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

Model · measured only← Models

gemma4-12b-midrange

5 recorded runs. This model has no written entry yet.

Scored runs
5
Run log entries
5
RecordIdentifier

gemma4-12b-midrange

Every result below is as recorded. Without a written entry there is no stated reason for the test and no verdict.

Recorded runs5 scored · 95% intervals
SuiteScore95% interval PassedRuntime · profileRecorded
nullschema87.5%77.9–93.3Passed 63/72llama.cppextraction2026-09-10
synthesis83.3%72.0–90.7Passed 50/60llama.cppextraction2026-09-10
toolcall55.0%42.5–66.9Passed 33/60llama.cppextraction2026-09-10
toolscale95.0%83.5–98.6Passed 38/40llama.cppextraction2026-09-10
worldview97.5%87.1–99.6Passed 39/40llama.cppextraction2026-09-10

Runs marked unenforced were measured through mlx_lm on a suite that requires constrained decoding. mlx_lm accepts the schema and ignores it, so those numbers do not measure what the suite is designed to measure. They are kept and labelled rather than deleted.

Every run log entry for this model (5)
FinishedSuiteRuntime · profileScoreCoverageGrader · dataset · config
synthesissynthesis/2not recordedextraction83.3%Coverage 60/60g 4156dd3c13361e8bd 267d1954e225c5b6c 480148dc413153dc
nullschemanullschema/1not recordedextraction87.5%Coverage 72/72g d7448e0f5fc3f9afd 3b91280bb40372efc c10333ca24baf0ea
worldviewworldview/2not recordedextraction97.5%Coverage 40/40g 9acfba1b704feb28d e97835de9e6fc227c 4bbaa37911174c88
toolscaletoolscale/1not recordedextraction95.0%Coverage 40/40g a2bc3751abfa28e0d b24abb108c409178c bf8723aa88c0d4b7
toolcalltoolcall/1not recordedextraction55.0%Coverage 60/60g 804e8fc9457649d8d 10af88c170513155c 57bdac944281e060