Run: 2026-03-18-01KM0AH3A7433B4JYN10Z9NDKZ

Run Details

Model:: GPT-5.4 Mini
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 2.5s
Cost:: $0.001604
Provider:: OpenAI

Evaluation summary

Score	Evaluator	Details Link
100.00%	Parse dialogue	(details)

Model input

System

You are an expert novel author in the cozy mystery genre.

Take the following details about characters/locations/... into account:
<character name="Marie">
Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French and does not yet know any English.
She enjoys landscape photography and is always seen with her camera.
</character>
<character name="Hunter">
Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN.
He is a former marine and has a no-nonsense attitude.
Hunter has no knowledge of French, not even basic phrases.
</character>
<location name="Alborn, MN">
Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival.
</location>

User/Human

Write the following scene:

Marie is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town.
She responds troubled and shaken in French, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Marie and Hunter as a voice sheet:

Marie: "..."
Hunter: "..."

Model response

Marie: "Je ne sais pas… c’était étrange. Tout le monde parlait de la fête des pommes, puis après, plus rien. J’ai vu quelque chose près du parc, mais je ne comprends pas…"
Hunter: "Ma’am, I need you to slow down. I’m asking about the event in town. The apple festival. Did you see anything unusual?"
Marie: "Oui… oui, quelque chose de très mauvais. J’étais avec mon appareil photo, près des arbres. J’ai entendu un bruit, puis une personne… elle a disparu. Je suis désolée, je suis très troublée."
Hunter: "I’m not following a word of that. Can you point, write it down, anything?"
Marie: "Je peux montrer sur la photo. Regardez, ici… là, dans le fond. Vous voyez? La silhouette. Je pensais que c’était peut-être une ombre, mais maintenant…"
Hunter: "Hold on. You’re saying you photographed someone?"
Marie: "Peut-être. Je ne sais pas. Je n’ai pas voulu regarder trop longtemps. C’était effrayant."
Hunter: "That’s enough to work with. Did you see where they went after that?"
Marie: "Je… non. Je suis partie. J’avais peur."
Hunter: "You’re shaken up, I get it. Stay here and don’t leave town."
Marie: "Quoi? Je ne comprends pas…"
Hunter: "I know. I’ll—"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Je ne sais pas… c’était étrange. Tout le monde parlait de la fête des pommes, puis après, plus rien. J’ai vu quelque chose près du parc, mais je ne comprends pas…"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8268469656992085
ca	0.5507060333761232
it	0.5278776978417267
ro	0.4570837642192347
en	0.4450317124735729
es	0.43910256410256415
nl	0.4268558951965066
de	0.402390438247012
pt	0.38452520515826494
da	0.35779816513761464
sv	0.32950191570881227
sl	0.31417374265186154
tl	0.3114754098360656
no	0.3110236220472441
yo	0.30966469428007887
hu	0.30463576158940403
lt	0.2985971943887776
sq	0.29435483870967744
hr	0.2483894058697209
sk	0.22394678492239467
cs	0.21758569299552907
tr	0.19292851652574944
eu	0.16798732171156894
ms	0.16666666666666666
vi	0.1484184914841849
et	0.13793103448275862
lv	0.13366336633663367
pl	0.13079470198675497
az	0.11242603550295857
fi	0.07732864674868191
is	0.07732864674868191

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma’am, I need you to slow down. I’m asking about the event in town. The apple festival. Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7920579554601556
tl	0.6027678113787801
no	0.4713506139154161
nl	0.47026657552973344
sv	0.4580419580419581
it	0.44642857142857145
fr	0.4400289017341041
et	0.4359534206695779
da	0.4267751479289941
de	0.4006187161639598
cs	0.3926332288401254
es	0.38686708860759494
ms	0.3858954041204437
sl	0.37348423605497166
hr	0.3704305442729488
sq	0.36318816762530814
pt	0.3616144975288303
ro	0.3605610561056106
ca	0.3520066889632107
yo	0.3509212730318258
pl	0.3448858833474218
sk	0.2935278030993619
lt	0.2743445692883895
az	0.25480769230769235
lv	0.24242424242424243
hu	0.1474147414741474
is	0.1474147414741474
be	0.08284023668639054
tr	0.08284023668639054
fi	0.07517899761336516
uk	0.07517899761336516
vi	0.07517899761336516

reliable

true

passes

true

name

"Marie"

dialogue

"Oui… oui, quelque chose de très mauvais. J’étais avec mon appareil photo, près des arbres. J’ai entendu un bruit, puis une personne… elle a disparu. Je suis désolée, je suis très troublée."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8061688858924658
ca	0.521431543903454
en	0.46635730858468677
it	0.42384769539078154
es	0.40843621399176955
nl	0.40166493236212286
pt	0.3817204301075269
ro	0.3756786102062975
de	0.36252771618625274
cs	0.35825892857142855
sk	0.3076459963877182
yo	0.2953431372549019
da	0.2656449553001277
lv	0.2647058823529412
lt	0.24639580602883354
tl	0.2389146260754467
hr	0.2292225201072386
no	0.22139471902505078
hu	0.21555252387448842
tr	0.213406292749658
sq	0.19636617749825297
sv	0.18670438472418668
sl	0.18612880396319886
pl	0.18149466192170818
eu	0.17739628040057226
ms	0.15689149560117305
az	0.14307004470938897
hi	0.11877394636015325
is	0.10714285714285714
et	0.09591194968553458
vi	0.05737704918032788
fi	0.05193734542456719

reliable

true

passes

true

name

"Hunter"

dialogue

"I’m not following a word of that. Can you point, write it down, anything?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8332274459974587
tl	0.6920821114369502
fr	0.4281045751633987
yo	0.3697478991596639
it	0.34375
nl	0.3429286608260325
sq	0.32950191570881227
tr	0.3064729194187582
ro	0.3018617021276596
da	0.3
ca	0.2886178861788618
sk	0.28765264586160105
cs	0.2857142857142857
pl	0.27285318559556787
is	0.23802612481857763
no	0.23802612481857763
sl	0.23580786026200873
hu	0.2290748898678414
lv	0.2290748898678414
et	0.22794117647058826
lt	0.22680412371134018
de	0.2222222222222222
az	0.21875
ms	0.21171171171171171
pt	0.21052631578947367
es	0.2009132420091324
hr	0.1758241758241758
eu	0.11764705882352942
vi	0.11764705882352942
fi	0.10714285714285714
sv	0.10714285714285714

reliable

true

passes

true

name

"Marie"

dialogue

"Je peux montrer sur la photo. Regardez, ici… là, dans le fond. Vous voyez? La silhouette. Je pensais que c’était peut-être une ombre, mais maintenant…"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8167438271604938
es	0.4836956521739131
it	0.4757174392935982
ca	0.4710467706013363
tl	0.3968253968253968
en	0.37335092348284965
ro	0.36454849498327757
yo	0.35549525101763907
pt	0.33797909407665505
nl	0.3185078909612626
no	0.2994100294985251
da	0.2566510172143975
sk	0.24242424242424243
de	0.2418196328810854
sl	0.23387096774193547
lt	0.21096345514950168
vi	0.20235096557514695
cs	0.19831223628691985
hr	0.19491525423728812
hu	0.18594687232219365
lv	0.14337240757439135
fi	0.1340018231540565
et	0.13083257090576395
tr	0.12923923006416133
sq	0.12603495860165592
sv	0.11214953271028037
pl	0.08741594620557157
hi	0.07497565725413825
az	0.060336300692383785
ms	0.060336300692383785

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold on. You’re saying you photographed someone?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.806949806949807
fr	0.5400788436268068
tl	0.49201741654571846
hi	0.3150684931506849
et	0.3055555555555556
cs	0.30417495029821073
fi	0.3
da	0.24242424242424243
tr	0.2222222222222222
ca	0.22048997772828507
hr	0.2009132420091324
pl	0.1935483870967742
es	0.1822429906542056
pt	0.1822429906542056
sk	0.1764705882352941
yo	0.1764705882352941

reliable

true

passes

true

name

"Marie"

dialogue

"Peut-être. Je ne sais pas. Je n’ai pas voulu regarder trop longtemps. C’était effrayant."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8134328358208955
ca	0.43289224952741023
nl	0.4152046783625731
tl	0.35691318327974275
sl	0.3340732519422864
it	0.32356257046223225
hr	0.3212669683257918
en	0.3063583815028902
sq	0.2840095465393795
cs	0.2762364294330519
lt	0.2518703241895262
fi	0.23857868020304565
ro	0.22680412371134018
pt	0.22077922077922074
yo	0.21363040629095675
es	0.19463087248322147
sk	0.19463087248322147
lv	0.1465149359886202
sv	0.13544668587896252
tr	0.13544668587896252
pl	0.13169319826338638
ms	0.12280701754385964
hu	0.12023460410557184
de	0.11764705882352942
no	0.11764705882352942
da	0.10581222056631893

reliable

true

passes

true

name

"Hunter"

dialogue

"That’s enough to work with. Did you see where they went after that?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8477157360406091
tl	0.5821727019498607
da	0.42528735632183906
no	0.3910690121786198
cs	0.3171471927162367
sq	0.2834394904458599
et	0.2741935483870968
yo	0.23339011925042585
pl	0.23076923076923078
sv	0.22813036020583194
sk	0.22680412371134018
lv	0.21328671328671328
sl	0.2119089316987741
hr	0.2049469964664311
lt	0.18772563176895307
it	0.1818181818181818
nl	0.18032786885245902
de	0.14772727272727273
ms	0.14772727272727273

reliable

true

passes

true

name

"Marie"

dialogue

"Je… non. Je suis partie. J’avais peur."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8019366197183099
it	0.5292887029288702
sl	0.5161290322580645
hr	0.5140388768898488
yo	0.49664429530201337
ro	0.4886363636363637
cs	0.4827586206896552
sk	0.4803695150115473
nl	0.4742990654205608
en	0.4485294117647059
lt	0.4375
eu	0.4260204081632653
pl	0.41709844559585496
de	0.4155844155844156
es	0.30124223602484473
pt	0.30124223602484473
ca	0.29245283018867924
az	0.26229508196721313
tl	0.26229508196721313
da	0.25
sv	0.25
lv	0.24242424242424243
no	0.24242424242424243
sq	0.24242424242424243
et	0.23728813559322032
ms	0.23728813559322032
tr	0.22945205479452058
hu	0.21875

reliable

true

passes

true

name

"Hunter"

dialogue

"You’re shaken up, I get it. Stay here and don’t leave town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8291800643086816
tl	0.5881782945736433
sq	0.42953020134228187
yo	0.3813682678311499
no	0.36377245508982037
sv	0.34615384615384615
nl	0.3210862619808307
is	0.2772108843537415
lv	0.2595818815331011
da	0.24645390070921988
hr	0.24645390070921988
ca	0.24511545293072823
pl	0.22867513611615245
it	0.21296296296296297
cs	0.19811320754716982
ro	0.17475728155339806
sk	0.1448692152917505
be	0.1414141414141414
tr	0.1414141414141414
hu	0.1361788617886179
az	0.1290983606557377
et	0.1290983606557377
lt	0.1290983606557377
uk	0.1290983606557377
vi	0.1290983606557377

reliable

true

passes

true

name

"Marie"

dialogue

"Quoi? Je ne comprends pas…"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8154008438818564
ca	0.675925925925926
nl	0.6376811594202898
sl	0.6323529411764706
it	0.626068376068376
lt	0.6220302375809936
hr	0.6187363834422658
sq	0.576271186440678
cs	0.5668316831683169
en	0.5547073791348601
ro	0.5501285347043702
es	0.5418848167539267
tl	0.4897959183673469
yo	0.48224852071005914
de	0.4728915662650602
sk	0.453125
pt	0.41077441077441074
lv	0.37050359712230213
tr	0.34944237918215615
pl	0.34210526315789475
fi	0.3346007604562738
ms	0.32432432432432434
hu	0.31906614785992216

reliable

true

passes

true

name

"Hunter"

dialogue

"I know. I’ll—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.82174688057041
tl	0.6363636363636364
no	0.5918367346938775
da	0.5815899581589958
hr	0.5815899581589958
ca	0.5798319327731093
sv	0.5798319327731093
sq	0.5726495726495726
pl	0.5575221238938053
it	0.5348837209302325
cs	0.5121951219512195
ro	0.47368421052631576
yo	0.46524064171123
sk	0.4186046511627907
be	0.4117647058823529
tr	0.4117647058823529
hu	0.40119760479041916
az	0.38650306748466257
et	0.38650306748466257
is	0.38650306748466257
lt	0.38650306748466257
lv	0.38650306748466257
uk	0.38650306748466257
vi	0.38650306748466257

reliable

true

passes

true