PPerceptron

Perceptron: Perceptron Mk1

Perceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language queries, and produces detailed visual understanding...

ReasoningVisionStreamingJSON mode
32.8K token context Released May 12, 2026

Intelligence overview

32.8K tok

Context window

8.2K tok

Max output

Capabilities

What Perceptron: Perceptron Mk1 can do.

Reasoning

Extended reasoning

Works through problems step by step before answering, trading latency for accuracy on harder tasks.

Multimodal

Image understanding

Reads and reasons over images alongside text in the same prompt.

Video input

Takes video as an input modality alongside text and images.

Development

Structured output

Returns responses constrained to a JSON schema, ready to parse without cleanup.

Streaming

Streams tokens as they're generated instead of waiting on the full response.

Pricing

Pay for what you use.

Every model in UltraGPT runs behind one flat subscription — this is the underlying per-token cost the catalog tracks.

INPUT

$0.15 / 1M tok

OUTPUT

$1.5 / 1M tok

Use cases

Built for serious work.

Build

Generate and refactor code, with the ability to return structured, parseable output.

Think

Works through multi-step problems with extended reasoning before it answers.

Create

Reads images alongside a prompt to ground creative and design work in what's actually on screen.

Preview

Ask Perceptron: Perceptron Mk1 anything.

A preview of the real UltraGPT composer — the model you see here is the model you get.

PPerceptron: Perceptron Mk1 Ready

Continues in the UltraGPT app — one login, every model.

Comparison

How Perceptron: Perceptron Mk1 stacks up.

The closest models in the catalog by provider, capability and score — real entries, pulled from the same directory.

Specification

Technical details.

Specification

Context window
32.8K tokens
Max output
8.2K tokens
Input modalities
Text + Image + Video
Output modalities
Text
Release date
May 12, 2026
Streaming
Supported
Tool calling
Not supported
JSON mode
Supported

Model identity

Provider
Perceptron
Provider ID
perceptron

Model ID

Directory

More from Perceptron, and everything else.

This model is one entry in the full UltraGPT catalog — browse the rest, compare pricing and context windows, or filter by capability.

Perceptron: Perceptron Mk1, one subscription away.

UltraGPT puts this model — and every other one in the directory — behind a single login and one flat monthly price.