Run: 2026-02-25-01KJ95M7E9V5GZE90HA55HAS95

Run Details

Model:: Gemini 2.5 Flash (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 20.0s
Cost:: $0.009326
Provider:: Google AI Studio

Evaluation summary

Score	Evaluator	Details Link
94.74%	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

**Setting:** Isabella is seated at a small, sun-dappled table inside "The Daily Grind," a cozy cafe in Alborn, Minnesota. The scent of roasted coffee and warm apple turnovers hangs in the air. She's hunched over her digital camera, scrolling through images, her brow furrowed with concern.

Hunter, seeing her intense focus and the camera, approaches her table with a determined stride.

---

Isabella: "Mi scusi?"
Hunter: "Excuse me, ma'am. I'm Detective Hunter. I'm investigating the disappearances in town. We heard you might have been near the old mill pond recently? Did you... did you see anything unusual?"
Isabella: "Oh, mio Dio... È... è stato terribile. Non riesco a crederci. Le persone... spariscono. Ho visto... ho *quasi* visto qualcosa. Era così strano, così... spaventoso."
Hunter: "Whoa, whoa. Take it easy. English? Do you speak English? Can you understand me? What did you just say?"
Isabella: "Non capisco. No, no... È stato... là. Lì, vicino al vecchio mulino. Ho... stavo fotografando e poi..."
Hunter: "Mill? You were at the mill? And you saw something? Was it... related to *this*?"
Isabella: "Sì! Guardi! Non è chiaro, ma... Stavo per fare la foto perfetta del tramonto e poi..."
Hunter: "I see a blurry spot. What was it doing? Running? Hiding? Was it a person? Man? Woman?"
Isabella: "Non lo so! Era solo... un'ombra. Scuro. E il modo in cui scompariva... non era naturale."
Hunter: "A shadow? At the mill? And then it... disappeared? Like the others? Did you try to follow it?"
Isabella: "No! Ero troppo spaventata! È stato così... innaturale. Non volevo avvicinarmi. Poi sono corsa via, via da lì. È successo proprio dopo che la notizia è arrivata in città, sapete, dell'ultima persona scomparsa."
Hunter: "Okay, okay. So, you saw something strange, after the disappearances started. Near the mill. A shadowy figure, suddenly gone. And you got a cold feeling?"
Isabella: "Niente! Nessun suono. E poi... il freddo. Un freddo improvviso, come se... come se il sole fosse andato via, all'improvviso."
Hunter: "Cold? You felt a cold spot? Near this shadow?"
Isabella: "Il mio telefono è morto. Non... non credo di avere un cavo qui. Ma sì, è qui. Potete vederlo. Ma... non mi chiederete di tornare là, vero?"
Hunter: "No, no. I'm not asking you to go back. Just to understand what you saw. Is there anyone here who can translate? Anyone at all?"
Hunter: "Hunter. Yeah... What? Another one? Where?... Dammit... Okay. I'm on my way."
Hunter: "Look, I'm so sorry. I have to go, right now. It sounds like... just stay here. Don't go anywhere. I need to get someone who can translate. Do you understand? *Stay.* Hunter. Call me. If you see anything else. Or if you remember anything."

Evaluation details

Result

Evaluator

Details

Meta Data

94.74%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"The Daily Grind,"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7568093385214008
da	0.5874587458745875
lt	0.47257383966244726
yo	0.46120689655172414
ro	0.45652173913043476
tl	0.4541484716157206
is	0.4444444444444444
no	0.4318181818181818
nl	0.40191387559808617
fr	0.3842364532019704
ms	0.3842364532019704
sq	0.3842364532019704
sv	0.3842364532019704

reliable

true

passes

false

name

"Isabella"

dialogue

"Mi scusi?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7262773722627737
sl	0.5508982035928144
es	0.5398773006134969
yo	0.5398773006134969
hu	0.53125
ro	0.53125
cs	0.5222929936305732
sk	0.5222929936305732
hr	0.5098039215686274
pl	0.5098039215686274
tr	0.4897959183673469
ca	0.46428571428571425
fr	0.46428571428571425

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, ma'am. I'm Detective Hunter. I'm investigating the disappearances in town. We heard you might have been near the old mill pond recently? Did you... did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7884940778341794
tl	0.5523278949462793
fr	0.4959677419354839
nl	0.4720788362271234
pt	0.458614051973051
it	0.42660550458715596
ro	0.42514052120592744
no	0.3872549019607844
ms	0.38457330415754926
de	0.3815283122594832
da	0.38016528925619836
sv	0.37360801781737196
es	0.36904094223219297
ca	0.3504618937644342
sq	0.34631028471818714
sl	0.33115338882282996
et	0.30726600985221675
cs	0.23365122615803816
hr	0.2289239204934887
az	0.19757489300998574
yo	0.19296987087517933
sk	0.1515837104072398
lt	0.14383561643835618
pl	0.14253048780487806
lv	0.11347517730496455
is	0.10926365795724466
fi	0.10643367752184274
tr	0.049831081081081086

reliable

true

passes

true

name

"Isabella"

dialogue

"Oh, mio Dio... È... è stato terribile. Non riesco a crederci. Le persone... spariscono. Ho visto... ho quasi visto qualcosa. Era così strano, così... spaventoso."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7884187082405345
es	0.5401742497579864
fr	0.5306324110671937
en	0.5148110316649642
pt	0.5085359544749095
ro	0.49414270500532487
de	0.4701617401003904
ca	0.4555873925501433
no	0.4259818731117825
da	0.42143727161997563
sl	0.38985228002569045
cs	0.38311688311688313
hr	0.3815104166666667
nl	0.3687707641196013
lt	0.3632707774798928
sk	0.35330156569094623
pl	0.3219129193433262
ms	0.31899641577060933
yo	0.31752873563218387
sv	0.3155619596541787
hu	0.2857142857142857
eu	0.2731446059678654
is	0.2720306513409962
lv	0.2692307692307693
sq	0.26640926640926643
tl	0.26356589147286824
az	0.24841772151898736
et	0.2418196328810854
tr	0.21617161716171615
fi	0.1810344827586207
vi	0.06862745098039216

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, whoa. Take it easy. English? Do you speak English? Can you understand me? What did you just say?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8118066561014263
tl	0.5138178096212898
no	0.4973544973544973
sv	0.4476744186046512
da	0.4398584905660377
sq	0.42493946731234866
cs	0.38311688311688313
sl	0.37582128777923784
de	0.3581081081081081
nl	0.35549525101763907
pt	0.33936022253129344
pl	0.31752873563218387
sk	0.31752873563218387
et	0.2931547619047619
hr	0.28785607196401797
ms	0.24722662440570525
ca	0.2448330683624801
yo	0.2448330683624801
ro	0.2351046698872786
vi	0.18941979522184302
es	0.17677642980935876
fr	0.1607773851590106
lv	0.1532976827094474
it	0.14414414414414414
az	0.1394927536231884
tr	0.1394927536231884
fi	0.13636363636363635
is	0.13479052823315119

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco. No, no... È stato... là. Lì, vicino al vecchio mulino. Ho... stavo fotografando e poi..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7913885180240321
es	0.6252997601918465
pt	0.5822192513368984
ca	0.5214395099540582
no	0.5098039215686274
tl	0.49433656957928807
lt	0.4541484716157206
ro	0.4488536155202822
en	0.44395017793594305
fr	0.4399641577060932
sk	0.43946188340807174
yo	0.43387681159420294
da	0.4175209692451072
hr	0.4175209692451072
sl	0.410933081998115
cs	0.39320388349514557
lv	0.3774900398406375
nl	0.37624750499001997
sq	0.3602865916069601
tr	0.3563336766220391
pl	0.35367114788004134
ms	0.31768558951965065
de	0.30011198208286677
sv	0.2905788876276958
et	0.2807825086306099
az	0.22839506172839508
eu	0.2264851485148515
vi	0.20076726342711
hu	0.10968660968660969
is	0.09682080924855492
fi	0.09156976744186046

reliable

true

passes

true

name

"Hunter"

dialogue

"Mill? You were at the mill? And you saw something? Was it... related to this?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8397435897435898
tl	0.6894409937888198
yo	0.5584988962472406
no	0.5104039167686658
da	0.5098039215686274
nl	0.41262848751835535
cs	0.40119760479041916
ms	0.3902439024390244
sq	0.3579454253611557
lv	0.34210526315789475
pl	0.3311036789297659
sk	0.32318104906937395
de	0.3079584775086505
hr	0.30434782608695654
pt	0.2857142857142857
es	0.2727272727272727
fr	0.2727272727272727
sv	0.25512104283054005
sl	0.23224568138195778
lt	0.20634920634920634
hi	0.2047713717693837
et	0.16317991631799164
ca	0.15789473684210525
ro	0.14893617021276595
it	0.14346895074946467

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì! Guardi! Non è chiaro, ma... Stavo per fare la foto perfetta del tramonto e poi..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8152907163507871
es	0.5950704225352113
ca	0.5942131263232181
fr	0.5450949367088607
ro	0.54
yo	0.5064377682403434
no	0.4986922406277245
sq	0.481981981981982
pt	0.43405511811023617
sv	0.42557442557442554
en	0.42036290322580644
sl	0.41683569979716023
tl	0.39345991561181426
de	0.3843683083511777
lt	0.3702081051478641
sk	0.3660418963616317
da	0.3458475540386803
et	0.34210526315789475
hr	0.3298368298368299
nl	0.32748538011695905
pl	0.3047158403869408
cs	0.2909987669543773
is	0.25902061855670105
lv	0.25902061855670105
fi	0.2292225201072386
vi	0.21981004070556312
hu	0.21662125340599456
tr	0.18785310734463279
eu	0.1314199395770393
ms	0.10156250000000001
az	0.0987460815047022

reliable

true

passes

true

name

"Hunter"

dialogue

"I see a blurry spot. What was it doing? Running? Hiding? Was it a person? Man? Woman?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7894736842105263
tl	0.6518105849582173
no	0.5993589743589743
da	0.5840266222961731
nl	0.5741056218057922
sv	0.5579133510167993
sq	0.5054401582591495
is	0.47589098532494756
de	0.47257383966244726
lv	0.44567627494456763
ro	0.44008958566629336
hr	0.4324631101021567
yo	0.4246260069044879
cs	0.4232987312572088
ca	0.4212962962962963
et	0.4152046783625731
sk	0.3997599039615846
it	0.3961352657004831
lt	0.3834771886559803
pl	0.3670886075949367
hu	0.36386768447837153
pt	0.3573264781491003
ms	0.3359893758300133
es	0.3055555555555556
tr	0.299719887955182
fr	0.2867332382310985
az	0.2774566473988439
fi	0.2223950233281493
vi	0.21011058451816747
sl	0.15254237288135594
be	0.12280701754385964
eu	0.12280701754385964
uk	0.11190053285968028

reliable

true

passes

true

name

"Isabella"

dialogue

"Non lo so! Era solo... un'ombra. Scuro. E il modo in cui scompariva... non era naturale."

detectedLang

"it"

heavyLang

"it"

scores

it	0.799081515499426
ro	0.6516257465162575
es	0.5836637589214909
sl	0.5358090185676392
en	0.5218579234972678
pt	0.5102611940298507
ca	0.4842829076620825
fr	0.4755244755244755
de	0.4728915662650602
yo	0.4696969696969697
nl	0.4120940649496081
sv	0.38089622641509435
tl	0.38016528925619836
no	0.35344827586206895
az	0.33290978398983484
eu	0.3119266055045872
sq	0.3064729194187582
pl	0.3
et	0.2857142857142857
hr	0.2837653478854025
sk	0.2827868852459016
da	0.279835390946502
vi	0.26573426573426573
tr	0.22680412371134018
ms	0.21875
lv	0.21758569299552907
hu	0.12790697674418602
is	0.11317567567567569
lt	0.11317567567567569
fi	0.10714285714285714

reliable

true

passes

true

name

"Hunter"

dialogue

"A shadow? At the mill? And then it... disappeared? Like the others? Did you try to follow it?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8163606010016695
tl	0.6398166339227243
no	0.5013599274705349
yo	0.494485294117647
da	0.43820224719101125
nl	0.3949394939493949
cs	0.38271604938271603
it	0.34523809523809523
lv	0.3357487922705314
fr	0.3309002433090025
sk	0.3226600985221675
pl	0.3037974683544304
ms	0.302915082382763
sq	0.3002544529262086
hr	0.2930591259640103
sl	0.27726675427069647
eu	0.2753623188405797
lt	0.25271739130434784
hu	0.22096317280453256
sv	0.2040520984081042
pt	0.20289855072463767
ro	0.20174165457184323
ca	0.19825072886297376
es	0.1935483870967742
tr	0.12280701754385964
is	0.12
az	0.11290322580645161
vi	0.11290322580645161
de	0.1085899513776337
et	0.10277324632952692
fi	0.10277324632952692

reliable

true

passes

true

name

"Isabella"

dialogue

"No! Ero troppo spaventata! È stato così... innaturale. Non volevo avvicinarmi. Poi sono corsa via, via da lì. È successo proprio dopo che la notizia è arrivata in città, sapete, dell'ultima persona scomparsa."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8090561920349153
ro	0.48886454910551297
fr	0.48661532819948666
en	0.4824399260628465
pt	0.4807121661721069
ca	0.47109935776350587
es	0.45333853963295584
hr	0.4102780117944398
no	0.40170940170940167
sv	0.38569548047389207
tl	0.35275080906148865
da	0.34701492537313433
sq	0.33014354066985646
sl	0.3253012048192771
nl	0.3076162215628091
yo	0.2886178861788618
eu	0.2846193152784875
lv	0.27573719606828767
de	0.27083333333333337
tr	0.2689295039164491
pl	0.2545260915867945
et	0.25133689839572193
sk	0.23413566739606126
lt	0.2303463441451347
az	0.2222222222222222
ms	0.21743991056456122
cs	0.20454545454545453
is	0.15966386554621848
vi	0.09502262443438914
fi	0.05084745762711864
hu	0.0430622009569378

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, okay. So, you saw something strange, after the disappearances started. Near the mill. A shadowy figure, suddenly gone. And you got a cold feeling?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7816321437484403
tl	0.5833333333333334
no	0.50199203187251
fr	0.49683726279470963
da	0.4852941176470589
nl	0.41156691324815065
de	0.40191387559808617
ms	0.39821182943603856
sv	0.37410586552217456
yo	0.3401206636500754
pt	0.33862433862433866
ro	0.328472755180353
it	0.32588597842835126
sl	0.3174726989079563
sk	0.31426332288401254
pl	0.30167597765363136
cs	0.2988782051282051
es	0.29605792437650846
ca	0.2937853107344633
lv	0.25021422450728364
sq	0.24633936261843237
hr	0.23979148566463945
is	0.20742753623188404
lt	0.19205909510618652
et	0.17140151515151517
vi	0.1618773946360153
hu	0.15130940834141612
tr	0.13452027695351138
az	0.12848605577689243
eu	0.07407407407407407
fi	0.06716417910447761

reliable

true

passes

true

name

"Isabella"

dialogue

"Niente! Nessun suono. E poi... il freddo. Un freddo improvviso, come se... come se il sole fosse andato via, all'improvviso."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7974189675870348
pt	0.6247915508615898
fr	0.5426829268292682
es	0.5205965909090908
ca	0.49476047904191617
ro	0.4827586206896552
no	0.4140625
da	0.3841240875912409
en	0.34466019417475724
sq	0.3395303326810176
sv	0.33102081268582756
yo	0.3263473053892215
tl	0.3181818181818182
fi	0.28191489361702127
nl	0.267100977198697
lv	0.2541436464088398
de	0.24916573971078973
sl	0.2276887871853547
hr	0.22502870264064295
az	0.20867526377491208
pl	0.1935483870967742
tr	0.18576598311218334
et	0.17076167076167076
cs	0.16769420468557336
eu	0.10358565737051792
hu	0.10239361702127658
sk	0.09638554216867469
is	0.09029649595687331
lt	0.09029649595687331

reliable

true

passes

true

name

"Hunter"

dialogue

"Cold? You felt a cold spot? Near this shadow?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7745490981963927
tl	0.6120689655172413
cs	0.4827586206896552
hu	0.4094488188976378
pt	0.3835616438356164
ro	0.3818681318681319
ca	0.3767313019390581
es	0.3697478991596639
sk	0.36619718309859156
it	0.3571428571428572
yo	0.34593023255813954
fr	0.34210526315789475
hr	0.33234421364985167
pl	0.3181818181818182
sl	0.2857142857142857
lt	0.267100977198697
tr	0.2549668874172185
is	0.25
da	0.24242424242424243
sq	0.24242424242424243
az	0.23728813559322032
eu	0.23728813559322032
lv	0.23728813559322032
nl	0.23728813559322032
no	0.23728813559322032
vi	0.23728813559322032
de	0.22945205479452058
et	0.21875
fi	0.21875
ms	0.21875
sv	0.21875

reliable

true

passes

true

name

"Isabella"

dialogue

"Il mio telefono è morto. Non... non credo di avere un cavo qui. Ma sì, è qui. Potete vederlo. Ma... non mi chiederete di tornare là, vero?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7887131952017449
fr	0.593389296956978
ro	0.5921052631578947
yo	0.5262836185819071
ca	0.5035233824471492
es	0.49046679815910593
da	0.46514837819185645
pt	0.44484240687679083
sl	0.44484240687679083
en	0.4428468727534148
tl	0.3954758190327613
no	0.38783570300157977
sq	0.38783570300157977
sk	0.3755036261079775
de	0.35791217895608946
ms	0.35737976782752895
hr	0.3503772003352892
et	0.3353344768439108
cs	0.3189806678383128
lv	0.3123336291038154
vi	0.2999096657633243
pl	0.29159049360146255
az	0.2824074074074074
hu	0.27973977695167285
lt	0.27705223880597013
tr	0.27502338634237605
sv	0.22654690618762477
nl	0.20918367346938777
eu	0.16845493562231761
fi	0.1474147414741474

reliable

true

passes

true

name

"Hunter"

dialogue

"No, no. I'm not asking you to go back. Just to understand what you saw. Is there anyone here who can translate? Anyone at all?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8230535894843277
tl	0.6300211416490487
no	0.5790739627179796
da	0.4787788533134773
de	0.45736434108527135
sv	0.42386831275720166
nl	0.4176372712146422
pl	0.3996569468267582
sk	0.3488372093023256
ca	0.34210526315789475
hr	0.33649289099526064
cs	0.3346007604562738
yo	0.3230174081237911
sq	0.3150684931506849
lv	0.3137254901960784
tr	0.30417495029821073
it	0.29292929292929293
pt	0.29221435793731043
et	0.2623814541622761
ro	0.25611052072263546
is	0.25293489861259333
es	0.23413566739606126
sl	0.20454545454545453
lt	0.19632606199770378
ms	0.1850989522700815
hu	0.18032786885245902
fr	0.1774383078730905
az	0.16267942583732056
vi	0.1116751269035533
eu	0.08735332464146023

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter. Yeah... What? Another one? Where?... Dammit... Okay. I'm on my way."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7992975413948821
tl	0.5642701525054467
pl	0.39668174962292607
sv	0.3220338983050847
fr	0.31153184165232356
hr	0.30434782608695654
de	0.29328621908127206
cs	0.28698752228163993
sk	0.28698752228163993
da	0.2857142857142857
ca	0.2831541218637993
et	0.2779783393501805
fi	0.2727272727272727
sq	0.25512104283054005
es	0.2
hi	0.17355371900826447
no	0.16317991631799164
yo	0.15789473684210525
it	0.13606911447084233
nl	0.13606911447084233
pt	0.13606911447084233
ms	0.12854030501089325
ro	0.12854030501089325
sl	0.12854030501089325
tr	0.12854030501089325

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I'm so sorry. I have to go, right now. It sounds like... just stay here. Don't go anywhere. I need to get someone who can translate. Do you understand? Stay. Hunter. Call me. If you see anything else. Or if you remember anything."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8166690170638838
tl	0.5467224546722455
no	0.5032479938861291
da	0.45147679324894513
sv	0.411231884057971
sq	0.4074749316317229
yo	0.39365671641791045
de	0.37439846005774785
sl	0.35834155972359333
sk	0.35707220573689413
et	0.35194416749750745
pl	0.336734693877551
cs	0.31216931216931215
nl	0.3062966915688367
pt	0.30294906166219837
hr	0.28295642581356867
it	0.27616926503340755
fr	0.2757660167130919
ms	0.25841414717626926
ca	0.24681344148319811
is	0.23122412773506804
ro	0.23076923076923078
vi	0.21733895243829018
lv	0.20634920634920634
tr	0.17144678138942002
es	0.16506101477199744
hu	0.15803108808290156
lt	0.15254237288135594
az	0.13275517011340895
be	0.11564625850340135
fi	0.05454545454545454
eu	0.04901243599122165
uk	0.046221570066030816

reliable

true

passes

true