Moduck

Vispark: Vision Small

Fast, low-cost multimodal model for understanding text, images, audio, video, and PDFs, with tool calling and a 1M-token context window.

Model lab
Vispark
Model family
—
Modalitiestext, image, audio, video, pdf → text
Context window1,000,000
Maximum output65,536
InputUSD 0.84 / 1M tokens
OutputUSD 2.528 / 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 vispark/vision-small.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "vispark/vision-small"

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.

Vision Small API Pricing

TypePrice information
InputUSD 0.84 / 1M tokens
OutputUSD 2.528 / 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

Throughput87.9 tok/sCurrent
Time to first token1.3 sCurrent
End-to-end latency7.4 sCurrent
Throughput
Current87.9 tok/s
Window average89.7 tok/s
Time to first token
Current1.3 s
Window average1.4 s
End-to-end latency
Current7.4 s
Window average7.5 s
Tail latency (P99)
Current15.1 s
Window average16.8 s
Prompt cache hit rate
Current19.5%
Window average24.0%
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

Vision Small Compare models

ModelInput priceOutput priceContext windowCapabilities
Vision SmallThis pageUSD 0.84 / 1M tokensUSD 2.528 / 1M tokens1,000,000Text output · Reasoning · Tool calling
Vision LargeUSD 5.896 / 1M tokensUSD 17.688 / 1M tokens1,000,000Text output · Reasoning · Tool calling
Vision MediumUSD 3.368 / 1M tokensUSD 10.104 / 1M tokens1,000,000Text output · Reasoning · Tool calling
Gemini 4 ArgonUSD 1.6 / 1M tokensUSD 8 / 1M tokens1,048,576Text output · Reasoning · Tool calling
Muse WonderUSD 3.2 / 1M tokensUSD 16 / 1M tokens1,048,576Text output · Reasoning · Tool calling

Model specifications

Input
text, image, audio, video, pdf
Output
text
Context window
1,000,000
Maximum output
65,536
Release date
2024-05-15
Attachments
Yes
Reasoning
Yes
Tool calling
Yes
Structured output
Yes
Temperature setting
Yes
Open weights
No

Frequently asked questions

What is Vision Small for?

Fast, low-cost multimodal model for understanding text, images, audio, video, and PDFs, with tool calling and a 1M-token context window.

What inputs and outputs does Vision Small support?

Recorded inputs: text, images, audio, video, PDF; outputs: text.

How is Vision Small priced?

The pricing table shows the current recorded Moduck price. For example: Input USD 0.84 / 1M tokens; Output USD 2.528 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for Vision Small?

Current model records list Context window 1,000,000 tokens; Maximum output 65,536 tokens.

What model parameter does the Quickstart use?

The example uses vispark/vision-small. 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.