FreshContextA context lab · Fife
Drawing
02 · Benchmarks
Sheet
2 of 3
Rev
A · 2026-10-01

Working drawing 02 · The workings← Benchmarks

The workings.

How the numbers on this site are made, and every record behind them. Read the methodology first if you want to know why a number can be trusted.

Suites
17
Run log entries
682
Experiments
10

Measurements taken on an Apple M1 Max with 64 GB of unified memory.
Every number here comes from a locked dataset with a recorded grader. Where a measurement is not valid, it is marked rather than removed.

RecordsWhat each one is
  • Methodology

    The rules: tests that never change once locked, graders that must pass their own checks before they score anything, and what gets a run flagged.

  • Suites

    The 17 tests. Each asks a model one question, with how it’s graded and its known weak spots.

  • Run log

    Every run, 682 of them, flagged ones included, with the ids that show which test, data and settings produced it.

  • Experiments

    10 questions put to the hardware rather than the models: memory, speed, and the software that runs them.

  • Cloud

    The same tests run on 3 models in Ollama’s cloud, for comparison, with the caveats.

  • Data

    Every record behind these pages, to download as JSON. Free to reuse with credit (CC BY 4.0).