LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
MiniMax H3 vs Step 3 vs Muse Spark 1.3
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
MiniMax H3
LOVE
Answers come back fast
COMPLAINT
Outages, errors, or limits get in the way
Step 3
LOVE
Popular for coding help
COMPLAINT
Refuses or lectures more than people like
Muse Spark 1.3
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):MiniMax H3Step 3STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 7.0 | 7.0 | 7.4 |
| VOICES | 7,796 | 1,821 | 9,336 |
| RANK | #27 | #33 | #6 |
| CATEGORY | Text | Multimodal | Text |
| OPEN/CLOSED | CLOSED | OPEN WEIGHTS | CLOSED |
| PRICE IN (per 1M) | N/A | N/A | $1.25 / 1M |
| PRICE OUT (per 1M) | N/A | N/A | $4.25 / 1M |
| THE CROWD LOVES | Answers come back fast | Popular for coding help | Popular for coding help |
| 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.
