Moduck

Mindlab: Macaron V1 Tall

Qwen3.6-based Mixture-of-LoRA model with specialists for chat, personal agents, coding, and generative UI

Model lab
Mindlab
Model family
—

Model resources

Modalitiestext → text
Context window262,144
Maximum output32,768
InputUSD 0.198 / 1M tokens
OutputUSD 1.144 / 1M tokens

Quickstart

Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to mindlab/macaron-v1-tall.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "mindlab/macaron-v1-tall"

response = requests.post(
    f"{base_url}/chat/completions",
    headers={
        "Authorization": f"Bearer {api_key}",
        "Content-Type": "application/json",
    },
    json={
        "model": model_id,
        "messages": [{"role": "user", "content": "Hello!"}],
        "stream": False,
    },
    timeout=60,
)
response.raise_for_status()
print(response.json())

Use the familiar OpenAI-style chat request format to make model integration easier.

Macaron V1 Tall API Pricing

TypePrice information
InputUSD 0.198 / 1M tokens
OutputUSD 1.144 / 1M tokens
Cached inputUSD 0.0352 / 1M tokens

Performance

Measured on the Moduck gateway across live traffic, hour by hour over the last 24 hours. Time to first token is how long before anything appears; throughput is how fast the answer is written after that; end-to-end latency is the whole round trip. Figures are medians unless the card says otherwise.

Performance trends

Throughput92.3 tok/sCurrent
Time to first token1.3 sCurrent
End-to-end latency7.1 sCurrent
Throughput
Current92.3 tok/s
Window average89.6 tok/s
Time to first token
Current1.3 s
Window average1.4 s
End-to-end latency
Current7.1 s
Window average7.5 s
Tail latency (P99)
Current17.2 s
Window average16.8 s
Prompt cache hit rate
Current26.0%
Window average23.6%
Error rate
Current0.0%
Window average0.2%

Availability

Uptime is the share of time at least one provider serving this model responded. Availability is stricter: the share of requests actually served. A provider that answers but fails part of the traffic lowers availability without lowering uptime. Both cover the last three days.

Uptime100%At least one provider responded
Availability100%Requests actually served
Error rate0%Share of failed requests
Served requests, hour by hour
24 hours agoNow

Macaron V1 Tall Compare models

ModelInput priceOutput priceContext windowCapabilities
Macaron V1 TallThis pageUSD 0.198 / 1M tokensUSD 1.144 / 1M tokens262,144Text output · Reasoning · Tool calling
Macaron V1 VentiUSD 0.66 / 1M tokensUSD 1.98 / 1M tokens1,048,576Text output · Reasoning · Tool calling
Beam 1.0 501B A23BUSD 0.2 / 1M tokensUSD 0.8 / 1M tokens1,048,576Text output · Reasoning · Tool calling
Ling 3.1 FlashUSD 0.06 / 1M tokensUSD 0.176 / 1M tokens262,144Text output · Reasoning · Tool calling
Schematron V2 SmallUSD 0.04 / 1M tokensUSD 0.184 / 1M tokens128,000Text output

Model specifications

Input
text
Output
text
Context window
262,144
Maximum output
32,768
Release date
2026-07-21
Attachments
No
Reasoning
Yes
Tool calling
Yes
Temperature setting
Yes
Open weights
Yes

Frequently asked questions

What is Macaron V1 Tall for?

Qwen3.6-based Mixture-of-LoRA model with specialists for chat, personal agents, coding, and generative UI

What inputs and outputs does Macaron V1 Tall support?

Recorded inputs: text; outputs: text.

How is Macaron V1 Tall priced?

The pricing table shows the current recorded Moduck price. For example: Input USD 0.198 / 1M tokens; Output USD 1.144 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for Macaron V1 Tall?

Current model records list Context window 262,144 tokens; Maximum output 32,768 tokens.

What model parameter does the Quickstart use?

The example uses mindlab/macaron-v1-tall. This value comes from the page identifier and is not confirmed as a callable Moduck public ID.

Can I call this model through the Moduck API now?

This page has no verified Moduck API call for this model. A Quickstart example or reserved ID does not establish access; check the models available to your account.