HEAD TO HEAD

Gemma 4 12B Instruct vs Gemini 3.7 Flash

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):Gemma 4 12B InstructSTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Gemma 4 12B Instruct x	Gemini 3.7 Flash x
VIBE SCORE	6.1	7.2
VOICES	96	6,757
RANK	#166	#20
CATEGORY	Multimodal	Multimodal
OPEN/CLOSED	OPEN WEIGHTS	CLOSED
PRICE IN (per 1M)	N/A	$0.75 / 1M
PRICE OUT (per 1M)	N/A	$3.75 / 1M
THE CROWD LOVES	Not enough talk yet	Popular for coding help
THE CROWD GRUMBLES	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):Gemma 4 12B InstructSTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Gemma 4 12B Instruct x	Gemini 3.7 Flash x
VIBE SCORE	6.1	7.2
VOICES	96	6,757
RANK	#166	#20
CATEGORY	Multimodal	Multimodal
OPEN/CLOSED	OPEN WEIGHTS	CLOSED
PRICE IN (per 1M)	N/A	$0.75 / 1M
PRICE OUT (per 1M)	N/A	$3.75 / 1M
THE CROWD LOVES	Not enough talk yet	Popular for coding help
THE CROWD GRUMBLES	Refuses or lectures more than people like	Sometimes makes things up

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