DeepSeek-V3 vs Aleph Alpha Kolibri

A direct, empirical evaluation of DeepSeek-V3 (DeepSeek-AI) against Aleph Alpha Kolibri (Aleph Alpha).

DeepSeek-V3

Developed by DeepSeek-AI · 671B parameters

Cost-effective high-throughput general reasoning and bilingual generation.

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 DeepSeek-V3 Aleph Alpha Kolibri
SWE-bench Verified 49.2% 62.8%
MMLU-Pro 75.9% 86.4%
MATH-500 90.2% 92.4%
Context Window 128,000 tokens 1,048,576 tokens (1M)
Input Pricing (per 1M) $0.14 $0.18
Output Pricing (per 1M) $0.28 $0.55