HEAD TO HEAD

Gsm8k vs Qwen3.8 Flash vs Step 1 vs Discovery

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

4 IS THE MAX. SWAP ONE OUT TO ADD ANOTHER.

VALUE FOR MONEY

NOT ON THE CHART (NO PUBLIC API PRICE):Gsm8kStep 1DiscoverySTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Gsm8k x	Qwen3.8 Flash x	Step 1 x	Discovery x
VIBE SCORE	5.3	7.4	7.4	7.6
VOICES	47	2,901	3,798	9,905
RANK	#366	#12	#11	#3
CATEGORY	Text	Multimodal	Text	Text
OPEN/CLOSED	OPEN WEIGHTS	OPEN WEIGHTS	CLOSED	OPEN WEIGHTS
PRICE IN (per 1M)	N/A	$0.15 / 1M	N/A	N/A
PRICE OUT (per 1M)	N/A	$0.47 / 1M	N/A	N/A
THE CROWD LOVES	Not enough talk yet	Popular for coding help	Popular for coding help	Popular for coding help
THE CROWD GRUMBLES	Nobody is complaining yet	Outages, errors, or limits get in the way	Sometimes makes things up	Outages, errors, or limits get in the way

HEAD TO HEAD

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

4 IS THE MAX. SWAP ONE OUT TO ADD ANOTHER.

NOT ON THE CHART (NO PUBLIC API PRICE):Gsm8kStep 1DiscoverySTILL IN THE TABLE BELOW. THE CHART ONLY PLOTS MODELS WITH A KNOWN PRICE PER 1M TOKENS.

Metric	Gsm8k x	Qwen3.8 Flash x	Step 1 x	Discovery x
VIBE SCORE	5.3	7.4	7.4	7.6
VOICES	47	2,901	3,798	9,905
RANK	#366	#12	#11	#3
CATEGORY	Text	Multimodal	Text	Text
OPEN/CLOSED	OPEN WEIGHTS	OPEN WEIGHTS	CLOSED	OPEN WEIGHTS
PRICE IN (per 1M)	N/A	$0.15 / 1M	N/A	N/A
PRICE OUT (per 1M)	N/A	$0.47 / 1M	N/A	N/A
THE CROWD LOVES	Not enough talk yet	Popular for coding help	Popular for coding help	Popular for coding help
THE CROWD GRUMBLES	Nobody is complaining yet	Outages, errors, or limits get in the way	Sometimes makes things up	Outages, errors, or limits get in the way