Models¶
The Macaron hosted API serves the Macaron-V1 model family. All variants are built on a Mixture-of-LoRA (MoL) architecture: a frozen base model plus a small set of specialist LoRA adapters, with a router selecting one specialist per user turn. See What is Macaron for the architecture and routing loop.
Hosted lineup¶
| Model ID | Aggregate params | Base | Specialists | Use |
|---|---|---|---|---|
macaron-v1-venti |
748B | 744B GLM-5.2 (frozen) | 4 × 1B LoRA (L0 Chat, L1 Agent, L2 Coding, L3 GenUI) | Flagship; chat, agent, coding, GenUI via routing |
macaron-v1-tall |
50B | Qwen3.6-35B-A3B (frozen) | 4 × 1B LoRA (same four-specialist design) | Local / lower-latency deployment |
macaron-v1-coding-venti |
748B | 744B GLM-5.2 | coding LoRA merged into base (single-specialist) | Coding-specialized; no routing overhead |
glm-5.2 |
744B | GLM-5.2 | none (base only) | Base model without MoL specialists |
Routing¶
The two MoL-served variants (macaron-v1-venti, macaron-v1-tall) route each
user turn through a three-stage loop: route (L0 classifies the request into
one specialist under a 24-token budget), answer (the chosen specialist
responds), summary (the specialist emits a ≤192-token summary stored
server-side as shared context). macaron-v1-coding-venti and glm-5.2 skip
routing: the coding LoRA is merged into the base, and glm-5.2 is the base
alone.
Pricing¶
Pricing is adjusted dynamically as models evolve. Check current rates yourself in the dashboard: mainland China (mintcn.macaron.xin, prices in RMB) or international (mint.macaron.im, prices in USD).
Self-hosted base models¶
The lineup above is the hosted Macaron family. If you are self-hosting MinT and
serving Qwen3 community base models on your own endpoint, see the
self-hosted models reference for the Qwen3 lineup. The two
surfaces are distinct: the hosted API serves Macaron models over
/v1/chat/completions; the self-hosted surface serves Qwen3 base models over
/oai/api/v1.