Modeli zilizolinganishwa

Muundo unaopendekezwa Qwen3.8 27B

It offers the best overall trade-off: a competitive score (5.5), lower cost than miundo mingine katika ulinganisho huu, and balanced response time.

Ulinganisho wa kina

Kipimo	Qwen3.8 27B Qwen3.8 27B high Toleo: 2026-08-14	Qwen3.8 27B Qwen3.8 27B medium Toleo: 2026-08-14	Qwen3.8 27B Qwen3.8 27B low Toleo: 2026-08-14	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14

Kipimo	Qwen3.8 27B Qwen3.8 27B high Toleo: 2026-08-14	Qwen3.8 27B Qwen3.8 27B medium Toleo: 2026-08-14	Qwen3.8 27B Qwen3.8 27B low Toleo: 2026-08-14	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14
Alama	8.4	7.8	7.9	5.5
Nafasi	#42	#68	#61	#214
Uaminifu	9.6	9.6	10.0	10.0
Uthabiti	9.2	9.7	10.0	10.0
Majaribio	66/66	66/66	66/66	66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	77.3%	66.7%	68.2%	40.9%
Majaribio yasiyo thabiti	2	1	0	0
Jumla ya uendeshaji	66	66	66	66
Gharama kwa matokeo	~1.792	~0.409	~0.473	~0.063
Jumla ya gharama	~$0.287	~$0.058	~$0.071	~$0.006
Bei ya ingizo	Haipo	Haipo	Haipo	Haipo
Bei ya toleo	Haipo	Haipo	Haipo	Haipo
Jumla ya tokeni za ingizo	100,179	98,266	99,705	122,463
Tokeni za matokeo	904	1,861	1,545	11,445
Tokeni za hoja	655,731	134,301	167,784	0
Muda wa majibu (wastani)	167.89s	33.05s	39.11s	3.12s
Muda wa majibu (upeo)	640.85s	214.63s	376.04s	44.76s
Muda wa majibu (jumla)	3693.54s	694.04s	860.51s	68.69s
Vigezo	27.3B	27.3B	27.3B	27.3B
Upatikanaji	Uzani unapatikana	Uzani unapatikana	Uzani unapatikana	Uzani unapatikana

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

high

medium

low

none

Kategoria:

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%	8.10s	1,128	114	5,319
Qwen3.8 27B	10.0	10.0	100.0%	2.93s	672	228	1,842
Qwen3.8 27B	10.0	10.0	100.0%	3.02s	984	183	2,016
Qwen3.8 27B	6.5	10.0	50.0%	828ms	696	267	0

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	8.1	7.0	88.9%	1	248.62s	8,235	346	143,335
Qwen3.8 27B	10.0	10.0	100.0%	0	40.50s	7,893	585	26,808
Qwen3.8 27B	7.7	10.0	66.7%	0	140.92s	8,127	585	86,694
Qwen3.8 27B	5.5	10.0	33.3%	0	1.19s	7,911	408	0

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	185.57s	68,997	66	72,556
Qwen3.8 27B	8.7	6.9	83.3%	1	124.48s	77,767	70	51,705
Qwen3.8 27B	10.0	10.0	100.0%	0	90.63s	69,687	66	37,791
Qwen3.8 27B	3.0	10.0	0.0%	0	24.10s	95,181	9,588	0

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%	34.85s	9,675	123	10,320
Qwen3.8 27B	6.5	10.0	50.0%	8.76s	9,039	144	2,271
Qwen3.8 27B	10.0	10.0	100.0%	8.03s	9,087	150	1,962
Qwen3.8 27B	6.5	10.0	50.0%	1.14s	7,788	246	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.8 27B	5.3	10.0	33.3%	526.74s	975	6	234,555
Qwen3.8 27B	5.3	10.0	33.3%	76.98s	780	12	41,184
Qwen3.8 27B	5.3	10.0	33.3%	60.78s	1,014	12	31,872
Qwen3.8 27B	7.7	10.0	66.7%	552ms	798	27	0

Akili 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	5.0	10.0	0.0%	8.45s	630	63	1,191
Qwen3.8 27B	5.0	10.0	0.0%	9.20s	516	204	1,299
Qwen3.8 27B	5.0	10.0	0.0%	5.37s	594	132	729
Qwen3.8 27B	4.2	9.9	0.0%	1.31s	522	126	0

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	9.8	10.0	100.0%	8.24s	927	42	2,871
Qwen3.8 27B	10.0	10.0	100.0%	2.54s	699	48	984
Qwen3.8 27B	10.0	10.0	100.0%	2.43s	855	48	915
Qwen3.8 27B	6.3	10.0	50.0%	582ms	711	72	0

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	7.6	7.2	77.8%	1	199.90s	1,038	120	138,427
Qwen3.8 27B	8.3	10.0	66.7%	0	12.62s	696	444	6,237
Qwen3.8 27B	7.7	10.0	66.7%	0	4.91s	930	240	2,382
Qwen3.8 27B	6.0	10.0	33.3%	0	1.25s	714	411	0

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	10.0	10.0	100.0%	5.62s	8,256	21	912
Qwen3.8 27B	3.0	10.0	0.0%	0ms	0	0	0
Qwen3.8 27B	3.0	10.0	0.0%	8.42s	8,145	15	1,350
Qwen3.8 27B	10.0	10.0	100.0%	2.75s	7,932	273	0

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%	263.98s	318	3	46,245
Qwen3.8 27B	3.0	10.0	0.0%	11.29s	204	126	1,971
Qwen3.8 27B	3.0	10.0	0.0%	12.64s	282	114	2,073
Qwen3.8 27B	3.0	10.0	0.0%	703ms	210	27	0

Badilisha jozi ya ulinganisho