Run: 2026-02-19-01KHVPP5YGSBESSPWA876V9TH0

Run Details

Model:: Gemini 3.1 Pro (Preview)
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 48.9s
Cost:: $0.039300
Provider:: Google AI Studio

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="Melanie">
Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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:

Melanie 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 German, and Hunter looks confused.

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

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

Melanie: "..."
Hunter: "..."

Model response

**Hunter:** "(Approaching the table, flashing a badge) Excuse me, miss. Detective Hunter. I need to ask you some questions about the disappearances near the apple festival grounds."

**Melanie:** "(Startled, looking up from her camera) Entschuldigung? Ich... ich verstehe Sie nicht. Ich spreche kein Englisch."

**Hunter:** "(Narrowing his eyes, sighing) Right, the college student from overseas. Look, I don't know a lick of German. Not one word. But I know you were out by the orchards yesterday. Did you see anything?"

**Melanie:** "(Voice shaking, pulling the camera closer to her chest) Sind Sie von der Polizei? Oh Gott... es war furchtbar. Ich wollte nur die Landschaft fotografieren, die Bäume, und dann..."

**Hunter:** "(Pinching the bridge of his nose) Ma'am, taking a deep breath would go a long way. I have absolutely no idea what you're saying. Just, uh... missing people? Disappearances? Did you see anyone?"

**Melanie:** "(Tears welling up, frantically tapping her camera screen) Bitte, Sie müssen sich das ansehen! Bei den Apfelbäumen! Es war so unheimlich. Dieser Mann... er ist einfach im Wald verschwunden!"

**Hunter:** "Okay, camera. Photos. You want me to look at your pictures? Let me see."

**Melanie:** "(Hands him the camera, her hands visibly trembling) Da. Der Schatten im Hintergrund. Erst war er da, und dann... weg. Komplett verschwunden."

**Hunter:** "(Squinting at the small digital screen) It’s a landscape shot. Woods... wait a minute. Is that a boot? Just past the cider mill?"

**Melanie:** "(Nodding quickly, though still confused) Verstehen Sie? Sehen Sie den Mann dort im Schatten?"

**Hunter:** "(Cell phone suddenly rings, shattering the moment) Hold that thought. (Answers phone) Hunter. ... Yeah, speak to me. ... Are you kidding? Another one? Where? ... Yeah, I know the trail. Copy that, I'm on my way across town."

**Melanie:** "(Standing up, looking highly distressed) Was ist passiert? Gehen Sie schon?"

**Hunter:** "(Handing the camera back) I have to leave. Duty calls. I promise I will bring someone down here who can actually understand you. Just stay inside the town limits. Comprende? Wait, that's Spanish. Just... stay put."

**Melanie:** "Ich... ich verstehe Sie nicht! Bitte, der Mann auf dem Foto—!"

**Hunter:** "(Already turning away) I'll be back. Don't go back to the orchards!"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. Detective Hunter. I need to ask you some questions about the disappearances near the apple festival grounds."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7949831162566329
fr	0.6458333333333333
tl	0.5998116760828626
it	0.5473908413205538
ca	0.507531865585168
pt	0.502050380785003
no	0.4801223241590214
es	0.4785276073619632
nl	0.44335297969875576
da	0.442257217847769
sq	0.43029490616621985
sv	0.4229463679565512
cs	0.4026704146170063
hr	0.38091769847050255
sl	0.380466472303207
ro	0.379108838568298
ms	0.3694362017804154
et	0.3301812450748621
de	0.3167202572347267
yo	0.2802709568162574
pl	0.27597955706984667
lv	0.2747440273037543
sk	0.2747440273037543
lt	0.2563429571303587
az	0.17555771096023276
fi	0.13967611336032387
hu	0.1361788617886179
tr	0.1317671092951992
be	0.07608695652173912
is	0.06900328587075576
uk	0.06900328587075576
vi	0.06900328587075576

reliable

true

passes

true

name

"Melanie"

dialogue

"Entschuldigung? Ich... ich verstehe Sie nicht. Ich spreche kein Englisch."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8219936708860759
nl	0.6265560165975104
ro	0.3440233236151603
pl	0.3353028064992614
no	0.33035714285714285
en	0.3283582089552239
sk	0.3001555209953344
ms	0.2902208201892744
lt	0.2706645056726094
hr	0.24874791318864775
da	0.23857868020304565
it	0.23857868020304565
is	0.23208191126279862
sv	0.225473321858864
sl	0.19642857142857142
cs	0.1818181818181818
hu	0.13793103448275862
es	0.12280701754385964
fr	0.12280701754385964
pt	0.12280701754385964
az	0.11591355599214145
ca	0.11591355599214145
sq	0.11591355599214145

reliable

true

passes

true

name

"Hunter"

dialogue

"Right, the college student from overseas. Look, I don't know a lick of German. Not one word. But I know you were out by the orchards yesterday. Did you see anything?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8069125313767136
tl	0.6408045977011495
no	0.49647532729103727
nl	0.4813278008298755
da	0.43661971830985913
fr	0.4065281899109792
ro	0.37694704049844235
sq	0.3722536095417451
cs	0.37027707808564225
de	0.3678887484197219
pl	0.36427209154481877
yo	0.36386768447837153
ca	0.33862433862433866
it	0.33244325767690247
sv	0.32523616734143057
sk	0.3183367416496251
hr	0.29328621908127206
et	0.26793557833089315
tr	0.2277992277992278
ms	0.2242048099301784
hu	0.21996879875195008
az	0.21752738654147105
is	0.1850040749796251
lt	0.17695473251028807
lv	0.1687448046550291
es	0.16805324459234608
sl	0.12967798085291557
pt	0.12280701754385964
vi	0.11738746690203002
be	0.06542056074766354
eu	0.06542056074766354
fi	0.059266227657572904
uk	0.059266227657572904

reliable

true

passes

true

name

"Melanie"

dialogue

"Sind Sie von der Polizei? Oh Gott... es war furchtbar. Ich wollte nur die Landschaft fotografieren, die Bäume, und dann..."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8141978472578164
nl	0.5603395997574288
no	0.46730345334313006
da	0.4469870327993897
ca	0.4204636290967226
pl	0.37607573149741824
es	0.3690165361183638
ro	0.35094001790510293
sv	0.3491921005385996
en	0.3217960710944809
sk	0.3192488262910798
lv	0.31344696969696967
et	0.30019305019305015
ms	0.30019305019305015
lt	0.29543245869776485
is	0.28921568627450983
tr	0.28711897738446407
eu	0.2814667988107037
sl	0.23924449108079748
cs	0.23684210526315788
hr	0.23684210526315788
sq	0.23036093418259024
it	0.22625400213447172
pt	0.2093784078516903
hu	0.19623059866962306
tl	0.16666666666666666
fr	0.16281755196304848
az	0.1559953434225844
yo	0.1082410824108241
fi	0.103831891223733

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, taking a deep breath would go a long way. I have absolutely no idea what you're saying. Just, uh... missing people? Disappearances? Did you see anyone?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8063114134542707
tl	0.5535714285714286
ca	0.4719216898505924
fr	0.4355726872246696
pt	0.407514450867052
da	0.37953995157384984
sv	0.36923076923076925
nl	0.36256218905472637
es	0.359375
it	0.3479643765903308
et	0.3425272610647851
pl	0.3365695792880259
sk	0.33311646063760575
no	0.3193891102257636
tr	0.29114799446749656
sq	0.2842178770949721
lv	0.2812061711079944
cs	0.2694226657163222
ro	0.2631200575125809
is	0.26046176046176045
hr	0.25562817719680464
de	0.2540029112081513
ms	0.25345957756737075
fi	0.22583081570996977
yo	0.21636085626911314
vi	0.18456642800318218
hu	0.17868589743589747
az	0.16189697465249386
sl	0.1357504215851602
lt	0.12393162393162394
be	0.0639269406392694
eu	0.0639269406392694
uk	0.057904411764705885

reliable

true

passes

true

name

"Melanie"

dialogue

"Bitte, Sie müssen sich das ansehen! Bei den Apfelbäumen! Es war so unheimlich. Dieser Mann... er ist einfach im Wald verschwunden!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8172043010752689
no	0.5173197047132311
nl	0.43633952254641906
da	0.42333785617367703
sv	0.37407952871870404
is	0.3369734789391576
es	0.30213464696223313
lt	0.2691315563198624
tr	0.26660914581535805
en	0.2582897033158813
hu	0.24645390070921988
eu	0.2194674012855831
pt	0.21223354958294718
pl	0.19811320754716982
sk	0.19659735349716445
ca	0.19507575757575757
az	0.17555771096023276
sl	0.15084915084915085
it	0.1474423269809428
sq	0.14054600606673406
yo	0.1290983606557377
lv	0.12371134020618556
et	0.1173416407061267
hi	0.1108786610878661
hr	0.10714285714285714
vi	0.10432033719704953
cs	0.09957627118644068
fi	0.09381663113006397
ms	0.09381663113006397
tl	0.09381663113006397
fr	0.06900328587075576
ro	0.06490649064906491

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, camera. Photos. You want me to look at your pictures? Let me see."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7923790913531998
tl	0.6586345381526104
fr	0.5600414078674948
nl	0.5046620046620046
da	0.5017584994138335
no	0.5005875440658049
et	0.4606598984771573
ca	0.44661458333333337
cs	0.43029490616621985
sl	0.42489851150202973
ro	0.42176870748299317
es	0.39801699716713884
lv	0.39372325249643364
it	0.358974358974359
ms	0.3550834597875569
de	0.3359375
lt	0.30213464696223313
pt	0.28330522765598654
sv	0.2659758203799654
sq	0.2582897033158813
yo	0.24377224199288253
pl	0.2410714285714286
sk	0.236983842010772
hr	0.2144177449168207
hi	0.1533864541832669
fi	0.15

reliable

true

passes

true

name

"Melanie"

dialogue

"Da. Der Schatten im Hintergrund. Erst war er da, und dann... weg. Komplett verschwunden."

detectedLang

"de"

heavyLang

"de"

scores

de	0.81826801517067
da	0.647887323943662
nl	0.6325878594249201
no	0.6244284781188766
sv	0.5381526104417671
tr	0.3830472103004292
en	0.38105489773950485
it	0.37295528898582336
hu	0.33679354094579006
hr	0.33526011560693636
es	0.33061699650756693
pt	0.32193396226415094
sl	0.3047158403869408
is	0.28924598269468477
pl	0.2866004962779156
az	0.28393524283935245
fi	0.27490542244640603
sq	0.27398989898989895
ro	0.2542153047989624
tl	0.25032594524119944
sk	0.2271505376344086
lt	0.20907840440165062
cs	0.19241573033707865
ca	0.18323863636363635
eu	0.17739628040057226
lv	0.11538461538461538
yo	0.11538461538461538
ms	0.1043613707165109
et	0.0987460815047022
fr	0.0987460815047022
vi	0.0987460815047022

reliable

true

passes

true

name

"Hunter"

dialogue

"It’s a landscape shot. Woods... wait a minute. Is that a boot? Just past the cider mill?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7910863509749304
tl	0.5989304812834225
nl	0.5520477815699659
sv	0.48478900883218845
no	0.44620253164556967
da	0.4360902255639098
de	0.4211686879823594
ro	0.4114349775784753
yo	0.39724454649827784
fr	0.38953488372093026
hu	0.37125748502994016
et	0.36823104693140796
ca	0.35185185185185186
is	0.34863523573200994
ms	0.33962264150943394
it	0.336283185840708
hr	0.3251928020565552
sl	0.3101182654402102
sq	0.2886178861788618
cs	0.2827868852459016
sk	0.28082191780821925
pt	0.27884615384615385
es	0.27486187845303867
pl	0.24242424242424243
eu	0.22680412371134018
tr	0.21758569299552907
lt	0.2164179104477612
az	0.20933734939759033
fi	0.20454545454545453
lv	0.11764705882352942
vi	0.11764705882352942

reliable

true

passes

true

name

"Melanie"

dialogue

"Verstehen Sie? Sehen Sie den Mann dort im Schatten?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8332406892718176
no	0.625
nl	0.6245306633291614
sv	0.572039942938659
da	0.5297805642633229
eu	0.4434137291280148
pl	0.4117647058823529
fi	0.39271255060728744
it	0.34210526315789475
en	0.3258426966292135
is	0.3258426966292135
hr	0.2537313432835821
sk	0.2537313432835821
cs	0.23857868020304565
lt	0.20424403183023873
hu	0.1935483870967742
tr	0.1935483870967742
es	0.17355371900826447
fr	0.17355371900826447
pt	0.17355371900826447
az	0.16434540389972147
ca	0.16434540389972147
ro	0.16434540389972147
sq	0.16434540389972147

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold that thought. Hunter. ... Yeah, speak to me. ... Are you kidding? Another one? Where? ... Yeah, I know the trail. Copy that, I'm on my way across town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8164218958611482
tl	0.5973645680819912
no	0.45687952600395
da	0.45
pl	0.38843587842846555
sq	0.37594553706505296
cs	0.3653846153846154
fr	0.35243328100470955
sk	0.3462757527733756
nl	0.34523809523809523
hr	0.3426294820717132
yo	0.3298131600324939
ro	0.31986809563066776
ms	0.28135888501742157
et	0.2744063324538259
ca	0.26404995539696696
sv	0.25742574257425743
sl	0.24519670631290025
it	0.23822714681440443
de	0.23752310536044363
fi	0.21428571428571427
es	0.19668938656280427
lv	0.1831683168316832
az	0.1691842900302115
lt	0.16834677419354838
pt	0.15471311475409835
is	0.140625
tr	0.13522012578616352
hi	0.0924092409240924
be	0.0782122905027933
hu	0.07511210762331838
uk	0.07094594594594594
vi	0.07094594594594594

reliable

true

passes

true

name

"Melanie"

dialogue

"Was ist passiert? Gehen Sie schon?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8421717171717171
nl	0.6301775147928995
en	0.5748299319727891
no	0.50199203187251
it	0.44320712694877507
eu	0.3150684931506849
pl	0.3093922651933701
ca	0.30747922437673125
hi	0.29775280898876405
pt	0.2937853107344633
fr	0.2816091954022989
tr	0.2732558139534884
cs	0.2625368731563422
fi	0.26035502958579887
yo	0.258160237388724
sk	0.2492492492492493
tl	0.2492492492492493
da	0.24698795180722888
sv	0.2378048780487805
et	0.20634920634920634
is	0.20634920634920634
ms	0.20634920634920634

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to leave. Duty calls. I promise I will bring someone down here who can actually understand you. Just stay inside the town limits. Comprende? Wait, that's Spanish. Just... stay put."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8092957246762463
da	0.5362381363244176
no	0.4922059518186112
ca	0.4826756496631377
tl	0.4693978282329713
de	0.4551444500760264
sv	0.45292620865139954
es	0.4412681912681913
nl	0.4284954811270601
ro	0.40771349862258954
pt	0.38465941614195764
it	0.38004613610149945
sq	0.36876100998238404
fr	0.3585918854415275
cs	0.33764633394947624
hr	0.33312655086848636
et	0.3122200895713372
pl	0.27217332430602575
sk	0.2534722222222222
yo	0.2354196301564723
ms	0.2181818181818182
lt	0.1905120481927711
sl	0.15086887835703003
lv	0.14682539682539683
tr	0.12029459901800327
az	0.11522633744855967
hu	0.11376751854905194
is	0.11303630363036303
eu	0.07487091222030981
be	0.061135371179039305
uk	0.05536028119507908
vi	0.05536028119507908

reliable

true

passes

true

name

"Melanie"

dialogue

"Ich... ich verstehe Sie nicht! Bitte, der Mann auf dem Foto—!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.844097995545657
no	0.6040723981900453
nl	0.5767835550181378
da	0.5460440985732815
pl	0.453125
it	0.375
sk	0.36247723132969034
et	0.32950191570881227
sv	0.3230174081237911
cs	0.31237721021611
is	0.29292929292929293
es	0.2584745762711864
pt	0.2584745762711864
ro	0.2584745762711864
ca	0.25213675213675213
lt	0.18032786885245902
sl	0.18032786885245902
hu	0.17061611374407584
en	0.15254237288135594
fr	0.15254237288135594
lv	0.15254237288135594
az	0.14425427872860636
hr	0.14425427872860636
sq	0.14425427872860636

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll be back. Don't go back to the orchards!"

detectedLang

"en"

heavyLang

"en"

scores

en	0.793233082706767
tl	0.6222527472527472
yo	0.6104815864022662
no	0.5036101083032491
da	0.48308270676691734
pl	0.46911196911196906
lt	0.439918533604888
fr	0.3806306306306307
sk	0.32432432432432434
cs	0.3226600985221675
lv	0.30730478589420657
sl	0.3055555555555556
hu	0.298469387755102
hr	0.2966751918158568
nl	0.233983286908078
ms	0.22096317280453256
sq	0.22096317280453256
sv	0.22096317280453256
de	0.21428571428571427

reliable

true

passes

true