LOADING COMPARISON
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
HEAD TO HEAD
Perplexity Sonar vs Step 2 vs GLM 5.3
Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.
WHAT PEOPLE SAY
Perplexity Sonar
LOVE
Usually gives correct answers
COMPLAINT
Sometimes makes things up
Step 2
LOVE
Popular for coding help
COMPLAINT
Sometimes makes things up
GLM 5.3
LOVE
Popular for coding help
COMPLAINT
Outages, errors, or limits get in the way
VALUE FOR MONEY
NOT ON THE CHART (NO PUBLIC API PRICE):Perplexity SonarStep 2STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.
| Metric | |||
|---|---|---|---|
| VIBE SCORE | 5.6 | 7.5 | 7.5 |
| VOICES | 32 | 3,842 | 10,043 |
| RANK | #307 | #8 | #5 |
| CATEGORY | Text | Text | Multimodal |
| OPEN/CLOSED | CLOSED | CLOSED | OPEN WEIGHTS |
| PRICE IN (per 1M) | N/A | N/A | $1.092 / 1M |
| PRICE OUT (per 1M) | N/A | N/A | $3.432 / 1M |
| THE CROWD LOVES | Usually gives correct answers | Popular for coding help | Popular for coding help |
| THE CROWD GRUMBLES | Sometimes makes things up | Sometimes makes things up | Outages, errors, or limits get in the way |
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Fair fights only: chat and coding models compare with each other.
