LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Beam 1.0 501B A23B vs Dots3 Note vs Fugu Max
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Beam 1.0 501B A23B
LOVE
Usually gives correct answers
COMPLAINT
Outages, errors, or limits get in the way
Dots3 Note
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
Fugu Max
LOVE
People feel it is worth the money
COMPLAINT
People find it expensive
VALUE FOR MONEY
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 5.2 | 7.3 | 7.5 |
| VOICES | 339 | 2,834 | 5,966 |
| RANK | #283 of 350 assistants | #9 of 350 assistants | #3 of 350 assistants |
| OVERALL | #441 of 542 ranked | #14 of 542 ranked | #3 of 542 ranked |
| CATEGORY | Text | Multimodal | Multimodal |
| OPEN/CLOSED | OPEN WEIGHTS | OPEN WEIGHTS | CLOSED |
| PRICE IN (per 1M) | $0.25 / 1M | FREE | $2.00 / 1M |
| PRICE OUT (per 1M) | $1.00 / 1M | FREE | $6.00 / 1M |
| THE CROWD LOVES | Usually gives correct answers | Popular for coding help | 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 | People find it expensive |
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Fair fights only: chat and coding models compare with each other.
