HEAD TO HEAD

Grok 4.1 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):Grok 4.1Step 2STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Grok 4.1 x	Uncensored x	Step 2 x
VIBE SCORE	5.6	7.3	7.5
VOICES	867	2,363	3,774
RANK	#273	#20	#7
CATEGORY	Multimodal	Text	Text
OPEN/CLOSED	CLOSED	OPEN WEIGHTS	CLOSED
PRICE IN (per 1M)	N/A	$0.20 / 1M	N/A
PRICE OUT (per 1M)	N/A	$0.90 / 1M	N/A
THE CROWD LOVES	Usually gives correct answers	Popular for coding help	Popular for coding help
THE CROWD GRUMBLES	Sometimes makes things up	Refuses or lectures more than people like	Outages, errors, or limits get in the way

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):Grok 4.1Step 2STILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Grok 4.1 x	Uncensored x	Step 2 x
VIBE SCORE	5.6	7.3	7.5
VOICES	867	2,363	3,774
RANK	#273	#20	#7
CATEGORY	Multimodal	Text	Text
OPEN/CLOSED	CLOSED	OPEN WEIGHTS	CLOSED
PRICE IN (per 1M)	N/A	$0.20 / 1M	N/A
PRICE OUT (per 1M)	N/A	$0.90 / 1M	N/A
THE CROWD LOVES	Usually gives correct answers	Popular for coding help	Popular for coding help
THE CROWD GRUMBLES	Sometimes makes things up	Refuses or lectures more than people like	Outages, errors, or limits get in the way

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