Ox Alpha vs DocFit

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 DocFit
Detail	Ox Alpha	DocFit
What it does	Free stealth reasoning model for coding, agentic work, and multimodal workflows available through OpenRouter	Your docs, updated the moment code merges.
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Free	Freemium
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	Free: for public repos (unlimited). Team: $49/month with 200 credits/month. Growth: $149/month with 700 credits/month. Docs PRs use 1–4 credits depending on quality preset (Fast ~1, Balanced ~2, Best ~4); 2 credits with own model key. Credit packs: 100 credits $29, 400 credits $99 (one-time, never e
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	Reads merged PRs and linked tickets to understand changes Identifies affected documentation pages with reasons Makes minimal targeted edits to documentation Runs build, lint, link checks and OpenAPI validation Opens pull requests for team review and merge Automatic code sample generation and validation Integrates with Jira, GitHub Issues and Slack Configurable quality presets (Fast, Balanced, Best) Dry-run backfill of last 5 merges without charges Nightly drift scan to detect outdated documentation
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	Deterministic signals first, not just AI guessing at semantic similarity Your team reviews every change; DocFit never merges directly Usage-based pricing with no per-seat fees Works with your existing docs platform and GitHub workflow Comprehensive verification before PR creation
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet −1 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	17	0
Referring domains (Majestic)	11	0

5 details filled in for both companies.

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