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AI Model Atlas / Perceptron

Perceptron Mk1

One million input tokens cost $0.15 and one million output tokens $1.50. Context window: 33k tokens, about 55 A4 pages.

Data from 11 November 2026 API identifier: perceptron/perceptron-mk1

What it costs in practice

Pricing per million tokens doesn't mean anything to anyone, so I convert it to three tasks that people actually give to models. The usage assumptions are listed for each row so you can verify them.

TaskInputOutputCost
1500-word articlebrief plus finished text in English 1,500 tokens 2,200 tokens $0.0035
100 chat queries700 tokens per question and 400 per answer 70,000 tokens 40,000 tokens $0.07
Hour of work with an agentagent reads repository and writes fixes 250,000 tokens 30,000 tokens $0.08
The calculation does not include tax, intermediary markup, or context caching, which with repeated prompts can cut input costs by several dozen percent.

Technical details

ProviderPerceptron
Modalitiestext + image + video → text
Context window33k tokens (~55 A4 pages)
Maximum response8k tokens
Step-by-step reasoningyes
Tool callingno
Forced JSON formatno
Knowledge cutoffnot specified
Cache readno data
Content moderationno extra filter

How it compares to the rest

The database contains 469 models. In terms of input pricing Perceptron Mk1 is more expensive than 24 percent of paid models. A longer context window is available in 444 models.

Input price history

2026-09-08 · $0.152026-11-11 · $0.15

The chart shows the price of a million input tokens on consecutive measurement days. History starts on the day I launched the atlas and grows with each day. I don't backfill data.

Alternatives at a similar price

Models from other providers whose cost for the same article comes out closest.

ModelInput / MOutput / M1500-word articleContext
DeepSeek V4 Flash Vision ExpDeepSeek $0.44 $1.32 $0.0036 1M
Qwen2.5 VL 72B InstructQwen (Alibaba) $0.80 $1.00 $0.0034 128k
Hy4Tencent $0.42 $1.25 $0.0034 1M
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google $0.25 $1.50 $0.0037 66k

Compare Perceptron Mk1 with another model or go back to the full database 469 models.

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