Modeli zilizolinganishwa

Ulinganisho wa benchmark Nemotron 3 Super (medium) vs Qwen3.5-122B-A10B (medium) vs Elephant Alpha (medium) vs gpt-oss-120b (medium): Qwen3.5-122B-A10B (medium) inaongoza kwenye Alama kwa 7.0. Qwen3.5-122B-A10B (medium) inaongoza kwenye Uaminifu kwa 10.0. Elephant Alpha (medium) ina Jumla ya gharama ya chini zaidi kwa $0.000. Elephant Alpha (medium) ndiyo ya haraka zaidi kwa 1.27s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-26

Modeli zilizolinganishwa

Nafasi: #324
Jumla ya tokeni za matokeo: 137,691
Muda wa majibu (wastani): 56.40s
Jumla ya gharama: $0.081

Nafasi: #199
Jumla ya tokeni za matokeo: 522,190
Muda wa majibu (wastani): 66.96s
Jumla ya gharama: $1.152

Nafasi: #423
Jumla ya tokeni za matokeo: 2,596
Muda wa majibu (wastani): 1.27s
Jumla ya gharama: $0.000

Nafasi: #298
Jumla ya tokeni za matokeo: 108,704
Muda wa majibu (wastani): 31.58s
Jumla ya gharama: $0.030

Muundo unaopendekezwa gpt-oss-120b (medium)

It offers the best overall trade-off: a competitive score (5.9), lower cost than miundo mingine katika ulinganisho huu, and balanced response time.

Ulinganisho wa kina

Kipimo	Nemotron 3 Super Nemotron 3 Super medium Toleo: 2026-03-11 Inapatikana bure	Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Toleo: 2026-02-24	Elephant Alpha Elephant Alpha medium Toleo: 2026-04-14	gpt-oss-120b gpt-oss-120b medium Toleo: 2025-08-05

Kipimo	Nemotron 3 Super Nemotron 3 Super medium Toleo: 2026-03-11 Inapatikana bure	Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Toleo: 2026-02-24	Elephant Alpha Elephant Alpha medium Toleo: 2026-04-14	gpt-oss-120b gpt-oss-120b medium Toleo: 2025-08-05
Alama	5.5	7.0	3.5	5.9
Nafasi	#324	#199	#423	#298
Uaminifu	9.5	10.0	Haipo	10.0
Uthabiti	8.5	8.3	8.8	8.1
Majaribio	69/69	69/69	63/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	42.0%	71.0%	27.5%	47.8%
Majaribio yasiyo thabiti	4	5	1	5
Jumla ya uendeshaji	69	69	63	69
Gharama kwa matokeo	0.004	9.196	0.000	0.335
Jumla ya gharama	$0.081	$1.152	$0.000	$0.030
Bei ya ingizo	$0.080 / 1M	$0.260 / 1M	$0.000 / 1M	$0.037 / 1M
Bei ya toleo	$0.450 / 1M	$2.080 / 1M	$0.000 / 1M	$0.170 / 1M
Bei ya kusoma akiba	Haipo	Haipo	Haipo	Haipo
Bei ya kuandika akiba	Haipo	Haipo	Haipo	Haipo
Jumla ya tokeni za ingizo	229,346	251,695	33,744	285,293
Tokeni za matokeo	18,597	49,415	2,596	29,565
Tokeni za hoja	129,338	472,775	0	89,266
Muda wa majibu (wastani)	56.40s	66.96s	1.27s	31.58s
Muda wa majibu (upeo)	431.98s	519.30s	3.70s	203.90s
Muda wa majibu (jumla)	1184.46s	1539.99s	22.82s	536.78s
Vigezo	120B jumla (12B vinavyotumika)	122B jumla (10B vinavyotumika)	104B jumla (7.4B vinavyotumika)	117B jumla (5.1B vinavyotumika)
Upatikanaji	Uzani unapatikana	Chanzo huria	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.

#324 Nemotron 3 Super

medium

Gharama: $0.000
Muda: 272.6s
Tokeni: 5,296 tok

#199 Qwen3.5-122B-A10B

medium

Gharama: $0.019
Muda: 48.7s
Tokeni: 6,034 tok

#423 Elephant Alpha

medium

Elephant Alpha was a stealth model revealed on April 21st as Ling-2.6-flash. Find it here: https://openrouter.ai/inclusionai/ling-2.6-flash:free

Gharama: $0.000
Muda: 0.1s
Tokeni: 0 tok

#298 gpt-oss-120b

medium

Gharama: $0.001
Muda: 26.7s
Tokeni: 555 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
Nemotron 3 Super	4.7	1.6	66.7%	1	138.25s	147,908	923	31,438
Qwen3.5-122B-A10B	6.1	3.1	66.7%	1	95.31s	126,915	1,721	32,950
Elephant Alpha	0.0	0.0	0.0%	0	0ms	0	0	0
gpt-oss-120b	5.0	10.0	0.0%	0	203.90s	176,526	187	20,362

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
Nemotron 3 Super	8.3	10.0	75.0%	7.85s	686	748	1,305
Qwen3.5-122B-A10B	10.0	10.0	100.0%	9.75s	672	269	16,835
Elephant Alpha	6.6	10.0	50.0%	1.19s	726	815	0
gpt-oss-120b	6.7	9.9	50.0%	10.21s	1,314	3,518	2,177

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
Nemotron 3 Super	3.1	10.0	0.0%	0	147.32s	2,275	797	4,424
Qwen3.5-122B-A10B	6.0	7.2	55.6%	1	114.48s	7,630	8,057	82,578
Elephant Alpha	3.7	7.8	11.1%	1	1.30s	813	365	0
gpt-oss-120b	5.9	7.0	55.6%	1	38.37s	7,782	3,365	11,973

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
Nemotron 3 Super	6.4	5.8	66.7%	1	259.89s	59,463	5,542	75,095
Qwen3.5-122B-A10B	6.4	5.8	66.7%	1	313.55s	97,886	18,373	203,450
Elephant Alpha	1.5	5.0	0.0%	0	3.70s	14,046	562	0
gpt-oss-120b	6.5	10.0	50.0%	0	23.96s	81,198	10,453	22,883

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Nemotron 3 Super	10.0	10.0	100.0%	0	18.16s	7,944	877	2,607
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0	23.41s	7,782	270	16,558
Elephant Alpha	6.5	10.0	50.0%	0	979ms	8,004	246	0
gpt-oss-120b	6.4	5.9	66.7%	1	1.98s	7,476	241	1,114

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
Nemotron 3 Super	2.9	4.4	22.2%	2	19.35s	465	4,558	5,119
Qwen3.5-122B-A10B	2.9	7.2	11.1%	1	74.43s	780	19,154	61,573
Elephant Alpha	3.0	10.0	0.0%	0	925ms	810	24	0
gpt-oss-120b	2.9	4.4	22.2%	2	27.55s	1,286	6,390	21,466

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
Nemotron 3 Super	4.1	10.0	0.0%	0	6.91s	492	105	363
Qwen3.5-122B-A10B	3.4	2.2	33.3%	1	34.11s	344	66	7,592
Elephant Alpha	4.3	10.0	0.0%	0	920ms	540	105	0
gpt-oss-120b	4.3	10.0	0.0%	0	7.90s	659	107	387

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Nemotron 3 Super	7.3	10.0	50.0%	6.97s	723	956	2,383
Qwen3.5-122B-A10B	10.0	10.0	100.0%	9.88s	593	77	7,372
Elephant Alpha	9.8	10.0	100.0%	987ms	732	82	0
gpt-oss-120b	9.9	10.0	100.0%	7.63s	1,036	126	1,799

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
Nemotron 3 Super	3.0	10.0	0.0%	0	3.15s	708	570	1,322
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0	17.89s	696	284	27,575
Elephant Alpha	5.3	10.0	33.3%	0	868ms	729	166	0
gpt-oss-120b	5.3	7.2	44.4%	1	21.71s	1,190	1,790	2,264

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Nemotron 3 Super	10.0	10.0	100.0%	39.75s	8,544	270	1,969
Qwen3.5-122B-A10B	10.0	10.0	100.0%	4.60s	8,193	322	1,226
Elephant Alpha	3.0	10.0	0.0%	2.83s	7,344	231	0
gpt-oss-120b	9.8	10.0	100.0%	6.91s	6,514	287	1,083

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Nemotron 3 Super	3.0	10.0	0.0%	55.32s	138	3,251	3,313
Qwen3.5-122B-A10B	3.0	10.0	0.0%	52.87s	204	822	15,066
Elephant Alpha	3.0	10.0	0.0%	0ms	0	0	0
gpt-oss-120b	3.0	10.0	0.0%	26.51s	312	3,101	3,758

Badilisha jozi ya ulinganisho

Gemini 3.1 Flash Litenonevsgpt-oss-120bmedium Qwen3.5-122B-A10BmediumvsGrok 4.6low Gemini 3 Flash PreviewlowvsQwen3.5-122B-A10Bmedium Qwen3.5-122B-A10BmediumvsStep 5 Previewhigh Muse Glimmer 30BlowvsQwen3.5-122B-A10Bmedium gpt-oss-120bmediumvsQwen3.6 Flashnone Gemini 3.1 Flash Liteminimalvsgpt-oss-120bmedium Minimax M3.1 FlashmaxInapatikana burevsQwen3.5-122B-A10Bmedium Ember-1lowvsQwen3.5-122B-A10Bmedium Claude Sonnet 5nonevsgpt-oss-120bmedium Nemotron 3 SupermediumInapatikana burevsQwen3.5-35B-A3Bnone Kimi K2.6nonevsNemotron 3 SupermediumInapatikana bure

Modeli zilizolinganishwa