
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.
網站月造訪量估算

資料為該網域的 Similarweb 流量估算,不是活躍使用者數。僅顯示有資料的統計月份;擷取時間與流量統計月份分別標示。
擷取於 2026年11月11日
這是編輯給出的評估,滿分 5 分,不是使用者評分的平均值。 本頁的各方觀點由 AI 根據產品資訊歸納,不是真實使用者的評價。
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)。
服務端更新 agent 技能真的一絕。
追蹤與評估工具很齊全。
以下短評基於實時網頁探查、定價機制與同類基準由 AI 綜合生成,用於呈現不同情境下的常見亮點與槽點,非實名真實用戶留言。
Serverless LLM function calling hosted in the cloud, so agent tools are decoupled from client releases and update instantly for every agent.
Full visibility into every prompt, tool call, and decision so you can locate the exact step where an agent interaction went wrong.
Catch regressions before they reach customers and keep agents on-brand and on-policy with built-in safety rules.
Framework-agnostic access to GPT, Claude, Gemini, and DeepSeek families served from globally distributed providers for low latency.
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.
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.
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.
Trace each decision and tool call to isolate the failing step behind a dropped customer interaction, then fix with evidence rather than guesswork.
Run evaluations and guardrails on new agent versions so on-brand, on-policy behavior is proven safe before a single customer sees it.
Use BYOC, VPC, SSO/SAML, audit logs, and data residency to host agent skills centrally with access control and compliance.
同一分類下同類 AI 工具的流量並排比較
| 排名 | AI 工具 | 每月造訪次數 | 月增幅 | 直接流量占比 | 價格 | 正面對決 |
|---|---|---|---|---|---|---|
| ● | Vivgrid | 3743 | +71.1% | 40% 直接流量 | 免費增值 | 目前產品 |
| 1 | LangWatch | 5.21萬 | +73% | 56% 直接流量 | 需聯絡報價 | 對比 LangWatch |
| 2 | BLACKBOX.AI | 62.3萬 | -27.2% | 35% 直接流量 | 免費試用、付費 | 對比 BLACKBOX.AI |
| 3 | Maxim AI | 12.14萬 | +10% | 32% 直接流量 | Contact for Pricing, Free Open Source | 對比 Maxim AI |
| 4 | Portkey | 19.57萬 | -9.4% | 62% 直接流量 | 免費增值、付費、需聯絡報價 | 對比 Portkey |
| 5 | Composio | 278.26萬 | +22.8% | 45% 直接流量 | 免費增值、需聯絡報價 | 對比 Composio |
| 6 | Mastra | 31.9萬 | -5% | 44% 直接流量 | 免費增值、需聯絡報價 | 對比 Mastra |
高可信前沿推論,端到端加密

免費 / 開源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
免費 / 開源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.

免費 / 開源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免費 / 開源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免費 / 開源打造、模擬、評估並監控能自我改進的 AI 代理
高吞吐開源權重模型推論,依延遲分級定價

免費 / 開源面向生產級 AI 的代理可觀測性、評估與持續改進平台
在正式環境觀測、評估與監控 AI 代理