# Vivgrid

依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，Vivgrid（vivgrid.com）是收錄於 AI Agent 的 AI 平台，每月產生 3743 次造訪，月流量變化量為 +1556（+71.1%）。其主要地理市場為美國（流量佔比 45.9%），並採用免費增值定價模式。依每月流量計算的主要競爭替代方案包括 LangWatch（每月 5.21萬次造訪），BLACKBOX.AI（每月 62.3萬次造訪），Maxim AI（每月 12.14萬次造訪）。

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.

## 主要觀測資料與規格

| 指標 | 數值 |
| :--- | :--- |
| 工具名稱 | Vivgrid |
| 代稱 | vivgrid |
| Status | active |
| Origin | independent |
| Maintenance | active |
| 官方網域 | vivgrid.com |
| 網站網址 | https://vivgrid.com |
| 分類 | AI Agent, AI 開發者工具, AI 監控, AI 測試 |
| 定價模式 | 免費增值 |
| 每月造訪次數 | 3,743 |
| 月流量變化 | 1,556 |
| 月成長率 | +71.1% |
| 主要市場 | 美國 |
| 市佔率 | 45.9% |
| 直接造訪 | 1,479 |
| 自然搜尋造訪 | — |
| 社群造訪 | — |
| 推薦流量造訪 | 369 |
| 電子郵件造訪 | 120 |
| 評論分數 | 4.2 |
| 收藏數 | 0 |
| 支援平台 | 網站 |
| 帳務平台 |  |
| 屬性 | 功能: 網站; 價格: 免費增值 |
| 標籤 | AI 智慧代理, LLM, AI 可觀測性, AI 偵錯, 人工智慧評估, AI 測試, AI 部署, 多代理系統, 大型語言模型函式呼叫, 無伺服器, Golang, OpenAI API, Anthropic Claude API, Google Gemini API, AI 基礎設施, 安全護欄, AI 監控, GPU 網路, AI 編排 |

## 總覽

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.

## 價格與方案

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.

## 關鍵功能與能力

- **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.

## 主要使用情境

- **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.

## 優勢

- 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

## 限制

- 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

## 常見問題

### 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.

### Vivgrid 的每月流量與成長趨勢為何？
Vivgrid 目前每月有 3743 次造訪，月流量變化為 +1556（成長率 +71.1%）。其主要來源市場為美國（佔比 45.9%），其中包含每月 1479 次直接造訪與每月 — 次自然搜尋造訪。

### Vivgrid 是免費的嗎？其定價模式為何？
Vivgrid 採用免費增值定價模式。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. 支援的帳務與結帳平台包括：未列出。

### 2026 年最佳的 Vivgrid 替代方案有哪些？
依據 OpenAITools.app 的分類流量與功能契合度，Vivgrid 的前五大替代方案為：1. LangWatch（每月 5.21萬次造訪）; 2. BLACKBOX.AI（每月 62.3萬次造訪）; 3. Maxim AI（每月 12.14萬次造訪）; 4. Portkey（每月 19.57萬次造訪）; 5. Composio（每月 278.26萬次造訪）。

### Vivgrid 支援哪些平台與核心 AI 能力？
Vivgrid 分類於 AI Agent, AI 開發者工具, AI 監控, AI 測試，支援以下平台：網站，其核心能力標籤包括：AI 智慧代理, LLM, AI 可觀測性, AI 偵錯, 人工智慧評估, AI 測試。

## 替代方案

| 工具名稱 | 每月造訪次數 | 定價模式 | 比較 |
| :--- | :--- | :--- | :--- |
| [LangWatch](https://openaitools.app/tw/tool/langwatch) | 52,098 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/langwatch-vs-vivgrid) |
| [BLACKBOX.AI](https://openaitools.app/tw/tool/blackbox-ai-1) | 622,975 | 免費試用、付費 | [比較](https://openaitools.app/tw/compare/blackbox-ai-1-vs-vivgrid) |
| [Maxim AI](https://openaitools.app/tw/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [比較](https://openaitools.app/tw/compare/maxim-ai-vs-vivgrid) |
| [Portkey](https://openaitools.app/tw/tool/portkey-ai) | 195,650 | 免費增值、付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/portkey-ai-vs-vivgrid) |
| [Composio](https://openaitools.app/tw/tool/composio) | 2,782,603 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/composio-vs-vivgrid) |
| [Mastra](https://openaitools.app/tw/tool/mastra) | 318,954 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/mastra-vs-vivgrid) |
| [Future AGI](https://openaitools.app/tw/tool/future-agi) | 121,741 | Freemium, Usage-based | [比較](https://openaitools.app/tw/compare/future-agi-vs-vivgrid) |
| [Doubleword](https://openaitools.app/tw/tool/doubleword) | 21,405 | 付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/doubleword-vs-vivgrid) |
| [Arize AI](https://openaitools.app/tw/tool/arize-com) | 249,028 | 付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/arize-com-vs-vivgrid) |
| [Respan](https://openaitools.app/tw/tool/respan) | 91,503 | 免費增值 | [比較](https://openaitools.app/tw/compare/respan-vs-vivgrid) |
| [honeyhive.ai](https://openaitools.app/tw/tool/honeyhive-ai) | 8,835 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/honeyhive-ai-vs-vivgrid) |
| [Morph](https://openaitools.app/tw/tool/morph-apply-ai-edits-to-files-fast) | 306,961 | 免費試用、需聯絡報價 | [比較](https://openaitools.app/tw/compare/morph-apply-ai-edits-to-files-fast-vs-vivgrid) |

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來源：https://openaitools.app/tw/tool/vivgrid