LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Moondream 3.1 vs Grok 4.6 vs Qwen3.8 27B
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Moondream 3.1
LOVE
People feel it is worth the money
COMPLAINT
Sometimes makes things up
Grok 4.6
LOVE
People feel it is worth the money
COMPLAINT
Refuses or lectures more than people like
Qwen3.8 27B
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
VALUE FOR MONEY
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 5.5 | 7.7 | 7.6 |
| VOICES | 315 | 71,436 | 20,271 |
| RANK | #233 of 346 assistants | #1 of 346 assistants | #2 of 346 assistants |
| OVERALL | #363 of 541 ranked | #1 of 541 ranked | #2 of 541 ranked |
| CATEGORY | Multimodal | Multimodal | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | $0.30 / 1M | $2.00 / 1M | $0.24 / 1M |
| PRICE OUT (per 1M) | $2.50 / 1M | $6.00 / 1M | $2.20 / 1M |
| THE CROWD LOVES | People feel it is worth the money | People feel it is worth the money | Popular for coding help |
| THE CROWD GRUMBLES | Sometimes makes things up | 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.
