LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
GPT 5.1 Codex vs Step 1 vs Dots3 Note
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
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 | 6.3 | 7.4 | 7.4 |
| VOICES | 359 | 3,692 | 2,634 |
| RANK | #111 | #11 | #12 |
| CATEGORY | Multimodal | Text | Multimodal |
| OPEN/CLOSED | CLOSED | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | $1.25 / 1M | N/A | FREE |
| PRICE OUT (per 1M) | $10.00 / 1M | N/A | FREE |
| THE CROWD LOVES | Popular for coding help | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Outages, errors, or limits get in the way | Sometimes makes things up | 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.
