LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Gemma 4 31B Queen vs Step 1
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Gemma 4 31B Queen
LOVE
Popular for coding help
Step 1
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Step 1STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | ||
|---|---|---|
| VIBE SCORE | 5.9 | 7.4 |
| VOICES | 138 | 3,802 |
| RANK | #203 | #13 |
| CATEGORY | Text | Text |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED |
| PRICE IN (per 1M) | $0.09 / 1M | N/A |
| PRICE OUT (per 1M) | $0.34 / 1M | N/A |
| THE CROWD LOVES | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Nobody is complaining yet | Sometimes makes things up |
ADD A MODEL (2 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
