Run: 2026-09-02-01M1HBBDBWC1QVNYH60MSPC35J

Run Details

Model:: Qwen 3.7 Flash (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 28.2s
Cost:: $0.000496
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: "Per favore, non me lo ricordi... ho visto tutto ciò che è accaduto là fuori. Ho sentito il silenzio dopo le urla."
Hunter: "Miss. I’m Detective Hunter. I need to ask you about the reports from last night near the north orchards. Did you see anyone suspicious?"
Isabella: "Vede le foto, signore? Non sono mai stata così terrorizzata. Qualcosa di enorme si è mosso tra gli alberi della mela. Non ho parole per descriverlo."
Hunter: "Large animal? Or a person? I need specifics. Coordinates, descriptions, faces. My investigation depends on facts, not fear."
Isabella: "Io ho solo il mio rullino. Ma le ombre erano lunghe e dritte, come uomini che camminavano senza volto. Ho scattato decine di immagini prima di correre via."
Hunter: "Did you catch any plates? Any uniforms? You’re telling me strangers were walking near the festival grounds?"
Isabella: "Nessuna targa. Solo odore di fumo e il rumore di stivali pesanti sulla ghiaia. Mi hanno guardata da dietro le foglie. Io ho chiuso il mirino e sono scappata."
Hunter: "Heavy boots. Orchard proximity. Noted. Keep reviewing those shots. Cross-reference the timestamps with the missing persons’ last seen locations."
Isabella: "Farò quello che posso. Ma lei non deve avvicinarsi al bosco di notte. La nebbia qui nasconde verità peggiori delle sparizioni."
Hunter: "I’ve operated in worse terrain. But I’ll advise caution. Listen, I need your contact information before I go."
Isabella: "Certo. Prenda questo foglio con il mio numero americano. Chiami sempre al telefono fisso, non al mio cellulare, perché spesso perde la connessione nella valle."
Hunter: "Got it. I’ll keep a close watch on your logs. Thank you for your cooperation, Miss..."
Isabella: "Isabella. E mi faccia sapere se trova quel veicolo dalle luci strane. Non è stato un incidente naturale."
Hunter: "Noted. Anything with unusual lighting gets flagged immediately. I have to move—(phone rings) Hunter Miller. (...pause)... Yes, I’m pulling the coordinates now. (...pause)... Copy that. Headed out."
Hunter: "Stay put. Lock your door, review your shots, and don’t approach the tree line. I’ll reach out as soon as I pull the files. Thanks for your time, Isabella."
Isabella: "Lo farò. La prego di fare attenzione là fuori. Buona fortuna."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Per favore, non me lo ricordi... ho visto tutto ciò che è accaduto là fuori. Ho sentito il silenzio dopo le urla."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8201438848920863
ca	0.5470485096434834
es	0.49805699481865284
fr	0.4901315789473684
no	0.4384057971014493
pt	0.43718228031953515
sl	0.3978243978243978
yo	0.38492063492063494
fi	0.3426632739609839
en	0.34154630416312654
ro	0.30493273542600896
sq	0.2837338262476894
ms	0.25552353506243997
sk	0.251207729468599
et	0.2504835589941973
vi	0.24242424242424243
da	0.23870333988212183
nl	0.23645320197044337
lt	0.20998980632008157
az	0.18677859391395593
eu	0.18076109936575055
hr	0.17465388711395102
de	0.16845493562231761
sv	0.16756176154672395
tr	0.1594360086767896
tl	0.14835164835164832
cs	0.1203178206583428
hu	0.11225658648339061
is	0.08500590318772137
lv	0.08500590318772137

reliable

true

passes

true

name

"Hunter"

dialogue

"Miss. I’m Detective Hunter. I need to ask you about the reports from last night near the north orchards. Did you see anyone suspicious?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8120300751879699
tl	0.7031886024423338
fr	0.46351931330472107
no	0.45550715619166154
da	0.42091330244870945
ro	0.39066852367688026
ca	0.37810945273631835
sv	0.36317321688500726
pt	0.3537666174298375
cs	0.34358589647411847
et	0.33912386706948644
es	0.32327919566898683
yo	0.31640625
de	0.3110236220472441
sq	0.2937853107344633
it	0.28629690048939643
hr	0.2690058479532163
nl	0.2591024555461473
pl	0.2297535211267606
lv	0.22839506172839508
sl	0.22014260249554365
ms	0.19280442804428044
sk	0.18906394810009267
lt	0.1602687140115163
hu	0.15048543689320387
tr	0.12848605577689243
be	0.07407407407407407
az	0.06716417910447761
is	0.06716417910447761
uk	0.06716417910447761
vi	0.06716417910447761

reliable

true

passes

true

name

"Isabella"

dialogue

"Vede le foto, signore? Non sono mai stata così terrorizzata. Qualcosa di enorme si è mosso tra gli alberi della mela. Non ho parole per descriverlo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8087329725695093
ca	0.5790554414784395
fr	0.5353581142339076
es	0.49877750611246946
ro	0.4846656611362493
nl	0.4705578512396694
pt	0.45478723404255317
en	0.4212309429700734
no	0.41562143671607754
sq	0.40579710144927533
yo	0.3605739238927012
cs	0.35534591194968557
sv	0.3450479233226837
sk	0.32918848167539266
sl	0.29938482570061514
de	0.2940771349862259
da	0.2916378714581893
et	0.2862116991643454
lt	0.2620590352771779
hr	0.2512783053323594
ms	0.2501828822238478
vi	0.24186390532544377
tl	0.23507462686567165
fi	0.20233463035019456
hu	0.19544740973312402
pl	0.15289256198347106
az	0.10947002606429192
lv	0.10947002606429192
eu	0.07823741007194246
tr	0.0544280442804428

reliable

true

passes

true

name

"Hunter"

dialogue

"Large animal? Or a person? I need specifics. Coordinates, descriptions, faces. My investigation depends on facts, not fear."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7907699665231946
fr	0.7020769492679605
ca	0.6460355987055015
tl	0.6298646362098139
es	0.5860927152317881
pt	0.5813397129186603
ro	0.573170731707317
it	0.5508213552361396
hr	0.5293168370091447
da	0.4769874476987448
de	0.46220036877688997
cs	0.45037688442211055
sq	0.44933920704845814
et	0.4469026548672566
sv	0.43107932379713915
no	0.41744340878828234
sk	0.41588785046728977
pl	0.40958164642375167
nl	0.38768369489153254
az	0.3430930930930931
yo	0.3371212121212121
lt	0.32588597842835126
fi	0.3206521739130435
tr	0.29321486268174474
lv	0.2903487429034874
hu	0.28513071895424835
sl	0.2774566473988439
is	0.2768595041322314
ms	0.24045138888888892
vi	0.13194444444444445
hi	0.08759124087591241
zh	0.08088235294117647
be	0.07407407407407407
eu	0.07407407407407407
uk	0.06716417910447761

reliable

true

passes

true

name

"Isabella"

dialogue

"Io ho solo il mio rullino. Ma le ombre erano lunghe e dritte, come uomini che camminavano senza volto. Ho scattato decine di immagini prima di correre via."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8081283795569509
ca	0.5173321632294866
es	0.4905048633626679
ro	0.47267497603068076
tl	0.4594594594594595
fr	0.4419076610857433
pt	0.42678478374153206
en	0.40054495912806537
da	0.35103244837758113
ms	0.3436754176610978
hr	0.342498505678422
sl	0.342498505678422
de	0.33894230769230765
no	0.3296770262035344
et	0.3163455562461156
lt	0.311639549436796
sq	0.2916934964584675
tr	0.28848641655886154
yo	0.28848641655886154
nl	0.28756476683937826
hu	0.24398625429553264
az	0.22151450813871199
sv	0.20289855072463767
pl	0.1905813097866078
sk	0.1887905604719764
cs	0.1716867469879518
vi	0.1372549019607843
is	0.12210694333599362
eu	0.11218724778046812
fi	0.05417024935511608
lv	0.05417024935511608

reliable

true

passes

true

name

"Hunter"

dialogue

"Did you catch any plates? Any uniforms? You’re telling me strangers were walking near the festival grounds?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8060978871355978
fr	0.6122994652406418
tl	0.6081081081081081
no	0.5632530120481928
nl	0.5527452190006169
de	0.5117845117845118
sv	0.5111260957518543
da	0.4787922358015816
ca	0.45976154992548435
ms	0.4366744366744367
pt	0.4366744366744367
sq	0.4264240506329114
et	0.41907051282051283
it	0.4120032441200324
es	0.4003308519437552
sl	0.3679163034001744
cs	0.36681222707423583
hr	0.32745825602968465
ro	0.3160377358490566
pl	0.3062200956937799
sk	0.2814667988107037
lt	0.2579324462640737
lv	0.21281216069489683
tr	0.20154185022026433
yo	0.19712070874861573
az	0.19623059866962306
fi	0.15990730011587484
is	0.15990730011587484
hu	0.0845959595959596

reliable

true

passes

true

name

"Isabella"

dialogue

"Nessuna targa. Solo odore di fumo e il rumore di stivali pesanti sulla ghiaia. Mi hanno guardata da dietro le foglie. Io ho chiuso il mirino e sono scappata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7677182368193605
ro	0.45208970438328233
es	0.4481519507186858
pt	0.3933408577878104
sl	0.37897169266320047
sq	0.35396634615384615
fr	0.3384615384615385
yo	0.33063511830635123
ca	0.320480404551201
hr	0.31918936035465484
et	0.30510665804783454
ms	0.30465717981888746
tr	0.30465717981888746
tl	0.29830287206266315
cs	0.29322813938198555
az	0.2885506287227002
hu	0.2636986301369863
sk	0.2606602475928473
no	0.2375886524822695
en	0.22939068100358423
lt	0.22214182344428368
da	0.21761280931586607
fi	0.1874527588813303
eu	0.1831306990881459
de	0.1724403387220939
pl	0.17180277349768877
is	0.16602017067494182
sv	0.16342412451361868
vi	0.12955465587044535
lv	0.11376751854905194
nl	0.05536028119507908

reliable

true

passes

true

name

"Hunter"

dialogue

"Heavy boots. Orchard proximity. Noted. Keep reviewing those shots. Cross-reference the timestamps with the missing persons’ last seen locations."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7607655502392344
fr	0.5885664789952361
tl	0.5836985100788782
nl	0.5082815734989649
ca	0.45652173913043476
no	0.4444444444444444
sq	0.38271604938271603
sv	0.3823146944083225
it	0.38191281717631753
da	0.3683510638297872
de	0.3581081081081081
pt	0.3581081081081081
es	0.3300423131170663
ro	0.3004418262150221
lv	0.28945400149588635
ms	0.2714723926380368
cs	0.2578125
hr	0.2513790386130812
et	0.23076923076923078
sl	0.22003284072249588
tr	0.21810699588477367
yo	0.2096505823627288
az	0.20435510887772196
is	0.18454935622317598
pl	0.16885389326334208
sk	0.1615180935569285
fi	0.1324200913242009
lt	0.12764003673094582
hu	0.06219151036525173

reliable

true

passes

true

name

"Isabella"

dialogue

"Farò quello che posso. Ma lei non deve avvicinarsi al bosco di notte. La nebbia qui nasconde verità peggiori delle sparizioni."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8197685448681464
fr	0.5189873417721519
ro	0.45899772209567197
pt	0.45776255707762553
ca	0.42002442002442
es	0.3745885450954575
tl	0.3524199045671438
ms	0.3090909090909091
no	0.3055555555555556
nl	0.2803030303030303
da	0.26810477657935283
sq	0.2669753086419753
is	0.26127527216174184
en	0.25954793452844893
lt	0.258391881342701
yo	0.24121405750798725
sv	0.24000000000000002
et	0.23939151321056848
vi	0.2142266335814723
de	0.2122719734660033
fi	0.18244406196213425
eu	0.1615180935569285
sk	0.1410488245931284
az	0.1171003717472119
tr	0.11380597014925374
pl	0.10122989593188268
hu	0.07945736434108527
hr	0.07587548638132297
cs	0.06862745098039216
lv	0.06862745098039216
sl	0.06862745098039216

reliable

true

passes

true

name

"Hunter"

dialogue

"I’ve operated in worse terrain. But I’ll advise caution. Listen, I need your contact information before I go."

detectedLang

"en"

heavyLang

"en"

scores

en	0.791846109675567
tl	0.6245468669083377
sv	0.5868945868945868
nl	0.5859508852084523
fr	0.5816503173687247
da	0.5725235849056604
de	0.5530209617755857
it	0.5361484325015995
ro	0.5094722598105548
no	0.504442925495557
pl	0.47804175665946724
es	0.46691176470588236
et	0.46256486286137877
ca	0.4304791830322074
sq	0.4223107569721115
pt	0.4071954210956664
yo	0.36846689895470386
hr	0.36514886164623467
sl	0.358974358974359
az	0.35267857142857145
cs	0.34150772025431425
eu	0.3397085610200365
ms	0.33425160697887973
lv	0.32808155699721964
hu	0.3249534450651769
sk	0.31474480151228734
fi	0.31214421252371916
lt	0.27644710578842313
tr	0.2684157416750757
is	0.15501165501165504
hi	0.12439613526570048
zh	0.09600997506234414
be	0.0880503144654088
uk	0.0799492385786802
vi	0.0799492385786802

reliable

true

passes

true

name

"Isabella"

dialogue

"Certo. Prenda questo foglio con il mio numero americano. Chiami sempre al telefono fisso, non al mio cellulare, perché spesso perde la connessione nella valle."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7977346278317152
es	0.6545901136014738
pt	0.612603305785124
ca	0.5986443096682127
fr	0.5786516853932584
ro	0.5406288280930992
en	0.49866310160427807
tl	0.460431654676259
sq	0.4588744588744588
no	0.3732590529247911
ms	0.37255995538204123
da	0.3669105233539674
fi	0.3556701030927836
nl	0.3409490333919156
de	0.330755502676978
lt	0.3283582089552239
tr	0.3263473053892215
sv	0.32228915662650603
et	0.3218806509945751
sl	0.3210621605310803
sk	0.3131868131868132
hu	0.3051266213712168
hr	0.2857142857142857
pl	0.2608409986859396
az	0.24849699398797598
cs	0.24445936870382806
eu	0.18359941944847605
yo	0.1818181818181818
lv	0.17823228634039445
vi	0.16044776119402984
is	0.11626080125687353
zh	0.06328059950041631

reliable

true

passes

true

name

"Hunter"

dialogue

"Got it. I’ll keep a close watch on your logs. Thank you for your cooperation, Miss..."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8167277574141952
tl	0.6842709529276693
fr	0.548440065681445
de	0.4845360824742268
da	0.4786729857819905
yo	0.44500504540867813
sv	0.4335736354273944
ca	0.40347071583514105
no	0.3982494529540482
pt	0.39759036144578314
it	0.3799323562570462
fi	0.34911242603550297
sq	0.3460166468489893
nl	0.34523809523809523
cs	0.3413173652694611
ro	0.3341404358353511
es	0.3251533742331288
hr	0.32014833127317677
zh	0.29577464788732394
et	0.28292046936114734
lt	0.28292046936114734
lv	0.28104575163398693
vi	0.28104575163398693
sk	0.271523178807947
ms	0.26666666666666666
pl	0.2557510148849797
hu	0.22096317280453256
sl	0.21316165951359084
tr	0.2109038737446198
hi	0.13249211356466878
is	0.12
az	0.11290322580645161
eu	0.11290322580645161

reliable

true

passes

true

name

"Isabella"

dialogue

"Isabella. E mi faccia sapere se trova quel veicolo dalle luci strane. Non è stato un incidente naturale."

detectedLang

"it"

heavyLang

"it"

scores

it	0.800822410691339
ro	0.6206558981889378
fr	0.6071971616827166
es	0.5692051139521956
sq	0.5551090700344432
ca	0.5257037943696451
pt	0.49113591595535133
no	0.4901315789473684
hr	0.4867549668874172
sl	0.4829886591060707
yo	0.4759972954699121
da	0.4553759662684469
et	0.448005698005698
tl	0.44204463642908565
nl	0.42804428044280446
de	0.4186046511627907
en	0.4088482074752097
cs	0.39167974882260603
lv	0.3839427662957075
sv	0.37449556093623887
sk	0.367862969004894
fi	0.3437764606265877
pl	0.31718061674008813
lt	0.31476569407603894
tr	0.251207729468599
az	0.2475728155339806
eu	0.22731804586241278
hu	0.17289220917822837
is	0.1474147414741474
ms	0.13600891861761427

reliable

true

passes

true

name

"Hunter"

dialogue

"Noted. Anything with unusual lighting gets flagged immediately. I have to move— Hunter Miller. ... Yes, I’m pulling the coordinates now. ... Copy that. Headed out."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8016622591613147
tl	0.570727718724448
no	0.4694290045477514
da	0.4534096824570536
ca	0.41731409544950054
de	0.39999999999999997
fr	0.3993135011441648
it	0.3986254295532647
sv	0.38846825859056494
ms	0.38089622641509435
nl	0.3790656416321704
hr	0.35858277336591327
es	0.3110236220472441
pt	0.30509596293845137
et	0.29953302201467646
ro	0.29718875502008035
yo	0.2768595041322314
sq	0.26108374384236455
tr	0.2595204513399154
sk	0.2532005689900427
cs	0.2391304347826087
az	0.23525127458120904
lv	0.21875
pl	0.19908466819221968
sl	0.19478527607361962
is	0.17711598746081506
lt	0.1372226787181594
hu	0.12935323383084577
fi	0.12718204488778054
be	0.0625
uk	0.05660377358490566
vi	0.05660377358490566

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay put. Lock your door, review your shots, and don’t approach the tree line. I’ll reach out as soon as I pull the files. Thanks for your time, Isabella."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7897687456201822
tl	0.6407185628742514
nl	0.39999999999999997
da	0.36930623686054664
no	0.34450109249817923
sq	0.3387215282880235
it	0.3283582089552239
hr	0.31662870159453305
ca	0.3023255813953488
pt	0.30124223602484473
yo	0.29797191887675506
ms	0.2868462757527734
fr	0.2736077481840194
es	0.2724333063864187
sv	0.2604765817584223
ro	0.2153443766346992
vi	0.18772563176895307
cs	0.16897506925207756
hu	0.14285714285714285
et	0.1395793499043977
lv	0.1346153846153846
fi	0.1270611057225994
pl	0.12280701754385964
ja	0.09999999999999999
de	0.0778688524590164
sk	0.07407407407407407
be	0.07216494845360825
tr	0.07216494845360825
sl	0.07120743034055728
az	0.06542056074766354
is	0.06542056074766354
lt	0.06542056074766354
uk	0.06542056074766354

reliable

true

passes

true

name

"Isabella"

dialogue

"Lo farò. La prego di fare attenzione là fuori. Buona fortuna."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8048568950563747
ca	0.5297805642633229
es	0.5103373231773667
fr	0.5005549389567148
yo	0.4994438264738598
vi	0.48805460750853247
no	0.4809688581314879
pt	0.44029850746268656
sq	0.4230769230769231
ro	0.4155844155844156
tl	0.4155844155844156
pl	0.3273542600896861
fi	0.293563579277865
en	0.2706645056726094
sl	0.2694805194805195
ms	0.267100977198697
hr	0.26229508196721313
de	0.2524916943521595
da	0.19210053859964096
sv	0.18032786885245902
et	0.14611005692599618
is	0.14611005692599618
lv	0.14448669201520914

reliable

true

passes

true