LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Gemini 3.7 Flash vs Step 3 vs Muse Spark 1.3
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Gemini 3.7 Flash
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
Step 3
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
Muse Spark 1.3
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Step 3STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 7.2 | 6.9 | 7.4 |
| VOICES | 8,448 | 1,525 | 9,269 |
| RANK | #18 | #40 | #9 |
| CATEGORY | Multimodal | Multimodal | Text |
| OPEN/CLOSED | CLOSED | OPEN WEIGHTS | CLOSED |
| PRICE IN (per 1M) | $0.75 / 1M | N/A | $1.25 / 1M |
| PRICE OUT (per 1M) | $3.75 / 1M | N/A | $4.25 / 1M |
| THE CROWD LOVES | Popular for coding help | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Sometimes makes things up | Refuses or lectures more than people like | Sometimes makes things up |
ADD A MODEL (3 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
