LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Qwen3.8 27B vs Motif 3
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Qwen3.8 27B
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
Motif 3
LOVE
Popular for coding help
COMPLAINT
Outages, errors, or limits get in the way
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Motif 3STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | ||
|---|---|---|
| VIBE SCORE | 7.0 | 6.9 |
| VOICES | 3,431 | 3,048 |
| RANK | #18 of 319 assistants | #21 of 319 assistants |
| OVERALL | #23 of 495 ranked | #29 of 495 ranked |
| CATEGORY | Text | Text |
| OPEN/CLOSED | OPEN WEIGHTS | OPEN WEIGHTS |
| PRICE IN (per 1M) | $0.15 / 1M | N/A |
| PRICE OUT (per 1M) | $1.875 / 1M | N/A |
| THE CROWD LOVES | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Refuses or lectures more than people like | Outages, errors, or limits get in the way |
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Fair fights only: chat and coding models compare with each other.
