Run: 2026-02-16-01KHK33T75HZZ0MNS7RAZSE24R

Run Details

Model:: Qwen 3.5 Plus (2026-02-15)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 30.9s
Cost:: $0.002197
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

**Scene: The Rusty Apple Cafe, Alborn, MN**
*The air smells of cinnamon and burnt coffee. Outside, the small town is quiet, save for the distant hum of preparation for the upcoming Apple Festival. Isabella sits by the window, her fingers trembling slightly as she scrolls through photos on her DSLR camera. Detective Hunter approaches, his posture rigid, eyes scanning the room before landing on her.*

**Isabella:** "No... no, non può essere. Ho visto tutto, ma non ho visto niente. La macchina fotografica mente? O sono io?"

**Hunter:** "Excuse me, miss? I'm Detective Hunter with the Alborn PD. I noticed you were taking photos near the orchard edge earlier today, right around the time young Timmy went missing. Did you happen to see anything unusual? A vehicle, a person, anything out of place?"

**Isabella:** "Signore, io... io non capisco le sue parole. Parla troppo veloce. Ho visto un uomo, sì. Un uomo con un cappello grande. Ma quando ho scattato la foto... *Dio mio*, nella foto non c'era nessuno. Eppure era lì! Lo giuro su mia madre, era lì che tirava qualcosa nel tronco dell'albero."

**Hunter:** "Ma'am, I need you to slow down. I don't speak... whatever that is. Italian? Look, I just need a yes or no. Did you see a man in a hat near the woods?"

**Isabella:** "Sì! Sì, ho detto sì! Ma lei non mi ascolta! Perché la mia foto è vuota? È come se la realtà si fosse strappata. Quell'uomo... aveva degli stivali fangosi, rossi come le mele del festival. Ma ora nella mia scheda di memoria c'è solo il vento tra i rami. Mi sento male, la testa mi gira."

**Hunter:** "Okay, okay, take a breath. You're shaking. You saw a man with muddy boots near the trees. That's something. Can you draw him? Or point to where he went?"

**Isabella:** "Disegnare? No, non serve a niente se la macchina non lo ha preso! Forse sono pazza. Forse è lo stress del viaggio. Mamma mia, perché sono venuta qui? Tutto è così strano in questa città. Le mele, la gente, le foto che spariscono... *Non ce la faccio più*."

**Hunter:** "Miss, please, try to focus. If you saw a suspect, that's critical. I can get a translator down here, but I need you to stay put. Don't leave town. Do you understand? Stay. Put."

**Isabella:** "Restare? Sì, resto. Ma per favore, mi creda? La foto è vuota, ma i miei occhi hanno visto il male. *Aiutami*, per favore. Non so cosa fare."

**Hunter:** "I'm doing my best, miss. Just sit tight and don't touch anything else on that camera until forensics gets here."

*(Hunter's radio crackles loudly on his hip, followed by the shrill ring of his cell phone. He glances at the screen, his expression tightening.)*

**Hunter:** "Hold that thought. Dispatch? ... Yeah, I'm with a potential witness, but she's speaking Italian. ... Another one? Near the cider press? Damn it. Alright, I'm en route. Tell Miller to meet me there."

*(Hunter turns back to Isabella, tipping his hat slightly, looking frustrated by the language barrier.)*

**Hunter:** "I have to go, miss. Emergency. Stay right here. Do not move. I'll send someone who speaks your language as soon as I can."

**Isabella:** "Aspetti! Dove va? *Non mi lasci sola con il vuoto nelle foto!* Signor Detective, per favore!"

*(Hunter is already jogging toward the door, pushing through the bell-chime entrance, leaving Isabella alone with her silent, empty photographs.)*

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"No... no, non può essere. Ho visto tutto, ma non ho visto niente. La macchina fotografica mente? O sono io?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8183139534883721
es	0.6275327771156137
pt	0.6228123114061557
ca	0.609375
ro	0.5607870695713282
no	0.5424597364568082
sk	0.5188606620477291
tl	0.5101880877742947
fr	0.5074862096138691
en	0.47567114093959734
de	0.46027633851468047
sq	0.40926275992438566
yo	0.4036259541984733
pl	0.4024856596558317
da	0.4013409961685824
hr	0.3978805394990366
lt	0.3818001978239367
cs	0.3615934627170583
sl	0.3448637316561845
lv	0.34210526315789475
ms	0.3293991416309013
tr	0.32795698924731176
et	0.32432432432432434
nl	0.3124312431243124
fi	0.20986093552465232
eu	0.20886075949367086
az	0.20785804816223066
vi	0.20584498094027956
hu	0.20382165605095542
sv	0.15881561238223418
is	0.10329985652797705

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss? I'm Detective Hunter with the Alborn PD. I noticed you were taking photos near the orchard edge earlier today, right around the time young Timmy went missing. Did you happen to see anything unusual? A vehicle, a person, anything out of place?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7932799579997375
tl	0.6299342105263158
fr	0.49856733524355296
no	0.48546226723293046
da	0.4397011739594451
pt	0.4366952789699571
nl	0.4291409931134469
sv	0.3988549618320611
ro	0.3935309973045822
ca	0.3890612878200155
de	0.3710063897763578
es	0.36873747494989983
it	0.36619718309859156
sq	0.3644067796610169
yo	0.314919530230535
cs	0.31432303003918155
ms	0.31222707423580787
et	0.3049426301853486
pl	0.27851580393953274
is	0.27049559981472904
hr	0.2681226765799256
sk	0.2546142924751538
lv	0.2482100238663485
sl	0.23949782713664894
lt	0.20293522267206476
hu	0.19437340153452684
tr	0.18562564632885212
fi	0.15820416889363975
az	0.1402838427947598
vi	0.0778688524590164
hi	0.04661016949152543
be	0.04255319148936171
eu	0.04255319148936171
uk	0.038461538461538464

reliable

true

passes

true

name

"Isabella"

dialogue

"Signore, io... io non capisco le sue parole. Parla troppo veloce. Ho visto un uomo, sì. Un uomo con un cappello grande. Ma quando ho scattato la foto... Dio mio, nella foto non c'era nessuno. Eppure era lì! Lo giuro su mia madre, era lì che tirava qualcosa nel tronco dell'albero."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8072780863847636
es	0.5997174476100777
pt	0.53232462173315
ca	0.5117748420448018
fr	0.50379451255108
ro	0.3584905660377359
no	0.3504012227741689
yo	0.3322859387274156
tl	0.3299172250689791
sk	0.3117408906882591
sq	0.2910758965804838
vi	0.28209459459459457
en	0.2697594501718213
hr	0.26660914581535805
lt	0.2605480643758155
cs	0.25503943908851884
sl	0.247787610619469
sv	0.2366412213740458
da	0.2328519855595668
nl	0.2255125284738041
de	0.22267946959304982
lv	0.2044922788956481
pl	0.19316563834836262
et	0.18072289156626506
eu	0.177552007740687
ms	0.177552007740687
fi	0.1550695825049702
az	0.13043478260869565
tr	0.1282051282051282
hu	0.1268618387262455
is	0.08306364617044228

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, I need you to slow down. I don't speak... whatever that is. Italian? Look, I just need a yes or no. Did you see a man in a hat near the woods?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8122791519434628
tl	0.5915425276309466
sv	0.47270471464019853
no	0.4723774053382992
yo	0.4613434727503169
nl	0.4585987261146497
da	0.4418910045961917
it	0.3941553813257306
et	0.3871665465032444
hr	0.38271604938271603
de	0.38226744186046513
pl	0.38181818181818183
ro	0.380466472303207
cs	0.3726937269372694
lv	0.3675595238095238
ca	0.36377245508982037
hu	0.35361216730038025
sl	0.33852140077821014
sq	0.33645589383294305
sk	0.3333333333333333
pt	0.32486100079428115
fr	0.32432432432432434
lt	0.32324840764331214
tr	0.3044189852700491
ms	0.30098684210526316
es	0.28087986463620984
az	0.24511545293072823
is	0.21296296296296297
fi	0.18815663801337154
vi	0.1353001017293998
be	0.07608695652173912
eu	0.07608695652173912
uk	0.06900328587075576

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì! Sì, ho detto sì! Ma lei non mi ascolta! Perché la mia foto è vuota? È come se la realtà si fosse strappata. Quell'uomo... aveva degli stivali fangosi, rossi come le mele del festival. Ma ora nella mia scheda di memoria c'è solo il vento tra i rami. Mi sento male, la testa mi gira."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7943880019351718
ca	0.5441137034057388
es	0.5385450597176982
ro	0.531809418892867
fr	0.5188225304273989
no	0.49193066347878067
pt	0.4598029869717191
sl	0.44607363962202673
sk	0.44152431011826543
tl	0.4342762063227954
cs	0.42933870426317555
en	0.40807799442896936
sq	0.401619148187258
yo	0.40035273368606705
hr	0.38826916156890967
da	0.37978839839474643
sv	0.35213414634146345
ms	0.3314982304364923
fi	0.3272655322516818
pl	0.30527176134041684
hu	0.3012741471434443
lt	0.2869127516778523
de	0.25601750547045954
et	0.24845269672855883
az	0.24745462594068174
lv	0.24678777137793534
nl	0.24174843889384479
vi	0.21332716335030077
tr	0.19316563834836262
is	0.17395529640427598
eu	0.15841584158415842
be	0.03954802259887005
uk	0.03573454339194555

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, okay, take a breath. You're shaking. You saw a man with muddy boots near the trees. That's something. Can you draw him? Or point to where he went?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8077322801912284
tl	0.6473503621807091
fr	0.3720298710115411
da	0.3668720054757016
yo	0.33453237410071945
no	0.3292240754169688
ca	0.30398796087283675
ms	0.300302571860817
nl	0.2779078844652615
cs	0.2693522906793049
de	0.2693522906793049
sv	0.26819620253164556
pl	0.26412092283214
sq	0.26177174780526735
lv	0.24489795918367346
es	0.24118129614438064
pt	0.23805601317957167
sl	0.23805601317957167
lt	0.23236514522821577
sk	0.22072451558550968
hr	0.19774501300954034
et	0.14981617647058823
hu	0.14431082331174835
fi	0.14272474513438368
tr	0.14272474513438368
az	0.13712686567164178
is	0.13632119514472454
ro	0.1306390977443609
it	0.11904761904761905
eu	0.07035175879396985
vi	0.07035175879396985

reliable

true

passes

true

name

"Isabella"

dialogue

"Disegnare? No, non serve a niente se la macchina non lo ha preso! Forse sono pazza. Forse è lo stress del viaggio. Mamma mia, perché sono venuta qui? Tutto è così strano in questa città. Le mele, la gente, le foto che spariscono... Non ce la faccio più."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8122614797488612
es	0.5820772814469718
fr	0.5458606313281715
ro	0.5190791548407443
en	0.5042262678803641
ca	0.5024469820554649
no	0.49217449217449216
pt	0.4899665551839465
sv	0.4726832641770401
tl	0.43033246171087036
sl	0.42604441098983814
de	0.4208127611090012
da	0.4021952175617405
hr	0.39889633425305476
yo	0.3815896188158962
nl	0.370355078447564
sq	0.3680066307501036
sk	0.358974358974359
cs	0.3457743457743458
ms	0.32282415630550615
lv	0.30839002267573695
pl	0.2713807931199236
et	0.2629289511841469
is	0.2582684824902724
hu	0.23096318709026725
fi	0.21432251416795464
az	0.18186695278969958
eu	0.17388949079089924
tr	0.1616272677295217
lt	0.15418746533555186
vi	0.1384180790960452

reliable

true

passes

true

name

"Hunter"

dialogue

"Miss, please, try to focus. If you saw a suspect, that's critical. I can get a translator down here, but I need you to stay put. Don't leave town. Do you understand? Stay. Put."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8191765578635014
tl	0.5035641547861507
ro	0.495602690118986
pt	0.4380403458213256
no	0.4331395348837209
da	0.43148688046647227
hr	0.4301578024547048
ca	0.427144535840188
pl	0.4261330194231901
cs	0.42545668827342376
sq	0.40729483282674767
sv	0.39327940261356564
sk	0.3879472693032015
de	0.37858508604206503
fr	0.3765984654731458
nl	0.36274509803921573
yo	0.34032476319350474
es	0.3394308943089431
it	0.324792243767313
sl	0.3162692847124825
lv	0.28884026258205686
et	0.28308823529411764
ms	0.2669172932330827
vi	0.2540168324407039
lt	0.2447714949651433
is	0.24242424242424243
tr	0.22741679873217116
az	0.2162379421221865
hu	0.18614357262103506
eu	0.12320143884892087
be	0.06698564593301436
fi	0.06069364161849711
uk	0.06069364161849711

reliable

true

passes

true

name

"Isabella"

dialogue

"Restare? Sì, resto. Ma per favore, mi creda? La foto è vuota, ma i miei occhi hanno visto il male. Aiutami, per favore. Non so cosa fare."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8018821198613175
ca	0.5746943115364168
ro	0.5362318840579711
no	0.5130858186244674
es	0.504950495049505
sl	0.4943109987357775
yo	0.49270767279644895
sk	0.4838709677419355
fr	0.46808510638297873
sq	0.46808510638297873
en	0.46559786239144957
hr	0.46380697050938335
lt	0.4378074490513001
sv	0.43302622253720763
tl	0.41046425939572584
pt	0.39622641509433965
da	0.377431906614786
pl	0.3685872138910813
cs	0.36808846761453395
de	0.3311036789297659
nl	0.3079584775086505
et	0.3061578490893322
lv	0.2945326278659612
vi	0.28825622775800713
fi	0.27927927927927926
tr	0.2626728110599078
az	0.22854387656702024
hu	0.2263056092843327
is	0.20556107249255212
ms	0.1341991341991342
eu	0.09808342728297632
be	0.08045977011494253
uk	0.07300115874855156

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm doing my best, miss. Just sit tight and don't touch anything else on that camera until forensics gets here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8051441932969602
tl	0.5616598480420807
ca	0.4099134539732494
no	0.3966210780370072
fr	0.3686868686868687
da	0.33862433862433866
sq	0.258160237388724
et	0.25447316103379725
sv	0.25074925074925075
yo	0.24849699398797598
es	0.23935091277890466
nl	0.23391215526046988
it	0.23076923076923078
ro	0.2260061919504644
de	0.22118380062305293
is	0.19181034482758622
pl	0.19006479481641467
cs	0.17672886937431392
sk	0.17672886937431392
fi	0.16666666666666666
ms	0.16666666666666666
pt	0.1544532130777903
hr	0.10501193317422433
hi	0.10071942446043164
az	0.07521578298397041

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold that thought. Dispatch? ... Yeah, I'm with a potential witness, but she's speaking Italian. ... Another one? Near the cider press? Damn it. Alright, I'm en route. Tell Miller to meet me there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7843278217109992
tl	0.615014436958614
fr	0.5793901156677181
da	0.5290423861852434
no	0.51651893634166
de	0.49979157982492706
nl	0.47252747252747257
es	0.4633273703041145
sv	0.4350282485875706
sq	0.42196531791907516
yo	0.3963782696177062
ca	0.3902439024390244
it	0.3902439024390244
ro	0.38208032955715754
ms	0.38176197836166925
sl	0.3610223642172524
pt	0.36
cs	0.35170178282009723
hr	0.32432432432432434
fi	0.3197278911564626
az	0.3099482461184589
lv	0.3079584775086505
tr	0.28698752228163993
sk	0.281437125748503
et	0.27884615384615385
lt	0.24953095684803
pl	0.24717691342534504
is	0.23469387755102045
hu	0.16955017301038064
eu	0.16142557651991615
vi	0.05511811023622047

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go, miss. Emergency. Stay right here. Do not move. I'll send someone who speaks your language as soon as I can."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8180677540777918
tl	0.5899321266968326
da	0.463360473723168
yo	0.45488721804511284
pl	0.4520030234315949
pt	0.3835034013605442
sq	0.3776824034334764
no	0.36681222707423583
hr	0.34090909090909094
cs	0.33729433272394876
sk	0.3166823751178134
et	0.27860696517412936
ro	0.27644710578842313
it	0.2757242757242757
ms	0.26321138211382117
sl	0.2494824016563147
lt	0.24083769633507857
es	0.240041928721174
tr	0.23684210526315788
fr	0.23199152542372883
ca	0.22872340425531915
lv	0.2032967032967033
vi	0.1935483870967742
nl	0.1826381059751973
de	0.18171557562076748
hu	0.17142857142857143
is	0.16857798165137614
az	0.16184971098265896
sv	0.15990730011587484
ja	0.12121212121212122
eu	0.09713574097135741
be	0.0880503144654088
uk	0.0799492385786802

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetti! Dove va? Non mi lasci sola con il vuoto nelle foto! Signor Detective, per favore!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7840172786177105
fr	0.6166134185303513
ca	0.6036988110964333
es	0.5723449750534569
ro	0.562363238512035
en	0.5423340961098398
no	0.441340782122905
pt	0.42528735632183906
de	0.39999999999999997
da	0.39148073022312374
sl	0.38650306748466257
nl	0.37888198757763975
fi	0.3723849372384937
sq	0.34994582881906827
tl	0.34497816593886466
sk	0.3325917686318131
hr	0.3265993265993266
sv	0.32432432432432434
cs	0.31662870159453305
tr	0.2797118847539016
et	0.23076923076923078
pl	0.1902834008097166
vi	0.1792065663474692
lt	0.16434540389972147
az	0.16083916083916083
yo	0.12790697674418602
eu	0.12663755458515283
hu	0.1240875912408759
ms	0.11764705882352942
is	0.1137370753323486
lv	0.09502262443438914

reliable

true

passes

true