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Bifrost vs OceanToken

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

Bifrost compared with OceanToken
DetailBifrost logo BifrostOceanToken logo OceanToken
What it doesThe fastest open-source AI gateway for LLMs, MCP and agents One OpenAI-compatible API and prepaid balance for nearly 500 AI models at lower prices
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingBifrost OSS is free forever. Bifrost Enterprise has custom pricing; contact sales for a quote. 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
Key features
  • Drop-in replacement for any AI SDK with support for OpenAI, Anthropic, and LiteLLM
  • Model catalog providing access to 1000+ AI models from 8+ providers
  • Automatic provider failover for 99.99% uptime
  • Budget management and rate limiting across virtual keys and teams
  • Built-in OpenTelemetry observability
  • MCP gateway for centralized tool connections and governance
  • Real-time guardrails for blocking unsafe model outputs
  • Virtual key management with independent budgets and access control
  • Semantic caching to reduce costs and latency
  • Enterprise clustering with high availability and zero-downtime deployments
  • 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
What makes it different
  • 50x faster than LiteLLM with P99 latency of 20 microseconds at 5k requests per second
  • Zero-touch in-VPC deployments ensure no data leaves your infrastructure
  • Free and open source with Apache 2.0 license
  • Works seamlessly with all major LLM frameworks including OpenAI, Anthropic, LangChain, and LiteLLM
  • Enterprise-grade governance with SSO, RBAC, and audit logs included in Enterprise tier
  • 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
Community votes00
DR (Domain Rating by Ahrefs)71 no change since last check31 no change since last check
Trust Flow (Majestic)253
Citation Flow (Majestic)4726
Referring domains (Majestic)202020

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