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Structured Data

Toonify MCP Structured Data Benchmarks

This page summarizes the current structured-data benchmark snapshot for Toonify MCP. It exists to show measured results, how to reproduce them, and where they fit in the broader product story.

STRUCTURED DATA SUITE
12 fixtures

JSON-style structured-data benchmark cases covering small, medium, large, nested, multilingual, CSV-like, and API-shaped payloads.

LOCAL VERIFICATION RUN
48.1%

Average savings from the most recent local run performed on April 30, 2026.

OBSERVED RANGE
24.5-66.3%

Minimum to maximum savings observed in that same run.

Reproduction

The benchmark numbers above come from the checked-in Jest benchmark suite below.

NODE_OPTIONS=--experimental-vm-modules npx jest tests/benchmarks/quick-stats.test.ts --runInBand

Current Verified Results

Category Average Notes
Small48.1%2 cases
Medium65.0%2 cases
Large42.6%2 cases
CSV-like24.5%1 case in quick suite
Nested48.2%1 case
Multilingual46.3%English + Chinese cases
API-shaped50.3%2 cases

Related Evidence