Run: 2026-04-27-01KQ79VG5FTWJ2FH4K1H5VG2XW

Run Details

Model:: Qwen 3.6 Flash
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 33.8s
Cost:: $0.010721
Provider:: Alibaba

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: "Buongiorno. Prego, può guardarla un attimo? È la mia macchina fotografica. L’ho appena scattata qui, vicino al viale. C’era una cosa… un’ombra non giusta. Sono molto agitata."
Hunter: "Afternoon. I’m Detective Hunter. Do you mind if I ask you a few questions about what you saw last night? We’ve had another missing person report near the festival grounds."
Isabella: "Non capisco la sua lingua. Scusi. Ma… la prego, ascolti. È successo sotto le luci dell’Apple Festival. C’era un uomo, e poi… silenzio. Solo il vento tra le mele cadute. Non era naturale. Ho paura."
Hunter: "Ma’am, I really don’t speak Italian. Can you use simple words, or point to a map? We’ve lost three people since the festival started. Did you see anything near the cider booths or the north parking lot?"
Isabella: "Non capisco il suo nome. Ma sì, sono stata lì. Ho visto le impronte nel fango del sentiero, e poi… il suo cappello di paglia. L’ha lasciato vicino alla fontana. Le persone se ne vanno e io… devo capire. La prego, cerchi vicino al vecchio mulino."
Hunter: "Okay. Footprints on the trail. A hat left by the fountain. And something near the old mill. Got it. I’m writing that down. Listen, I’m serious about the language thing—I’m not equipped to take statements in Italian, but I’ll get the desk to assign a translator. You’re safe, just stay right where you are."
Isabella: "Grazie, detective. Ma c’è un dettaglio… c’era un odore di zolfo e mele marce. E le luci del luna park si sono spente tutte insieme. Non è un caso. La prego, controlli le foto che ho scattato stamattina al lago."
Hunter: "I’ll make sure the evidence log reflects the odor, the flickering lights, and the lake reference. I really appreciate you coming forward. I’ll come back as soon as I can, but I have to go now."
Isabella: "Va bene. La prego, faccia attenzione. Alborn nasconde cose. Io tornerò appena finito il corso. Grazie per avermi ascoltata."
Hunter: "Thanks. Stay put, and I’ll see you soon. Keep your camera handy if you need to document anything else."
Isabella: "Arrivederci. Prenda cura di questa città. Io controllerò le immagini."
Hunter: "Hunter here. Yeah, I’m at the café. Got a foreign student with a statement but we have a language barrier. I’m marking it for translation and heading to the north perimeter in five. Copy."
Isabella: "Buona fortuna, detective. La mia fiducia."
Hunter: "Will do. Stay safe."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Buongiorno. Prego, può guardarla un attimo? È la mia macchina fotografica. L’ho appena scattata qui, vicino al viale. C’era una cosa… un’ombra non giusta. Sono molto agitata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8006833712984055
ca	0.5939675174013921
es	0.573170731707317
fr	0.5044498381877023
ro	0.4859420898027696
pt	0.3944636678200692
tl	0.3545837723919915
en	0.3186874304783093
lv	0.28068115091015855
sl	0.27213309566250743
hr	0.2673444976076555
de	0.26382211538461536
nl	0.2484662576687117
sq	0.23389618511569732
da	0.22810333963453058
no	0.22271573604060915
pl	0.22073791348600508
et	0.21675191815856776
yo	0.21524663677130043
ms	0.2106958762886598
sk	0.2009132420091324
eu	0.18927862342819324
cs	0.18333333333333335
az	0.16267942583732056
tr	0.15865384615384615
lt	0.15107415107415106
sv	0.13732394366197184
is	0.1148843930635838
fi	0.08445440956651719
vi	0.0641711229946524
hu	0.05841660261337433

reliable

true

passes

true

name

"Hunter"

dialogue

"Afternoon. I’m Detective Hunter. Do you mind if I ask you a few questions about what you saw last night? We’ve had another missing person report near the festival grounds."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8124592302674495
tl	0.6702981651376146
fr	0.5632358526395747
pt	0.5218295218295219
da	0.5192307692307693
nl	0.494949494949495
it	0.49472759226713536
no	0.4933920704845815
sv	0.49204946996466425
ca	0.4884341637010676
es	0.44309927360774815
cs	0.43820224719101125
sq	0.4362745098039216
ro	0.4346116027531956
hr	0.39695857367593074
ms	0.39153439153439157
de	0.36743674367436746
sk	0.3596881959910913
et	0.3413516609392898
sl	0.3360277136258661
pl	0.3286631640396965
hu	0.30639324487334135
yo	0.28792569659442724
is	0.26937738246505716
az	0.24590163934426232
lt	0.22973878097789682
tr	0.19184820801124386
lv	0.19071076706544687
vi	0.17503586800573886
fi	0.15066469719350073
be	0.05737704918032788
eu	0.05737704918032788
uk	0.05193734542456719

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco la sua lingua. Scusi. Ma… la prego, ascolti. È successo sotto le luci dell’Apple Festival. C’era un uomo, e poi… silenzio. Solo il vento tra le mele cadute. Non era naturale. Ho paura."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8070762958648806
fr	0.5955433455433455
es	0.5641447368421053
ca	0.5485519591141397
ro	0.5404092958723552
pt	0.5363890832750174
tl	0.44929343308395675
en	0.3848653667595172
no	0.3586640851887706
yo	0.3539736713798148
da	0.3232890704800817
sl	0.31382703262558265
sq	0.2759562841530055
hr	0.27117711771177117
nl	0.26552106430155215
pl	0.24758659852356618
et	0.2458736482640865
de	0.24372146118721463
sk	0.23806785508913167
sv	0.22920302501454334
ms	0.22785547785547786
cs	0.22605140186915884
lv	0.22241784037558684
lt	0.2117787031528852
hu	0.19648271679805945
vi	0.18511685116851168
az	0.1826033312769895
eu	0.15227127319257838
is	0.11193029490616621
tr	0.10412440838404327
fi	0.08683666436940041

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma’am, I really don’t speak Italian. Can you use simple words, or point to a map? We’ve lost three people since the festival started. Did you see anything near the cider booths or the north parking lot?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.804630969609262
tl	0.648620510150963
fr	0.4809688581314879
da	0.4549858700040372
no	0.4514425030475416
cs	0.42109777015437394
nl	0.42109777015437394
hr	0.39812750780205086
ca	0.38969258589511757
ro	0.38803263825929285
sq	0.3877551020408163
it	0.3546845124282983
sv	0.35437589670014347
sl	0.3531384762817441
pl	0.35064935064935066
pt	0.34561318468250124
es	0.3395303326810176
ms	0.334647609659931
de	0.3280238924838228
sk	0.3280238924838228
lt	0.3157627977698935
az	0.299792531120332
et	0.2841993637327678
yo	0.27807486631016043
lv	0.2773019271948608
tr	0.2710583153347732
fi	0.19113241461953265
is	0.17982989064398544
hu	0.17682926829268292
vi	0.08968307484828052
be	0.04929577464788732
eu	0.04929577464788732
uk	0.0445859872611465

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco il suo nome. Ma sì, sono stata lì. Ho visto le impronte nel fango del sentiero, e poi… il suo cappello di paglia. L’ha lasciato vicino alla fontana. Le persone se ne vanno e io… devo capire. La prego, cerchi vicino al vecchio mulino."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8076688240322384
es	0.5885579937304075
ca	0.5632279534109818
fr	0.5437427578215527
ro	0.5206938527084601
pt	0.49984121943474114
tl	0.4338605319913731
no	0.40922730682670666
yo	0.3767313019390581
sl	0.37125748502994016
sq	0.35318275154004103
da	0.3225806451612903
ms	0.308300395256917
en	0.2984409799554566
hr	0.2959320518551632
lt	0.28441617446615175
sv	0.2791762013729977
pl	0.2768595041322314
hu	0.2755289788408464
fi	0.2681226765799256
et	0.22604422604422603
sk	0.22528283325135265
lv	0.2214532871972318
cs	0.2206828302820386
az	0.2195242814667988
tr	0.21719681908548708
eu	0.21328671328671328
de	0.19601837672281774
is	0.1935483870967742
nl	0.1732283464566929
vi	0.1412213740458015

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay. Footprints on the trail. A hat left by the fountain. And something near the old mill. Got it. I’m writing that down. Listen, I’m serious about the language thing—I’m not equipped to take statements in Italian, but I’ll get the desk to assign a translator. You’re safe, just stay right where you are."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8087403060155105
tl	0.6279306829765546
fr	0.4668419515045282
de	0.42573945877910635
ro	0.41525152194809356
nl	0.4124275595621378
no	0.3926788685524127
da	0.38490057296932934
sv	0.3667591950034698
yo	0.34728183118741063
it	0.34470377019748655
ms	0.3416305916305916
pt	0.33125687064858916
sq	0.32407407407407407
pl	0.31928384930995896
cs	0.31775700934579443
sl	0.30845017051913604
ca	0.29969301611665383
hr	0.294822256568779
sk	0.28092986603624903
es	0.2652979066022544
fi	0.2599351175993512
lv	0.2446192052980133
et	0.23990004164931275
tr	0.22832980972515854
lt	0.21941830624465355
az	0.2147160068846816
hu	0.18417523468931607
is	0.1812471960520413
eu	0.1539174779786741
vi	0.07967725668179527
hi	0.04400209533787323

reliable

true

passes

true

name

"Isabella"

dialogue

"Grazie, detective. Ma c’è un dettaglio… c’era un odore di zolfo e mele marce. E le luci del luna park si sono spente tutte insieme. Non è un caso. La prego, controlli le foto che ho scattato stamattina al lago."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7878741129281086
fr	0.585843373493976
ro	0.5850935425467713
es	0.5778323610684679
ca	0.5437956204379563
no	0.4765892653216596
pt	0.46539657853810257
tl	0.447347266881029
yo	0.4311129499379396
sq	0.4227539882451721
en	0.4131455399061033
da	0.3974583698510079
nl	0.3878005342831701
sl	0.35233160621761656
sk	0.3480322427690849
pl	0.33862433862433866
ms	0.31523904382470125
de	0.29269547325102885
sv	0.27363972530375064
et	0.2721016410799365
cs	0.2595584275713516
lt	0.2390702822357499
hr	0.2262239729881823
lv	0.20566146735990756
fi	0.16209628275441804
eu	0.15953545232273839
vi	0.15850673194614442
hu	0.15747549019607843
is	0.1357636706473916
tr	0.08819628647214854
az	0.08394403730846103

reliable

true

passes

true

name

"Hunter"

dialogue

"I’ll make sure the evidence log reflects the odor, the flickering lights, and the lake reference. I really appreciate you coming forward. I’ll come back as soon as I can, but I have to go now."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8067936736161035
tl	0.6307110958433528
no	0.4458762886597938
it	0.4409776391055642
pt	0.4377615062761506
fr	0.4254409406734367
da	0.42482611021936867
ca	0.4135297326786688
yo	0.4073869900771775
nl	0.3950478334271244
cs	0.37789351851851855
es	0.375725900116144
sq	0.3709771796372147
ro	0.37024018746338605
sv	0.36390532544378695
pl	0.31528662420382164
sk	0.3028534370946822
lv	0.29508196721311475
hr	0.2913645352669743
ms	0.2847638057218896
sl	0.2626886145404664
tr	0.24667133847231956
az	0.23104434907010016
de	0.20546932742054694
lt	0.17624521072796934
hu	0.12244897959183673
et	0.11522633744855967
ja	0.0851063829787234
be	0.061135371179039305
is	0.05536028119507908
uk	0.05536028119507908
vi	0.05536028119507908

reliable

true

passes

true

name

"Isabella"

dialogue

"Va bene. La prego, faccia attenzione. Alborn nasconde cose. Io tornerò appena finito il corso. Grazie per avermi ascoltata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.802705749718151
ca	0.5397159389794844
fr	0.49942791762013733
ro	0.45786864931846344
es	0.38939288206559663
en	0.34358589647411847
tl	0.3126472898664572
pt	0.3110236220472441
sq	0.28219852337981954
hr	0.2647058823529412
no	0.2640874684608915
pl	0.26346801346801346
nl	0.17452830188679244
sl	0.15946205571565802
sv	0.15865384615384615
de	0.15213178294573643
lt	0.11883182275931521
az	0.11616161616161616
eu	0.10531697341513294
yo	0.09513960703205791
ms	0.09138110072689512
tr	0.08759124087591241
vi	0.08759124087591241
sk	0.08184679958027283
et	0.08088235294117647
da	0.07991587802313353
lv	0.07991587802313353

reliable

true

passes

true

name

"Hunter"

dialogue

"Thanks. Stay put, and I’ll see you soon. Keep your camera handy if you need to document anything else."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8089920658242727
tl	0.5657982631930528
nl	0.4318181818181818
ro	0.4122965641952984
fr	0.38679245283018865
de	0.385633270321361
sv	0.38271604938271603
ca	0.36399217221135033
et	0.36399217221135033
hr	0.36336924583741426
pl	0.3460764587525151
cs	0.34277047522750254
no	0.336734693877551
da	0.33469805527123847
it	0.3229166666666667
yo	0.3150684931506849
sk	0.28414096916299564
es	0.27616926503340755
sq	0.26719278466741825
ms	0.25968109339407747
lv	0.22526817640047678
sl	0.22062350119904073
eu	0.21307506053268765
lt	0.20828258221680876
pt	0.19554455445544552
vi	0.18238993710691823
ja	0.13333333333333333
is	0.10958904109589042
az	0.08835904628330996
hu	0.08835904628330996

reliable

true

passes

true

name

"Isabella"

dialogue

"Arrivederci. Prenda cura di questa città. Io controllerò le immagini."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7965116279069767
fr	0.602874432677761
ca	0.5755860953920776
es	0.5689655172413793
pt	0.5042492917847025
ro	0.4947064485081809
en	0.48326771653543305
ms	0.46428571428571425
tl	0.42622950819672134
sl	0.39724454649827784
tr	0.358974358974359
hr	0.3510506798516687
yo	0.32605905006418484
sq	0.3234536082474227
is	0.3225806451612903
sk	0.29718875502008035
nl	0.29624664879356566
sv	0.29245283018867924
no	0.2886178861788618
pl	0.2222222222222222
da	0.21991084695393756
cs	0.21052631578947367
lt	0.20933734939759033
de	0.20694864048338368
et	0.20694864048338368
lv	0.2033383915022762
fi	0.1640127388535032
hu	0.15730337078651685
vi	0.15594855305466235
eu	0.1449511400651466

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. Yeah, I’m at the café. Got a foreign student with a statement but we have a language barrier. I’m marking it for translation and heading to the north perimeter in five. Copy."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8060762766645119
tl	0.6927016645326505
da	0.6274448928904067
no	0.615877080665813
nl	0.5911413969335605
fr	0.5545657015590201
sv	0.5207667731629393
de	0.5135792460478315
sq	0.47299077733860345
pt	0.47019867549668876
yo	0.46832077979618963
ro	0.4513031550068587
pl	0.4079921065614208
ms	0.4038748137108793
it	0.3951612903225807
sk	0.39209726443769
sl	0.37662337662337664
cs	0.3524015110631409
ca	0.3456924754634678
hr	0.34065934065934067
es	0.3265993265993266
lv	0.30915371329879104
lt	0.3023255813953488
tr	0.29865575686732904
et	0.297423887587822
az	0.28272564255827853
is	0.28186714542190305
eu	0.24146649810366622
fi	0.1919191919191919
hu	0.1880920162381597
vi	0.11634756995581737
zh	0.060297572435395456

reliable

true

passes

true

name

"Isabella"

dialogue

"Buona fortuna, detective. La mia fiducia."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7970479704797048
ro	0.6347941567065073
tl	0.6164574616457461
fr	0.6148459383753502
ca	0.6037463976945245
es	0.6031746031746031
en	0.5743034055727554
no	0.494485294117647
sq	0.47718631178707227
pt	0.47619047619047616
da	0.40987124463519314
sv	0.3764172335600907
de	0.3663594470046083
pl	0.26666666666666666
yo	0.2506811989100818
fi	0.2403314917127072
vi	0.233983286908078
nl	0.22969187675070027
et	0.21875
is	0.21875
cs	0.207492795389049
hr	0.19590643274853803
sl	0.19590643274853803

reliable

true

passes

true

name

"Hunter"

dialogue

"Will do. Stay safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8191681735985533
pt	0.609375
pl	0.588477366255144
cs	0.5708154506437768
sk	0.5689655172413793
hr	0.5454545454545454
sl	0.5454545454545454
sq	0.5391705069124424
vi	0.5260663507109005
de	0.5145631067961165
tl	0.43820224719101125
yo	0.43820224719101125

reliable

true

passes

true