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OceanToken vs Kaeso

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 Kaeso
DetailOceanToken logo OceanTokenKaeso logo Kaeso
What it doesOne OpenAI-compatible API and prepaid balance for nearly 500 AI models at lower prices Open-source AI gateway you run yourself
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Open source
PricingFree 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 Not given
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
  • Single sign-on with OpenID Connect and two-factor authentication
  • Format translation through KPP canonical format, allowing any SDK to call any model
  • Spend and token budgets with hard limits that are never skipped
  • Complete request logging with status, tokens, cost, timing and content when permitted
  • Encrypted provider key storage with AES-256-GCM
  • Web console for managing organizations, projects, members, roles and request logs
  • Stateless Rust gateway for horizontal scaling
  • Support for 14 built-in AI providers
  • Docker Compose deployment with Caddy, PostgreSQL, Valkey and ClickHouse
  • Error reporting that names unsupported fields instead of silently dropping them
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
  • OpenID Connect single sign-on and two-factor authentication included in the open-source code, not an enterprise edition
  • Hard budgets with worst-case reserves for every request to prevent burst overruns
  • Single MIT-licensed repository for gateway, console, KPP and UI library with no separate enterprise version
  • Rust gateway architecture with no interpreter on the hot path for performance
Community votes00
DR (Domain Rating by Ahrefs)33 +1 (up) since last check20 +17 (up) since last check
Trust Flow (Majestic)34
Citation Flow (Majestic)2619
Referring domains (Majestic)2015

4 details filled in for both companies.

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