni native multimodal. Apache 2.0 on the open sizes
| Category | GPT-5.4-Cyber (OpenAI) | Qwen (Alibaba) |
|---|---|---|
| Ease of Use | 5.0 | 7.0 |
| Output Quality | 8.5 | 9.0 |
| Value | 7.0 | 10.0 |
| Features | 8.0 | 9.0 |
| Overall | 7.2 | 8.8 |
Pricing Comparison
| Feature | GPT-5.4-Cyber (OpenAI) | Qwen (Alibaba) |
|---|---|---|
| Free Tier | No | Yes |
| Starting Price | Not publicly disclosed | $0 |
Benchmark Head-to-Head
Qwen3.5-397B MoE benchmarks — GPT-5.4-Cyber (OpenAI) has no published benchmarks
| Benchmark | Description | Score |
|---|---|---|
| MMLU-Pro | Harder multi-subject reasoning | 83.5% |
| GPQA Diamond | Graduate-level science questions | 78.2% |
| AIME 2025 | 87% | |
| HumanEval | Python code generation | 92.5% |
| SWE-Bench Verified | 69.4% |
Which Should You Pick?
Pick GPT-5.4-Cyber (OpenAI) if...
Enterprise SOC teams, established security research orgs, and vetted individual defenders who can qualify for Trusted Access for Cyber. Strongest fit if your work involves binary analysis, vulnerability research, or defensive-security tooling where standard GPT-5.4 refusals actually block the work.
Visit GPT-5.4-Cyber (OpenAI)Pick Qwen (Alibaba) if...
- ✓Easier to use (7 vs 5)
- ✓Better value for money (10/10)
- ✓More features (9 vs 8)
- ✓Has a free tier
Developers who want frontier-tier open weights with Apache 2.0 licensing. Qwen3-Coder-Next is arguably the best local coding model; Qwen3.5-397B is a top-3 open generalist.
Visit Qwen (Alibaba)Our Verdict
Qwen (Alibaba) is the clear winner here with 8.8/10 vs 7.2/10. GPT-5.4-Cyber (OpenAI) isn't bad, but Qwen (Alibaba) outperforms it across the board. Pick GPT-5.4-Cyber (OpenAI) only if enterprise soc teams, established security research orgs, and vetted individual defenders who can qualify for trusted access for cyber.