Motif Technologies: Motif 3

Motif 3 is a large-scale, decoder-only Mixture-of-Experts (MoE) language model with 314 billion total parameters and 13.2 billion parameters activated per token.

Model lab: Motif Technologies
Model family: motif

Model resources

Model weights

Modalitiestext → text

Context window262,144

Maximum output262,144

InputUSD 0.4 / 1M tokens

OutputUSD 1.6 / 1M tokens

Try now

Quickstart

Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to motif-technologies/motif-3.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "motif-technologies/motif-3"

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.

Motif 3 API Pricing

Type	Price information
Input	USD 0.4 / 1M tokens
Output	USD 1.6 / 1M tokens
Cached input	USD 0.16 / 1M tokens

Benchmarks

Intelligence Index · v4.333.6

Coding Index63.5

Agentic Index28.4

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

Throughput87.3 tok/sCurrent

Time to first token1.5 sCurrent

End-to-end latency6.9 sCurrent

Throughput

Current87.3 tok/s

Window average89.2 tok/s

Time to first token

Current1.5 s

Window average1.5 s

End-to-end latency

Current6.9 s

Window average7.5 s

Tail latency (P99)

Current14.8 s

Window average16.8 s

Prompt cache hit rate

Current26.1%

Window average23.3%

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

Motif 3 Compare models

Model	Input price	Output price	Context window	Capabilities
Motif 3This page	USD 0.4 / 1M tokens	USD 1.6 / 1M tokens	262,144	Text output · Reasoning · Tool calling
Beam 1.0 501B A23B	USD 0.2 / 1M tokens	USD 0.8 / 1M tokens	1,048,576	Text output · Reasoning · Tool calling
Ling 3.1 Flash	USD 0.06 / 1M tokens	USD 0.176 / 1M tokens	262,144	Text output · Reasoning · Tool calling
Schematron V2 Small	USD 0.04 / 1M tokens	USD 0.184 / 1M tokens	128,000	Text output
Schematron V2 Turbo	USD 0.024 / 1M tokens	USD 0.12 / 1M tokens	128,000	Text output

Model specifications

Input: text
Output: text
Context window: 262,144
Maximum output: 262,144
Release date: 2026-08-07
Attachments: No
Reasoning: Yes
Tool calling: Yes
Structured output: No
Temperature setting: Yes
Open weights: Yes

Frequently asked questions

What is Motif 3 for?

Motif 3 is a large-scale, decoder-only Mixture-of-Experts (MoE) language model with 314 billion total parameters and 13.2 billion parameters activated per token.

What inputs and outputs does Motif 3 support?

Recorded inputs: text; outputs: text.

How is Motif 3 priced?

The pricing table shows the current recorded Moduck price. For example: Input USD 0.4 / 1M tokens; Output USD 1.6 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for Motif 3?

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

What model parameter does the Quickstart use?

The example uses motif-technologies/motif-3. 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.