opendunes

Perceptron Mk1

by PerceptronReleased 12 May 2026

Perceptron Mk1 reads a written question together with pictures or video and writes back, keeping about 32 pages in mind at once. It is built for video and for understanding the physical world: answering questions about a clip, summarising it and spotting events, plus reading text in messy documents, counting and finding objects by name, and hand positions in pictures. Ask for points, boxes or outlines on pictures, or start and end times in video. Perceptron Mk1.5 adds sound input and connected tools.

TakesTextImagesVideo
GivesText
Open in chatCreate API keyCompare

What it costs

You pay for what each request uses. No subscription, no minimum.

≈ 0,30 DA per message3 000 DA buys about 10 000 messages

One message, the ordinary use

1 000 tokens sent× 49,93 DA per 1M0,050 DA
500 tokens back× 499,25 DA per 1M0,25 DA
Total≈ 0,30 DA

Every rate

Meter↑ you send↓ comes back
Text tokens49,93 DA499,25 DA

per 1M tokens

Read an invoice photo and pull out the total≈ 0,13 DA
Answer a quick question≈ 0,13 DA
Box every item in a shelf photo≈ 0,22 DA
Find an event in a 1-minute clip≈ 0,50 DA
Summarise a 1-minute clip≈ 0,55 DA
When you pay
After the answer, from your balance. Nothing is held.
Why it varies
A longer question or a longer answer costs more.
After each one
The exact charge shows on the request.
DepositDeposits from 50 DA, with Edahabia or CIB.

Where your request runs

One company runs this model. OpenDunes sends every request to it. DA per 1M tokens: ↑ what you send · ↓ what comes back.

Perceptron…
↑ Sent, per 1M
49,93 DA
↓ Back, per 1M
499,25 DA
Latency
…
Throughput
…
Provider↑ Sent↓ BackLatencyThroughputUptime
Perceptron49,93 DA499,25 DA………

You pay the price of the provider that served your request. Prices read 15:48 · speed over the last 30 minutes · uptime over 3 days.

See it in action

Real requests, real replies. Try any of them yourself — one click, pre-filled.

Understands images
You send

What's the total on this invoice, and when is it due?

invoice-scan.jpg · photo
It replied

The total is 42 300,00 DA, due 5 September 2026. Worth a double-check: the handwritten day could read as 8 instead of 3.

Try in Chat Lab
Structured output
You send

Turn this customer email into JSON with intent, urgency and order_id.

customer-email.txt
It replied

{ "intent": "refund", "urgency": "high", "order_id": "OD-58421" }

Try in Chat Lab

Try your own request — same model, pre-selected.

Open Chat Lab

Call it in code

Swap the base URL and the key. Your OpenAI code runs unchanged.

POST /v1/chat/completions
Base URL
https://opendunes.com/v1
Model ID
perceptron/perceptron-mk1
import os
from openai import OpenAI

client = OpenAI(
    base_url="https://opendunes.com/v1",
    api_key=os.environ["OPENDUNES_API_KEY"],
)

resp = client.chat.completions.create(
    model="perceptron/perceptron-mk1",
    messages=[{"role": "user", "content": "Two lines to welcome a shop in Oran."}],
)

print(resp.choices[0].message.content)
pip install openaiFull reference for this route
Sign in to run it

Runs this request once on your balance.

Parameters you can send

Standard OpenAI fields, grouped by what they control. Anything not listed is accepted and ignored.

Shaping the reply

How long, how varied, where to stop.

max_tokenstemperaturetop_ptop_kfrequency_penaltypresence_penalty

Reasoning

Let it think before answering — and see the thinking.

reasoninginclude_reasoning

Structured output

Get JSON you can parse instead of prose.

structured_outputs

Questions about Perceptron Mk1

  • How much does Perceptron Mk1 cost in dinars?

    About 0,30 DA per message. ↑ 49,93 DA · ↓ 499,25 DA per 1M tokens.

  • Is Perceptron Mk1 free? Can I try it?

    No. You pay per use from your balance, with no subscription. Try it in Chat at the same price.

  • What is Perceptron Mk1 best for?

    Perceptron Mk1 reads a written question together with pictures or video and writes back, keeping about 32 pages in mind at once. It is built for video and for understanding the physical world: answering questions about a clip, summarising it and spotting events, plus reading text in messy documents, counting and finding objects by name, and hand positions in pictures. Ask for points, boxes or outlines on pictures, or start and end times in video. Perceptron Mk1.5 adds sound input and connected tools.

  • How do I pay for Perceptron Mk1 without an international card?

    Deposit dinars with your Edahabia or CIB card. Every model, Perceptron Mk1 included, is paid from that balance. No foreign card, no conversion.

  • Does Perceptron Mk1 work in Arabic, French or Darja?

    Perceptron names no languages for Perceptron Mk1. Arabic, French and Darja: not stated.

  • Can it read PDFs, images or a whole book?

    It reads text, images and video. Up to 33K tokens in one request, about 32 pages. It writes up to 6 000 words at once.

  • Is Perceptron Mk1 open source?

    No. Perceptron has not published its weights.

  • Who makes Perceptron Mk1, and when was it released?

    Perceptron. Released 12 May 2026.

Other Perceptron models, priced in dinars

See all Perceptron models
Perceptron Mk1.5Perceptron · Sep 25, 2026

Perceptron Mk1.5 is made for physical agents that must understand what they see and hear. You send text, pictures, video or audio, and it replies in text, with optional points, boxes, outlines, tracks or clips marking what it found if you ask. It can use the tools you connect, fills in the exact form you give it, lets you set how hard it thinks from minimal to high, and listens to a video's soundtrack only when you switch that on. Perceptron Mk1 has no audio input.

Thinks firstUses your toolsFills your JSON
≈0,30 DAper message
View model