Run: 2026-02-18-01KHQ93YXGFW8FZ5SVEB9257QG

Run Details

Model:: Claude Sonnet 4.6
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 14.0s
Cost:: $0.009324
Provider:: Anthropic

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

Here is the voice sheet for the scene:

---

Hunter: "Excuse me, miss. I'm Detective Hunter. I was wondering if you were in the area last night around 9 PM, near the old mill on Cranberry Road?"

Marie: "Oh... oui, j'étais là-bas. C'était... c'était terrifiant. J'ai vu quelque chose dans les arbres, une silhouette, et puis... elle a disparu. J'ai pris des photos, regardez—"

Hunter: "I'm sorry, I... I don't understand. Do you speak English?"

Marie: "Non, non, je ne parle pas anglais. Mais mes photos — vous voyez? Là, dans l'ombre. Quelqu'un était là, j'en suis certaine. Ça m'a fait tellement peur, je tremblais."

Hunter: "Photos? Can I... can I see those?"

Marie: "Oui, oui, regardez. C'est flou mais... vous voyez cette forme? Je n'arrivais pas à dormir après ça. Qui est cette personne? Pourquoi est-ce qu'elle se cachait?"

Hunter: "Ma'am, I wish I knew what you were saying. These photos though... these are something."

Marie: "Vous comprenez? C'est important, non? Je crois que cette personne... je crois qu'elle suivait quelqu'un."

Hunter: "I need to get these photos to the station. Look, I'm going to write down my number, okay? Maybe we can find a translator."

Marie: "Un traducteur? Oui, oui, bonne idée. Je veux aider. Cette ville... quelque chose ne va pas ici. Je le sens."

Hunter: "I don't know what you just said but I can tell you're scared, miss. You're not wrong to be."

*Hunter's phone rings*

Hunter: "Hunter here. Yeah. What? Where? I'll be right there. Don't touch anything."

Marie: "Vous devez partir? Attendez — prenez ma carte. Mon nom est Marie. S'il vous plaît, trouvez quelqu'un qui parle français. C'est vraiment important."

Hunter: "Marie. Got it. I'll be back, Marie. Don't go anywhere alone, you hear me?"

---

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. I'm Detective Hunter. I was wondering if you were in the area last night around 9 PM, near the old mill on Cranberry Road?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7995418098510881
tl	0.6722846441947566
nl	0.5295698924731184
no	0.4892002335084647
sv	0.46220036877688997
fr	0.44231994901210964
da	0.4358478401031592
it	0.42847811887655124
de	0.40435670524166095
sq	0.40232240437158473
ro	0.3829337094499295
yo	0.3718592964824121
ca	0.35233160621761656
ms	0.34652725914861837
pt	0.3121069182389937
et	0.307753164556962
sl	0.29605792437650846
cs	0.2738589211618257
hr	0.251497005988024
pl	0.251497005988024
es	0.24242424242424243
fi	0.20454545454545453
hi	0.16745956232159848
is	0.14717348927875243
az	0.14383561643835618
sk	0.14383561643835618
tr	0.12848605577689243
be	0.07407407407407407
hu	0.07112526539278131
lt	0.06716417910447761
lv	0.06716417910447761
uk	0.06716417910447761
vi	0.06716417910447761

reliable

true

passes

true

name

"Marie"

dialogue

"Oh... oui, j'étais là-bas. C'était... c'était terrifiant. J'ai vu quelque chose dans les arbres, une silhouette, et puis... elle a disparu. J'ai pris des photos, regardez—"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7952110901071203
ca	0.5330459770114943
en	0.48657187993680884
es	0.3988902589395808
it	0.37977099236641226
da	0.3741976893453145
de	0.37137330754352027
no	0.36688311688311687
pt	0.36564736499674694
nl	0.34563758389261745
ro	0.28414096916299564
lt	0.2815033161385409
hu	0.25742574257425743
et	0.22496025437201908
lv	0.19950738916256158
vi	0.18885191347753744
tl	0.18614357262103506
sq	0.1779089376053963
yo	0.1751269035532995
sv	0.17232597623089985
cs	0.1709183673469388
sk	0.1695059625212947
pl	0.14398595258999122
ms	0.14323374340949035
tr	0.1402116402116402
az	0.12003610108303249
fi	0.11121239744758432
hr	0.10303587856485741
sl	0.08450704225352113
hi	0.07319391634980989
is	0.07142857142857142
eu	0.06698564593301436

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry, I... I don't understand. Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7994652406417112
no	0.5828698553948832
da	0.5772266065388951
tl	0.5300751879699248
sv	0.5288944723618091
cs	0.5161290322580645
pl	0.4806094182825485
hr	0.4688385269121813
sk	0.438622754491018
de	0.4140625
pt	0.40570522979397783
sq	0.4009584664536741
ro	0.3862520458265139
it	0.3644067796610169
nl	0.3218806509945751
vi	0.3169398907103825
yo	0.3055555555555556
ca	0.2690058479532163
is	0.267578125
sl	0.24242424242424243
ms	0.1610738255033557
be	0.15730337078651685
tr	0.15730337078651685
hu	0.1515837104072398
az	0.14383561643835618
et	0.14383561643835618
lt	0.14383561643835618
lv	0.14383561643835618
uk	0.14383561643835618

reliable

true

passes

true

name

"Marie"

dialogue

"Non, non, je ne parle pas anglais. Mais mes photos — vous voyez? Là, dans l'ombre. Quelqu'un était là, j'en suis certaine. Ça m'a fait tellement peur, je tremblais."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.805008210180624
en	0.49360341151385934
ca	0.4742667404537908
it	0.43283582089552236
lt	0.4193154034229829
sl	0.39528962444302995
es	0.3786788750817528
sq	0.36666666666666664
ro	0.3636972538513061
nl	0.34976043805612594
pt	0.3361285814116003
de	0.31752873563218387
cs	0.3140794223826715
hr	0.3014705882352941
sk	0.2686682063125481
tl	0.2566510172143975
lv	0.2560689115113547
yo	0.24841772151898736
fi	0.22003284072249588
tr	0.20634920634920634
et	0.2030201342281879
da	0.19217687074829934
pl	0.19148936170212766
hu	0.18244406196213425
no	0.1717523975588492
vi	0.14182475158084915
ms	0.1340018231540565
az	0.12280701754385964
sv	0.11380597014925374
eu	0.08389585342333654
hi	0.07497565725413825

reliable

true

passes

true

name

"Hunter"

dialogue

"Photos? Can I... can I see those?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8203285420944558
fr	0.6268656716417911
ca	0.6203904555314533
sq	0.5721271393643031
et	0.571078431372549
tl	0.4648318042813456
tr	0.45652173913043476
no	0.453125
lt	0.4496855345911949
az	0.4444444444444444
da	0.44267515923566875
hr	0.44267515923566875
sv	0.44089456869009586
lv	0.4336569579288026
pl	0.4186046511627907
it	0.396551724137931
cs	0.375
ro	0.33962264150943394
yo	0.3320610687022901
es	0.3137254901960784
pt	0.3137254901960784
hi	0.3055555555555556
sk	0.29149797570850206
de	0.2886178861788618
nl	0.2886178861788618
be	0.2857142857142857
hu	0.2768595041322314
is	0.2647058823529412
uk	0.2647058823529412
vi	0.2647058823529412

reliable

true

passes

true

name

"Marie"

dialogue

"Oui, oui, regardez. C'est flou mais... vous voyez cette forme? Je n'arrivais pas à dormir après ça. Qui est cette personne? Pourquoi est-ce qu'elle se cachait?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8128041931860726
it	0.47780678851174935
pt	0.46380697050938335
ca	0.4189424753050552
ro	0.4001199760047991
nl	0.3761696818465377
hr	0.3315508021390375
de	0.3297587131367293
da	0.3136582017844887
no	0.31224209078404397
es	0.3103448275862069
sl	0.3045897079276773
sk	0.3002099370188943
cs	0.28825622775800713
sq	0.28520371694067187
yo	0.2805755395683453
lt	0.24812030075187969
tl	0.22360248447204967
hu	0.19678714859437751
en	0.1915925626515764
sv	0.19093851132686085
az	0.18765231519090173
ms	0.18765231519090173
fi	0.18099918099918103
is	0.18099918099918103
pl	0.1783073130649137
tr	0.17763157894736845
et	0.15254237288135594
lv	0.12126537785588754
eu	0.059266227657572904

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, I wish I knew what you were saying. These photos though... these are something."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8207242739333095
tl	0.4588744588744588
ro	0.32249322493224936
sq	0.31880108991825606
it	0.3006993006993007
ca	0.29478138222849076
cs	0.26793557833089315
fr	0.2668621700879765
tr	0.2537313432835821
es	0.2401215805471125
pt	0.2401215805471125
no	0.2248062015503876
lt	0.2223950233281493
da	0.21752738654147105
hr	0.21752738654147105
sv	0.2163009404388715
lv	0.21135646687697163
pl	0.20127795527156547
yo	0.1482112436115843
ms	0.13494809688581316
hi	0.1334488734835355
sk	0.12587412587412586
de	0.1243432574430823
nl	0.1243432574430823
be	0.12280701754385964
hu	0.11816578483245149
az	0.11190053285968028
et	0.11190053285968028
is	0.11190053285968028
uk	0.11190053285968028
vi	0.11190053285968028

reliable

true

passes

true

name

"Marie"

dialogue

"Vous comprenez? C'est important, non? Je crois que cette personne... je crois qu'elle suivait quelqu'un."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8292170257488176
it	0.6266513497989662
ca	0.5416078984485191
es	0.5083207261724659
en	0.4724025974025974
pt	0.4619205298013245
de	0.43820224719101125
tl	0.42528735632183906
ro	0.42016057091882253
nl	0.406392694063927
no	0.406392694063927
da	0.3953488372093023
hr	0.26136363636363635
lt	0.2605233219567691
tr	0.2605233219567691
eu	0.25968109339407747
cs	0.24065420560747666
sk	0.2388758782201405
hu	0.21875
et	0.21686746987951808
sl	0.21020656136087487
yo	0.2004920049200492
sv	0.19154228855721395
pl	0.1875
sq	0.181360201511335
fi	0.15474642392717813
ms	0.11924119241192413
lv	0.10344827586206896
is	0.08835904628330996
az	0.08321579689703808

reliable

true

passes

true

name

"Hunter"

dialogue

"I need to get these photos to the station. Look, I'm going to write down my number, okay? Maybe we can find a translator."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8214697074406818
tl	0.5797180043383948
da	0.5331325301204819
no	0.5038412291933418
pl	0.4954427083333333
fr	0.4887862796833773
nl	0.4836775483011325
yo	0.4749322493224933
et	0.4717109747784594
sk	0.4699042407660739
sv	0.45917655268667135
sq	0.4355426074289876
it	0.4271988174427199
cs	0.4263508512213176
ro	0.4172932330827067
hr	0.4168547780285929
lt	0.41198786039453716
de	0.41019786910197864
sl	0.4056748466257669
ca	0.39072327044025157
lv	0.3704305442729488
ms	0.3465430016863406
pt	0.31778169014084506
tr	0.3086529884032114
az	0.2999096657633243
is	0.2922374429223744
hu	0.28702851885924563
es	0.2716165413533835
vi	0.22188755020080322
fi	0.15760869565217392
eu	0.15021929824561403
hi	0.0903755868544601
zh	0.0903755868544601
be	0.08284023668639054
uk	0.07517899761336516

reliable

true

passes

true

name

"Marie"

dialogue

"Un traducteur? Oui, oui, bonne idée. Je veux aider. Cette ville... quelque chose ne va pas ici. Je le sens."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8228811335607452
it	0.5786516853932584
ro	0.543918918918919
ca	0.5058565153733529
en	0.4835501147666412
nl	0.4775541795665635
de	0.4730679156908665
es	0.471830985915493
sl	0.4140625
hu	0.40789473684210525
no	0.40423654015887023
da	0.40371024734982336
yo	0.36679174484052535
sv	0.3620037807183365
sq	0.3577545195052331
tl	0.34466019417475724
hr	0.34210526315789475
lv	0.33035714285714285
cs	0.3019648397104447
fi	0.29319371727748694
lt	0.28191489361702127
tr	0.266304347826087
et	0.2474916387959866
sk	0.23556058890147225
pl	0.1818181818181818
ms	0.17883211678832117
az	0.09274193548387095
pt	0.09029649595687331
is	0.08536585365853659

reliable

true

passes

true

name

"Hunter"

dialogue

"I don't know what you just said but I can tell you're scared, miss. You're not wrong to be."

detectedLang

"en"

heavyLang

"en"

scores

en	0.829379265518362
tl	0.5291479820627802
yo	0.38882421420256114
cs	0.37425506555423127
ca	0.3574051407588739
lt	0.34701492537313433
et	0.3453865336658354
pl	0.3320610687022901
hr	0.3269230769230769
no	0.32605905006418484
da	0.31640625
sv	0.3137254901960784
tr	0.3
vi	0.29245283018867924
sk	0.279835390946502
it	0.27884615384615385
lv	0.2605633802816902
hu	0.2595204513399154
ro	0.24242424242424243
az	0.21052631578947367
sq	0.2033383915022762
sl	0.1873065015479876
fr	0.1435562805872757
ms	0.14215686274509806
be	0.11764705882352942
is	0.10714285714285714
uk	0.10714285714285714

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. Yeah. What? Where? I'll be right there. Don't touch anything."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8138714733542319
tl	0.4324970131421744
de	0.4171779141104295
sq	0.41502463054187194
fr	0.35197817189631647
yo	0.27921092564491656
da	0.24722662440570525
no	0.24242424242424243
ms	0.2238562091503268
hu	0.19763513513513514
lt	0.1908006814310051
sv	0.12844036697247707
it	0.1171003717472119
nl	0.1171003717472119
pt	0.1171003717472119
ca	0.11048689138576778
ro	0.11048689138576778
sl	0.11048689138576778
tr	0.11048689138576778

reliable

true

passes

true

name

"Marie"

dialogue

"Vous devez partir? Attendez — prenez ma carte. Mon nom est Marie. S'il vous plaît, trouvez quelqu'un qui parle français. C'est vraiment important."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8011533107973752
ca	0.6312684365781711
it	0.6152366294728743
ro	0.5663486556808326
pt	0.5531724754244861
en	0.5283018867924528
es	0.5251661918328585
no	0.4600431965442765
tl	0.4600431965442765
da	0.43661971830985913
nl	0.39759036144578314
sq	0.37733499377334995
de	0.3757802746566792
eu	0.3573264781491003
sv	0.3498049414824447
sl	0.34554973821989526
hr	0.3368700265251989
sk	0.33020763563295374
pl	0.3093922651933701
lt	0.2917847025495751
tr	0.28825622775800713
et	0.2652461425422484
hu	0.25650557620817843
yo	0.2553983618763961
lv	0.24528301886792453
ms	0.24242424242424243
cs	0.24127465857359634
az	0.2163009404388715
is	0.11894273127753303
hi	0.07235621521335807
vi	0.07235621521335807
fi	0.05571293673276676

reliable

true

passes

true

name

"Hunter"

dialogue

"Marie. Got it. I'll be back, Marie. Don't go anywhere alone, you hear me?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7918593894542091
tl	0.5302713987473904
sq	0.4545454545454546
it	0.4230769230769231
yo	0.4201030927835051
fr	0.4102228047182176
pl	0.358974358974359
no	0.3440233236151603
lt	0.28457869634340227
ro	0.28457869634340227
es	0.2730210016155089
pt	0.26229508196721313
sl	0.26229508196721313
et	0.2598684210526316
ms	0.24623115577889448
nl	0.24623115577889448
lv	0.24369747899159663
da	0.2398648648648649
sv	0.2398648648648649
de	0.23857868020304565
cs	0.23339011925042585
fi	0.22945205479452058
hu	0.20634920634920634
hr	0.14285714285714285
ca	0.1346153846153846
eu	0.12280701754385964
sk	0.12280701754385964

reliable

true

passes

true