perceptron
Perceptron: Perceptron Mk1
perceptron/perceptron-mk1
Our take
AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.
Perceptron/perceptron-mk1 is listed in the OpenRouter catalog as a vision-language model from Perceptron that takes text, image, and video inputs and returns text. The catalog describes it as intended for high-quality video and embodied reasoning, lists a 32,768-token context window, and exposes parameters including structured outputs and reasoning controls. Those are catalog-reported capabilities rather than independently measured results. No benchmark entries were supplied, and this source pack did not include an independent model card.[1]
Strengths
- Accepts text, image, and video inputs while producing text output.[1]
- The catalog positions the model for detailed visual understanding, video reasoning, and embodied reasoning.[1]
- Catalog-listed request parameters include structured outputs and reasoning-related controls, although no reasoning effort levels are listed.[1]
Limitations
- Evidence comes only from the OpenRouter catalog; an independent model card was not available in this source pack, so architecture, training data, licensing, and safety behavior remain unreported.[1]
- The supplied benchmark fields contain no entries or measurements, leaving quality, latency, robustness, and comparative performance unverified.[1]
- No knowledge cutoff is reported, and the 32,768-token context limit means suitability for long videos or large prompts should be validated on the intended workload.[1]
Where to use it
- Evaluate for visual question answering, image or video description, and other tasks needing detailed visual interpretation.[1]
- Prototype assistants that reason over video or embodied scenes, subject to workload-specific testing.[1]
- Test visual-input workflows that require machine-readable text through the catalog-listed structured outputs parameter.[1]
Sources
- [1] OpenRouter catalog · Perceptron: Perceptron Mk1Sources checked: Nov 13, 2026
About this model
Description below is the original text supplied by OpenRouter, shown in the source language.
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...
Specifications
- Model ID
- perceptron/perceptron-mk1
- Canonical ID
- perceptron/perceptron-mk1-20260512
- Creator
- perceptron
- Added to OpenRouter
- 12.05.2026
- Context length
- 32,768
- Modality
- text+image+video->text
- Input modalities
- text, image, video
- Output modalities
- text
- Token pricing
- USD per 1M tokens: in $0.150 / out $1.5
- Knowledge cutoff
- —
- Expiration date
- —
Tasks and capabilities
A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.
| Task | Grade | Source-declared capability |
|---|---|---|
| General quality | No measurement | reasoning: optional · parameters: include_reasoning, reasoning |
| Coding | No measurement | — |
| Agents | No measurement | parameters: structured_outputs |
| Writing | No measurement | output: text |
| Reasoning | No measurement | reasoning: optional · parameters: include_reasoning, reasoning |
| Document analysis | No measurement | — |
| Vision | No measurement | input: image |
| Image generation | No measurement | — |
| Audio | No measurement | — |
| Video | No measurement | input: video |
| Embeddings | No measurement | — |
Evaluations
No evaluations are supplied for this model.
How grades work
Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.
- S — S — top 10% of the cohort
- A — A — next 20% of the cohort
- B — B — next 30% of the cohort
- C — C — below the B band
Providers
Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.
| Provider | Context length | Price in /1M | Price out /1M | Latency p50 (30m, s) | Throughput p50 (30m, tok/s) | Uptime (30m) |
|---|---|---|---|---|---|---|
| Perceptron | 32,768 | $0.150 | $1.5 | — | — | — |
Provider data retrieved: 13.11.2026
Related articles
No published articles identify this model yet.