Coder records 149,417 monthly visits with -12.8% month-over-month growth and Free Trial, Contact for Pricing, Free pricing. Cognitora records 0 monthly visits with — growth and Open Source pricing.
Self-hosted cloud development environments and AI coding agents for enterprise teams
Open-source distributed LLM inference orchestration for your own fleet
| Dimension / Metric | | |
|---|---|---|
| Official Domain | coder.com | cognitora.dev |
| Pricing Model | Free Trial, Contact for Pricing, Free | Open Source |
| Monthly Visits | 149.42K (149,417) | 0 (0) |
| MoM Traffic Delta | -21.97K (-12.8%) | 0 (—) |
| Primary Market & Share | 🇺🇸 United States (20.9%) | 🌐 Global (—) |
| Direct Visits / mo | 63.19K | 0 |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |
Self-hosted cloud development environments and AI coding agents for enterprise 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.
Open-source distributed LLM inference orchestration for your own fleet
Routes each request to the node whose cache holds the longest matching prompt prefix, using longest-prefix overlap of BLAKE3 sequence digests to avoid repeated prefill work.
One OpenAI-compatible API in front of vLLM, SGLang, llama.cpp, Apple MLX and a TRT-LLM spawn driver, so you can mix engines inside a single cluster.
Runs prefill and decode on separate replica pools with KV handoff through NixlConnector, letting each phase use hardware suited to it.
Folds Redfish and NVML power readings into routing scores, applies soft per-node watt caps, and drains hot nodes automatically to cut energy per token.
AI-native code editor optimized for multi-file coding agents, but lacks Coder's enterprise cloud workspace provisioning.
AI-native code editor optimized for multi-file coding agents, but lacks Coder's enterprise cloud workspace provisioning.
Agentic development platform with IDE and CLI for parallel AI coding agents, but less focused on infrastructure self-hosting.
Agentic development platform with IDE and CLI for parallel AI coding agents, but less focused on infrastructure self-hosting.
The AI developer cloud for GPU pods, serverless inference and clustering
Free / Open-sourceTogether 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.
Free / Open-sourceTogether 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.
Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
Free / Open-sourceServerless cloud infrastructure for AI and data workloads
Free / Open-sourceServerless cloud infrastructure for AI and data workloads
An AI-native cloud built from silicon to API for training, tuning, and serving models
An AI-native cloud built from silicon to API for training, tuning, and serving models
Free / Open-sourceDistributed GPU cloud that orchestrates the world's idle consumer GPUs
Free / Open-sourceDistributed GPU cloud that orchestrates the world's idle consumer GPUs
Hosted cloud sandbox built for AI agent harnesses, but less integrated into enterprise developer workflows than Coder.
Hosted cloud sandbox built for AI agent harnesses, but less integrated into enterprise developer workflows than Coder.
Free / Open-sourcePersistent Ubuntu cloud VMs built for AI agent factories
Free / Open-sourceAgent-native cloud infrastructure that lets coding agents run the whole backend stack
Provides persistent Linux virtual machines with root SSH access for developers, but lacks team workspace governance controls.
Provides persistent Linux virtual machines with root SSH access for developers, but lacks team workspace governance controls.
