OceanToken vs AgentReady

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

OceanToken compared with AgentReady
Detail	OceanToken	AgentReady
What it does	One OpenAI-compatible API and prepaid balance for nearly 500 AI models at lower prices	Compress prompts and reduce LLM API costs while preserving answers
Stage	Not given	Startup
Founded	Not given	2024
Based in	Not given	Not given
Pricing model	Freemium	Free
Pricing	Free models with limited throughput; paid models charged per unit (language models per 1 million input and output tokens, images per image, video per second, speech per 1,000 characters, transcription per minute). Prices vary by model with discounts up to 50% compared to official rates. Example: Dee	Open beta: $0/month with unlimited API calls, all features, and no credit card required. After beta: a generous free tier and simple usage plans with early users keeping their perks.
Key features	Nearly 500 AI models from leading publishers OpenAI-compatible and Anthropic-compatible API Text, image, video, speech and transcription models Per-key spending limits MCP server integration with Codex, Claude Code, Cursor, Gemini CLI Free models with limited throughput Per-model pricing with no platform fee Prepaid balance system AI Workspace for team collaboration and research	Compress long prompts, logs and documents by removing filler while preserving code, numbers and facts Convert web pages to clean Markdown instead of raw HTML Shrink JSON responses into TOON format with headers and CSV-like rows Available as MCP server for Claude, Cursor, Windsurf and VS Code Gateway integration for OpenAI and Anthropic SDKs REST API for direct integration Self-hosted or hosted gateway options Dashboard showing token and cost savings Works with any chat model including local models Output modes to control answer verbosity: lite, caveman and ultra
What makes it different	Single API key and balance for nearly 500 models with no platform fee Discounts up to 50% compared to official model pricing OpenAI and Anthropic API compatibility without changing request format Works directly with Claude Code, Codex, Cursor and Gemini CLI via MCP server No data used for model training	Rule-based compression takes milliseconds without using another LLM Your API key never leaves your infrastructure when using self-hosted gateway Streaming, tool calling and function calling work unchanged Real-world savings up to 42% on monthly LLM bills according to calculator
Community votes	0	0
DR (Domain Rating by Ahrefs)	35 +2 (up) since last check	2 no change since last check
Trust Flow (Majestic)	3	3
Citation Flow (Majestic)	26	27
Referring domains (Majestic)	20	58

5 details filled in for both companies.

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