January 2026
Intermediate
404 pages
7h 22m
Korean
Content preview from AI 에이전트 엔지니어링
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55
2
장
에이전트 시스템 설계
표
2-2
일부 대형 모델의 성능과 비용
모델 메인테이너
MMLU
입력 비용* 출력 비용*
DeepSeek
-
v3
딥시크
87
.
2 2
.
75 3
.
65
Claude
4
Opus
Extended
Thinking
앤트로픽
86
.
5 75 125
Gemini
2
.
5
Pro
구글
86
.
2 12
.
5 25
Llama
3
.
1
Instruct
Turbo
405B
메타
84
.
5 1 1
o4
-
mini
오픈
AI 83
.
2 5
.
5 7
.
33
Grok
3 xAI 79
.
9 15 25
Nova
Pro
아마존
82
.
0 4 5
.
33
Mistral
Large
2
미스트랄
80
.
0 10 10
*
Llama
3
.
1
가격 대비 배수(입력 $
0
.
20
/출력 $
0
.
60
,
2025
년
11
월 기준)
[표
2
-
2
]의 가격은 원서의 출판 시점 (
2025
년
11
월)에 가장 저렴한
Llama
3
.
1
을 기준 (입력
100
만 토큰당 $
0
.
20
, 출력
100
만 토큰당 $
0
.
60
)으로 계산한 상대 비용입니다. 성능과 가격이
직접적으로 상관관계를 보이지 않는다는 점을 확인할 수 있습니다. 벤치마크 성능은 유용한 지
표이지만 작업에 따라 다른 결과를 보일 수 있습니다. 가능하다면 자신의 작업을 기준으로 직
접 모델을 비교해 가성비가 가장 좋은 모델을 고르는 편이 좋습니다.
모델 선택은 한 번 결정하고 끝날 문제가 아니라 에이전트 역량,
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.