Aleph Alpha Kolibri vs Muse Spark 1.3 (xhigh)

A direct, empirical evaluation of Aleph Alpha Kolibri (Aleph Alpha) against Muse Spark 1.3 (xhigh) (Meta AI).

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.

Muse Spark 1.3 (xhigh)

Developed by Meta AI · Proprietary Multimodal parameters

Autonomous codebase refactoring, terminal execution, million-token long context retrieval, and agentic workflows.

Metric Aleph Alpha Kolibri Muse Spark 1.3 (xhigh)
SWE-bench Verified 62.8% 75.4%
MMLU-Pro 86.4% 88.4%
MATH-500 92.4% 94.8%
Context Window 1,048,576 tokens (1M) 1,000,000 tokens
Input Pricing (per 1M) $0.18 $1.25
Output Pricing (per 1M) $0.55 $5.00