Resources / Benchmarks

Benchmarks for sovereign AI behavior.

SCX Labs benchmarks focus on behavior that generic leaderboards miss: local context, operational reliability, energy efficiency, and deployment constraints.

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Australia 1k

An evaluation set for assessing alignment with Australian cultural norms, language, history, institutions, and media. Used to benchmark SCX MAGPiE.

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ACE adaptation suite

Held-out tests for support, finance, voice, and policy workflows where playbook adaptation should improve deterministic behavior.

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Inference efficiency suite

Per-token cost, energy, latency, and throughput metrics for production sovereign AI deployments.