Modeli zilizolinganishwa

Ulinganisho wa benchmark Grok 4.6 (high) vs Seed 2.1 Turbo (low) vs Qwen3.8 2.4T A95B (low) vs Seed-2.0-Code (low): Grok 4.6 (high) inaongoza kwenye Alama kwa 9.3. Grok 4.6 (high) inaongoza kwenye Uaminifu kwa 10.0. Seed-2.0-Code (low) ina Jumla ya gharama ya chini zaidi kwa $0.767. Seed-2.0-Code (low) ndiyo ya haraka zaidi kwa 72.24s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-09-24

Modeli zilizolinganishwa

Nafasi: #19
Jumla ya tokeni za matokeo: 282,217
Muda wa majibu (wastani): 84.15s
Jumla ya gharama: $1.908

Nafasi: #28
Jumla ya tokeni za matokeo: 597,236
Muda wa majibu (wastani): 163.90s
Jumla ya gharama: $1.546

Nafasi: #78
Jumla ya tokeni za matokeo: 495,541
Muda wa majibu (wastani): 118.97s
Jumla ya gharama: $2.672

Nafasi: #106
Jumla ya tokeni za matokeo: 241,309
Muda wa majibu (wastani): 72.24s
Jumla ya gharama: $0.767

Muundo unaopendekezwa Grok 4.6 (high)

It has the strongest score in this comparison (9.3) and the best overall balance of cost and response time across all 4 models.

Ulinganisho wa kina

Kipimo	Grok 4.6 Grok 4.6 high Toleo: 2026-08-12	Seed 2.1 Turbo Seed 2.1 Turbo low Toleo: 2026-08-12	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B low Toleo: 2026-08-12	Seed-2.0-Code Seed-2.0-Code low Toleo: 2026-08-12

Kipimo	Grok 4.6 Grok 4.6 high Toleo: 2026-08-12	Seed 2.1 Turbo Seed 2.1 Turbo low Toleo: 2026-08-12	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B low Toleo: 2026-08-12	Seed-2.0-Code Seed-2.0-Code low Toleo: 2026-08-12
Alama	9.3	9.1	8.1	7.7
Nafasi	#19	#28	#78	#106
Uaminifu	10.0	10.0	9.4	8.5
Uthabiti	10.0	9.2	9.2	7.8
Majaribio	66/66	66/66	66/66	66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	86.4%	80.3%	72.7%	77.3%
Majaribio yasiyo thabiti	0	2	2	6
Jumla ya uendeshaji	66	66	66	66
Gharama kwa matokeo	10.042	9.091	17.812	5.899
Jumla ya gharama	$1.908	$1.546	$2.672	$0.767
Bei ya ingizo	$2.000 / 1M	$0.500 / 1M	$2.000 / 1M	$0.500 / 1M
Bei ya toleo	$6.000 / 1M	$2.500 / 1M	$6.000 / 1M	$3.000 / 1M
Jumla ya tokeni za ingizo	107,275	104,464	113,279	85,657
Tokeni za matokeo	5,094	6,844	121,045	8,142
Tokeni za hoja	277,123	590,392	374,496	233,167
Muda wa majibu (wastani)	84.15s	163.90s	118.97s	72.24s
Muda wa majibu (upeo)	618.49s	739.98s	534.21s	485.92s
Muda wa majibu (jumla)	1851.26s	3605.87s	2617.41s	1589.31s
Vigezo	~1.7T jumla (~170B vinavyotumika)	~200B jumla (~20B vinavyotumika)	2.4T jumla (95B vinavyotumika)	~200B jumla (~20B vinavyotumika)
Upatikanaji	Imefungwa	Imefungwa	Uzani unapatikana	Imefungwa

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#19 SpaceXAI: Grok 4.6

high

Gharama: $0.107
Muda: 265.1s
Tokeni: 18,001 tok

#28 Seed 2.1 Turbo

low

Gharama: $0.049
Muda: 298.8s
Tokeni: 19,730 tok

#78 Qwen3.8 2.4T A95B

low

Gharama: $0.100
Muda: 193.2s
Tokeni: 16,767 tok

#106 Seed-2.0-Code

low

Provider returned error

Gharama: $0.000
Muda: 0.3s
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:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Grok 4.6	10.0	10.0	100.0%	0	14.44s	2,991	79	6,805
Seed 2.1 Turbo	8.2	7.9	83.3%	1	34.78s	906	624	22,595
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0	22.04s	1,104	397	4,814
Seed-2.0-Code	8.7	7.9	91.7%	1	39.56s	930	2,650	15,987

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
Grok 4.6	10.0	10.0	100.0%	0	102.20s	9,579	379	51,829
Seed 2.1 Turbo	10.0	10.0	100.0%	0	360.85s	8,220	385	207,368
Qwen3.8 2.4T A95B	7.8	9.3	66.7%	0	172.53s	6,716	21,405	57,399
Seed-2.0-Code	7.0	7.1	55.6%	1	109.70s	7,948	455	55,759

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
Grok 4.6	10.0	10.0	100.0%	0	91.77s	68,548	3,931	34,529
Seed 2.1 Turbo	10.0	10.0	100.0%	0	359.97s	74,199	4,604	132,545
Qwen3.8 2.4T A95B	8.2	6.9	66.7%	1	231.85s	85,267	8,008	50,681
Seed-2.0-Code	7.3	5.8	83.3%	1	99.12s	55,969	3,774	21,408

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
Grok 4.6	10.0	10.0	100.0%	16.08s	8,937	225	6,590
Seed 2.1 Turbo	10.0	10.0	100.0%	34.55s	8,544	246	12,576
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	22.27s	7,956	839	2,445
Seed-2.0-Code	10.0	10.0	100.0%	24.88s	8,046	246	1,639

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
Grok 4.6	5.3	10.0	33.3%	0	369.95s	2,523	14	154,471
Seed 2.1 Turbo	2.9	7.2	11.1%	1	424.53s	775	8	166,776
Qwen3.8 2.4T A95B	3.2	9.3	0.0%	0	287.65s	1,008	16,133	156,114
Seed-2.0-Code	4.1	4.4	44.5%	2	238.45s	975	16	132,626

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
Grok 4.6	10.0	10.0	100.0%	0	19.51s	1,077	56	2,448
Seed 2.1 Turbo	10.0	10.0	100.0%	0	41.83s	573	235	6,851
Qwen3.8 2.4T A95B	6.1	3.1	66.7%	1	22.97s	606	44	1,497
Seed-2.0-Code	6.5	3.4	66.7%	1	11.14s	579	179	1,117

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Grok 4.6	9.8	10.0	100.0%	13.82s	1,857	57	4,318
Seed 2.1 Turbo	9.8	10.0	100.0%	5.05s	816	72	1,271
Qwen3.8 2.4T A95B	9.8	10.0	100.0%	19.54s	903	263	1,480
Seed-2.0-Code	9.8	10.0	100.0%	12.20s	828	72	1,034

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Grok 4.6	10.0	10.0	100.0%	15.56s	2,430	122	5,706
Seed 2.1 Turbo	10.0	10.0	100.0%	23.45s	867	430	12,087
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	43.37s	1,026	1,154	25,563
Seed-2.0-Code	9.9	10.0	100.0%	12.50s	885	445	2,470

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Grok 4.6	10.0	10.0	100.0%	13.30s	8,544	216	1,505
Seed 2.1 Turbo	10.0	10.0	100.0%	27.40s	9,297	228	1,452
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	25.88s	8,481	302	975
Seed-2.0-Code	10.0	10.0	100.0%	55.56s	9,315	296	637

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Grok 4.6	3.0	10.0	0.0%	54.22s	789	15	8,922
Seed 2.1 Turbo	3.0	10.0	0.0%	171.92s	267	12	26,871
Qwen3.8 2.4T A95B	3.0	10.0	0.0%	422.46s	212	72,500	73,528
Seed-2.0-Code	3.0	10.0	0.0%	10.02s	182	9	490

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-CodelowvsGLM 5medium GPT-5.5lowvsGrok 4.6high GPT-5 MinimediumvsQwen3.8 2.4T A95Blow Muse Glimmer 30BxhighvsQwen3.8 2.4T A95Blow Claude Opus 4.6mediumvsSeed-2.0-Codelow Claude Opus 5.5lowvsGrok 4.6high Seed 2.1 TurbolowvsGemini 3.8 Flashmedium Seed-2.0-CodelowvsQwen3.7 Flashhigh GPT-6 AstramediumvsGrok 4.6high GPT-5.6 SolmediumvsGrok 4.6high GPT-6 SolmediumvsGrok 4.6high Qwen3.8 2.4T A95BlowvsGrok 4.7medium