One API for Heterogeneous Models
One integration across closed, open, and private model fleets.
Rupta Brain
Brain
Brain turns a mixture-of-models into one unified OpenAI-compatible model API with system intelligence.
Simulation: BOOTING
Yield: 0.0000
What is Brain?
One model family for Mixture-of-Models.
Five Brain models cover balance, accuracy, security, hallucination sensitivity, and omni-modal product needs through one OpenAI-compatible API.
Preference-aware routing
Product preference becomes model selection, not application branching.
Collaboration beyond one model
Model cooperation for tasks where one model is not enough.
How to Use
Five Brain models for five product preferences.
Choose the Brain model that matches the product preference. The API stays stable; each model optimizes for a different product objective.
Balance
rupta/brain-v1-flash
Balanced latency and cost for daily products, agents, search, and coding workflows.
Accuracy
rupta/brain-v1-ultra
Accuracy-first model for hard reasoning, research, and code review.
Security
rupta/brain-v1-secu
Security-first model for policy-gated, privacy-sensitive, and adversarial workloads.
Hallucination
rupta/brain-v1-halu
Hallucination-sensitive model for grounded answers, retrieval-heavy products, and high-trust domains.
Omni
rupta/brain-v1-omni
Omni-modal model for products that need multimodal understanding and text generation in one workflow.
Tech Behind
Built on open-source vLLM Semantic Router.
Built with
Across chips, cloud, AI infra, research, and enterprise.
Meta
Red Hat
Microsoft
Google
NVIDIA
Hugging Face
Nutanix
Model Capability
Beat frontier models.
Early VSR scorecards show routed model systems beating displayed frontier and Fugu baselines on LiveCodeBench and GPQA-D.
Router Capability
Routing quality is measurable.
RouterArena gives a public readout of routing accuracy across competing router systems.
