Bifrost vs Scale
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 Scale
| Detail | 
Bifrost | 
Scale |
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| What it does | The fastest open-source AI gateway for LLMs, MCP and agents
| Reliable AI systems for critical decisions
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| Stage | Not given
| Established
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| Founded | Not given
| Not given
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| Based in | Not given
| US
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | Bifrost OSS is free forever. Bifrost Enterprise has custom pricing; contact sales for a quote.
| Not given
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| 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
| - High-quality training data sourced from contributors with 25% having advanced degrees
- Model evaluations and red-teaming
- RLHF (Reinforcement Learning from Human Feedback)
- Private benchmarks and leaderboards for AI companies
- Full-stack AI systems deployment
- Hands-on AI application building for specific use cases
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| 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
| - Powers 90% of the world's leading generative AI model builders
- Humans stay in the loop throughout the AI stack
- 10 years of proven experience in AI breakthroughs
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 71 ● no change since last check | 80 ● no change since last check |
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| Trust Flow (Majestic) | 25 | 23 |
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| Citation Flow (Majestic) | 47 | 53 |
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| Referring domains (Majestic) | 2020 | 8300 |
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4 details filled in for both companies.
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