AI BENCHY Compare

MiniMax: MiniMax M3 vs StepFun: Step 3.7 Flash

Muhtasari

Step 3.7 Flash (low) inaongoza kwa average score: 7.7 vs 7.6. MiniMax M3 (medium) ina gharama ya chini ya benchmark: $0.131 vs $0.341. Step 3.7 Flash (low) ni ya haraka zaidi: 15.74s vs 68.17s, na pass rates 65.1% vs 68.3%.

Muundo unaopendekezwaStep 3.7 Flash (low)It has the best score here (7.7), while responding about 4.3x faster than MiniMax M3 (medium).

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

Kipimo	MiniMax M3 MiniMax M3 medium Toleo: 2026-06-01	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29

Kipimo	MiniMax M3 MiniMax M3 medium Toleo: 2026-06-01	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29
Alama	7.6	7.7
Nafasi	#54	#51
Uaminifu	9.6	10.0
Uthabiti	7.9	8.4
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.1%	68.3%
Majaribio yasiyo thabiti	5	4
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	1.187	2.840
Jumla ya gharama	$0.131	$0.341
Bei ya ingizo	$0.300 / 1M	$0.200 / 1M
Bei ya toleo	$1.200 / 1M	$1.150 / 1M
Jumla ya tokeni za ingizo	46,546	40,101
Tokeni za matokeo	49,036	289,325
Tokeni za hoja	92,543	0
Muda wa majibu (wastani)	68.17s	15.74s
Muda wa majibu (upeo)	431.03s	124.75s
Muda wa majibu (jumla)	1363.38s	330.63s

Onyesho la kizazi

Hamster playing table tennis

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

#54 MiniMax M3

medium

Gharama: $0.012
Muda: 154.4s
Tokeni: 10,018 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
MiniMax M3	5.5	3.7	66.7%	3		14.95s	2,526	874	3,414
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
MiniMax M3	6.1	6.5	55.6%	1		144.74s	5,804	6,223	32,667
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
MiniMax M3	10.0	10.0	100.0%	0		65.30s	14,760	1,306	6,253
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
MiniMax M3	10.0	10.0	100.0%	0		14.92s	8,088	514	3,164
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
MiniMax M3	5.5	9.3	33.3%	0		233.13s	869	16,254	19,070
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
MiniMax M3	5.1	3.4	33.3%	1		33.25s	954	2,487	2,523
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
MiniMax M3	9.8	10.0	100.0%	0		6.14s	1,623	103	920
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
MiniMax M3	7.9	9.9	66.7%	0		49.91s	2,079	11,946	13,761
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
MiniMax M3	10.0	10.0	100.0%	0		11.91s	9,168	281	555
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
MiniMax M3	3.0	10.0	0.0%	0		100.80s	675	9,048	10,216
Step 3.7 Flash	3.0	10.0	0.0%	0		124.75s	237	134,779	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.6 LunahighvsStep 3.7 Flashlow Claude Opus 4.6mediumvsStep 3.7 Flashlow DeepSeek V4 ProhighvsMiniMax M3medium Step 3.7 FlashlowvsGrok 4.3medium KAT-Coder-Pro V2.5highvsStep 3.7 Flashlow Qwen3.5-122B-A10BmediumvsStep 3.7 Flashlow KAT-Coder-Pro V2.5highvsMiniMax M3medium Kimi K2.6mediumInapatikana burevsStep 3.7 Flashlow Gemini 3.1 Flash LitemediumvsStep 3.7 Flashlow Qwen3.5 Plus 2026-04-20mediumvsStep 3.7 Flashlow Gemini 3.1 Flash Lite PreviewmediumvsStep 3.7 Flashlow MiniMax M3mediumvsGPT-5.6 Lunahigh