Gemini 4 Pro (Leaked Benchmark) vs Aleph Alpha Kolibri

A direct, empirical evaluation of Gemini 4 Pro (Leaked Benchmark) (Google DeepMind) against Aleph Alpha Kolibri (Aleph Alpha).

Gemini 4 Pro (Leaked Benchmark)

Developed by Google DeepMind · Proprietary Omni-Modal Unified Diffusion Transformer parameters

Repository-scale 2M-token refactoring (88.7% DeepSWE v1.1), headless shell execution (95.3% Terminal-Bench 2.1), and multimodal desktop agent autonomy (86.8% OSWorld 2.0).

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.

Metric Gemini 4 Pro (Leaked Benchmark) Aleph Alpha Kolibri
SWE-bench Verified 88.7% 62.8%
MMLU-Pro 93.8% 86.4%
MATH-500 97.8% 92.4%
Context Window 2,000,000 tokens 1,048,576 tokens (1M)
Input Pricing (per 1M) $2.25 $0.18
Output Pricing (per 1M) $11.25 $0.55