Editorial4 May 2026
Why we need independent AI benchmarks
Editorial pieces on AI model behaviour, benchmark insights, and methodology notes from the Tokonomix Editorial Team.
Coming Q3 2026 →Blog
Insights on AI performance
How models actually behave, not what the marketing says.
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15 Jun 2026
What 23,000 Benchmark Runs Across 220 Models Taught Us About the AI Frontier
We ran 23,000+ benchmark runs across 203 models in six weeks. What the data shows about the compressed AI frontier: cost-efficient models, speed as its own axis, and near-frontier EU-hosted options.
Read →10 Jun 2026
Anthropic ships Claude Fable 5 — and it just topped our vision-QC pilot
Claude Fable 5 — vision-and-reasoning with a 1M-context variant — is live in the Tokonomix catalogue. It was the steadiest vision model in our QC pilot; here are today’s baseline numbers.
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