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Modeli zilizolinganishwa

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

Kipimo Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure Gemini 3 Flash Preview Gemini 3 Flash Preview medium Toleo: 2025-12-17 Gemini 3 PRO Preview Gemini 3 PRO Preview medium Toleo: 2025-11-18 Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Toleo: 2026-02-19
Alama 8.2 10.0 8.4 9.6
Nafasi #14 #1 #10 #2
Uaminifu 6.7 10.0 Haipo 10.0
Uthabiti 9.6 10.0 10.0 10.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 77.2% 100.0% 77.8% 94.7%
Majaribio yasiyo thabiti 1 0 0 0
Jumla ya uendeshaji 57 57 57 57
Gharama kwa matokeo 0.158 1.722 1.406 3.300
Jumla ya gharama $0.023 $0.328 $0.197 $0.594
Bei ya ingizo $0.130 / 1M $0.500 / 1M $0.000 / 1M $2.000 / 1M
Bei ya toleo $0.380 / 1M $3.000 / 1M $0.000 / 1M $12.000 / 1M
Tokeni za matokeo 14,426 1,985 1,508 1,944
Tokeni za hoja 37,964 102,122 10,084 41,839
Muda wa majibu (wastani) 28.72s 11.43s 9.06s 15.15s
Muda wa majibu (upeo) 90.14s 74.66s 26.24s 40.61s
Muda wa majibu (jumla) 488.27s 217.10s 90.58s 181.78s

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

Mbinu za kupinga AI Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 10.0 10.0 100.0% 0 12.89s 962 2,046
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 3.88s 330 3,216
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 14.99s 149 1,485
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 4.7 1.6 66.7% 1 70.97s 3,166 5,449
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 74.66s 432 48,771
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 0ms 0 0
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 19.88s 405 4,201
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 22.42s 351 10,485
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 10.37s 351 952
Gemini 3.1 Pro Preview 9.5 10.0 100.0% 0 40.61s 432 9,281
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 10.0 10.0 100.0% 0 21.11s 1,822 2,951
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.43s 279 4,893
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 10.84s 279 3,156
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.72s 279 3,904
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 7.7 10.0 66.7% 0 38.48s 4,349 8,985
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 15.27s 12 21,684
Gemini 3 PRO Preview 5.3 10.0 33.3% 0 7.01s 15 1,195
Gemini 3.1 Pro Preview 7.7 10.0 66.7% 0 32.73s 18 12,424
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 10.0 10.0 100.0% 0 9.57s 105 888
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.19s 72 1,905
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 9.34s 78 374
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 10.0 10.0 100.0% 0 12.76s 533 2,035
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 4.04s 72 2,709
Gemini 3 PRO Preview 9.8 10.0 100.0% 0 3.26s 69 754
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 9.9 10.0 100.0% 0 27.63s 1,797 5,596
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.48s 192 4,647
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 3.91s 243 1,197
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 12.60s 234 1,487
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 11.96s 324 971
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982
Maarifa ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemma 4 31B 3.0 10.0 0.0% 0 90.14s 1,692 10,014
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.50s 11 2,325
Gemini 3 PRO Preview 0.0 0.0 0.0% 0 0ms 0 0
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 6.27s 12 1,297

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemini 3 PRO PreviewmediumvsGPT-5.5lowGemma 4 31BmediumInapatikana burevsGPT-5.2 ChatnoneGemma 4 31BmediumInapatikana burevsGPT-5.5lowGemma 4 31BmediumInapatikana burevsGPT-5.3 ChatnoneDeepSeek V4 FlashhighvsGemma 4 31BmediumInapatikana bureGemini 3 PRO PreviewmediumvsGPT-5.2 ChatnoneGemini 3.1 Pro PreviewmediumvsGPT-5.5lowGemini 3 PRO PreviewmediumvsGPT-5.3 ChatnoneDeepSeek V4 FlashhighvsGemini 3 PRO PreviewmediumGemma 4 31BmediumInapatikana burevsQwen3.6 Max PreviewnoneGemma 4 31BmediumInapatikana burevsRing 2.6 1tnoneInapatikana bureClaude Sonnet 4.6nonevsGemma 4 31BmediumInapatikana bure