Run: 2026-04-25-01KQ2E6Z0PD4RZJGQ5934S2W2B

Run Details

Model:: DeepSeek V4 Flash (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 13.6s
Cost:: $0.000272
Provider:: DeepSeek

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="Isabella">
Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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:

Isabella 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 Italian, and Hunter looks confused.

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

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

Isabella: "..."
Hunter: "..."

Model response

**Voice Sheet: Café Scene – Alborn, MN**

Isabella: *(looking at camera, muttering to herself)* "Le foto sono bellissime, ma... perché c'è quell'ombra dietro l'albero?"

Hunter: *(approaching, hands in coat pockets)* "Excuse me. I'm Detective Hunter. I need to ask you a few questions about the disappearance near the apple orchard last night. Did you see anything unusual?"

Isabella: *(startled, looks up, voice trembling)* "Non capisco... Io parlo solo italiano. Sì, ho visto qualcosa, ma non so come spiegarlo. Un'ombra, una figura—mi ha fatto paura."

Hunter: *(frowning, speaking slowly)* "I... I don't speak Italian. Do you understand any English? No? Okay. Look—" *(points to himself, then to the camera)* "The camera. You were taking pictures near the orchard last night, yes?"

Isabella: *(nods, then points to the camera screen, agitated)* "Sì, sì, qui—guardi! Ho catturato questa immagine. Non so cosa sia. Forse un uomo? Ma si muoveva in modo strano, come un animale."

Hunter: *(squinting at the camera, trying to see)* "You took a photo? Can I see it? That might help."

Isabella: *(holds up camera, scrolls to a dark, blurry image, voice shaky)* "Ecco. Non so se sia collegato, ma ho sentito un rumore subito dopo. Come un rantolo."

Hunter: *(studying the image, speaking more to himself)* "That's... something. Could be our guy. Or just a deer." *(looks up at Isabella)* "You saw this near the orchard? At what time?"

Isabella: *(frustrated, gestures with hands)* "Non capisce una parola, vero? Mi dispiace. Io volevo aiutare. Le dieci, forse? Dopo il tramonto."

Hunter: *(sighs, pulls out a notepad, writes "10pm?" and shows her)* "Ten? Like this?"

Isabella: *(nods vigorously)* "Sì, sì! Dieci."

Hunter: *(nods back, then his phone rings. He checks it, looks apologetic)* "I'm sorry, I have to take this. It's the station." *(answers phone)* "Hunter here... Yes, I'm on it. I'll be right there."

Isabella: *(watches him, worried)* "Dove va? Deve credermi—c'è qualcosa di brutto in questa città."

Hunter: *(pocketing phone, gives a small, futile wave)* "I'll find a translator. Stay in town, okay? Don't delete that photo." *(turns and hurries away)*

Isabella: *(to herself, hugging the camera)* "Non ho capito niente, ma spero mi abbia creduto."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Le foto sono bellissime, ma... perché c'è quell'ombra dietro l'albero?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7857465042850699
fr	0.6250986582478296
es	0.4973544973544973
ro	0.4859307359307359
ca	0.4418331374853114
sk	0.42839951865222625
pt	0.38946015424164526
sl	0.37335092348284965
hu	0.35549525101763907
et	0.3546195652173913
lt	0.33286516853932585
cs	0.31654676258992803
nl	0.3115942028985507
sq	0.30758017492711365
yo	0.29629629629629634
tl	0.2647058823529412
pl	0.26356589147286824
ms	0.24242424242424243
lv	0.2351046698872786
da	0.23263327948303714
de	0.22889610389610393
sv	0.1810344827586207
fi	0.15480427046263345
tr	0.15026833631484796
en	0.14721723518850988
no	0.14721723518850988
vi	0.1410488245931284
hr	0.11048689138576778

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me. I'm Detective Hunter. I need to ask you a few questions about the disappearance near the apple orchard last night. Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7967882632831087
fr	0.5757450331125828
tl	0.5709501883633319
it	0.4973025993133889
no	0.46081009994739613
nl	0.45995785036880926
es	0.43213296398891965
pt	0.4292873051224944
sq	0.4202488687782805
et	0.40990213010938403
da	0.4044160371876816
ca	0.3898809523809524
de	0.37039312039312045
cs	0.36335403726708076
yo	0.36256218905472637
ro	0.3450479233226837
ms	0.3437900128040973
hr	0.32476943346508563
sv	0.3234323432343234
sl	0.32253800396563115
sk	0.2771509167842031
pl	0.2631200575125809
lv	0.19921875
lt	0.19544740973312402
hu	0.17868589743589747
tr	0.16734362307067424
fi	0.11865864144453997
is	0.11865864144453997
az	0.11485319516407601
vi	0.11485319516407601
be	0.0639269406392694
eu	0.0639269406392694
uk	0.057904411764705885

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco... Io parlo solo italiano. Sì, ho visto qualcosa, ma non so come spiegarlo. Un'ombra, una figura—mi ha fatto paura."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8038763267189664
es	0.6364414029084687
ca	0.5754245754245755
pt	0.5360262008733625
ro	0.47433518862090285
en	0.452319587628866
no	0.4389438943894389
fr	0.42876344086021506
sk	0.42333785617367703
yo	0.4162087912087912
tl	0.40056417489421725
sl	0.3941553813257306
de	0.38001458789204956
sq	0.33852140077821014
hu	0.2951907131011609
da	0.28330522765598654
pl	0.2778249787595582
sv	0.27597955706984667
cs	0.2672413793103448
ms	0.25569176882662
lv	0.25503943908851884
lt	0.24712134632418067
nl	0.19278252611585947
hr	0.1904761904761905
tr	0.18269230769230768
vi	0.17234664070107109
et	0.16090819348469892
fi	0.1474423269809428
az	0.1317671092951992
eu	0.09284951974386339
is	0.07809110629067245

reliable

true

passes

true

name

"Hunter"

dialogue

"The camera. You were taking pictures near the orchard last night, yes?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7979077508321446
tl	0.6955587392550142
fr	0.5711402623612513
nl	0.5334796926454446
no	0.48609431680773885
de	0.46741854636591484
ro	0.42176870748299317
sv	0.4162087912087912
ca	0.3902439024390244
et	0.36661698956780925
da	0.34514637904468415
yo	0.29867986798679863
it	0.27101200686106347
ms	0.2608695652173913
sq	0.2595818815331011
pl	0.19962335216572505
es	0.18893129770992365
tr	0.16829745596868884
lv	0.16338582677165356
fi	0.15841584158415842
cs	0.1550695825049702
is	0.1431451612903226
pt	0.1431451612903226
sk	0.1431451612903226
sl	0.1431451612903226

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì, sì, qui—guardi! Ho catturato questa immagine. Non so cosa sia. Forse un uomo? Ma si muoveva in modo strano, come un animale."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8121183654297792
en	0.5975855130784709
fr	0.5749202975557917
tl	0.5528228060368922
ro	0.5457126632595116
ca	0.5389048991354467
es	0.5351539802440441
yo	0.46272666218938885
sl	0.4542974079126876
pt	0.4314143567874911
sk	0.4223826714801444
no	0.40119760479041916
de	0.38556067588325654
lv	0.3485342019543974
hr	0.33444259567387685
sq	0.32998324958123953
lt	0.3079584775086505
sv	0.30131004366812225
is	0.2920353982300885
et	0.2907801418439716
nl	0.27927927927927926
cs	0.2779783393501805
da	0.2523364485981308
pl	0.2516370439663237
ms	0.24812030075187969
eu	0.1927346115035318
vi	0.1811668372569089
az	0.15164369034994699
fi	0.11406423034330011
hu	0.09297052154195011
tr	0.06868451688009314

reliable

true

passes

true

name

"Hunter"

dialogue

"You took a photo? Can I see it? That might help."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8345213849287169
tl	0.6404867256637168
cs	0.5535714285714286
fr	0.5396600566572238
yo	0.5227606461086637
ca	0.5192307692307693
et	0.4766505636070853
sq	0.473257698541329
no	0.4706840390879479
da	0.4672131147540984
hr	0.4357638888888889
it	0.4247787610619469
pl	0.41546762589928055
ro	0.4133574007220217
tr	0.4080145719489982
hu	0.40693430656934304
lv	0.4025735294117647
az	0.3925233644859813
sk	0.38330170777988615
sv	0.3821292775665399
lt	0.30851063829787234
de	0.30257510729613735
pt	0.3010752688172043
is	0.29805615550755943
vi	0.2903930131004367
es	0.28884026258205686
sl	0.21686746987951808
hi	0.19154228855721395
be	0.17721518987341772
eu	0.17721518987341772
nl	0.17721518987341772
fi	0.16237113402061853
ms	0.16237113402061853
uk	0.16237113402061853

reliable

true

passes

true

name

"Isabella"

dialogue

"Ecco. Non so se sia collegato, ma ho sentito un rumore subito dopo. Come un rantolo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8029279279279279
fr	0.5661157024793388
en	0.520109689213894
ca	0.5023696682464455
es	0.5014245014245015
no	0.4961612284069098
yo	0.48224852071005914
ro	0.4791666666666667
pt	0.40273037542662116
tl	0.37200956937799046
sk	0.36286407766990286
lv	0.35344827586206895
sl	0.3502475247524753
fi	0.3453865336658354
sq	0.3445692883895131
ms	0.31994818652849744
cs	0.3155149934810952
hr	0.2857142857142857
vi	0.25213675213675213
eu	0.2456896551724138
nl	0.2391304347826087
de	0.18856259659969088
pl	0.16930379746835442
et	0.16
da	0.14910858995137766
is	0.14215686274509806
sv	0.14075286415711946
hu	0.13509060955518945
lt	0.11016949152542374
az	0.10714285714285714
tr	0.10714285714285714

reliable

true

passes

true

name

"Hunter"

dialogue

"You saw this near the orchard? At what time?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8274672187715666
tl	0.7184684684684685
no	0.6147919876733435
da	0.5674740484429065
ms	0.41588785046728977
nl	0.38875305623471884
fr	0.3796526054590571
yo	0.299719887955182
hr	0.251497005988024
pt	0.251497005988024
cs	0.2378048780487805
sq	0.2378048780487805
sv	0.2378048780487805
de	0.23076923076923078

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisce una parola, vero? Mi dispiace. Io volevo aiutare. Le dieci, forse? Dopo il tramonto."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8075784487862642
fr	0.5870393900889453
ro	0.5416078984485191
es	0.5174461766889383
ca	0.4988434849653045
sk	0.3885230479774224
cs	0.37679769894535
en	0.3394308943089431
sl	0.3048128342245989
pt	0.3010752688172043
tl	0.27455357142857145
de	0.2605233219567691
yo	0.24418604651162787
sq	0.23529411764705882
sv	0.23439340400471145
pl	0.22341696535244923
hu	0.21968787515006
nl	0.19852034525277434
tr	0.1935483870967742
hr	0.19053549190535493
lv	0.19053549190535493
da	0.16452442159383035
no	0.15803108808290156
az	0.15032679738562094
is	0.1356382978723404
lt	0.1321762349799733
eu	0.11804613297150611

reliable

true

passes

true

name

"Hunter"

dialogue

"Ten? Like this?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8400852878464818
no	0.625
pl	0.592391304347826
tl	0.5714285714285714
cs	0.5689655172413793
sk	0.5689655172413793
lt	0.5588235294117647
nl	0.5481927710843374

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì, sì! Dieci."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7972972972972973
yo	0.691358024691358
pl	0.592391304347826
lv	0.5098039215686274

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here... Yes, I'm on it. I'll be right there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8213304013194064
tl	0.5683930942895086
de	0.5112781954887218
yo	0.5075757575757576
sq	0.4984567901234568
fr	0.43965517241379315
ca	0.3271221532091097
da	0.32432432432432434
et	0.32150313152400833
no	0.3186582809224318
fi	0.3157894736842105
hu	0.2647058823529412
lt	0.2562929061784897
hr	0.21307506053268765
lv	0.20924574209245742
hi	0.20537897310513448
pl	0.20537897310513448
cs	0.1875
sk	0.1875
sv	0.17721518987341772
it	0.16237113402061853
nl	0.16237113402061853
pt	0.16237113402061853
ms	0.15364583333333331
ro	0.15364583333333331
sl	0.15364583333333331
tr	0.15364583333333331

reliable

true

passes

true

name

"Isabella"

dialogue

"Dove va? Deve credermi—c'è qualcosa di brutto in questa città."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8231132075471699
pt	0.527806925498426
ro	0.5071193866374589
en	0.48921679909194093
fr	0.45520581113801456
ca	0.4485294117647059
de	0.40476190476190477
sl	0.40318302387267907
ms	0.39999999999999997
tl	0.36619718309859156
sv	0.35988620199146515
yo	0.3283582089552239
es	0.2879746835443038
nl	0.25742574257425743
sk	0.2537313432835821
no	0.23208191126279862
fi	0.18625678119349007
vi	0.1773308957952468
az	0.15730337078651685
pl	0.15730337078651685
hr	0.14772727272727273
sq	0.14772727272727273
is	0.14285714285714285
lv	0.1362763915547025

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll find a translator. Stay in town, okay? Don't delete that photo."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7929858743302484
ro	0.578790882061447
tl	0.5758483033932136
sl	0.5081018518518519
nl	0.4988207547169811
it	0.48609431680773885
fr	0.4766009852216749
da	0.4606598984771573
pt	0.45928753180661575
sv	0.45652173913043476
no	0.4537275064267352
de	0.4501940491591203
pl	0.43408788282290284
sq	0.4022503516174402
cs	0.3963068181818182
ca	0.39544807965860596
es	0.39372325249643364
et	0.37774524158125916
ms	0.37774524158125916
hu	0.3609022556390977
hr	0.35703479576399394
tr	0.3359375
az	0.3338557993730407
yo	0.3275316455696203
sk	0.3122977346278317
vi	0.27101200686106347
lt	0.2595818815331011
eu	0.24377224199288253
lv	0.24377224199288253
hi	0.1533864541832669
is	0.15
fi	0.1290983606557377

reliable

true

passes

true

name

"Isabella"

dialogue

"Non ho capito niente, ma spero mi abbia creduto."

detectedLang

"it"

heavyLang

"it"

scores

it	0.819214876033058
ro	0.609375
fr	0.5925494761350407
pt	0.576271186440678
es	0.5263870094722598
sk	0.49784791965566716
ca	0.43273905996758516
en	0.4281045751633987
tl	0.42052980132450335
no	0.36247723132969034
cs	0.34944237918215615
pl	0.34579439252336447
hu	0.3230174081237911
yo	0.3217054263565891
eu	0.32038834951456313
de	0.3069306930693069
sq	0.3
et	0.2222222222222222
nl	0.2081447963800905
sl	0.2081447963800905
da	0.1822429906542056
hr	0.1822429906542056
vi	0.1822429906542056
tr	0.17061611374407584
lt	0.1566265060240964
ms	0.1566265060240964

reliable

true

passes

true