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Seed-2.0-Code vs Ember-1

Seed-2.0-Code inaongoza kwa average score: 5.3 vs 5.2. Ember-1 ina gharama ya chini ya benchmark: $0.123 vs $0.151. Seed-2.0-Code ni ya haraka zaidi: 14.67s vs 19.46s, na pass rates 36.4% vs 42.4%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-09-28

Modeli zilizolinganishwa

Nafasi
#291
Jumla ya tokeni za matokeo
23,433
Muda wa majibu (wastani)
14.67s
Jumla ya gharama
$0.151
Nafasi
#297
Jumla ya tokeni za matokeo
2,664
Muda wa majibu (wastani)
19.46s
Jumla ya gharama
$0.123
Muundo unaopendekezwa Seed-2.0-Code

It has the strongest score in this comparison (5.3) and the best overall balance of cost and response time across all 2 models.

Ulinganisho wa kina

Kipimo Seed-2.0-Code Seed-2.0-Code none Toleo: 2026-08-12 Ember-1 Ember-1 none Toleo: 2026-09-28
Alama 5.3 5.2
Nafasi #291 #297
Uaminifu 8.6 8.1
Uthabiti 8.1 8.9
Majaribio 66/66 66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 36.4% 42.4%
Majaribio yasiyo thabiti 5 3
Jumla ya uendeshaji 66 66
Gharama kwa matokeo 2.503 1.528
Jumla ya gharama $0.151 $0.123
Bei ya ingizo $0.500 / 1M $3.000 / 1M
Bei ya toleo $3.000 / 1M $15.000 / 1M
Jumla ya tokeni za ingizo 159,749 27,426
Tokeni za matokeo 23,433 2,664
Tokeni za hoja 0 0
Muda wa majibu (wastani) 14.67s 19.46s
Muda wa majibu (upeo) 132.84s 93.12s
Muda wa majibu (jumla) 322.71s 428.04s
Vigezo ~200B jumla (~20B vinavyotumika) ~2.8T jumla (~104B vinavyotumika)
Upatikanaji Imefungwa Imefungwa

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#291 Seed-2.0-Code

none
Gharama
$0.030
Muda
140.6s
Tokeni
9,924 tok

#297 Ember-1

none
Gharama
$0.156
Muda
224.6s
Tokeni
10,555 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

Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
Seed-2.0-Code 3.6 9.8 0.0% 0 13.42s 7,230 505 0
Ember-1 5.5 10.0 33.3% 0 1.94s 7,485 393 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ember-1nonevsGranite 4.2 8BmediumEmber-1nonevsNemotron 3.5 LightningmediumInapatikana bureEmber-1nonevsMistral Small 4mediumEmber-1nonevsGranite 4.2 8BlowSeed-2.0-CodenonevsLaguna S 2.1highInapatikana bureEmber-1nonevsMercury 2.5lowSeed-2.0-CodenonevsKAT-Coder-Air V2.5lowSeed-2.0-CodenonevsGranite 4.2 8BmediumSeed-2.0-CodenonevsLaguna S 2.1mediumInapatikana bureSeed-2.0-CodenonevsNemotron 3.5 LightningmediumInapatikana bureSeed-2.0-CodenonevsMistral Small 4mediumSeed-2.0-CodenonevsGranite 4.2 8Blow