LLM Reference

Perceptron Mk1.5

Released
2026-09-25
Last refreshed
2026-09-28
Status
Researched today
ProprietaryCommercial use: conditionalMultimodalAgentsVisionJSON / Tool useVisionMultimodalAgent

Perceptron Mk1.5 is worth evaluating for agents, vision, and json / tool use when its provider route and context window match the workload.

Use it for

  • Teams evaluating agents, vision, and json / tool use
  • Workloads that can use a 37k context window
  • Buyers comparing 1 tracked provider route

Do not use it for

  • Workloads where another current model has stronger sourced task evidence
Specifications
Released
2026-09-25
Context
37k
Max output
8,192
Architecture
Decoder Only
Specialization
vision
Openness
Proprietary
License
ProprietaryCommercial use: conditional
Weights
Not released
Code
Unknown
Training
Pretrained
Created by

Physical AI and video reasoning models

United States
Founded 2024
Website
Pricing
Output / 1M
$1.50
Input / 1M
$0.150

Cheapest of 1 route · OpenRouter

About

Perceptron Mk1.5 is Perceptron's embodied vision-language model released September 25, 2026 (first-party blog). Successor to Mk1 in the Perceptron Mk family: native audio in, video object tracking, web search, sub-agent/tool calls, and stronger visual reasoning; blog cites ~2-5x faster end-to-end vs Mk1. Accepts text, images, video, and audio; emits text plus spatial/temporal annotations (points, boxes, polygons, clips, object tracks). First-party docs: Model ID perceptron-mk1.5; context window 36,864 tokens; max output 8,192; pricing $0.15/M input, $1.50/M output, $0.0375/M cached input. Available via Perceptron Platform + SDK and OpenRouter (perceptron/perceptron-mk1.5). Closed-source hosted API under a proprietary license.

Top use-case fit: coding, agents, and build tasks

Agents

Included by capability and metadata signals in the decision map.

Vision

Included by capability and metadata signals in the decision map.

JSON / Tool use

Included by capability and metadata signals in the decision map.

Provider price ladder

Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MRoute
OpenRouter$0.150$1.50
Serverless

Capabilities

VisionMultimodalReasoningJSON / Tool useStructured OutputsPrompt CachingAudio

Benchmark peer barsfor Agents

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.

API versions

perceptron-mk1.5Perceptron Mk1.5Mk1.5perceptron/perceptron-mk1.5