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Perceptron · Released May 12, 2026

Perceptron Mk1

Multimodal reasoning model for visual analysis, planning, and tool use.

  • Proprietary
  • Reasoning
  • Vision
  • Video input
Capability
—No ECI score yet
Input
$0.15per 1M tokens
Output
$1.50per 1M tokens
Context
33K8K max output
Pricing

What it costs

Input
$0.15per million tokens
Output
$1.50per million tokens
Blended (3:1)
$0.487cheaper than 60% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$1.05
Team assistant25M input + 5M output tokens$11.25
Production app250M input + 50M output tokens$112.50

Median of 3 paid API providers on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for Perceptron Mk1 yet.

Specifications

The details

Lab
Perceptron
Released
May 12, 2026
Context window
32,768 tokens
Max output
8,192 tokens
Inputs
Text, Images, Video
Output
Text
Reasoning
Always on
Tool calling
No
Structured output
No
Weights
Proprietary
Availability
3 API providerslisted on models.dev
Same lab

More from Perceptron

Questions

About Perceptron Mk1

How much does Perceptron Mk1 cost?

Perceptron Mk1 costs $0.15 input / $1.50 output per million tokens (median across 3 API providers). At a 3:1 input-to-output mix that is $0.487 per million tokens, cheaper than 60% of the 445 priced models we track.

What is the context window of Perceptron Mk1?

Perceptron Mk1 accepts up to 32,768 tokens per request and can write up to 8,192 tokens in one response.

How good is Perceptron Mk1?

Epoch AI has not published a Capabilities Index score for Perceptron Mk1 yet.

Is Perceptron Mk1 open source?

No. Perceptron Mk1 is proprietary; you use it through an API or partner platforms.

What inputs does Perceptron Mk1 support?

Perceptron Mk1 accepts text, images and video and replies in text. It is a reasoning model, does not support tool calling.

When was Perceptron Mk1 released?

Perceptron released Perceptron Mk1 on May 12, 2026.

What are the best alternatives to Perceptron Mk1?

The closest current models from other labs on capability, price and release date are CoBuddy (Baidu, $0.28 / $1.13), Gemini 3.1 Flash Lite (Google, $0.25 / $1.50), Step 3.7 Flash (StepFun, $0.20 / $1.15) and LongCat-2.0 (Meituan (LongCat), $0.30 / $1.20).