Open-model traps · Writing rubrics · May 2026
Mistral is capable at rewriting English but unreliable for stable IELTS Writing evaluation. It invents band labels without fixed TR/CC/LR/GRA weighting, rewards polished surface language over Task Response depth, and re-scores the same essay when you change the prompt. Use Mistral for brainstorming and grammar explanation—not “am I Band 7?” decisions. Pair with rubric-strict tools and blind timed tasks.
See how AI evaluates Listening accuracy and how examiners mark Listening.
| Rule | Effect |
|---|---|
| Spelling | One letter wrong = zero for that item |
| Word limit | Extra words often void the answer |
| Transfer errors | Right on paper, wrong on answer sheet |
| Homophones | See understand but miss answers |
Score Listening on keys—not on how easy the audio felt.
Get Listening Reality Check →