AI BENCHY Compare

Anthropic: Claude Sonnet 4.6 vs StepFun: Step 3.7 Flash

Muhtasari

Claude Sonnet 4.6 (medium) inaongoza kwa average score: 7.8 vs 7.7. Step 3.7 Flash (low) ina gharama ya chini ya benchmark: $0.341 vs $1.418. Step 3.7 Flash (low) ni ya haraka zaidi: 15.74s vs 17.06s, na pass rates 65.1% vs 68.3%.

Muundo unaopendekezwaStep 3.7 Flash (low)Its score stays close to the best score here (7.7 vs 7.8), while costing about 4.2x less than Claude Sonnet 4.6 (medium).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-14

Kipimo	Claude Sonnet 4.6 Claude Sonnet 4.6 medium Toleo: 2026-02-17	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29

Kipimo	Claude Sonnet 4.6 Claude Sonnet 4.6 medium Toleo: 2026-02-17	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29
Alama	7.8	7.7
Nafasi	#40	#51
Uaminifu	10.0	10.0
Uthabiti	9.1	8.4
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.1%	68.3%
Majaribio yasiyo thabiti	2	4
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	10.904	2.840
Jumla ya gharama	$1.418	$0.341
Bei ya ingizo	$3.000 / 1M	$0.200 / 1M
Bei ya toleo	$15.000 / 1M	$1.150 / 1M
Jumla ya tokeni za ingizo	49,112	40,101
Tokeni za matokeo	54,703	289,325
Tokeni za hoja	29,970	0
Muda wa majibu (wastani)	17.06s	15.74s
Muda wa majibu (upeo)	46.35s	124.75s
Muda wa majibu (jumla)	221.83s	330.63s

Onyesho la kizazi

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#40 Claude Sonnet 4.6

medium

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 tok

#51 Step 3.7 Flash

low

SVG batili

Gharama: $0.004
Muda: 25.3s
Tokeni: 3,072 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	6.5	10.0	50.0%	0		2.98s	789	1,046	1,093
Step 3.7 Flash	8.7	7.9	91.7%	1		4.02s	756	10,896	0

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	5.7	6.6	44.4%	1		33.29s	6,995	16,089	3,686
Step 3.7 Flash	8.2	7.2	88.9%	1		9.46s	7,437	18,685	0

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0		46.35s	18,351	5,871	3,962
Step 3.7 Flash	10.0	10.0	100.0%	0		7.98s	13,683	6,426	0

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0		13.90s	8,676	649	742
Step 3.7 Flash	7.3	5.8	83.3%	1		2.29s	7,398	2,667	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	2.9	7.2	11.1%	1		0ms	471	25,790	16,919
Step 3.7 Flash	5.3	7.2	44.4%	1		43.31s	828	104,487	0

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0		4.94s	564	256	433
Step 3.7 Flash	3.4	9.3	0.0%	0		7.00s	525	4,604	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0		2.61s	792	318	552
Step 3.7 Flash	9.8	10.0	100.0%	0		1.58s	735	1,857	0

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0		5.31s	816	592	646
Step 3.7 Flash	5.5	9.9	33.3%	0		1.84s	756	3,564	0

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0		7.48s	11,454	655	351
Step 3.7 Flash	10.0	10.0	100.0%	0		3.25s	7,746	1,360	0

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	3.0	10.0	0.0%	0		30.09s	204	3,437	1,586
Step 3.7 Flash	3.0	10.0	0.0%	0		124.75s	237	134,779	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho