Open models just started competing on slope instead of peak. google's gemma 4 line, refreshed sept…
open models just started competing on slope instead of peak. google's gemma 4 line, refreshed sept 16, is pitched on intelligence-per-parameter with 12b and 26b sizes plus edge variants, so the open-model race is now about output per watt and per dollar.
the ceiling stopped mattering, the efficiency curve became the spec.
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