# Postgres Sandbox vs Replicate AI

Postgres Sandbox는 월간 방문 445, 전월 대비 성장률 -17.3%, 무료 가격 모델을 기록합니다. Replicate AI는 월간 방문 904,038, 성장률 -8.4%, 유료 가격 모델을 기록합니다.

| 지표 | [Postgres Sandbox](https://openaitools.app/ko/tool/postgres-sandbox) | [Replicate AI](https://openaitools.app/ko/tool/replicate-ai) |
| :--- | :--- | :--- |
| 웹사이트 URL | https://postgres.new | https://replicate.com |
| 카테고리 | AI 개발자 도구, AI 어시스턴트, AI 코드 어시스턴트 | AI API, AI 모델, AI 개발자 도구, 오픈소스 AI 모델 |
| 가격 모델 | 무료 | 유료 |
| 월간 방문 수 | 445 | 904,038 |
| 전월 대비 성장률 | -17.3% | -8.4% |
| 주요 시장 | 아르헨티나 | 미국 |
| 직접 방문 | 183 | 577,501 |
| 리뷰 점수 | 4.5 | 4.6 |
| 저장 수 | 0 | 5 |
| 지원 플랫폼 | 웹사이트 | 웹사이트 |

## Postgres Sandbox

Postgres Sandbox (postgres.new) spins up real PostgreSQL databases directly in your browser using PGlite. Write SQL and a fresh database is created automatically — no install, no server. It pairs that sandbox with AI assistance for generating SQL, plus support for CSV import, charts, ER diagrams and semantic search experiments.

**가격 및 요금제:** Free. Postgres Sandbox runs in the browser at no cost — there is no install, no account requirement mentioned and no paid tier advertised. Just open the page and a PostgreSQL database is created as you start writing SQL.

- **Instant in-browser Postgres:** A new PostgreSQL database is created automatically in your browser via PGlite — no server, no installation, no configuration.
- **AI SQL generation:** An AI assistant helps generate and reason about SQL from natural-language prompts, lowering the barrier for schema and query work.
- **CSV import:** Load CSV data and start querying it directly, which makes the sandbox handy for quick analysis and data exploration.
- **Charts and ER diagrams:** Turn query results into charts and draw ER diagrams to visualise table relationships within the same workspace.
- **Semantic search and RAG:** Explore RAG and semantic-search style workflows against your data, using the sandbox to prototype AI data features.
- **Real Postgres semantics:** Because it is real PostgreSQL, SQL you write here behaves like SQL you write on a server, so results transfer.

**강점:** Runs real PostgreSQL with no install or server setup; AI assistance lowers the learning curve for SQL; CSV import, charts, ER diagrams and semantic search in one place; Genuinely free and instant to try in the browser

**한계:** Data lives in the browser session, so it is not a persistent production database; Persistent storage depends on browser/IndexedDB and can be cleared; Not a substitute for a managed Postgres server for real applications; AI-generated SQL should still be reviewed before running

[Profile (Markdown)](https://openaitools.app/ko/tool/postgres-sandbox.md)

## Replicate AI

Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.

**가격 및 요금제:** Paid, usage-based — you only pay for what you use. Most public models are billed by runtime at per-second hardware rates; some models are billed per input and output (for example, $0.04 per output image on Flux 1.1 Pro, $3.75 per million input tokens on DeepSeek R1). Published GPU hardware ranges from about $0.81/hr for a T4 up to roughly $43.92/hr for 8x H100. Private deployments bill for setup, idle, and active time on dedicated hardware, and you can start for free. Enterprise and volume discounts available.

- **Thousands of models behind one API:** Run image, video, audio, speech, and language models through a uniform API surface, with official models for FLUX, Nano Banana, Seedream, Grok Imagine, MiniMax, Wan, Seedance, and more.
- **One-line-of-code inference:** Set up a model in minutes and make an API call in Python, Node, or plain HTTP after authenticating with an API token.
- **Cog packaging and custom deployments:** Package your own model with Cog, an open-source tool for packaging machine learning models, and deploy it on dedicated hardware that scales up and down with demand.
- **Model fine-tuning:** Fine-tune models on your own data, including fast-booting fine-tunes that are billed only while actively processing requests rather than for idle time.
- **Published hardware and inference rates:** Transparent per-second hardware rates across CPU, T4, L40S, A100, H100, and H200 configurations, with committed-spend options for multi-GPU capacity.

**강점:** Very broad model catalog spanning image, video, audio, speech, and LLMs behind one consistent API; Usage-based billing with openly published per-second hardware and per-output model rates; Cog makes it straightforward to package and deploy your own private models; Automatic scaling handles traffic spikes without manual capacity planning

**한계:** Costs are consumption-based and can rise quickly with heavy traffic or always-on private deployments; Private models bill for idle and setup time, not just request processing, unless they are fast-booting fine-tunes; Long-running GPU models can queue on shared public capacity during peak periods; It is an infrastructure layer, so you still need your own prompts, pipelines, and application code

[Profile (Markdown)](https://openaitools.app/ko/tool/replicate-ai.md)

## 자주 묻는 질문

### Postgres Sandbox과(와) Replicate AI의 월간 트래픽은 어떻게 비교되나요?

Postgres Sandbox의 월간 방문 수는 445이고, Replicate AI는 904,038입니다. 트래픽 추정치는 제품 품질이 아니라 사용자 규모를 나타냅니다.

### 두 도구의 성장률은 어떻게 비교되나요?

Postgres Sandbox의 전월 대비 성장률은 -17.3%이며, Replicate AI는 -8.4%입니다.

### 가격은 어떻게 비교되나요?

Postgres Sandbox: 무료. Free. Postgres Sandbox runs in the browser at no cost — there is no install, no account requirement mentioned and no paid tier advertised. Just open the page and a PostgreSQL database is created as you start writing SQL. Replicate AI: 유료. Paid, usage-based — you only pay for what you use. Most public models are billed by runtime at per-second hardware rates; some models are billed per input and output (for example, $0.04 per output image on Flux 1.1 Pro, $3.75 per million input tokens on DeepSeek R1). Published GPU hardware ranges from about $0.81/hr for a T4 up to roughly $43.92/hr for 8x H100. Private deployments bill for setup, idle, and active time on dedicated hardware, and you can start for free. Enterprise and volume discounts available.

## 대안

| # | 도구 이름 | 월간 방문 수 | 전월 대비 성장률 | 가격 모델 | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Cursor](https://openaitools.app/ko/tool/cursor) | 23,297,751 | +8.4% | 무료+유료 | 야심찬 소프트웨어를 만드는 AI 코딩 에이전트 | [.md](https://openaitools.app/ko/tool/cursor.md) |
| 2 | [OpenRouter](https://openaitools.app/ko/tool/openrouter-ai) | 19,941,437 | -6.2% | 유료 | 다양한 제공자에 걸쳐 텍스트 및 멀티모달 프롬프트를 라우팅하는 데 탁월하지만, Replicate의 전용 맞춤형 ML 배포 기능은 없습니다. | [.md](https://openaitools.app/ko/tool/openrouter-ai.md) |
| 3 | [fal.ai](https://openaitools.app/ko/tool/fal-ai) | 3,093,684 | -3.7% | Paid, pay-as-you-go usage-based pricing | 이미지 및 비디오 모델을 위한 더 빠른 서버리스 실행을 제공하지만, Replicate에 비해 일반화된 커스텀 모델 배포 기능은 다소 적습니다. | [.md](https://openaitools.app/ko/tool/fal-ai.md) |
| 4 | [Together AI](https://openaitools.app/ko/tool/together-ai) | 1,645,930 | +64.9% | 무료+유료, 유료 | LLM 추론과 파인튜닝에 더 집중하지만, Replicate처럼 커뮤니티가 선별한 다양한 미디어 모델 카탈로그는 부족합니다. | [.md](https://openaitools.app/ko/tool/together-ai.md) |
| 5 | [Unsloth AI](https://openaitools.app/ko/tool/unsloth-ai) | 887,457 | -17.6% | 무료 | Specializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API. | [.md](https://openaitools.app/ko/tool/unsloth-ai.md) |
| 6 | [Atlas Cloud](https://openaitools.app/ko/tool/atlas-cloud) | 777,031 | -16.4% | 유료 | Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem. | [.md](https://openaitools.app/ko/tool/atlas-cloud.md) |
| 7 | [Fireworks](https://openaitools.app/ko/tool/fireworks-ai) | 659,687 | +6% | 가격 문의 | 오픈 모델에 대해 뛰어나게 빠른 추론 속도를 제공하지만, Replicate보다 모델 선택 폭이 좁습니다. | [.md](https://openaitools.app/ko/tool/fireworks-ai.md) |
| 8 | [DeepInfra](https://openaitools.app/ko/tool/deep-infra) | 457,810 | -8.9% | 유료 | 오픈 웨이트 모델 실행 비용이 훨씬 저렴하지만, 고급 맞춤 학습 및 배포 기능은 Replicate에 비해 적습니다. | [.md](https://openaitools.app/ko/tool/deep-infra.md) |
| 9 | [Convex](https://openaitools.app/ko/tool/convex) | 390,417 | -18.7% | 무료+유료, 유료 | 데이터베이스, 함수, AI 게이트웨이를 통합한 리액티브 TypeScript 백엔드 | [.md](https://openaitools.app/ko/tool/convex.md) |
| 10 | [Pollinations](https://openaitools.app/ko/tool/pollinations) | 316,875 | +22.8% | 무료 | 생성 AI 개발자를 위한 개방형 인프라와 단일 API | [.md](https://openaitools.app/ko/tool/pollinations.md) |

---
출처: https://openaitools.app/ko/compare/postgres-sandbox-vs-replicate-ai

More Markdown: [카테고리](https://openaitools.app/ko/categories.md) · [트래픽 순위](https://openaitools.app/ko/rankings.md) · [llms.txt](https://openaitools.app/ko/llms.txt)