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Perceptron: Perceptron Mk1

Perceptron: Perceptron Mk1 is perceptron's model. On the un-leaked meo benchmark it ranks #17 of 22 with 45.3% accuracy and an Effective Value (๐•) of 0.0001 โ€” earning a correct answer for about $0.0013 in 24s each.

as of 2026-06-08

meo rank
#17
of 22
Accuracy
45.3%
overall
๐• index (top=100)
0.26
raw ๐• 0.0001 ยท N=10
$ / correct
$0.0013
24s each

Per-domain accuracy

Tape machine
100%
Regex automaton
69%
Framework bias
67%
Theory of mind
67%
Perceptual illusions
56%
Watson-Glaser
50%
CSP (unsatisfiable)
44%
Long arithmetic
33%
Logic / math / CS
8%
Base-rate bias
7%
State tracking
0%

Efficiency

Cost per correct
$0.0013
Seconds per correct
24
Tokens per correct
772
Correct answers
106 / 251
Total benchmark cost
$0.13
Avg tokens / item
326

Model details

Lab
perceptron
Released
2026-05-12
Weights
โ€”
Context
33K
Max output
8K
Knowledge cutoff
โ€”
Price in
$0.15/M
Price out
$1.50/M
Modality
text+image+video->text

Sources: openrouter ยท meo

FAQ

How accurate is Perceptron: Perceptron Mk1?

Perceptron: Perceptron Mk1 scores 45.3% overall on the meo benchmark (rank #17 of 22), an un-leaked private holdout graded objective-first.

What is Perceptron: Perceptron Mk1's Effective Value?

Its Effective Value (๐•) is 0.0001 at N=10, ฯ‰=1, ฮด=1.5 โ€” a fused metric of accuracy, speed, cost, and error-cascade. ๐• rankings shift with task depth.

How much does Perceptron: Perceptron Mk1 cost per correct answer?

About $0.0013 per correct answer (772 tokens, 24 seconds each) at benchmark-time pricing via OpenRouter.

Is Perceptron: Perceptron Mk1 open weights?

Open-weights status for Perceptron: Perceptron Mk1 is not recorded.