LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Qwen3.5 4B vs Muse Glimmer 30B vs Grok 4.6
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
Muse Glimmer 30B
LOVE
Popular for coding help
COMPLAINT
Outages, errors, or limits get in the way
Grok 4.6
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):Qwen3.5 4BSTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 6.5 | 6.6 | 7.6 |
| VOICES | 653 | 533 | 72,692 |
| RANK | #37 of 328 assistants | #34 of 328 assistants | #1 of 328 assistants |
| OVERALL | #54 of 504 ranked | #51 of 504 ranked | #1 of 504 ranked |
| CATEGORY | Multimodal | Multimodal | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | OPEN WEIGHTS | CLOSED |
| PRICE IN (per 1M) | N/A | $0.30 / 1M | $2.00 / 1M |
| PRICE OUT (per 1M) | N/A | $1.20 / 1M | $6.00 / 1M |
| THE CROWD LOVES | Answers come back fast | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Coding help disappoints some people | Outages, errors, or limits get in the way | Outages, errors, or limits get in the way |
ADD A MODEL (3 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
