Run: 2026-04-25-01KQ2E0P52T8H0CEFPMJ6PT00P

Run Details

Model:: DeepSeek V4 Pro (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 23.9s
Cost:: $0.000719
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

Isabella: (looking down at her camera, whispering) "Non posso credere che sia successo di nuovo... proprio qui, in questa piazza."

Hunter: "Excuse me, miss. I'm Detective Hunter. You were in the park last evening, weren't you? I need to ask you a few questions about what you saw."

Isabella: "Sì, ero lì... ma non volevo vedere niente. È stato terribile. L'uomo è sparito nel nulla, come inghiottito dalla nebbia."

Hunter: "I'm sorry, I don't... I don't understand. Can you say that in English? You saw something?"

Isabella: "La nebbia... era così fitta, e poi lui non c'era più. Ho scattato una foto, ma non so se... ho paura."

Hunter: "Photo? You took a photo? Can I see it? Was anyone else there?"

Isabella: (fumbling with the camera, hands trembling) "Ecco, guardi... ma non si vede quasi niente. Solo ombre. È come se il paese nasconda qualcosa di oscuro."

Hunter: "Okay, I see the image... it's blurry. But you're clearly frightened. Did someone threaten you? Nod if you understand that."

Isabella: "Minacciare? No, no... ma il silenzio dopo... era innaturale. Nemmeno gli uccelli cantavano. E poi ho trovato questo per terra." (shows a small, strange key)

Hunter: "A key? Where did you find this? Near the gazebo? Miss, this could be important. Can you show me exactly where?"

Isabella: "Vicino alla statua, quella del fondatore. Ma non dica che gliel'ho dato io, la prego. Se qualcuno sa che l'ho raccolto..."

Hunter: "I can't follow everything, but you're safe. We'll protect you. Did you recognize the man who disappeared? Tall? Beard?"

Isabella: "Alto, sì. Con un cappello scuro. Sembrava un turista, come me. Ma come è possibile che nessuno lo cerchi?"

(Hunter's phone rings)

Hunter: (answers, listens) "Understood. I'm on my way." (to Isabella) "I have to go—emergency at the old mill. Stay here. I'll send someone who speaks Italian. Don't talk to anyone else, okay?"

Isabella: "Va bene... ma faccia presto. Ho la sensazione che non sia finita."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Non posso credere che sia successo di nuovo... proprio qui, in questa piazza."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8393021120293848
pt	0.6430999320190347
en	0.602874432677761
fr	0.5779742765273312
ro	0.53125
ca	0.5120817843866171
ms	0.4324324324324324
sv	0.421806167400881
nl	0.40340909090909094
da	0.3794326241134752
tl	0.37796208530805686
sl	0.35424354243542433
de	0.3225806451612903
yo	0.2953020134228188
lv	0.26675977653631283
es	0.23802612481857763
eu	0.2324561403508772
no	0.2324561403508772
pl	0.22337278106508876
hr	0.21991084695393756
sk	0.2033383915022762
fi	0.1640127388535032
vi	0.15594855305466235
az	0.13793103448275862
is	0.125
tr	0.12353923205342236
cs	0.11764705882352942
sq	0.10714285714285714
et	0.10102739726027396

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss. I'm Detective Hunter. You were in the park last evening, weren't you? I need to ask you a few questions about what you saw."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8088064889918888
tl	0.6206896551724138
nl	0.579296277409485
it	0.5513866231647635
fr	0.521461716937355
no	0.5100950118764845
ro	0.48243412797992474
da	0.4794952681388013
sv	0.4687701223438506
pt	0.46774193548387094
ca	0.4425675675675676
sq	0.41447835344215755
sl	0.4123931623931624
es	0.40647482014388486
yo	0.3947175348495965
cs	0.3857036485480268
ms	0.3574766355140187
de	0.35546874999999994
pl	0.3529411764705882
et	0.3462757527733756
hr	0.34471803018268465
sk	0.2881794650560828
lv	0.23611111111111113
lt	0.23184357541899442
is	0.23112767940354148
hu	0.21278625954198474
az	0.20825335892514396
tr	0.19980601357904945
fi	0.14330218068535827
vi	0.13883089770354906
be	0.0782122905027933
eu	0.0782122905027933
uk	0.07094594594594594

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì, ero lì... ma non volevo vedere niente. È stato terribile. L'uomo è sparito nel nulla, come inghiottito dalla nebbia."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7961452928094885
ro	0.4294605809128631
fr	0.4073275862068965
sq	0.40390173410404623
yo	0.40390173410404623
en	0.38432835820895517
es	0.3648960739030023
de	0.35797665369649806
no	0.33035714285714285
da	0.32653061224489793
sk	0.3232157506152584
et	0.31986809563066776
pt	0.3153526970954357
fi	0.314214463840399
lt	0.3119266055045872
sv	0.3055555555555556
ca	0.3008474576271187
nl	0.2954739538855679
tl	0.29062768701633707
cs	0.27695004382120947
pl	0.2172675521821632
sl	0.2112810707456979
az	0.19590643274853803
is	0.1708542713567839
eu	0.16666666666666666
hu	0.14948453608247422
hr	0.1424116424116424
tr	0.13883089770354906
ms	0.13066385669125397
vi	0.08637873754152825
lv	0.07094594594594594

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry, I don't... I don't understand. Can you say that in English? You saw something?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8152936830439601
tl	0.5867768595041323
sv	0.5136186770428015
no	0.51171875
da	0.5059288537549407
de	0.4517543859649123
ro	0.43052391799544415
it	0.419953596287703
nl	0.4004796163069544
ms	0.3939393939393939
pl	0.3654822335025381
cs	0.34810951760104303
az	0.3093922651933701
ca	0.3006993006993007
hr	0.29676511954992973
pt	0.2625368731563422
yo	0.25925925925925924
sk	0.24357034795764
sl	0.23547400611620795
tr	0.22720247295208654
is	0.21507064364207218
sq	0.21135646687697163
es	0.13494809688581316
be	0.12280701754385964
hu	0.11816578483245149
et	0.11190053285968028
lt	0.11190053285968028
lv	0.11190053285968028
uk	0.11190053285968028
vi	0.11190053285968028

reliable

true

passes

true

name

"Isabella"

dialogue

"La nebbia... era così fitta, e poi lui non c'era più. Ho scattato una foto, ma non so se... ho paura."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8127880184331796
ro	0.5631720430107527
ca	0.5202952029520296
es	0.5138369483919223
fr	0.500768049155146
yo	0.44301628106255353
no	0.4362532523850824
pt	0.43032427695004377
sl	0.3964716805942433
tl	0.3925233644859813
sq	0.3838862559241706
sk	0.365234375
en	0.3486973947895792
cs	0.31650893796004204
sv	0.29653679653679654
vi	0.2864983534577387
de	0.281767955801105
hr	0.281767955801105
pl	0.2793791574279379
da	0.2571428571428571
et	0.2545871559633027
lt	0.25287356321839083
eu	0.21212121212121213
fi	0.20245398773006135
hu	0.1965389369592089
ms	0.17407878017789072
lv	0.16237113402061853
nl	0.16237113402061853
tr	0.09722222222222222
is	0.09344490934449094
az	0.08835904628330996

reliable

true

passes

true

name

"Hunter"

dialogue

"Photo? You took a photo? Can I see it? Was anyone else there?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8306997742663657
tl	0.570446735395189
cs	0.5179948586118251
sq	0.49664429530201337
yo	0.4959677419354839
de	0.4925575101488498
ca	0.4834710743801653
fr	0.45014662756598234
et	0.44113263785394935
hr	0.4009584664536741
it	0.3902439024390244
pl	0.3811881188118812
ro	0.37913907284768217
tr	0.37395659432387307
hu	0.37290969899665555
lv	0.3686868686868687
no	0.3644067796610169
da	0.36006825938566556
az	0.358974358974359
nl	0.35233160621761656
sk	0.35008665511265163
sv	0.34895833333333337
lt	0.27884615384615385
pt	0.27184466019417475
is	0.2690058479532163
vi	0.2618110236220473
es	0.26035502958579887
sl	0.1935483870967742
hi	0.17035398230088497
be	0.15730337078651685
eu	0.15730337078651685
fi	0.14383561643835618
ms	0.14383561643835618
uk	0.14383561643835618

reliable

true

passes

true

name

"Isabella"

dialogue

"Ecco, guardi... ma non si vede quasi niente. Solo ombre. È come se il paese nasconda qualcosa di oscuro."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8205445544554455
fr	0.5814087759815243
es	0.5147255689424364
ca	0.5003445899379738
pt	0.4989633724948168
ro	0.4528301886792453
tl	0.45034116755117515
yo	0.44359171143514964
en	0.348607367475292
sq	0.348607367475292
cs	0.31474480151228734
ms	0.31214421252371916
hr	0.279324055666004
sk	0.27644710578842313
et	0.26619433198380565
no	0.25257731958762886
sl	0.25103305785123964
az	0.2170626349892009
vi	0.19444444444444445
da	0.18994413407821228
eu	0.18539325842696627
de	0.1826381059751973
tr	0.17613636363636365
lt	0.15893271461716937
pl	0.12860576923076922
fi	0.12333736396614269
nl	0.11260709914320685
sv	0.1060419235511714
hu	0.10161090458488227
lv	0.08919597989949749

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, I see the image... it's blurry. But you're clearly frightened. Did someone threaten you? Nod if you understand that."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7961402555042131
tl	0.5104438642297651
no	0.49562878278412914
sv	0.4517543859649123
da	0.44526627218934917
nl	0.3397887323943662
de	0.3339253996447602
fr	0.3169398907103825
cs	0.2625368731563422
ro	0.24698795180722888
et	0.237029501525941
sq	0.2203742203742204
ca	0.21875
pl	0.21383647798742136
yo	0.20550847457627117
pt	0.1812227074235808
sk	0.17672886937431392
es	0.1758241758241758
hr	0.156355455568054
is	0.1544532130777903
eu	0.15254237288135594
it	0.13294797687861273
ms	0.09420289855072464
sl	0.09420289855072464
be	0.08536585365853659
tr	0.08536585365853659
hu	0.08200734394124846
az	0.07749077490774908
lt	0.07749077490774908
lv	0.07749077490774908
uk	0.07749077490774908
vi	0.07749077490774908

reliable

true

passes

true

name

"Isabella"

dialogue

"Minacciare? No, no... ma il silenzio dopo... era innaturale. Nemmeno gli uccelli cantavano. E poi ho trovato questo per terra."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8111425873465533
ca	0.5780590717299579
pt	0.5391705069124424
es	0.5260663507109005
hr	0.4774657086871326
fr	0.464524765729585
ro	0.4616419919246299
sq	0.4601889338731444
no	0.44095038434661077
en	0.41348973607038125
et	0.37694704049844235
tl	0.3700787401574803
sl	0.35948759007205766
pl	0.3277310924369748
sk	0.32260795935647757
ms	0.3133047210300429
de	0.3097497842968076
da	0.3079584775086505
lt	0.30434782608695654
is	0.3019197207678883
tr	0.2907801418439716
sv	0.28507596067917784
nl	0.27140255009107467
az	0.23150816522574447
fi	0.23150816522574447
hu	0.2172211350293542
lv	0.19517102615694165
yo	0.1935483870967742
eu	0.1894630192502533
cs	0.18864097363083165
vi	0.0888382687927107

reliable

true

passes

true

name

"Hunter"

dialogue

"A key? Where did you find this? Near the gazebo? Miss, this could be important. Can you show me exactly where?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8208955223880597
tl	0.5686556434219986
fr	0.5377503852080123
ro	0.4906621392190153
sq	0.4713656387665198
ca	0.45994599459945995
es	0.45897204688908927
pt	0.455535390199637
nl	0.4350282485875706
it	0.39999999999999997
no	0.3963782696177062
da	0.39271255060728744
yo	0.358974358974359
tr	0.35205183585313177
hu	0.3127147766323024
lt	0.3063583815028902
ms	0.2727272727272727
cs	0.25925925925925924
sv	0.25742574257425743
pl	0.24146649810366622
sl	0.22879177377892032
et	0.20844327176781002
az	0.19678714859437751
de	0.19463087248322147
fi	0.18699186991869918
sk	0.1780821917808219
hr	0.15730337078651685
is	0.1111111111111111
eu	0.1044776119402985
lv	0.1044776119402985
vi	0.1044776119402985

reliable

true

passes

true

name

"Isabella"

dialogue

"Vicino alla statua, quella del fondatore. Ma non dica che gliel'ho dato io, la prego. Se qualcuno sa che l'ho raccolto..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7952917093142272
fr	0.5346131471785922
es	0.49906073888541014
ro	0.47950553025374104
ca	0.47678221059516024
sq	0.4490358126721763
sv	0.4405594405594406
no	0.42938659058487877
hr	0.3930197268588771
et	0.37936384794414274
sk	0.3563958165728077
da	0.35012185215272135
tl	0.3464052287581699
sl	0.32318104906937395
en	0.3019197207678883
pt	0.2982456140350877
yo	0.2982456140350877
eu	0.28507596067917784
pl	0.2694063926940639
cs	0.24528301886792453
de	0.2263056092843327
fi	0.22555663117134558
ms	0.21875
lv	0.21104536489151873
lt	0.20556107249255212
vi	0.1683991683991684
nl	0.14070891514500536
az	0.13978494623655913
is	0.1091314031180401
hu	0.09297052154195011
tr	0.06868451688009314

reliable

true

passes

true

name

"Hunter"

dialogue

"I can't follow everything, but you're safe. We'll protect you. Did you recognize the man who disappeared? Tall? Beard?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8002062387213199
tl	0.5515046296296297
it	0.3530884808013356
nl	0.3530884808013356
fr	0.3459915611814346
da	0.3432203389830509
sv	0.34154630416312654
no	0.336472602739726
ca	0.2935278030993619
ms	0.2876838235294118
sq	0.2647058823529412
cs	0.26260704091341575
yo	0.249031007751938
tr	0.24610894941634243
lv	0.24242424242424243
ro	0.24094025465230165
lt	0.22422422422422422
hr	0.22188755020080322
eu	0.20998980632008157
pl	0.19605809128630705
es	0.18848167539267016
de	0.1842105263157895
pt	0.17989417989417988
sk	0.16576964477933262
et	0.15300546448087432
az	0.13600891861761427
sl	0.09778812572759021
be	0.08284023668639054
hu	0.07957244655581948
is	0.07517899761336516
uk	0.07517899761336516
vi	0.07517899761336516

reliable

true

passes

true

name

"Isabella"

dialogue

"Alto, sì. Con un cappello scuro. Sembrava un turista, come me. Ma come è possibile che nessuno lo cerchi?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8045178105994787
es	0.5858895705521473
ca	0.5741324921135647
pt	0.5703373647358371
fr	0.533195020746888
ro	0.4962686567164179
yo	0.48156682027649766
en	0.4084136722173532
sl	0.36079545454545453
ms	0.3395303326810176
sq	0.3290258449304175
hr	0.3209255533199195
tl	0.3202416918429003
et	0.31955645161290325
vi	0.30769230769230765
sk	0.2983367983367983
fi	0.29467084639498436
lv	0.2541436464088398
cs	0.23642533936651583
lt	0.2303306727480046
pl	0.20118343195266272
hu	0.1837968561064087
no	0.1818181818181818
sv	0.16044776119402984
nl	0.11067193675889328
eu	0.10358565737051792
de	0.09879839786381843
az	0.08536585365853659
is	0.08536585365853659
tr	0.08536585365853659
da	0.08038147138964578

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go—emergency at the old mill. Stay here. I'll send someone who speaks Italian. Don't talk to anyone else, okay?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8048977395048439
tl	0.6278234086242299
da	0.5173102529960053
no	0.4384198295894655
yo	0.3973399833748961
sq	0.38766891891891886
pl	0.3855932203389831
it	0.3330266789328427
hr	0.3022136669874879
cs	0.28921568627450983
es	0.28711897738446407
sv	0.275
ro	0.2494824016563147
lt	0.24083769633507857
ms	0.23924449108079748
nl	0.23442449841605068
fr	0.22954303931987244
pt	0.22707889125799574
sk	0.21959095801937567
et	0.21790722761596548
sl	0.20851528384279477
lv	0.2032967032967033
ca	0.15990730011587484
fi	0.1559953434225844
tr	0.15105386416861827
az	0.14403778040141677
be	0.0880503144654088
hu	0.0845959595959596
de	0.0799492385786802
is	0.0799492385786802
uk	0.0799492385786802
vi	0.0799492385786802

reliable

true

passes

true

name

"Isabella"

dialogue

"Va bene... ma faccia presto. Ho la sensazione che non sia finita."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8317498020585906
fr	0.6167718665464382
ca	0.6039142590866728
ro	0.5857699805068226
es	0.5591286307053942
tl	0.5017584994138335
ms	0.49404761904761907
sk	0.46540880503144655
en	0.4544287548138639
sq	0.4209809264305177
no	0.3928571428571429
pl	0.38936781609195403
cs	0.3656716417910448
pt	0.36472346786248133
yo	0.3541033434650456
lv	0.30098684210526316
et	0.29983525535420097
sl	0.2975206611570248
hr	0.2928452579034942
eu	0.2892976588628763
lt	0.2796610169491525
vi	0.27597955706984667
de	0.23835125448028674
hu	0.16173570019723865
sv	0.15841584158415842
nl	0.15
fi	0.1414141414141414
da	0.1361788617886179
az	0.121900826446281

reliable

true

passes

true