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Bifrost vs Tokonomics

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 Tokonomics
DetailBifrost logo BifrostTokonomics logo Tokonomics
What it doesThe fastest open-source AI gateway for LLMs, MCP and agents Budget-first AI cost metering proxy for any stack
StageNot given Startup
FoundedNot given 2025
Based inNot given CA
Pricing modelFreemium Freemium
PricingBifrost OSS is free forever. Bifrost Enterprise has custom pricing; contact sales for a quote. Free: $0/month with 100 API calls/month, 1 seat, basic analytics, 30-day retention. Pro: $49/month with unlimited API calls, 5 seats, full analytics, hard spending caps, 90-day retention.
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
  • Real-time cost tracking with per-model and per-tag breakdowns
  • Budget alerts via email, Slack, or Teams at configurable thresholds
  • Hard spending caps that block requests with 429 response
  • Rate limiting with sliding window per API key
  • Support for 9 LLM providers and 60+ models
  • Analytics dashboard with daily spend charts and latency metrics
  • Works with any programming language via HTTP proxy
  • AES-256 encryption for provider API keys with BYOK model
  • 90-day data retention on Pro plan
  • Tag-based cost attribution by team, feature, or customer
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
  • Minimal 31ms proxy overhead, only 3.6% latency impact on typical calls
  • No SDKs required, works with any HTTP client out of the box
  • Never stores prompts or completions, only billing metadata
  • Hard spending caps enforced by Redis to prevent overspend
Community votes00
DR (Domain Rating by Ahrefs)71 no change since last check28 no change since last check
Trust Flow (Majestic)255
Citation Flow (Majestic)4719
Referring domains (Majestic)202069

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