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Perceptron: Perceptron Mk1

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

Source-linked Closed weights Released 2026-05-12
API record Report
InputT
OutputT
Input price$0.15/M
Output price$1.5/M
Context32.768K
Max output8.192K
Providers3
Inference availability

Providers

Provider-specific identifiers, limits, and listed prices per million tokens. Every row links back to the provider's own documentation.

Report a price
Providers offering Perceptron Mk1
ProviderProvider model IDContextMax outputInputOutputCache readCapabilitiesDocs
NanoGPT perceptron/perceptron-mk1 32.768K 8.192K $0.15 $1.5 $0.075 ReasoningJSON Docs ↗
Kilo Gateway perceptron/perceptron-mk1 32.768K 8.192K $0.15 $1.5 — ReasoningJSON Docs ↗
OpenRouter perceptron/perceptron-mk1 32.768K 8.192K $0.15 $1.5 — ReasoningJSON Docs ↗

Capability badges appear only where the provider catalog explicitly lists support. A blank cell means the source is silent, not that the feature is absent.

Listed rates

Price across providers

Input price per million tokens as published by each provider. Bars are drawn from listed rates only — no traffic weighting, since the catalog observes no requests.

Lowest input $0.15/M

Across 3 priced providers

Median input $0.15/M

Midpoint of listed rates

Highest input $0.15/M

Same as the lowest listed rate

Output range $1.5 – $1.5

Per million output tokens

NanoGPT $0.15/M
Kilo Gateway $0.15/M
OpenRouter $0.15/M
Cost calculator

Estimate a workload

$0.00
Excludes taxes, non-token charges, and tiered discounts.

3 providers list the identical $0.15 input rate, so price alone will not separate them — compare context limits, max output, and capabilities above.

Specification

Capabilities

Recorded from the source catalog and provider listings.

✓ Reasoning Yes
× Tool calling No
✓ Structured output Yes
✓ Attachments Yes
✓ Vision input Yes
× Open weights No
Creator
Perceptron
Model family
Not documented
Knowledge cutoff
Not documented
License
Not documented
Release date
2026-05-12
Model ID
perceptron/perceptron-mk1
Published evaluations

Benchmarks

Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.

Benchmark registry
No published benchmark results

ModelBench does not infer quality from price, context size, or model name. When a source publishes a comparable result, it appears here with its version and link.

Read the methodology
Catalog activity

Change log

Field-level changes detected between successful source imports.

Full change log
No changes recorded

This record has not changed within the retained import history.

Public API

Use this record

Fetch the complete source-linked model record. No key, no account, no rate-limited tier.

API documentation
Endpoint
GET https://modelbench.lol/api/v1/models/perceptron/perceptron-mk1
curl
curl "https://modelbench.lol/api/v1/models/perceptron/perceptron-mk1"
Common questions

Frequently asked questions

Answered directly from the stored record — nothing here is generated beyond the catalog's own fields.

What is Perceptron Mk1?

Multimodal reasoning model for visual analysis, planning, and tool use. It is published by Perceptron and catalogued here from Models.dev.

How much does Perceptron Mk1 cost?

Listed input pricing starts at $0.15 per million tokens from NanoGPT.

What is the context length of Perceptron Mk1?

Perceptron Mk1 accepts up to 32.768K tokens of context and returns up to 8.192K output tokens.

Does Perceptron Mk1 support tool calling and structured output?

Provider catalogs list support for structured output, reasoning, and image input.

Which providers serve Perceptron Mk1?

3 providers list this model: NanoGPT, Kilo Gateway, OpenRouter.

Are the weights for Perceptron Mk1 open?

No. This model is served through hosted APIs only.

When was Perceptron Mk1 released?

The catalog records a release date of 2026-05-12, last verified Oct 24, 2026.

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