LOADING COMPARISON
LOADING COMPARISON
HEAD TO HEAD
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
Qwen3.8 27B
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
Muse Wonder
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
Qwen3.8 Flash
LOVE
Answers come back fast
COMPLAINT
Outages, errors, or limits get in the way
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 7.6 | 5.3 | 7.4 |
| VOICES | 19,941 | 3,699 | 7,463 |
| RANK | #2 of 344 assistants | #266 of 344 assistants | #6 of 344 assistants |
| OVERALL | #2 of 536 ranked | #415 of 536 ranked | #7 of 536 ranked |
| CATEGORY | Multimodal | Multimodal | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | $0.04 / 1M | $4.00 / 1M | $0.15 / 1M |
| PRICE OUT (per 1M) | $2.30 / 1M | $20.00 / 1M | $0.47 / 1M |
| THE CROWD LOVES | Popular for coding help | Popular for coding help | Answers come back fast |
| THE CROWD GRUMBLES | Refuses or lectures more than people like | Refuses or lectures more than people like | Outages, errors, or limits get in the way |
Fair fights only: chat and coding models compare with each other.