LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
DeepSeek V4 Flash vs Pareto 26.9 vs Dots3 Note
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
DeepSeek V4 Flash
LOVE
People feel it is worth the money
COMPLAINT
Outages, errors, or limits get in the way
Dots3 Note
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
VALUE FOR MONEY
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 7.3 | 6.2 | 7.4 |
| VOICES | 12,225 | 182 | 2,824 |
| RANK | #9 of 346 assistants | #109 of 346 assistants | #8 of 346 assistants |
| OVERALL | #14 of 538 ranked | #170 of 538 ranked | #12 of 538 ranked |
| CATEGORY | Text | Multimodal | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | $0.065 / 1M | $2.50 / 1M | FREE |
| PRICE OUT (per 1M) | $0.18 / 1M | $7.50 / 1M | FREE |
| THE CROWD LOVES | People feel it is worth the money | Not enough talk yet | Popular for coding help |
| THE CROWD GRUMBLES | Outages, errors, or limits get in the way | Nobody is complaining yet | Refuses or lectures more than people like |
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Fair fights only: chat and coding models compare with each other.
