LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Ling 3.1 Flash vs Step 5
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Ling 3.1 Flash
LOVE
People feel it is worth the money
COMPLAINT
Sometimes makes things up
Step 5
LOVE
People feel it is worth the money
COMPLAINT
Refuses or lectures more than people like
VALUE FOR MONEY
| Metric | ||
|---|---|---|
| VIBE SCORE | 7.2 | 7.1 |
| VOICES | 5,164 | 5,596 |
| RANK | #13 of 349 assistants | #15 of 349 assistants |
| OVERALL | #18 of 541 ranked | #21 of 541 ranked |
| CATEGORY | Text | Multimodal |
| OPEN/CLOSED | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | $0.075 / 1M | $1.00 / 1M |
| PRICE OUT (per 1M) | $0.225 / 1M | $2.70 / 1M |
| THE CROWD LOVES | People feel it is worth the money | People feel it is worth the money |
| 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.
