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Ox Alpha vs Isothrum

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Ox Alpha compared with Isothrum
DetailOx Alpha logo Ox AlphaIsothrum logo Isothrum
What it doesFree stealth reasoning model for coding, agentic work, and multimodal workflows available through OpenRouter A GNS3-style editor for containers, VMs, switches and routers that runs in your browser
StageNot given Not given
FoundedNot given 2022
Based inNot given FR
Pricing modelFree Free
Pricing$0 per million input tokens, $0 per million output tokens during preview; TryOXAlpha hosted chat offers 5 free guest replies, 15 additional replies after account creation, and 100 AI replies for $4.99 one-time purchase Not given
Key features
  • 1,048,576-token context window
  • Multimodal inputs: text, image, and video
  • Tool calling and structured outputs
  • Configurable reasoning efforts: low, high, and max
  • OpenAI-compatible API endpoint
  • Supported through OpenRouter model ID stealth/ox-alpha
  • 131,072 output tokens maximum
  • Visual lab editor with drag-and-drop interface for network devices
  • Mix containers and VMs in the same lab
  • Configure switches with VLANs and trunks
  • Automatic or manual routing between networks
  • Add network conditions like latency, jitter and packet loss
  • Export to Docker Compose, Vagrant, Proxmox, Kubernetes and cloud platforms
  • Import GNS3 projects and convert them to labs
  • Real-time validation as you design
  • Desktop app with consoles, VNC screens and packet capture
  • Works offline and runs entirely in the browser
What makes it different
  • 1M token context window for repository-scale coding tasks
  • Multimodal support combining code with screenshots and diagrams
  • Free preview pricing during stealth release
  • Tool calling and structured output for agentic workflows
  • Runs in your browser with no installation or account required
  • Exports to multiple environments from one lab design
  • Private by design with no data leaving your browser
  • Open isoloom.yml format that you own and can version control
  • Can import and convert existing GNS3 projects
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet −1 (down) since last check2 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)170
Referring domains (Majestic)110

4 details filled in for both companies.

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