Moduck

Ibm: Granite-4.0-H-Micro

Compact open-weight hybrid Granite model for lightweight enterprise chat and tool calling

Model lab
Ibm
Model family
granite

Model resources

Modalitiestext → text
Context window131,072
Maximum output131,072
Input · Context ≤ 131000 tokens · Maximum output 131000 tokensUSD 0.0136 / 1M tokens
Output · Context ≤ 131000 tokens · Maximum output 131000 tokensUSD 0.0896 / 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 ibm/granite-4-h-micro.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "ibm/granite-4-h-micro"

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.

Granite-4.0-H-Micro API Pricing

TypePrice information
Input · Context ≤ 131000 tokens · Maximum output 131000 tokensUSD 0.0136 / 1M tokens
Output · Context ≤ 131000 tokens · Maximum output 131000 tokensUSD 0.0896 / 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

Throughput92.8 tok/sCurrent
Time to first token1.2 sCurrent
End-to-end latency7.8 sCurrent
Throughput
Current92.8 tok/s
Window average90.0 tok/s
Time to first token
Current1.2 s
Window average1.5 s
End-to-end latency
Current7.8 s
Window average7.5 s
Tail latency (P99)
Current14.5 s
Window average16.9 s
Prompt cache hit rate
Current31.5%
Window average22.5%
Error rate
Current0.0%
Window average0.1%

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

Granite-4.0-H-Micro Compare models

ModelInput priceOutput priceContext windowCapabilities
Granite-4.0-H-MicroThis pageUSD 0.0136 / 1M tokens · Context ≤ 131000 tokens · Maximum output 131000 tokensUSD 0.0896 / 1M tokens · Context ≤ 131000 tokens · Maximum output 131000 tokens131,072Text output · Tool calling
Granite 4.2 8BUSD 0.08 / 1M tokensUSD 0.12 / 1M tokens131,072Text output · Reasoning · Tool calling
Granite-4.0-H-SmallUSD 0.05088 / 1M tokensUSD 0.212 / 1M tokens131,072Text output · 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

Model specifications

Input
text
Output
text
Context window
131,072
Maximum output
131,072
Release date
2025-10-02
Attachments
No
Reasoning
No
Tool calling
Yes
Structured output
Yes
Temperature setting
Yes
Open weights
Yes

Frequently asked questions

What is Granite-4.0-H-Micro for?

Compact open-weight hybrid Granite model for lightweight enterprise chat and tool calling

What inputs and outputs does Granite-4.0-H-Micro support?

Recorded inputs: text; outputs: text.

How is Granite-4.0-H-Micro priced?

The pricing table shows the current recorded Moduck price. For example: Input · Context ≤ 131000 tokens · Maximum output 131000 tokens USD 0.0136 / 1M tokens; Output · Context ≤ 131000 tokens · Maximum output 131000 tokens USD 0.0896 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for Granite-4.0-H-Micro?

Current model records list Context window 131,072 tokens; Maximum output 131,072 tokens.

What model parameter does the Quickstart use?

The example uses ibm/granite-4-h-micro. 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.