Run: 2026-02-25-01KJ95W0ECKRXQ14G9FMZYHG85

Run Details

Model:: Gemini 3 Flash (Preview, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 11.6s
Cost:: $0.004623
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, miss. Detective Hunter, Alborn Police. Mind if I have a moment of your time?"

Isabella: "Oh! Mi scusi, non l'avevo sentita arrivare. C'è... c'è qualche problema? Sembra molto serio."

Hunter: "Right. Look, I’m investigating the disappearances near the old orchard. We have several witnesses who saw you taking photos near the festival grounds yesterday afternoon. You see anything unusual?"

Isabella: "Il festival mela? Sì, ero lì per le luci del tramonto... ma è stato terribile. Ho visto qualcosa che non riesco a dimenticare. Le mie mani tremano ancora al solo pensiero."

Hunter: "Whoa, slow down. I don't speak a word of that. Is that Italian? Look, I just need to know if you saw a man in a dark parka. Tall, maybe six-two?"

Isabella: "Non capisco cosa dice, signore, ma deve guardare queste immagini! C'era un'ombra tra gli alberi, qualcosa di scuro e pesante che veniva trascinato verso il fiume. Ho avuto così tanta paura che sono scappata via senza respirare."

Hunter: "I’m getting nothing here. Listen, did you see a struggle? Someone being forced into a vehicle? Just nod if you saw someone get hurt."

Isabella: "Perché mi guarda così? Non capisce che sono terrorizzata? La macchina fotografica... le foto sono qui, ma ho paura ad accenderla di nuovo. Sento che qualcuno mi stava fissando mentre scattavo."

Hunter: "This is useless. I don't suppose you have a translation app on that fancy camera? I need facts, miss. Names, times, locations."

Isabella: "La prego, mi aiuti! Mi sento seguita da quando ho lasciato il bosco. C'è un uomo con gli occhi freddi che continua a passare davanti al mio ostello!"

Hunter: "Look, stay right here. I’m going to go see if the librarian can translate. Don't move."

[Hunter’s phone rings loudly with a harsh, generic tone. He snaps it open.]

Hunter: "Hunter here. What? Another one? Near the water tower? Dammit. I’m five minutes out. Keep the scene cordoned off."

Hunter: "Listen, I have to go. An emergency. Stay in public places, okay? I’ll find you later. Try to find someone who speaks English."

Isabella: "Aspetti! Non mi lasci qui da sola! Ho visto chi è stato! È tutto nella memoria della macchina! Signore!"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. Detective Hunter, Alborn Police. Mind if I have a moment of your time?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.781035795887281
tl	0.6529873264936632
ro	0.6064339493497605
fr	0.5933521923620934
it	0.5839363241678727
ca	0.5796783625730995
no	0.5784457478005864
da	0.5679939894815927
sq	0.5583717357910907
pt	0.5490196078431372
nl	0.5392628205128205
hr	0.5240066225165563
cs	0.5184254606365158
sv	0.5064377682403434
es	0.5
de	0.4852282900626679
sk	0.46211412535079516
sl	0.44764649375600385
pl	0.44336882865440463
hu	0.4384765625
et	0.40904419321685515
yo	0.3991640543364681
ms	0.3889479277364506
tr	0.32590855803048063
az	0.3203309692671395
lt	0.2874845105328377
is	0.2830423940149626
fi	0.27854454203262236
lv	0.27854454203262236
eu	0.2219215155615697
vi	0.18785310734463279
be	0.10852713178294573
uk	0.0987460815047022

reliable

true

passes

true

name

"Isabella"

dialogue

"Oh! Mi scusi, non l'avevo sentita arrivare. C'è... c'è qualche problema? Sembra molto serio."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7902831177909821
ca	0.6525767226404169
fr	0.5714285714285714
es	0.54337899543379
ro	0.5073891625615764
pt	0.48497854077253216
en	0.4685562444641275
de	0.4041708043694141
sv	0.39271255060728744
sk	0.38650306748466257
tl	0.3795243019648397
sl	0.37888198757763975
lt	0.3775933609958506
no	0.375
hr	0.3684210526315789
nl	0.35205183585313177
tr	0.34782608695652173
sq	0.33554817275747506
cs	0.3197278911564626
da	0.318955732122588
pl	0.3181818181818182
az	0.3142857142857143
eu	0.3023255813953488
ms	0.29411764705882354
et	0.22680412371134018
lv	0.20844327176781002
hu	0.19786096256684493
yo	0.12790697674418602
fi	0.09502262443438914

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. Look, I’m investigating the disappearances near the old orchard. We have several witnesses who saw you taking photos near the festival grounds yesterday afternoon. You see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.787847929395791
tl	0.6557422197741668
fr	0.5402721588819419
nl	0.48644207066557105
pt	0.47786131996658315
no	0.40954180444024557
ca	0.39903846153846156
ms	0.39759036144578314
da	0.38149430974764964
es	0.3705941591137966
de	0.3424513413992636
et	0.3232268543584191
it	0.316566429743029
ro	0.3131868131868132
sq	0.3086283185840708
sv	0.3043962159154146
sk	0.3040089086859688
sl	0.2799539170506913
cs	0.2762015055008685
hr	0.24471299093655588
lt	0.20986093552465232
az	0.19198448610213317
fi	0.18778427550357374
lv	0.1819371727748691
pl	0.17871222076215507
yo	0.16219839142091153
tr	0.14908100748808714
is	0.14324880054832076
hi	0.058025621703089676
hu	0.05087319665907365

reliable

true

passes

true

name

"Isabella"

dialogue

"Il festival mela? Sì, ero lì per le luci del tramonto... ma è stato terribile. Ho visto qualcosa che non riesco a dimenticare. Le mie mani tremano ancora al solo pensiero."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8045602605863192
es	0.6051332675222113
ca	0.5787995787995788
fr	0.5588235294117647
ro	0.5297805642633229
pt	0.49087823504454814
en	0.4678492239467849
sl	0.4447015270708006
no	0.4269340974212034
yo	0.41944847605224966
de	0.4152046783625731
da	0.39271255060728744
lt	0.39148073022312374
ms	0.3890020366598778
nl	0.38080495356037153
tl	0.3593166043780032
sk	0.35064935064935066
sq	0.3474714518760196
sv	0.3460490463215259
hr	0.3311036789297659
lv	0.33073061907417733
cs	0.31934203062960864
az	0.3170176437108708
et	0.30915371329879104
pl	0.28741092636579574
hu	0.2797118847539016
fi	0.21875
eu	0.17412250516173433
tr	0.15492957746478872
vi	0.10979228486646886
is	0.1091314031180401

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. I don't speak a word of that. Is that Italian? Look, I just need to know if you saw a man in a dark parka. Tall, maybe six-two?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.810170271514036
tl	0.5491803278688524
sv	0.5012091898428053
nl	0.471830985915493
yo	0.4708146247594612
no	0.43454420836189167
pl	0.42186405045550107
hr	0.4094488188976378
sl	0.4094488188976378
cs	0.40775305096913134
da	0.4051910598413843
lt	0.39692982456140347
de	0.3951612903225807
ro	0.38752783964365256
it	0.3644067796610169
et	0.3405275779376499
lv	0.33841218925421007
sq	0.3330638641875505
sk	0.3248772504091653
is	0.3226600985221675
ms	0.31986809563066776
hu	0.3136439267886855
ca	0.298469387755102
tr	0.2912371134020619
az	0.28879310344827586
fr	0.26141450313339304
fi	0.23681776133209992
pt	0.1943359375
es	0.19117647058823528
vi	0.13883089770354906
be	0.0782122905027933
eu	0.0782122905027933
uk	0.07094594594594594

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco cosa dice, signore, ma deve guardare queste immagini! C'era un'ombra tra gli alberi, qualcosa di scuro e pesante che veniva trascinato verso il fiume. Ho avuto così tanta paura che sono scappata via senza respirare."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7980613893376414
pt	0.5358469008854614
es	0.5278907611853573
ro	0.5121585109576704
ca	0.47966698687159787
fr	0.4320167773505767
en	0.3872549019607844
tl	0.3681959564541213
no	0.33862433862433866
sq	0.32178631051752926
ms	0.3058521999145664
sv	0.295316565481353
sk	0.25866788321167883
lt	0.25697302240512115
de	0.25011536686663594
nl	0.24029920523609163
da	0.23493408662900192
yo	0.19753086419753088
az	0.1911398705823793
sl	0.181360201511335
hr	0.17134115247322795
hu	0.16409465020576133
et	0.16366443643849718
vi	0.16193914388860237
cs	0.1610738255033557
tr	0.15890269151138717
pl	0.13793103448275862
is	0.11924119241192413
lv	0.11395856052344602
eu	0.10616061606160616
fi	0.07565415244596131

reliable

true

passes

true

name

"Hunter"

dialogue

"I’m getting nothing here. Listen, did you see a struggle? Someone being forced into a vehicle? Just nod if you saw someone get hurt."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8000515995872033
tl	0.4752877454299256
sv	0.42336309523809523
is	0.4006187161639598
ca	0.38099041533546324
de	0.3770096463022508
no	0.3765084473049075
fr	0.3509212730318258
it	0.3503772003352892
ro	0.3437764606265877
sq	0.3437764606265877
ms	0.3353344768439108
pt	0.3098842386464826
nl	0.3092691622103387
et	0.30180180180180183
cs	0.2999096657633243
hr	0.296094459582198
da	0.28107606679035246
es	0.2604961832061069
fi	0.24463937621832363
hu	0.23343224530168152
lv	0.21717171717171715
sl	0.2115971515768057
sk	0.19605809128630705
eu	0.1943866943866944
pl	0.18162618796198524
tr	0.15669205658324267
az	0.1426991150442478
yo	0.1331096196868009
lt	0.09568261376896149
vi	0.08284023668639054

reliable

true

passes

true

name

"Isabella"

dialogue

"Perché mi guarda così? Non capisce che sono terrorizzata? La macchina fotografica... le foto sono qui, ma ho paura ad accenderla di nuovo. Sento che qualcuno mi stava fissando mentre scattavo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8091053162368536
es	0.608913813459268
ca	0.5824141191301607
fr	0.5645744331252054
pt	0.557743658210948
ro	0.5063338301043219
en	0.47253184713375795
tl	0.4018058690744921
sk	0.3908045977011494
no	0.3645083932853717
ms	0.35835351089588374
cs	0.35365853658536583
sl	0.3331655762455964
sq	0.3239795918367347
hr	0.30881585811163276
de	0.3022643496577146
et	0.2981991525423729
da	0.2918225547835382
yo	0.27871529667936856
hu	0.26916712630998346
nl	0.2618384401114206
tr	0.25352112676056343
pl	0.24458380843785632
fi	0.24372146118721463
sv	0.22650321074138935
lt	0.22150411280846063
az	0.21875
vi	0.163510101010101
lv	0.16139240506329114
eu	0.1143048128342246
is	0.0542469664525339

reliable

true

passes

true

name

"Hunter"

dialogue

"This is useless. I don't suppose you have a translation app on that fancy camera? I need facts, miss. Names, times, locations."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8083178438661709
tl	0.6437823834196891
fr	0.6203405430280718
ca	0.555735056542811
nl	0.5233968804159446
da	0.5141342756183745
de	0.45580474934036935
ro	0.4406779661016949
yo	0.4406779661016949
it	0.43064182194616984
sv	0.42985487214927437
no	0.41447835344215755
et	0.3991260014566642
pt	0.39692982456140347
hr	0.3668457405986186
es	0.3648960739030023
cs	0.35243328100470955
pl	0.3181818181818182
hu	0.3136439267886855
sq	0.2966751918158568
sk	0.2918454935622317
fi	0.26339285714285715
tr	0.25339366515837103
sl	0.2410303587856486
is	0.21800947867298578
vi	0.2112810707456979
lt	0.20443587270973965
lv	0.19512195121951217
ms	0.1903827281648675
az	0.1887905604719764
eu	0.1424116424116424
hi	0.0924092409240924
zh	0.08536585365853659
be	0.0782122905027933
uk	0.07094594594594594

reliable

true

passes

true

name

"Isabella"

dialogue

"La prego, mi aiuti! Mi sento seguita da quando ho lasciato il bosco. C'è un uomo con gli occhi freddi che continua a passare davanti al mio ostello!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8128342245989305
es	0.6559633027522936
ca	0.655511811023622
pt	0.599236641221374
ro	0.5885579937304075
fr	0.5466321243523317
tl	0.42528735632183906
no	0.39724454649827784
en	0.35344827586206895
eu	0.34984520123839014
ms	0.34944237918215615
da	0.34045226130653267
tr	0.33879093198992444
hr	0.336283185840708
sk	0.3195074530136098
cs	0.31417374265186154
yo	0.3137254901960784
sl	0.30509596293845137
az	0.303251493032515
vi	0.2985971943887776
nl	0.29388029589778075
de	0.27083333333333337
lv	0.2677824267782427
pl	0.26108374384236455
lt	0.2446043165467626
sv	0.23580786026200873
fi	0.22850844966936076
et	0.20933734939759033
hu	0.18667699457784664
sq	0.1712707182320442
is	0.11764705882352942

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, stay right here. I’m going to go see if the librarian can translate. Don't move."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8210557709513869
tl	0.6188055908513341
yo	0.4371482176360225
sq	0.4117647058823529
no	0.4094488188976378
da	0.3939393939393939
ro	0.3736951983298539
fr	0.34497816593886466
pl	0.3428258488499452
hr	0.297423887587822
ms	0.2907801418439716
sv	0.2831541218637993
et	0.2762364294330519
it	0.27007299270072993
sk	0.24528301886792453
cs	0.24050632911392408
lv	0.23954372623574144
sl	0.23076923076923078
eu	0.22879177377892032
es	0.2227979274611399
lt	0.22178988326848248
ca	0.20212765957446807
nl	0.19678714859437751
de	0.1902834008097166
tr	0.1891891891891892
az	0.1847826086956522
vi	0.12790697674418602
fi	0.11764705882352942
pt	0.11764705882352942

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. What? Another one? Near the water tower? Dammit. I’m five minutes out. Keep the scene cordoned off."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8054474708171206
tl	0.6187363834422658
sv	0.41225860621326615
da	0.40374787052810895
nl	0.3688007213706041
no	0.36247723132969034
fr	0.35779816513761464
de	0.3076162215628091
sq	0.3
es	0.279835390946502
hr	0.24650161463939718
pl	0.24324324324324328
it	0.23076923076923078
ca	0.22822491730981256
ro	0.22566371681415928
sl	0.22048997772828507
pt	0.21962095875139354
ms	0.21875
et	0.16963226571767495
sk	0.16864608076009502
lt	0.16467780429594273
yo	0.1325898389095415
cs	0.0967741935483871
fi	0.09326424870466321
tr	0.077733860342556

reliable

true

passes

true

name

"Hunter"

dialogue

"Listen, I have to go. An emergency. Stay in public places, okay? I’ll find you later. Try to find someone who speaks English."

detectedLang

"en"

heavyLang

"en"

scores

en	0.806056056056056
tl	0.6017471736896197
da	0.5737073707370737
pl	0.5168329177057357
de	0.49113591595535133
nl	0.4836775483011325
sv	0.4759972954699121
ro	0.47421981004070557
no	0.46551724137931033
fr	0.4553759662684469
es	0.39594699922057675
cs	0.39453125
yo	0.3839427662957075
it	0.3834526650755768
hr	0.375
ca	0.3637110016420361
pt	0.3552412645590682
lv	0.30368373764600176
sl	0.3011722272317403
sk	0.2935278030993619
eu	0.27637721755368816
sq	0.25623800383877166
et	0.25480769230769235
lt	0.2288557213930348
ms	0.22654690618762477
tr	0.2115971515768057
fi	0.1952232606438214
vi	0.18162618796198524
az	0.1594360086767896
hu	0.1594360086767896
is	0.14647577092511013
hi	0.08930669800235018
be	0.08284023668639054
uk	0.07517899761336516

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetti! Non mi lasci qui da sola! Ho visto chi è stato! È tutto nella memoria della macchina! Signore!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8188874514877104
ca	0.5292535305985204
es	0.5273463875759622
pt	0.4938539407086045
en	0.4560994560994561
sq	0.44400317712470216
fr	0.4345718901453958
ro	0.4290375203915171
no	0.41275167785234906
sk	0.3970714900947459
fi	0.3944636678200692
tl	0.37888198757763975
de	0.3439550140581068
sl	0.3433395872420263
yo	0.34210526315789475
cs	0.3110236220472441
sv	0.3089832181638697
tr	0.30624380574826565
ms	0.30417495029821073
da	0.3013972055888224
eu	0.2950654582074521
pl	0.2776057791537668
hr	0.27007299270072993
lt	0.2639327024185068
et	0.2391304347826087
nl	0.2265193370165746
vi	0.21875
az	0.19447640966628307
is	0.17550058892815076
lv	0.16167664670658682
hu	0.10828025477707007

reliable

true

passes

true