Karada vs Ox Alpha

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

Karada compared with Ox Alpha
Detail	Karada	Ox Alpha
What it does	Auto-compile APIs into Go MCP servers with 1-click plugins and unified gateway distribution	Free stealth reasoning model for coding, agentic work, and multimodal workflows available through OpenRouter
Stage	Not given	Not given
Founded	Not given	Not given
Based in	IN	Not given
Pricing model	Freemium	Free
Pricing	Hobby free forever with 5 Go MCP servers, 1 gateway, 100k requests/month, and community support. Gateway Pro $19 USD/month with 10 multiplexed gateways, enhanced gateway, encrypted secret vault, and 500k requests/month. All-Access Pro $49 USD/month with everything in Gateway Pro plus up to 100 Go MC	$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
Key features	Auto-compile OpenAPI, Swagger, and Postman collections into native Go MCP servers Composable plugin layer: Sentry tracing, GA4 analytics, AI firewalls, rate limiting, secret vaults CI/CD auto-sync keeps servers updated with zero downtime Autonomous agent orchestrator (karada_agent) eliminates context bloat Sub-5ms execution latency on Streamable HTTP transport Spec-to-server compilation in under 2-5 minutes Private MCP registry for secure tool distribution	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
What makes it different	Complete 4-layer lifecycle eliminates need for brittle TypeScript/Python adapters and manual scaling Context-aware gateway reduces token usage by 95% by routing execution server-side instead of prompt stuffing Native Go performance with Streamable HTTP instead of slower runtime environments One-click plugins and hot-reload without code changes or server restarts	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
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)	1 −1 (down) since last check	Not checked yet −1 (down) since last check
Trust Flow (Majestic)	9	0
Citation Flow (Majestic)	25	17
Referring domains (Majestic)	76	11

5 details filled in for both companies.

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