Sensitivity study

10brands · prompt1 × 10

Universe 10brands

10 brands

1 variant(s) × 10 replicate(s)

9 of 10 trials complete

0562e270

Stability by metric

Spread across trials, in score points. A pair counts as unstable when its standard deviation across trials exceeds 5 points.

Metric	Pairs	Mean SD	Median SD	Max SD	Within variant	Between variants
Cluny Affinity	45	1.217	1.153	2.373	1.217	—
Brand affinity	45	1.375	1.332	2.928	1.375	—
Market proximity	45	1.344	1.315	2.669	1.344	—

Compared with run 4d388d02 (published, universe brands, 100 brands). Only pairs present in both are counted.

Metric	Pairs	Mean delta	MAE	RMSE	Max delta	Pearson r	Spearman ρ
Cluny Affinity	45	2.899	3.329	3.899	7.177	0.983	0.985
Brand affinity	45	0.432	2.082	2.534	6.542	0.989	0.988
Market proximity	45	4.276	4.444	5.21	10.353	0.973	0.958

Each trial is preserved as its own affinity run and can be exported on its own with brand-map:export.

Run	Variant	Replicate	Status	Complete pairs
dc8a4ac7	prompt1 8b4598c4b705	1	completed	45
884756ba	prompt1 8b4598c4b705	2	completed	45
1bbad344	prompt1 8b4598c4b705	3	completed	45
27e73320	prompt1 8b4598c4b705	4	completed	45
644df0ad	prompt1 8b4598c4b705	5	completed	45
0daf53a3	prompt1 8b4598c4b705	6	completed	45
e84afff1	prompt1 8b4598c4b705	7	completed	45
61e2bcca	prompt1 8b4598c4b705	8	completed	45
42826e6c	prompt1 8b4598c4b705	9	running	0
a87d1ee0	prompt1 8b4598c4b705	10	completed	45

Ranked by spread across trials, worst first, for each metric.

Pair	Mean	SD	Range	Within variant	Between variants	Production	Delta
Le Labo · Rare Beauty	42.472	2.373	7.213	2.373	—	38.625	3.847
Flamingo Estate · Supergoop!	54.043	2.129	6.838	2.129	—	51.95	2.093
EltaMD · La Mer	47.866	1.898	5.787	1.898	—	49.538	-1.672
Flamingo Estate · Rare Beauty	39.2	1.845	5.625	1.845	—	38.613	0.587
MALIN+GOETZ · Supergoop!	67.682	1.818	4.875	1.818	—	63.163	4.519
EltaMD · Rare Beauty	48.36	1.692	4.838	1.692	—	49.213	-0.853
Aesop · EltaMD	48.038	1.616	4.55	1.616	—	47.275	0.763
EltaMD · Merit	56.175	1.516	5.6	1.516	—	53.575	2.6
Aesop · Supergoop!	59.311	1.51	5.225	1.51	—	54.488	4.823
La Mer · Rare Beauty	40.936	1.501	4.125	1.501	—	35.588	5.348
Flamingo Estate · La Mer	56.421	1.475	3.937	1.475	—	55.188	1.233
MALIN+GOETZ · Rare Beauty	49.92	1.456	4.425	1.456	—	49.275	0.645
Aesop · Merit	66.002	1.43	4.588	1.43	—	62	4.002
Rare Beauty · Supergoop!	73.853	1.409	3.925	1.409	—	71.725	2.128
Le Labo · Merit	63.433	1.398	4.025	1.398	—	56.925	6.508
Aesop · Rare Beauty	44.253	1.304	4.7	1.304	—	42.125	2.128
MALIN+GOETZ · Merit	68.012	1.282	3.262	1.282	—	64.438	3.574
La Mer · Supergoop!	54.234	1.264	3.612	1.264	—	48.875	5.359
Flamingo Estate · Merit	61.841	1.225	3.525	1.225	—	57.825	4.016
Merit · Oribe	64.602	1.223	3.475	1.223	—	57.425	7.177
Aesop · Oribe	70.82	1.188	3.562	1.188	—	65.825	4.995
La Mer · Merit	56.31	1.168	3.775	1.168	—	50.5	5.81
La Mer · MALIN+GOETZ	56.888	1.153	4.112	1.153	—	50.488	6.4
EltaMD · Oribe	46.614	1.133	3.201	1.133	—	42.125	4.489
Oribe · Supergoop!	59.821	1.094	3.225	1.094	—	52.738	7.083