LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Qwen3.5 4B vs GPT 6 Luna vs Dots3 Note
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Qwen3.5 4B
LOVE
Answers come back fast
COMPLAINT
Coding help disappoints some people
GPT 6 Luna
LOVE
Answers come back fast
COMPLAINT
Refuses or lectures more than people like
Dots3 Note
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Qwen3.5 4BSTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 6.5 | 6.4 | 7.3 |
| VOICES | 653 | 16,775 | 2,847 |
| RANK | #37 of 328 assistants | #41 of 328 assistants | #6 of 328 assistants |
| OVERALL | #54 of 504 ranked | #58 of 504 ranked | #8 of 504 ranked |
| CATEGORY | Multimodal | Text | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | N/A | $0.10 / 1M | FREE |
| PRICE OUT (per 1M) | N/A | $0.50 / 1M | FREE |
| THE CROWD LOVES | Answers come back fast | Answers come back fast | Popular for coding help |
| THE CROWD GRUMBLES | Coding help disappoints some people | Refuses or lectures more than people like | Refuses or lectures more than people like |
ADD A MODEL (3 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
