piatrabench

every playground, scored on how well it conforms to the template
and ranked by the model that generated it
103 playgrounds · mean 98.8/100 · 2 validated · 84 reproduce · 0 honesty failures · citations not checked · back to playgrounds
score is one 0 to 100 number: how well a playground conforms to the template, weighting build, registration, structure, scientific infrastructure and house rules into a single figure. hover a score for the per-category breakdown. honesty: cal ✓✓ validated against an external target, cal ✓ computes and reproduces its own numbers, cal ~ a declared showcase of a poor model; a failure caps the score.

model leaderboard

#modelnmean
1Claude Opus 4.899 100
2Claude Fable 52 100
(unattributed)2no versions.ts declared

playgrounds

#playgroundscorehonesty
1activation-functions-lab 100cal ✓
2agency-erosion 100cal ✓
3algorithmic-monodominance 100cal ✓
4arithmetic-dynamics 100cal ✓✓
5audience-attractor 100
6aura-space 100cal ✓
7author-function-atlas 100cal ✓
8authoritarian-paternalism 100cal ✓
9berkshire-engine 100cal ✓
10bifurcation-speciation 100cal ✓
11bordism-to-action 100cal ✓
12chladni-generator 100cal ✓
13cipolla-quadrant 100cal ✓
14closedness-adverse-selection 100cal ✓
15co2-metabolism-hypothesis 100cal ✓
16coasellular-morphogenesis 100cal ✓
17coordination-under-complementarity 100cal ✓
18cost-of-chaos 100cal ✓
19counterfactual-growth-engine 100cal ✓
20cpt-variance 100cal ✓
21criticality 100cal ✓
22crystallographic-groups 100cal ✓
23debt-singularity 100cal ✓
24descent-and-closure 100cal ✓
25do-calculus 100cal ✓
26entropy-cafe 100cal ✓
27epistemic-lensing 100
28estigrade 100cal ✓
29everything-relevant 100cal ✓
30expected-free-energy 100cal ✓
31eyevolution 100cal ✓
32family-threshold 100
33fiscal-compass 100
34forbidden-edges 100
35fracqunx 100cal ✓
36frontier-governance 100
37gait-gambit 100cal ✓
38geometries-of-action 100
39geometry-becoming-topology 100cal ✓
40geometry-of-fragmentation 100cal ✓
41greimas-square-dynamics 100cal ✓
42halley-window 100cal ✓
43hsp90-canalization 100cal ✓
44hydride-anomaly 100cal ✓
45ideological-bent 100cal ✓
46kernel-smoothing 100cal ✓
47kerr-causality 100
48knife-edge 100
49lefebvrian-conscience 100cal ✓
50lifesong 100cal ✓
51lithic-grammar 100cal ✓
52logical-morphogenesis 100cal ✓
53meaning-autogenesis 100cal ✓
54mechanical-calculus 100cal ✓
55metamaterials 100cal ✓
56modes-of-combination 100cal ✓
57moral-phase-space 100cal ✓
58morphologies-of-stability 100cal ✓✓
59morphospace-engine 100cal ✓
60nested-observer-windows 100cal ✓
61neural-cellular-automaton 100cal ✓
62no-global-section 100
63north-south-divergence 100cal ✓
64one-more-cat 100cal ✓
65ontogenic-engine 100cal ✓
66ontometrics 100cal ✓
67open-source-sustainability 100cal ✓
68order-theoretic-ontology 100cal ✓
69ownership-parity-rule 100cal ✓
70pacemaker-accumulator 100cal ✓
71periodic-table-of-state-spaces 100cal ✓
72pettini-tensor-networks 100
73photosynthetic-state-space 100cal ✓
74placebo-nocebo-dynamics 100cal ✓
75plr-harmony 100cal ✓
76political-autoimmunity 100cal ✓
77polity-coalition-attractors 100cal ✓
78ramsey-ports 100cal ✓
79raupian-morphospace 100cal ✓
80refractive-computation 100cal ✓
81resentment-against-desire 100cal ✓
82rotary-fields 100
83salience-engine 100
84scarcity-over-technology 100cal ✓
85self-sorted-arrays 100cal ✓
86social-propagation 100cal ✓
87societal-harm-topology 100cal ✓
88space-between-algorithms 100cal ✓
89stochastic-justice 100cal ✓
90story-suffering-coherence 100cal ✓
91subconscious-state-space 100cal ✓
92lexical-liar 100cal ~
93uncare-engine 100
94trainable-gene-circuits 100cal ✓
95trauma-eustress-dynamics 100cal ✓
96trisquare 100cal ✓
97trust-transaction-spectrum 100cal ✓
98truth-violence-dynamics 100cal ✓
99tuition-resentment 100cal ✓
100unknot-studio 100cal ✓
101vote-no 100cal ✓
102artificial-death 40stub
103byte-birth 40stub