LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Ling 3.1 Flash vs Step 1
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Ling 3.1 Flash
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
Step 1
LOVE
Good at writing and wording things
COMPLAINT
Refuses or lectures more than people like
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 | 6.8 | 6.9 |
| VOICES | 5,152 | 2,689 |
| RANK | #35 of 346 assistants | #31 of 346 assistants |
| OVERALL | #51 of 538 ranked | #44 of 538 ranked |
| CATEGORY | Text | Text |
| OPEN/CLOSED | CLOSED | CLOSED |
| PRICE IN (per 1M) | $0.075 / 1M | N/A |
| PRICE OUT (per 1M) | $0.225 / 1M | N/A |
| THE CROWD LOVES | Popular for coding help | Good at writing and wording things |
| THE CROWD GRUMBLES | Sometimes makes things up | Refuses or lectures more than people like |
ADD A MODEL (2 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
