LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Sam 3 vs Grok 4.6 vs Step 1
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Grok 4.6
LOVE
People feel it is worth the money
COMPLAINT
Refuses or lectures more than people like
Step 1
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Sam 3Step 1STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 5.5 | 7.7 | 7.4 |
| VOICES | 26 | 43,104 | 3,819 |
| RANK | #340 | #1 | #12 |
| CATEGORY | Text | Multimodal | Text |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | CLOSED |
| PRICE IN (per 1M) | N/A | $2.00 / 1M | N/A |
| PRICE OUT (per 1M) | N/A | $6.00 / 1M | N/A |
| THE CROWD LOVES | Not enough talk yet | People feel it is worth the money | Popular for coding help |
| THE CROWD GRUMBLES | Nobody is complaining yet | 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.
