Run: 2026-02-25-01KJ95XM951WNQE5RF69TPKD0X

Run Details

Model:: Gemini 3 Flash (Preview, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 12.8s
Cost:: $0.005532
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="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

Hunter: "Excuse me, ma'am? Detective Hunter, Alborn Police Department. I’m sorry to interrupt your coffee, but I noticed you were out by the old creek road with that camera earlier this morning."

Isabella: "Mi scusi? Oh... buongiorno. Non capisco cosa sta dicendo. Parla italiano? Per favore, il mio inglese è nullo."

Hunter: "Right. No English. Great. Look, I’m investigating a disappearance. Last night, near the orchards. Did you see anything unusual? Anyone walking toward the woods?"

Isabella: "È successo qualcosa di terribile, vero? L’ho sentito nell'aria. Guardavo nell’obiettivo e c’era un’ombra... qualcosa che non quadrava tra gli alberi. Sono così scossa che non riesco nemmeno a tenere ferma la tazzina."

Hunter: "I have no idea what you just said. Was it a 'yes'? Did you see a person? Look at my badge—Detective. I need to know if you saw anyone suspicious."

Isabella: "Perché mi guarda così? Ho cercato di scattare una foto, ma avevo troppa paura. Quell'uomo... o qualunque cosa fosse... è sparito nel nulla. È un incubo, un vero incubo."

Hunter: "Slow down, ma'am. One word at a time. Did you see... a man? A suspect? Why are you shaking? Did someone hurt you?"

Isabella: "Non capisco le sue domande! Mi batte il cuore fortissimo. C'era un rumore, come di rami spezzati, e poi quel grido soffocato. Ho visto la paura nei suoi occhi prima che tutto diventasse buio."

Hunter: "This is useless. I need a translator. Look, just stay right here. Don't touch those photos on your camera yet. I need to get someone from the station who speaks... Spanish? No, that’s not Spanish."

Isabella: "La prego, mi aiuti a capire! C'è un pericolo in questa città? Devo chiamare la mia famiglia in Italia? Siete tutti così strani qui ad Alborn..."

Hunter: "Listen, I’m trying to help, but we’re hitting a wall here. Just... wait. Just stay— [Phone rings] Hunter speaking. Yeah? What do you mean, another one? At the apple packing plant? I'm five minutes away."

Hunter: "Look, I have to go. An emergency. Don't leave this cafe, alright? Stay. Sit. I’ll come back for you and that camera. We need to see those pictures."

Isabella: "Dove va? Non mi lasci qui da sola con questo segreto! La prego! Cosa sta succedendo in questo posto?"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, ma'am? Detective Hunter, Alborn Police Department. I’m sorry to interrupt your coffee, but I noticed you were out by the old creek road with that camera earlier this morning."

detectedLang

"en"

heavyLang

"en"

scores

en	0.77903482411172
tl	0.654027124273457
fr	0.4780793319415449
no	0.46808510638297873
ro	0.46050927924039703
it	0.4541484716157206
da	0.44958168207837956
nl	0.4247583985273815
cs	0.4016275730014361
ca	0.399327246516098
es	0.3964268469338484
sq	0.39379243452958296
sv	0.3905411994149196
pt	0.3690055527511358
sk	0.3619193466054109
ms	0.3540051679586563
hr	0.3372216330858961
pl	0.33011789924973206
sl	0.3158182813355227
de	0.2803684513529073
lv	0.27703875072296125
lt	0.24242424242424243
yo	0.23965936739659366
az	0.2123503465658475
et	0.20229738353541799
hu	0.18032786885245902
tr	0.17925147734734076
eu	0.12342215988779803
is	0.12157413914265636
fi	0.11284599006387509
vi	0.09156976744186046
be	0.05303030303030303
uk	0.04798172124904798

reliable

true

passes

true

name

"Isabella"

dialogue

"Mi scusi? Oh... buongiorno. Non capisco cosa sta dicendo. Parla italiano? Per favore, il mio inglese è nullo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.794209480556344
es	0.6137453383058072
ca	0.5445979899497487
pt	0.5301360985093972
fr	0.49194113524877364
sl	0.43711180124223603
ro	0.4331508991399531
tl	0.4091279543602282
yo	0.40427280197206245
en	0.38766891891891886
nl	0.35954063604240283
de	0.34270172257479603
sq	0.34210526315789475
tr	0.34150772025431425
hr	0.3324125230202578
az	0.323062558356676
da	0.28003972194637533
cs	0.2757242757242757
sv	0.27427427427427425
no	0.2691532258064516
lt	0.2518059855521156
sk	0.240041928721174
pl	0.23280423280423282
ms	0.21621621621621623
hu	0.1733181299885975
et	0.16184971098265896
eu	0.10714285714285714
is	0.10161090458488227
fi	0.07525510204081631
lv	0.07525510204081631

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. No English. Great. Look, I’m investigating a disappearance. Last night, near the orchards. Did you see anything unusual? Anyone walking toward the woods?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8040313549832027
tl	0.6469401479488904
no	0.4659206510681587
fr	0.4394020288307528
nl	0.43396226415094336
pt	0.42748091603053434
de	0.3775933609958506
ms	0.37125748502994016
ro	0.37125748502994016
it	0.3510506798516687
da	0.34782608695652173
es	0.34701492537313433
hr	0.3429286608260325
et	0.34127979924717694
sv	0.31640625
yo	0.29292929292929293
sq	0.2890995260663507
ca	0.284741144414169
sk	0.284741144414169
pl	0.2818057455540356
cs	0.2793411118737131
is	0.2128935532233883
sl	0.20993227990970656
lv	0.20514761544284632
lt	0.16534181240063595
az	0.1518578352180937
tr	0.13580246913580246
hu	0.12935323383084577
fi	0.10409556313993173
eu	0.0625
vi	0.0625

reliable

true

passes

true

name

"Isabella"

dialogue

"È successo qualcosa di terribile, vero? L’ho sentito nell'aria. Guardavo nell’obiettivo e c’era un’ombra... qualcosa che non quadrava tra gli alberi. Sono così scossa che non riesco nemmeno a tenere ferma la tazzina."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8026673924877518
ca	0.5134228187919463
pt	0.5078071961982349
fr	0.4738751814223512
es	0.4647471391657438
en	0.4069529652351738
ro	0.3739205526770294
da	0.3214787084698175
ms	0.3144208037825059
de	0.3091948546927108
hr	0.29816069699903197
no	0.29577464788732394
yo	0.29095354523227385
tl	0.2647058823529412
sq	0.2598264420622767
sl	0.25141972121837897
fi	0.23280423280423282
lt	0.2274906766116143
nl	0.22252010723860588
sv	0.21366594360086769
vi	0.21195652173913043
hu	0.2093784078516903
pl	0.1826381059751973
eu	0.18125352907961603
lv	0.1784702549575071
sk	0.17800453514739228
az	0.1515506143943827
is	0.13069544364508393
cs	0.12912912912912913
tr	0.12650602409638553
et	0.11531421598535692

reliable

true

passes

true

name

"Hunter"

dialogue

"I have no idea what you just said. Was it a 'yes'? Did you see a person? Look at my badge—Detective. I need to know if you saw anyone suspicious."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8103948248940441
tl	0.6196868008948546
ca	0.5156695156695157
da	0.5055264688772542
no	0.48887552615754665
et	0.4544287548138639
es	0.44948186528497414
pt	0.442257217847769
cs	0.43820224719101125
ro	0.4344644045242848
sv	0.42837928715534634
hr	0.41135734072022156
pl	0.41054091539528437
it	0.4060097833682739
sk	0.4014084507042254
lv	0.39155332856120256
sq	0.3853940708604483
yo	0.37315634218289084
fr	0.3541033434650456
de	0.3285939968404423
ms	0.32
hu	0.3055555555555556
nl	0.2981007431874484
lt	0.27412467976088817
tr	0.2621527777777778
sl	0.24645390070921988
is	0.24242424242424243
az	0.18426103646833014
vi	0.1353001017293998
be	0.07608695652173912
eu	0.07608695652173912
fi	0.06900328587075576
uk	0.06900328587075576

reliable

true

passes

true

name

"Isabella"

dialogue

"Perché mi guarda così? Ho cercato di scattare una foto, ma avevo troppa paura. Quell'uomo... o qualunque cosa fosse... è sparito nel nulla. È un incubo, un vero incubo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.806445804825351
ca	0.5356371490280778
es	0.5356371490280778
ro	0.49244570349386213
pt	0.4883388862446454
fr	0.44300518134715033
tl	0.3940248027057497
yo	0.38606510565391206
sk	0.3441122635753508
cs	0.3213383838383838
sv	0.29830287206266315
de	0.29322813938198555
no	0.28285523682454966
sq	0.2785234899328859
pl	0.2534722222222222
sl	0.24508426966292135
en	0.23323823109843084
hr	0.2299426934097421
et	0.22883787661406027
lt	0.2282842785355348
ms	0.2271746944644141
az	0.21245421245421245
tr	0.20722713864306785
hu	0.18806646525679757
lv	0.17624521072796934
vi	0.14
is	0.12672623883021933
da	0.12101390024529844
fi	0.09511784511784512
nl	0.05536028119507908

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down, ma'am. One word at a time. Did you see... a man? A suspect? Why are you shaking? Did someone hurt you?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7967479674796748
tl	0.6238030095759234
no	0.4655004859086492
pt	0.45598417408506425
ro	0.4510978043912176
da	0.45054945054945056
nl	0.38820912124582874
fr	0.3799323562570462
hr	0.33973589435774315
es	0.33894230769230765
de	0.3234932349323493
sv	0.32182490752157833
et	0.29757343550446996
cs	0.2763157894736842
ca	0.2744063324538259
pl	0.25876010781671155
lv	0.2445054945054945
lt	0.24242424242424243
hu	0.22096317280453256
is	0.20977011494252876
ms	0.19708029197080293
sk	0.19117647058823528
it	0.1851851851851852
yo	0.17787742899850523
sl	0.140625
tr	0.12280701754385964
sq	0.11575562700964631
az	0.11290322580645161
eu	0.11290322580645161
vi	0.11290322580645161
fi	0.10277324632952692

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco le sue domande! Mi batte il cuore fortissimo. C'era un rumore, come di rami spezzati, e poi quel grido soffocato. Ho visto la paura nei suoi occhi prima che tutto diventasse buio."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8066456602692638
fr	0.5738636363636364
es	0.5349638305201516
pt	0.49305294780322945
ro	0.48649676683149484
ca	0.464073044859071
en	0.3938033228558599
no	0.3921656911301215
da	0.3676814988290398
yo	0.3509615384615385
de	0.34782608695652173
sl	0.33985330073349634
tl	0.30448222565687794
sv	0.3016037247801345
hr	0.2939330543933054
sq	0.2815327301756253
et	0.2614879649890591
ms	0.25290536801328173
sk	0.25290536801328173
nl	0.23771880293619424
lt	0.23339011925042585
lv	0.21784472769409038
hu	0.20400943396226415
cs	0.18674698795180722
fi	0.1823137492428831
tr	0.17431192660550457
pl	0.1520100502512563
is	0.13793103448275862
vi	0.11822338340953624
az	0.11649214659685864
eu	0.09999999999999999

reliable

true

passes

true

name

"Hunter"

dialogue

"This is useless. I need a translator. Look, just stay right here. Don't touch those photos on your camera yet. I need to get someone from the station who speaks... Spanish? No, that’s not Spanish."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8221313957008779
tl	0.6095048188767033
fr	0.4950580146110872
no	0.44731890874882413
nl	0.4380679100908656
sq	0.42766682903068676
yo	0.4268292682926829
da	0.4191794364804745
sv	0.4180287270926201
et	0.4165839126117179
ca	0.41484063745019917
it	0.3877019280875456
hr	0.3873826903023983
pl	0.381578947368421
ro	0.375
de	0.3709850107066381
sk	0.34613244296048973
es	0.3391451068616423
lv	0.33314415437003403
pt	0.329337899543379
cs	0.32471264367816094
lt	0.2861482381530984
ms	0.2857142857142857
hu	0.27603203943314847
tr	0.2701863354037267
sl	0.25111536010197577
is	0.21926910299003322
fi	0.20068027210884354
az	0.17832167832167833
vi	0.15830945558739254
hi	0.12050898203592815
eu	0.10442073170731707
zh	0.06150159744408946
be	0.05622489959839357
uk	0.050888529886914384

reliable

true

passes

true

name

"Isabella"

dialogue

"La prego, mi aiuti a capire! C'è un pericolo in questa città? Devo chiamare la mia famiglia in Italia? Siete tutti così strani qui ad Alborn..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7982283464566929
ro	0.6324847615632843
es	0.5514223194748359
ca	0.5355686452197553
fr	0.5223671947809878
en	0.49131513647642683
pt	0.4318181818181818
sl	0.4267337807606264
hr	0.42577030812324934
tl	0.4139508290451687
no	0.385122975404919
yo	0.3847539015606243
de	0.3676742751388032
sv	0.3668931439159976
sq	0.3605739238927012
nl	0.359375
pl	0.3573667711598746
fi	0.3545340050377834
sk	0.35290404040404044
ms	0.3483788938334393
lv	0.33699870633893925
da	0.2906574394463668
cs	0.25778421433743665
az	0.25345957756737075
lt	0.25237053245805985
tr	0.24130273871206512
et	0.23904974016332592
is	0.22230652503793627
hu	0.19036334913112163
vi	0.1306191687871077
eu	0.120926243567753

reliable

true

passes

true

name

"Hunter"

dialogue

"Listen, I’m trying to help, but we’re hitting a wall here. Just... wait. Just stay— Hunter speaking. Yeah? What do you mean, another one? At the apple packing plant? I'm five minutes away."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8063721175849321
tl	0.6297542914843487
no	0.4995450409463148
fr	0.4719155064810369
sv	0.4706448508180943
de	0.4591937069813176
da	0.4494494494494495
nl	0.4258872651356994
hr	0.394273127753304
pt	0.38820912124582874
cs	0.37888198757763975
pl	0.3785310734463277
sq	0.3600930773705643
es	0.3487270574304322
sk	0.34795494961470064
ca	0.3475682087781732
sl	0.34523809523809523
yo	0.314214463840399
ro	0.2971246006389776
it	0.2966751918158568
ms	0.28432010409889397
lt	0.27055702917771884
is	0.2622401073105298
et	0.2501704158145876
fi	0.22698524244553758
lv	0.20174165457184323
tr	0.19883466860888566
eu	0.1905813097866078
hu	0.17664670658682635
vi	0.141295862607338
az	0.11075181891673404

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I have to go. An emergency. Don't leave this cafe, alright? Stay. Sit. I’ll come back for you and that camera. We need to see those pictures."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8152955271565495
tl	0.593585237258348
da	0.4931506849315068
no	0.4156664560960202
fr	0.3970013037809648
it	0.39184746877054566
yo	0.3804420629604822
pl	0.37626432906271073
ro	0.3495077355836849
et	0.33691756272401435
ca	0.30711610486891383
nl	0.2762128325508607
de	0.2722265932336742
cs	0.25343018563357544
sv	0.2399342645850452
lv	0.22464375523889354
hr	0.21610169491525424
es	0.2127659574468085
sq	0.2018981880931838
sk	0.18069087688219662
vi	0.1567912488605287
lt	0.15293040293040291
pt	0.14903403863845444
ms	0.14113277623026926
tr	0.13227016885553472
sl	0.11567877629063097
eu	0.10106899902818271
be	0.07035175879396985
hu	0.06754032258064516
az	0.06376518218623482
is	0.06376518218623482
uk	0.06376518218623482

reliable

true

passes

true

name

"Isabella"

dialogue

"Dove va? Non mi lasci qui da sola con questo segreto! La prego! Cosa sta succedendo in questo posto?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8072177668106107
es	0.6693121693121694
ro	0.6139592340951205
ca	0.5901639344262295
pt	0.578272604588394
sl	0.5754076086956522
fr	0.5733788395904437
hr	0.4796003330557868
tl	0.4630584192439862
en	0.44493783303730017
pl	0.405893536121673
sk	0.3693239152371342
yo	0.3543388429752066
sv	0.3509865005192108
cs	0.33581296493092455
tr	0.33226495726495725
no	0.32867883995703545
nl	0.32212581344902386
de	0.3154435925520263
vi	0.3078626799557032
az	0.28489702517162474
da	0.2732558139534884
lt	0.26985981308411217
eu	0.25239234449760767
sq	0.17979002624671916
hu	0.11971830985915494
et	0.11847672778561354
ms	0.10714285714285714
fi	0.08625730994152046

reliable

true

passes

true