Coder 每月有 149,417 次造訪,月增率 -12.8%,定價模式為免費試用、需聯絡報價、免費。Cognitora 每月有 0 次造訪,成長率 —,定價模式為 Open Source。

Coder is a self-hosted development infrastructure platform that gives engineering organizations secure, standardized cloud workspaces plus governance over the AI coding agents that run inside them. It is built for enterprises that need speed for developers and control for security and compliance teams.
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | coder.com | cognitora.dev |
| 定價模式 | 免費試用、需聯絡報價、免費 | Open Source |
| 每月造訪次數 | 14.94萬 (149,417) | 0 (0) |
| 月流量變化量 | -2.2萬 (-12.8%) | 0 (—) |
| 主要市場與市佔 | 🇺🇸 美國 (20.9%) | 🌐 全球 (—) |
| 每月直接造訪 | 6.32萬 | 0 |
| 使用者評分 | 4.6 | 4.6 |
| 支援平台 | 網站 | 網站 |

Coder is a self-hosted development infrastructure platform that gives engineering organizations secure, standardized cloud workspaces plus governance over the AI coding agents that run inside them. It is built for enterprises that need speed for developers and control for security and compliance teams.
Provision standardized, ephemeral development environments on your own cloud or data center infrastructure, defined as code with Terraform.
Run a native AI coding agent with the LLM of your choice, on secure, network-isolated infrastructure your team controls.
A centralized gateway observes LLM tool usage across environments and enforces policy, giving security teams visibility and auditability.
Connect VS Code, JetBrains, Cursor, Backstage, Devin, Kiro and dev containers so developers keep familiar workflows.

面向自有叢集的開源分散式大模型推論編排平台
依 BLAKE3 序列摘要的最長前綴重疊,把每個請求送往快取中已保存最相符提示詞前綴的節點,避免重複的預填充運算。
在 vLLM、SGLang、llama.cpp、Apple MLX 與 TRT-LLM 啟動驅動之前提供單一 OpenAI 相容 API,讓同一叢集內可混用多種引擎。
在不同副本池分別執行預填充與解碼,並透過 NixlConnector 交接 KV 快取,使兩個階段都能使用最合適的硬體。
把 Redfish 與 NVML 功耗讀數納入路由評分,施加軟性單節點瓦數上限,並自動排空過熱節點以降低每 token 能耗。
具備 IDE 與 CLI 的代理式開發平台,適合平行 AI 編碼代理,但較不專注於基礎設施自架。

免費 / 開源Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
免費 / 開源Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Nebius is an AI-focused cloud platform that gives teams non-virtualized NVIDIA GPU clusters, managed MLOps tooling, and a serverless inference layer so they can move from experiment to production on one stack.
Hosted cloud sandbox built for AI agent harnesses, but less integrated into enterprise developer workflows than Coder.