Qwen 4 Max (Leaked Staging) vs TypeSafe AI Jev
A direct, empirical evaluation of Qwen 4 Max (Leaked Staging) (Alibaba Cloud) against TypeSafe AI Jev (TypeSafe AI (Diogo Almeida)).
Qwen 4 Max (Leaked Staging)
Developed by Alibaba Cloud · 1.2 Trillion (Sparse MoE) parameters
Repository-scale software engineering outscoring GPT-6 Sol, multilingual enterprise agents across 120 languages, and low-cost 1M-token processing.
TypeSafe AI Jev
Developed by TypeSafe AI (Diogo Almeida) · Non-Autoregressive System 1 Transformer parameters
Sub-15ms operational tasks, 100% schema-valid JSON extraction, deterministic tool dispatch, and high-throughput agent routing.
| Metric | Qwen 4 Max (Leaked Staging) | TypeSafe AI Jev |
|---|---|---|
| SWE-bench Verified | 78.6% | 68.4% |
| MMLU-Pro | 91.4% | 84.6% |
| MATH-500 | 95.6% | 91.2% |
| Context Window | 1,000,000 tokens | 32,000 tokens |
| Input Pricing (per 1M) | $1.20 | $0.06 |
| Output Pricing (per 1M) | $4.80 | $0.12 |