# Vivgrid

2026-11-11에 검증된 OpenAITools.app 텔레메트리에 따르면, Vivgrid(vivgrid.com)은(는) AI Agent에 색인된 AI 플랫폼으로 월 3.74천회 방문을 기록 중이며, 전월 대비 트래픽 변화량은 +1.56천(+71.1%)입니다. 주요 지리적 시장은 미국(트래픽 점유율 45.9%)이며, 무료+유료 가격 모델로 운영됩니다. 월간 트래픽 기준 주요 경쟁 대안으로는 LangWatch (월 5.21만회 방문), BLACKBOX.AI (월 62.3만회 방문), Maxim AI (월 12.14만회 방문) 등이 있습니다.

Vivgrid is a managed platform for building and operating AI agents in production. Its core idea is Managed Skills: serverless LLM function calling that runs your agent tools in the cloud, decoupled from the client so prompts, models, and tools can be updated server-side without shipping a new app release. Around that, Vivgrid bundles observability, debugging, evaluation, safety guardrails, orchestration, and globally distributed inference.

## 주요 텔레메트리 및 사양

| 지표 | 값 |
| :--- | :--- |
| 도구 이름 | Vivgrid |
| 핸들 | vivgrid |
| Status | active |
| Origin | independent |
| Maintenance | active |
| 공식 도메인 | vivgrid.com |
| 웹사이트 URL | https://vivgrid.com |
| 카테고리 | AI Agent, AI 개발자 도구, AI 모니터링, AI 테스팅 |
| 가격 모델 | 무료+유료 |
| 월간 방문 수 | 3,743 |
| 전월 대비 트래픽 변화 | 1,556 |
| 전월 대비 성장률 | +71.1% |
| 주요 시장 | 미국 |
| 시장 점유율 | 45.9% |
| 직접 방문 | 1,479 |
| 자연 검색 방문 | — |
| 소셜 방문 | — |
| 추천 방문 | 369 |
| 이메일 방문 | 120 |
| 리뷰 점수 | 4.2 |
| 저장 수 | 0 |
| 지원 플랫폼 | 웹사이트 |
| 결제 플랫폼 |  |
| 속성 | 기능: 웹사이트; 가격: 무료+유료 |
| 태그 | AI 에이전트, LLM, AI 관측성, AI 디버깅, AI 평가, AI 테스트, AI 배포, 멀티 에이전트 시스템, LLM 함수 호출, 서버리스, Golang, OpenAI API, Anthropic Claude API, Google Gemini API, AI 인프라, 안전 가드레일, AI 모니터링, GPU 네트워크, AI 오케스트레이션 |

## 개요

Vivgrid is a managed platform for building and operating AI agents in production. Its core idea is Managed Skills: serverless LLM function calling that runs your agent tools in the cloud, decoupled from the client so prompts, models, and tools can be updated server-side without shipping a new app release. Around that, Vivgrid bundles observability, debugging, evaluation, safety guardrails, orchestration, and globally distributed inference.

## 가격 및 요금제

Freemium with three tiers. Free starts at $0 with pay-as-you-go model usage, Managed Skills and Memory included, 5M TPM / 100 RPM rate limits, 1-day API log retention, and email support. Growth is $25/month and includes $25 in token credits each month, higher limits (15M TPM / 3,000 RPM), latest frontier models, Agent Insights, and 90-day log retention. Enterprise is custom-priced and adds BYOC, volume pricing, custom SLAs, SSO/SAML, audit logs, VPC/private deployments, and data residency. Model usage is billed per token. Approved open-source maintainers can request $200/month in free credits.

## 주요 기능 및 역량

- **Managed Skills:** Serverless LLM function calling hosted in the cloud, so agent tools are decoupled from client releases and update instantly for every agent.
- **Tracing & Debugging:** Full visibility into every prompt, tool call, and decision so you can locate the exact step where an agent interaction went wrong.
- **Evaluation & Guardrails:** Catch regressions before they reach customers and keep agents on-brand and on-policy with built-in safety rules.
- **Geo-distributed Inference:** Framework-agnostic access to GPT, Claude, Gemini, and DeepSeek families served from globally distributed providers for low latency.
- **Agent Insights & BYOC:** See what customers ask and what it costs, and on Enterprise route sensitive requests to your own GPUs while keeping API keys in your cloud.

## 주요 활용 사례

- **Ship agent changes without releases (AI Engineer):** Move prompt, model, and tool logic server-side so a skill update reaches every deployed agent in minutes instead of waiting on an app release.
- **Debug production agent failures (Platform / SRE Team):** Trace each decision and tool call to isolate the failing step behind a dropped customer interaction, then fix with evidence rather than guesswork.
- **Regression-test agents before launch (QA & Product Team):** Run evaluations and guardrails on new agent versions so on-brand, on-policy behavior is proven safe before a single customer sees it.
- **Meet security and residency needs (Enterprise Architect):** Use BYOC, VPC, SSO/SAML, audit logs, and data residency to host agent skills centrally with access control and compliance.

## 강점

- Keeps prompts, models, and tools server-side so agents improve without client release cycles
- Bundles observability, evaluation, guardrails, and orchestration in one platform
- Framework-agnostic API spans frontier model families from multiple providers
- Geo-distributed inference targets sub-50 ms latency for global users
- Enterprise path includes BYOC, VPC, SSO/SAML, and data residency
- Generous free tier plus $200/month credits program for open-source maintainers

## 한계

- Managed Skills approach assumes you accept server-side hosting of agent tool calls
- Per-token model usage is billed on top of the subscription, so total cost scales with traffic
- Advanced governance features like SSO, audit logs, and VPC are Enterprise-only
- Some capabilities such as Agent Insights require the paid Growth tier

## 자주 묻는 질문

### What is Vivgrid?
Vivgrid is a Managed Skills platform for enterprise AI agents. It provides serverless LLM function calling so agent tools run in the cloud, plus observability, evaluation, guardrails, and globally distributed inference.

### Is Vivgrid an official OpenAI, Anthropic, or Google product?
No. Vivgrid is an independent third-party platform. It supports model families from OpenAI, Anthropic, Google, and DeepSeek through a single framework-agnostic API, but it is not affiliated with or endorsed by those vendors.

### How much does Vivgrid cost?
There is a Free tier starting at $0 with pay-as-you-go model usage, a Growth plan at $25/month that includes $25 in monthly token credits and higher limits, and custom Enterprise pricing. Model usage is billed per token on top of the plan.

### Which LLMs does Vivgrid support?
Vivgrid supports frontier models including the GPT, Claude, Gemini, and DeepSeek families through one API, served from geo-distributed providers for low latency.

### Can I keep data in my own infrastructure?
On the Enterprise plan, BYOC lets you plug in your own GPUs so sensitive requests are auto-routed to a private cluster, and API keys never leave your cloud. VPC and private deployments plus data residency are also available.

### Vivgrid의 월간 트래픽과 성장 추세는 어떠한가요?
Vivgrid은(는) 현재 월 3.74천회 방문을 기록 중이며, 전월 대비 트래픽 변화량은 +1.56천(성장률 +71.1%)입니다. 주요 유입 시장은 미국(점유율 45.9%)이며, 여기에는 월 직접 방문 1.48천회와 월 자연 검색 방문 —회가 포함됩니다.

### Vivgrid은(는) 무료인가요? 가격 모델은 무엇인가요?
Vivgrid은(는) 무료+유료 가격 모델로 운영됩니다. Freemium with three tiers. Free starts at $0 with pay-as-you-go model usage, Managed Skills and Memory included, 5M TPM / 100 RPM rate limits, 1-day API log retention, and email support. Growth is $25/month and includes $25 in token credits each month, higher limits (15M TPM / 3,000 RPM), latest frontier models, Agent Insights, and 90-day log retention. Enterprise is custom-priced and adds BYOC, volume pricing, custom SLAs, SSO/SAML, audit logs, VPC/private deployments, and data residency. Model usage is billed per token. Approved open-source maintainers can request $200/month in free credits. 지원되는 결제 및 체크아웃 플랫폼에는 등록되지 않음 등이 있습니다.

### 2026년 최고의 Vivgrid 대안은 무엇인가요?
OpenAITools.app의 카테고리 트래픽과 기능 적합도를 기준으로 할 때 Vivgrid의 상위 5개 대안은 다음과 같습니다: 1. LangWatch (월 5.21만회 방문); 2. BLACKBOX.AI (월 62.3만회 방문); 3. Maxim AI (월 12.14만회 방문); 4. Portkey (월 19.57만회 방문); 5. Composio (월 278.26만회 방문).

### Vivgrid은(는) 어떤 플랫폼과 핵심 AI 역량을 지원하나요?
Vivgrid은(는) AI Agent, AI 개발자 도구, AI 모니터링, AI 테스팅으로 분류되며 다음 플랫폼을 지원합니다: 웹사이트. 핵심 역량 태그에는 AI 에이전트, LLM, AI 관측성, AI 디버깅, AI 평가, AI 테스트 등이 있습니다.

## 대안

| 도구 이름 | 월간 방문 수 | 가격 모델 | 비교 |
| :--- | :--- | :--- | :--- |
| [LangWatch](https://openaitools.app/ko/tool/langwatch) | 52,098 | 가격 문의 | [비교](https://openaitools.app/ko/compare/langwatch-vs-vivgrid) |
| [BLACKBOX.AI](https://openaitools.app/ko/tool/blackbox-ai-1) | 622,975 | 무료 체험, 유료 | [비교](https://openaitools.app/ko/compare/blackbox-ai-1-vs-vivgrid) |
| [Maxim AI](https://openaitools.app/ko/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [비교](https://openaitools.app/ko/compare/maxim-ai-vs-vivgrid) |
| [Portkey](https://openaitools.app/ko/tool/portkey-ai) | 195,650 | 무료+유료, 유료, 가격 문의 | [비교](https://openaitools.app/ko/compare/portkey-ai-vs-vivgrid) |
| [Composio](https://openaitools.app/ko/tool/composio) | 2,782,603 | 무료+유료, 가격 문의 | [비교](https://openaitools.app/ko/compare/composio-vs-vivgrid) |
| [Mastra](https://openaitools.app/ko/tool/mastra) | 318,954 | 무료+유료, 가격 문의 | [비교](https://openaitools.app/ko/compare/mastra-vs-vivgrid) |
| [Future AGI](https://openaitools.app/ko/tool/future-agi) | 121,741 | Freemium, Usage-based | [비교](https://openaitools.app/ko/compare/future-agi-vs-vivgrid) |
| [Doubleword](https://openaitools.app/ko/tool/doubleword) | 21,405 | 유료, 가격 문의 | [비교](https://openaitools.app/ko/compare/doubleword-vs-vivgrid) |
| [Arize AI](https://openaitools.app/ko/tool/arize-com) | 249,028 | 유료, 가격 문의 | [비교](https://openaitools.app/ko/compare/arize-com-vs-vivgrid) |
| [Respan](https://openaitools.app/ko/tool/respan) | 91,503 | 무료+유료 | [비교](https://openaitools.app/ko/compare/respan-vs-vivgrid) |
| [honeyhive.ai](https://openaitools.app/ko/tool/honeyhive-ai) | 8,835 | 무료+유료, 가격 문의 | [비교](https://openaitools.app/ko/compare/honeyhive-ai-vs-vivgrid) |
| [Morph](https://openaitools.app/ko/tool/morph-apply-ai-edits-to-files-fast) | 306,961 | 무료 체험, 가격 문의 | [비교](https://openaitools.app/ko/compare/morph-apply-ai-edits-to-files-fast-vs-vivgrid) |

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출처: https://openaitools.app/ko/tool/vivgrid