LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Codestral vs Deepseek Coder vs Grok 4.6
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):Deepseek CoderSTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 6.0 | 6.0 | 7.7 |
| VOICES | 166 | 191 | 41,210 |
| RANK | #179 | #178 | #1 |
| CATEGORY | Code | Code | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | CLOSED |
| PRICE IN (per 1M) | $0.30 / 1M | N/A | $2.00 / 1M |
| PRICE OUT (per 1M) | $0.90 / 1M | N/A | $6.00 / 1M |
| THE CROWD LOVES | Popular for coding help | Popular for coding help | People feel it is worth the money |
| THE CROWD GRUMBLES | Nobody is complaining yet | Coding help disappoints some people | Outages, errors, or limits get in the way |
ADD A MODEL (3 OF 4 SLOTS USED)
Fair fights only: chat and coding models compare with each other.
