> ## Documentation Index
> Fetch the complete documentation index at: https://docs.perceptron.inc/llms.txt
> Use this file to discover all available pages before exploring further.

# Perceptron Mk1

> Best-in-class VLM with reasoning.

Perceptron Mk1 (short for "Mark 1") is our flagship closed-source vision-language model, with image, video, and reasoning support.

## Specs

* **Model ID**: `perceptron-mk1`
* **Inputs**: Text, Images, Videos
* **Outputs**: Text
* **Context**: 32K tokens
* **Reasoning**: Yes
* **Pricing**: \$0.15/M input, \$1.50/M output
* **Supported MIME types**: `image/png`, `image/jpeg`, `image/webp`, `video/mp4`, `video/webm`
* **Source**: Closed

## Trigger thinking & grounding

Mk1 uses the typed `vision_config` body field.

Pick `enable_thinking` based on the task: **on** for text Q\&A, captioning, OCR, and video clipping; **off** for spatial detection (`point`/`box`/`polygon`).

### Text / clipping — thinking on

```json theme={null}
{
  "model": "perceptron-mk1",
  "messages": [...],
  "vision_config": { "enable_thinking": true }
}
```

### Spatial grounding — thinking off

```json theme={null}
{
  "model": "perceptron-mk1",
  "messages": [...],
  "vision_config": { "annotation_format": "box" }
}
```

See the [API reference](/perceptron-mk1/api-reference/endpoint/chat-completions) for the full field reference and examples.

## Benchmarks

<img src="https://mintcdn.com/perceptron/AdZafh1kzvDFcove/images/efficiency_frontier-benchmark.png?fit=max&auto=format&n=AdZafh1kzvDFcove&q=85&s=475c368e0d62a62260300b4fa84b2488" alt="Efficiency frontier" width="2520" height="1610" data-path="images/efficiency_frontier-benchmark.png" />

<img src="https://mintcdn.com/perceptron/AdZafh1kzvDFcove/images/er-benchmark.png?fit=max&auto=format&n=AdZafh1kzvDFcove&q=85&s=03452c7bf422e7e1fed011a37b3afbc0" alt="ER benchmark" width="3160" height="1280" data-path="images/er-benchmark.png" />

<img src="https://mintcdn.com/perceptron/AdZafh1kzvDFcove/images/video-benchmark.png?fit=max&auto=format&n=AdZafh1kzvDFcove&q=85&s=869fe2607bba9ee4cd52b88008864279" alt="Video benchmark" width="2516" height="1666" data-path="images/video-benchmark.png" />

<img src="https://mintcdn.com/perceptron/AdZafh1kzvDFcove/images/image-benchmark.png?fit=max&auto=format&n=AdZafh1kzvDFcove&q=85&s=e3626369b990651a2e4c03db0910c290" alt="Image benchmark" width="1253" height="1520" data-path="images/image-benchmark.png" />
