HEAD TO HEAD

Qwen3 VL 8B vs Uncensored vs Step 2

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):Step 2STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Qwen3 VL 8B x	Uncensored x	Step 2 x
VIBE SCORE	6.1	7.3	7.5
VOICES	114	2,173	3,676
RANK	#162	#17	#7
CATEGORY	Multimodal	Text	Text
OPEN/CLOSED	OPEN WEIGHTS	OPEN WEIGHTS	CLOSED
PRICE IN (per 1M)	$0.18 / 1M	$0.20 / 1M	N/A
PRICE OUT (per 1M)	$2.10 / 1M	$0.90 / 1M	N/A
THE CROWD LOVES	Not enough talk yet	People feel it is worth the money	Popular for coding help
THE CROWD GRUMBLES	Nobody is complaining yet	Refuses or lectures more than people like	Sometimes makes things up

Fair fights only: chat and coding models compare with each other.

HEAD TO HEAD

Community vibe score against API price per 1M tokens. Up and left wins: loved and cheap.

NOT ON THE CHART (NO PUBLIC API PRICE):Step 2STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Qwen3 VL 8B x	Uncensored x	Step 2 x
VIBE SCORE	6.1	7.3	7.5
VOICES	114	2,173	3,676
RANK	#162	#17	#7
CATEGORY	Multimodal	Text	Text
OPEN/CLOSED	OPEN WEIGHTS	OPEN WEIGHTS	CLOSED
PRICE IN (per 1M)	$0.18 / 1M	$0.20 / 1M	N/A
PRICE OUT (per 1M)	$2.10 / 1M	$0.90 / 1M	N/A
THE CROWD LOVES	Not enough talk yet	People feel it is worth the money	Popular for coding help
THE CROWD GRUMBLES	Nobody is complaining yet	Refuses or lectures more than people like	Sometimes makes things up

Fair fights only: chat and coding models compare with each other.