LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Kimi K3 vs Step3 vs Ling 3.1 Flash
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Kimi K3
LOVE
Popular for coding help
COMPLAINT
Outages, errors, or limits get in the way
Step3
LOVE
Good at writing and wording things
COMPLAINT
Refuses or lectures more than people like
Ling 3.1 Flash
LOVE
People feel it is worth the money
COMPLAINT
Sometimes makes things up
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Step3STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 7.0 | 7.0 | 7.3 |
| VOICES | 5,033 | 2,319 | 5,168 |
| RANK | #12 of 328 assistants | #13 of 328 assistants | #5 of 328 assistants |
| OVERALL | #16 of 504 ranked | #17 of 504 ranked | #7 of 504 ranked |
| CATEGORY | Multimodal | Multimodal | Text |
| OPEN/CLOSED | OPEN WEIGHTS | OPEN WEIGHTS | OPEN WEIGHTS |
| PRICE IN (per 1M) | $0.239 / 1M | N/A | $0.075 / 1M |
| PRICE OUT (per 1M) | $11.936 / 1M | N/A | $0.225 / 1M |
| THE CROWD LOVES | Popular for coding help | Good at writing and wording things | People feel it is worth the money |
| THE CROWD GRUMBLES | Outages, errors, or limits get in the way | 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.
