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SIMPLICIO / Benchmarks & updates

Less repetition. Measured results.

01 · CASE ·

Pasblinn: measured OpenCode cost with Qwen

On real OpenRouter billing for a 3-regime OpenCode round, Simplicio cut mean cost 91.6% in the medium regime and 80.2% in the large regime. The small regime was 13.2% more expensive, without significance.

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Medium-regime cost−91.6% −91.6%−80.2%+13.2%Simplicio × qwen/qwen3.7-flash

02 · BENCHMARK ·

A smaller edit. A measurable difference.

In a two-stage HTML CRUD workflow, Simplicio reduced editing cost by 96.62%. Across creation and editing, total tokens fell 61.51% and cost fell 55.66%.

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Editing cost−96.62% Simplicio × DeepSeek V4 Flash