Modeli zilizolinganishwa

Ulinganisho wa benchmark Qwen3.8 27B (low) vs Qwen3.8 Flash Next (low) vs Qwen3.8 27B (high) vs Qwen3.8 Flash Next (xhigh): Qwen3.8 27B (high) inaongoza kwenye Alama kwa 8.7. Qwen3.8 27B (low) inaongoza kwenye Uaminifu kwa 10.0. Qwen3.8 Flash Next (low) ina Jumla ya gharama ya chini zaidi kwa ~$0.045. Qwen3.8 Flash Next (low) ndiyo ya haraka zaidi kwa 23.66s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-05

Modeli zilizolinganishwa

Nafasi: #121
Jumla ya tokeni za matokeo: 209,143
Muda wa majibu (wastani): 46.60s
Jumla ya gharama: ~$0.089

Nafasi: #96
Jumla ya tokeni za matokeo: 135,295
Muda wa majibu (wastani): 23.66s
Jumla ya gharama: ~$0.045

Nafasi: #55
Jumla ya tokeni za matokeo: 677,080
Muda wa majibu (wastani): 166.34s
Jumla ya gharama: ~$0.298

Nafasi: #154
Jumla ya tokeni za matokeo: 621,056
Muda wa majibu (wastani): 102.66s
Jumla ya gharama: ~$0.195

Muundo unaopendekezwa Qwen3.8 Flash Next (low)

Its score stays close to the best score here (8.0 vs 8.7), while costing about 4.3x less than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	Qwen3.8 27B Qwen3.8 27B low Toleo: 2026-08-14 Inapatikana bure	Qwen3.8 Flash Next Qwen3.8 Flash Next low Toleo: 2026-10-04	Qwen3.8 27B Qwen3.8 27B high Toleo: 2026-08-14 Inapatikana bure	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04

Kipimo	Qwen3.8 27B Qwen3.8 27B low Toleo: 2026-08-14 Inapatikana bure	Qwen3.8 Flash Next Qwen3.8 Flash Next low Toleo: 2026-10-04	Qwen3.8 27B Qwen3.8 27B high Toleo: 2026-08-14 Inapatikana bure	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04
Alama	7.6	8.0	8.7	7.1
Nafasi	#121	#96	#55	#154
Uaminifu	10.0	10.0	9.7	9.9
Uthabiti	9.7	8.0	9.2	7.9
Majaribio	69/69	69/69	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	68.1%	79.7%	78.3%	72.5%
Majaribio yasiyo thabiti	1	6	2	6
Jumla ya uendeshaji	69	69	69	69
Gharama kwa matokeo	~0.589	~0.299	~1.751	~1.390
Jumla ya gharama	~$0.089	~$0.045	~$0.298	~$0.195
Bei ya ingizo	Haipo	Haipo	Haipo	Haipo
Bei ya toleo	Haipo	Haipo	Haipo	Haipo
Bei ya kusoma akiba	Haipo	Haipo	Haipo	Haipo
Bei ya kuandika akiba	Haipo	Haipo	Haipo	Haipo
Jumla ya tokeni za ingizo	315,290	342,163	348,967	301,749
Tokeni za matokeo	1,607	1,518	1,005	1,033
Tokeni za hoja	207,536	133,777	676,075	620,023
Muda wa majibu (wastani)	46.60s	23.66s	166.34s	102.66s
Muda wa majibu (upeo)	376.04s	166.72s	640.85s	674.08s
Muda wa majibu (jumla)	1071.83s	544.16s	3825.81s	2361.10s
Vigezo	27.3B	180B jumla (6B vinavyotumika)	27.3B	180B jumla (6B vinavyotumika)
Upatikanaji	Uzani unapatikana	Uzani unapatikana	Uzani unapatikana	Uzani unapatikana

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.

#121 Qwen3.8 27B

low

Gharama: ~$0.003
Muda: 92.8s
Tokeni: 6,902 tok

#96 Qwen3.8 Flash Next

low

Gharama: ~$0.002
Muda: 47.2s
Tokeni: 5,270 tok

#55 Qwen3.8 27B

high

Gharama: ~$0.008
Muda: 270.1s
Tokeni: 18,963 tok

#154 Qwen3.8 Flash Next

xhigh

Gharama: ~$0.010
Muda: 333.1s
Tokeni: 30,654 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	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	6.1	3.1	66.7%	1	211.32s	215,585	62	39,752
Qwen3.8 Flash Next	6.1	3.1	66.7%	1	137.50s	194,811	72	28,519
Qwen3.8 27B	10.0	10.0	100.0%	0	132.27s	248,788	101	20,344
Qwen3.8 Flash Next	4.7	3.1	33.3%	1	173.66s	148,808	26	38,616

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	10.0	10.0	100.0%	3.02s	984	183	2,016
Qwen3.8 Flash Next	10.0	10.0	100.0%	2.03s	984	233	1,773
Qwen3.8 27B	10.0	10.0	100.0%	8.10s	1,128	114	5,319
Qwen3.8 Flash Next	10.0	10.0	100.0%	6.73s	1,128	184	7,283

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	7.7	10.0	66.7%	0	140.92s	8,127	585	86,694
Qwen3.8 Flash Next	10.0	10.0	100.0%	0	29.46s	8,127	397	24,147
Qwen3.8 27B	8.1	7.0	88.9%	1	248.62s	8,235	346	143,335
Qwen3.8 Flash Next	7.4	7.0	77.8%	1	192.20s	8,235	122	186,070

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	10.0	10.0	100.0%	0	90.63s	69,687	66	37,791
Qwen3.8 Flash Next	6.9	5.9	66.7%	1	98.91s	118,012	60	51,088
Qwen3.8 27B	10.0	10.0	100.0%	0	185.57s	68,997	66	72,556
Qwen3.8 Flash Next	7.3	5.8	83.3%	1	92.24s	122,809	52	43,355

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	10.0	10.0	100.0%	8.03s	9,087	150	1,962
Qwen3.8 Flash Next	10.0	10.0	100.0%	6.20s	8,253	267	2,783
Qwen3.8 27B	10.0	10.0	100.0%	34.85s	9,675	123	10,320
Qwen3.8 Flash Next	10.0	10.0	100.0%	9.24s	8,325	212	3,925

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	5.3	10.0	33.3%	0	60.78s	1,014	12	31,872
Qwen3.8 Flash Next	4.1	4.4	44.5%	2	23.34s	1,014	12	18,966
Qwen3.8 27B	5.3	10.0	33.3%	0	526.74s	975	6	234,555
Qwen3.8 Flash Next	3.5	4.4	33.3%	2	326.96s	1,122	11	239,950

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	5.0	10.0	0.0%	0	5.37s	594	132	729
Qwen3.8 Flash Next	4.7	3.1	33.3%	1	5.00s	594	130	1,171
Qwen3.8 27B	5.0	10.0	0.0%	0	8.45s	630	63	1,191
Qwen3.8 Flash Next	4.7	3.1	33.3%	1	3.95s	630	82	864

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	10.0	10.0	100.0%	2.43s	855	48	915
Qwen3.8 Flash Next	9.8	10.0	100.0%	2.32s	855	48	1,050
Qwen3.8 27B	9.8	10.0	100.0%	8.24s	927	42	2,871
Qwen3.8 Flash Next	9.8	10.0	100.0%	3.72s	927	42	1,939

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	7.7	10.0	66.7%	0	4.91s	930	240	2,382
Qwen3.8 Flash Next	8.7	7.8	88.9%	1	1.72s	930	272	1,001
Qwen3.8 27B	7.6	7.2	77.8%	1	199.90s	1,038	120	138,427
Qwen3.8 Flash Next	7.7	10.0	66.7%	0	19.51s	1,038	275	15,050

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	3.0	10.0	0.0%	8.42s	8,145	15	1,350
Qwen3.8 Flash Next	10.0	10.0	100.0%	5.85s	8,301	21	816
Qwen3.8 27B	10.0	10.0	100.0%	5.62s	8,256	21	912
Qwen3.8 Flash Next	10.0	10.0	100.0%	5.11s	8,409	21	650

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	3.0	10.0	0.0%	12.64s	282	114	2,073
Qwen3.8 Flash Next	3.0	10.0	0.0%	9.26s	282	6	2,463
Qwen3.8 27B	3.0	10.0	0.0%	263.98s	318	3	46,245
Qwen3.8 Flash Next	3.0	10.0	0.0%	325.04s	318	6	82,321

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.2mediumvsQwen3.8 27BhighInapatikana bure Qwen3.8 27BhighInapatikana burevsMiMo-V2.6-Promedium Seed 2.1 TurbomediumvsQwen3.8 27BhighInapatikana bure Gemini 3.8 FlashmediumvsQwen3.8 Flash Nextlow GPT-5.4 NanomediumvsQwen3.8 Flash Nextlow GPT-6 SollowvsQwen3.8 27BhighInapatikana bure Qwen3.8 27BlowInapatikana burevsSpace Bunny Alphahigh Qwen3.8 27BlowInapatikana burevsGLM 5.1medium Qwen3.8 Flash NextlowvsGLM 5.3 FlashXmax Qwen3.8 Flash NextxhighvsGLM 5.3 FlashXmedium Claude Fable 5.1highvsQwen3.8 Flash Nextlow Nemotron 3 UltramediumInapatikana burevsQwen3.8 Flash Nextlow