ANALYSIS · EDITORIAL CLASSIFICATION · NOT A BENCHMARK
DO I NEED THE BIG MODEL FOR…
Propose data-cleaning rules
Routed-model jobMAYBE — EARN THE UPGRADE
“The rules are easy; understanding what must not be changed is harder.”
WHY THIS VERDICTSTART WITH
START WITH
THE WORK.
- 01
The work is constrained enough to evaluate cheaply.
- 02
Context handling matters more than maximum model size.
- 03
Most failures can be detected before they become expensive.
RECOMMENDED SETUPMid-tier first; route low-confidence cases upward
NON-NEGOTIABLE
Profile the data first and preserve a reversible audit trail.
REASONING3/5
AMBIGUITY3/5
ERROR COST3/5
CONTEXT4/5