LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Qwen3 Coder Plus vs Grok Code vs Step 2
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Grok Code
LOVE
Popular for coding help
COMPLAINT
Coding help disappoints some people
Step 2
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Grok CodeStep 2STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 5.3 | 6.3 | 7.5 |
| VOICES | 25 | 458 | 3,933 |
| RANK | #409 | #114 | #9 |
| CATEGORY | Code | Code | Text |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | CLOSED |
| PRICE IN (per 1M) | $0.65 / 1M | N/A | N/A |
| PRICE OUT (per 1M) | $3.25 / 1M | N/A | N/A |
| THE CROWD LOVES | Not enough talk yet | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Nobody is complaining yet | Coding help disappoints some people | Sometimes makes things up |
ADD A MODEL (3 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
