기업 환경에서 AI API 비용은 단순한 기술 선택이 아니라 경영 의사결정입니다. 이번 보고서는 2026년 5월 기준 주요 클라우드 플랫폼의 AI API 단가를 전면 비교하고, HolySheep AI를 포함한 각 채널의 실제 도입 비용과 숨겨진 비용을 분석합니다. 이 데이터는 연간 1억 토큰 이상 소비하는 기업의 구매 협상 테이블 위에서 바로 활용할 수 있습니다.
배경: 왜 지금 토큰 단가 비교인가
제조업 RAG 시스템运维 리더 김성호 씨(가명)의 사례를 보겠습니다. 사내 계약서 분석 시스템을 구축하면서 월 5,000만 토큰을 처리해야 했습니다. OpenAI 공식 직연결로 시작했지만, 프롬프트 최적화를 해도 월 4만 달러가 넘었고, Azure로 마이그레이션하면 계약 감면이 가능하다는 영업 제안에 고민이 깊어졌습니다. 동시에 AWS Bedrock의 Claude 접근과 Google Vertex AI의 Gemini 2.5 Flash 가격 경쟁력을 동시에 비교해야 하는 상황이었죠.
이 글은 그런抉择의 기로에 선 개발자와 procurement 담당자를 위한 실전 벤치마크입니다.
토큰 단가 비교표: 2026년 5월 기준
| 공급자 / 채널 | 모델 | 입력 ($/MTok) | 출력 ($/MTok) | 출력/입력 비율 | htts://api.holysheep.ai/v1 | htts://api.holysheep.ai/v1 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