Features
Execution strategies for inference scaling
Harness optimization for model-fit
Intelligent model routing across ensembles
Jamba Mini efficient lightweight model ($0.20/1M input)
Jamba Large powerful long-context model ($2/1M input)
Token visibility for usage optimization
Accuracy-engineered reliable outputs
Adaptability to unique environments
Caching strategies for agentic pipelines
Orchestrated test-time compute for long-horizon tasks
Scale-then-enrich execution strategy (SWE-rebench SOTA)
DeepResearch Bench II (DRB II) evaluation
Foundation model APIs & SDKs
Pay As You Go unlimited seats
Unified API for 400+ models across 70+ providers
Automatic failover routing when a provider goes down
Model Fusion: combine budget models to rival frontier performance
Subagent delegation: frontier models hand off tasks to cheaper workers
Speech/transcription APIs (May 2026)
Unified Image API with capability discovery across 30+ models (June 2026)
OpenAI SDK compatible out of the box
Server-side presets to survive model deprecation
Edge-deployed for minimal latency
Budget controls and spend limits
Credit-based pricing with no subscriptions
Model routing visualization for latency and cost
Private model support for enterprise deployments
Data policy-based routing and enforcement
MCP server for coding agents (June 2026)
