Skip to content
Sign in Submit your app

Bifrost vs Onde Inference

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 Onde Inference
DetailBifrost logo BifrostOnde Inference logo Onde Inference
What it doesThe fastest open-source AI gateway for LLMs, MCP and agents Private AI inference for the enterprise
StageNot given Not given
FoundedNot given Not given
Based inNot given SE
Pricing modelFreemium Freemium
PricingBifrost OSS is free forever. Bifrost Enterprise has custom pricing; contact sales for a quote. SDK: Free for building. Device plans: Garage $0/mo (up to 5 active devices), Pro $49/mo + $0.05 per active device, Scale custom pricing. Onde Cloud: Per million tokens ranging from $0.12 to $6.00 for input tokens, $0.005 to $1.20 for cached input, and $0.33 to $30.00 for output tokens depending on t
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
  • Native SDKs for Swift, Rust, Flutter, React Native with single unified API
  • 85ms first-token latency on Apple Silicon
  • Zero server cost for on-device inference
  • No data egress - inference stays on-device
  • GDPR and HIPAA compliant by architecture
  • OpenAI-compatible Onde Cloud API
  • Global state sync between device and cloud
  • AES-256 encrypted cloud burst
  • Data never trained on - no model fine-tuning on customer data
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
  • Runs entirely on-device with zero latency round-trips
  • Built with vertical integration from device runtime to cloud infrastructure
  • Same unified API across four language platforms with no platform abstraction tax
  • Compliant by architecture - data residency follows the device
  • Free tier for development with full SDK access
Community votes00
DR (Domain Rating by Ahrefs)71 no change since last check8 no change since last check
Trust Flow (Majestic)252
Citation Flow (Majestic)4726
Referring domains (Majestic)202029

5 details filled in for both companies.

More alternatives to Bifrost More alternatives to Onde Inference

Get help