Aleph Alpha Kolibri vs Qwen 4 Max (Leaked Staging)

A direct, empirical evaluation of Aleph Alpha Kolibri (Aleph Alpha) against Qwen 4 Max (Leaked Staging) (Alibaba Cloud).

Aleph Alpha Kolibri

Developed by Aleph Alpha · 78.2 Billion Total Parameters (32 routed experts + 2 shared experts) parameters

EU AI Act and GDPR compliant enterprise deployments, European legal and technical translation, 1M context long-document analysis, and 3.46B parameter active inference efficiency.

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.

Metric Aleph Alpha Kolibri Qwen 4 Max (Leaked Staging)
SWE-bench Verified 62.8% 78.6%
MMLU-Pro 86.4% 91.4%
MATH-500 92.4% 95.6%
Context Window 1,048,576 tokens (1M) 1,000,000 tokens
Input Pricing (per 1M) $0.18 $1.20
Output Pricing (per 1M) $0.55 $4.80