Lightweight Chat Models
Smaller, low-latency models tuned for conversational responsiveness.
What sets them apart
These models trade some raw reasoning depth for speed and cost efficiency, optimized to respond quickly in conversational, high-volume contexts.
Typical use cases
Customer support chat, quick Q&A, and any interface where response latency matters more than handling the hardest edge cases benefit most from this tier.
The tradeoff
For genuinely complex multi-step tasks, routing to a frontier reasoning model — even at higher cost — usually produces a materially better result.
Choosing the right model for your agent? Model selection and integration is part of every build we do — let's talk through your use case.
Start a conversation →