Step 3.7 Flash (medium) vs GLM 5.2 (high)

Modeli zilizolinganishwa

Nafasi: #129
Jumla ya tokeni za matokeo: 440,835
Muda wa majibu (wastani): 26.57s
Jumla ya gharama: $0.571

Nafasi: #90
Jumla ya tokeni za matokeo: 382,333
Muda wa majibu (wastani): 69.11s
Jumla ya gharama: $4.632

Muundo unaopendekezwa Step 3.7 Flash (medium)

Its score stays close to the best score here (7.8 vs 8.4), while costing about 8.1x less than GLM 5.2 (high).

Ulinganisho wa kina

Kipimo	Step 3.7 Flash Step 3.7 Flash medium Toleo: 2026-05-29	GLM 5.2 GLM 5.2 high Toleo: 2026-06-17

Kipimo	Step 3.7 Flash Step 3.7 Flash medium Toleo: 2026-05-29	GLM 5.2 GLM 5.2 high Toleo: 2026-06-17
Alama	7.8	8.4
Nafasi	#129	#90
Uaminifu	10.0	10.0
Uthabiti	8.7	8.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	68.1%	71.0%
Majaribio yasiyo thabiti	4	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	4.392	7.314
Jumla ya gharama	$0.571	$4.632
Bei ya ingizo	$0.200 / 1M	$0.153 / 1M
Bei ya toleo	$1.150 / 1M	$12.000 / 1M
Bei ya kusoma akiba	$0.040 / 1M	$0.150 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	319,524	288,913
Tokeni za matokeo	440,835	79,462
Tokeni za hoja	0	303,120
Muda wa majibu (wastani)	26.57s	69.11s
Muda wa majibu (upeo)	152.83s	599.43s
Muda wa majibu (jumla)	611.09s	1589.43s
Vigezo	198B jumla (11B vinavyotumika)	744B jumla (40B vinavyotumika)
Upatikanaji	Chanzo huria	Chanzo huria

Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#129 Step 3.7 Flash

medium

Gharama: $0.006
Muda: 46.2s
Tokeni: 4,466 tok

#90 GLM 5.2

high

Reached the allocated time limit (300 seconds) without receiving showcase output.

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

Kazi za mawakala	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
Step 3.7 Flash	7.4	3.8	66.7%	1		93.88s	205,333	31,126	0
GLM 5.2	10.0	10.0	100.0%	0		52.45s	205,091	7,422	10,505

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
Step 3.7 Flash	8.7	7.9	91.7%	1		9.65s	756	32,185	0
GLM 5.2	10.0	10.0	100.0%	0		5.80s	639	406	2,660

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
Step 3.7 Flash	8.8	7.8	88.9%	1		27.42s	7,437	44,797	0
GLM 5.2	6.4	8.6	33.3%	0		73.03s	5,124	2,302	22,546

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
Step 3.7 Flash	7.3	5.8	83.3%	1		80.94s	87,764	114,720	0
GLM 5.2	10.0	10.0	100.0%	0		321.47s	61,516	18,824	63,861

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
Step 3.7 Flash	10.0	10.0	100.0%	0		2.75s	7,398	3,020	0
GLM 5.2	10.0	10.0	100.0%	0		5.81s	7,143	435	1,414

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
Step 3.7 Flash	5.3	10.0	33.3%	0		27.26s	837	52,484	0
GLM 5.2	3.1	6.5	11.1%	1		126.85s	560	49,045	157,522

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
Step 3.7 Flash	4.0	10.0	0.0%	0		6.85s	525	3,987	0
GLM 5.2	10.0	10.0	100.0%	0		12.90s	498	63	1,743

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
Step 3.7 Flash	9.8	10.0	100.0%	0		1.83s	735	2,166	0
GLM 5.2	10.0	10.0	100.0%	0		4.26s	678	151	1,210

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
Step 3.7 Flash	5.7	9.9	33.3%	0		6.19s	756	15,071	0
GLM 5.2	6.0	4.6	66.7%	2		33.71s	665	568	22,392

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
Step 3.7 Flash	10.0	10.0	100.0%	0		4.16s	7,746	2,115	0
GLM 5.2	10.0	10.0	100.0%	0		9.25s	6,861	246	503

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
Step 3.7 Flash	3.0	10.0	0.0%	0		113.98s	237	139,164	0
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

Badilisha jozi ya ulinganisho

Step 3.7 FlashmediumvsGLM 5.3high Qwen3.7 PlusnonevsStep 3.7 Flashmedium Step 3.7 FlashmediumvsGrok 4.5low DeepSeek V4.1 Flash 1017highvsStep 3.7 Flashmedium Ling 3.1 FlashhighvsStep 3.7 Flashmedium Muse WondermaxvsStep 3.7 Flashmedium Qwen3.8 2.4T A95BhighvsStep 3.7 Flashmedium Kimi K3maxvsGLM 5.2high Gemini 3.1 Pro PreviewmediumvsGLM 5.2high Muse Glimmer 30BxhighvsGLM 5.2high GPT-5 MinimediumvsGLM 5.2high Qwen3.8 2.4T A95BlowvsGLM 5.2high