Run: 2026-02-20-01KHYA6A363F8AKDKV13KZPP2M

Run Details

Model:: ByteDance Seed 1.6
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 46.5s
Cost:: $0.004022
Provider:: Seed

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

### Voice Sheet: Cafe Scene (Alborn, MN)
Isabella: (softly muttering to herself, thumbing through camera landscape shots of apple orchards)
Hunter: (leaning against her table, no-nonsense marine edge to his tone) Excuse me. Detective Hunter—investigating the disappearance of Lila Carter. She was last seen at the Golden Spur Orchard three nights ago at dusk. You’ve got a camera—were you there taking shots then? Did you see anything out of the ordinary?
Isabella: (jumping sharply, eyes widening with sudden distress, speaking rapidly and shakily in Italian) Sono stata lì! A tramonto, stavo fotografando i melograni dal sole cadente… e ho visto un furgone nero con le finestre oscurate! Qualcuno ha trascinato una ragazza dentro, lei urlava! Mi sono nascosta tra i cespugli perché avevo paura, non sapevo chi chiamare… adesso capisco che quella ragazza era lei! (I was there! At dusk, I was photographing the apple trees lit by the setting sun… and I saw a black van with tinted windows! Someone dragged a girl inside, she was screaming! I hid in the bushes because I was scared, I didn’t know who to call… now I realize that girl was her!)
Hunter: (frowning deeply, leaning in to try and parse her panic) Wait, hold on—you were there? Did you see a vehicle? I need you to slow down, use simple words if you can.
Isabella: (voice cracking, gesturing wildly at her camera) Guarda le foto! Ho catturato un pezzo del furgone, ma non ho potuto fare di più senza essere vista! Perché non capisci?! (Look at the photos! I captured a piece of the van, but I couldn’t do more without being seen! Why don’t you understand?!)
Hunter: (frustrated, running a hand through his hair) I don’t speak Italian—can you point to something? A direction? A color?
Isabella: (slamming her camera down gently, tears pricking her eyes) È inutile! Ero sola, non sapevo cosa fare… adesso ho paura che mi cercino anche loro! (It’s useless! I was alone, I didn’t know what to do… now I’m scared they’ll come looking for me too!)
Hunter: (his phone buzzing loudly in his pocket, he fumbles for it, scowling at the screen) Dammit—this is a lead on the other disappearances. (glancing at her, urgent) I have to go, but I’ll be back with someone who can understand you. Don’t leave town.
Isabella: (whispering, trembling as she grips her camera strap) Per favore… aiuta quella ragazza. Se puoi. (Please… help that girl. If you can.)
Hunter: (already stepping away, holding the phone to his ear) Yeah, I’m on my way—(cuts off mid-sentence as he exits the cafe)

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me. Detective Hunter—investigating the disappearance of Lila Carter. She was last seen at the Golden Spur Orchard three nights ago at dusk. You’ve got a camera—were you there taking shots then? Did you see anything out of the ordinary?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7861183938181316
tl	0.6240601503759399
nl	0.4993540051679586
fr	0.4759972954699121
de	0.46881425633995893
no	0.4482022071911712
ro	0.44224541201871176
it	0.4388124547429399
pt	0.3871095294582839
sv	0.36292642827784627
sq	0.36108821104699096
es	0.3602971522905489
da	0.35497295047856847
ca	0.3339063171465406
ms	0.3067978533094812
sl	0.2935278030993619
et	0.28074245939675174
cs	0.2604961832061069
hr	0.2519305019305019
yo	0.23832923832923833
is	0.22110552763819097
sk	0.20431211498973306
tr	0.16080129940443963
fi	0.15161466885604816
lt	0.1506849315068493
pl	0.11981828506530381
az	0.10817031070195628
hu	0.0914419695193435
eu	0.08823529411764706
lv	0.08284023668639054
vi	0.04320987654320988

reliable

true

passes

true

name

"Isabella"

dialogue

"Sono stata lì! A tramonto, stavo fotografando i melograni dal sole cadente… e ho visto un furgone nero con le finestre oscurate! Qualcuno ha trascinato una ragazza dentro, lei urlava! Mi sono nascosta tra i cespugli perché avevo paura, non sapevo chi chiamare… adesso capisco che quella ragazza era lei!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7911079017949247
es	0.594188376753507
pt	0.5502998001332444
ro	0.5310328855951829
ca	0.5246478873239436
fr	0.4692005242463958
sk	0.40685413005272403
hr	0.3947997609085475
no	0.3889559444779722
sl	0.3780712530712531
cs	0.3669896842763363
tl	0.352
en	0.34124918672739096
sq	0.3365006553079948
yo	0.2956521739130435
sv	0.2902208201892744
de	0.2899719495091164
pl	0.2824238128986534
da	0.2778174037089871
lt	0.2741935483870968
lv	0.2555147058823529
hu	0.25331858407079644
ms	0.23295454545454544
tr	0.21052631578947367
vi	0.20929324482623973
et	0.20743639921722112
nl	0.19547079856972585
fi	0.17949756888168558
eu	0.17211774325429272
az	0.1357234314980794
is	0.12033014769765421
be	0.03341288782816229
uk	0.030172413793103446

reliable

true

passes

true

name

"Hunter"

dialogue

"Wait, hold on—you were there? Did you see a vehicle? I need you to slow down, use simple words if you can."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8245614035087719
ca	0.5921142080217539
tl	0.5057660626029654
et	0.49537426408746843
fr	0.4845360824742268
cs	0.46476360392506694
hr	0.46428571428571425
da	0.45054945054945056
ro	0.4307400379506641
pl	0.42857142857142855
yo	0.4106090373280943
sk	0.40535183349851334
sq	0.3677555321390938
de	0.3610223642172524
no	0.35064935064935066
sv	0.3340732519422864
es	0.3174061433447099
nl	0.3174061433447099
sl	0.3150684931506849
lv	0.2982456140350877
lt	0.29328621908127206
it	0.2857142857142857
tr	0.27184466019417475
hu	0.2709599027946537
fi	0.26199261992619927
pt	0.26108374384236455
az	0.25925925925925924
is	0.18699186991869918
ms	0.1836734693877551
vi	0.18144611186903137
hi	0.12280701754385964
be	0.1044776119402985
eu	0.1044776119402985
uk	0.09502262443438914

reliable

true

passes

true

name

"Isabella"

dialogue

"Guarda le foto! Ho catturato un pezzo del furgone, ma non ho potuto fare di più senza essere vista! Perché non capisci?!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.81000245158127
es	0.6146195922426653
ca	0.6136590229312063
pt	0.5443856554967665
fr	0.5201238390092879
ro	0.4812583668005355
tl	0.45879888268156427
yo	0.41816816816816815
no	0.4133232399697199
en	0.386381631037213
sk	0.356312292358804
lv	0.3201754385964912
sl	0.3165784832451499
sq	0.3067978533094812
hu	0.2999096657633243
da	0.29800724637681164
ms	0.2896425297891842
cs	0.28307123034227566
eu	0.25766283524904215
de	0.23945044160942097
pl	0.23115079365079366
et	0.2226680040120361
hr	0.20918367346938777
lt	0.2051282051282051
vi	0.1842105263157895
sv	0.18076109936575055
is	0.14835164835164832
tr	0.13504464285714288
fi	0.1282339707536558
az	0.12429378531073447
nl	0.07517899761336516

reliable

true

passes

true

name

"Hunter"

dialogue

"I don’t speak Italian—can you point to something? A direction? A color?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8165618448637317
tl	0.7065399664617105
fr	0.6019711902956786
da	0.5742092457420924
ca	0.5625
ro	0.5430809399477807
es	0.5366284201235658
pt	0.5075046904315197
no	0.5009505703422054
sv	0.4942196531791907
yo	0.49078564500484967
cs	0.4902912621359223
it	0.48579823702252695
hr	0.48224852071005914
pl	0.4659206510681587
sq	0.4397011739594451
lt	0.4211686879823594
nl	0.4081172491544532
ms	0.39999999999999997
sl	0.3986254295532647
tr	0.39724454649827784
sk	0.38882421420256114
az	0.38452520515826494
lv	0.38016528925619836
de	0.37425506555423127
fi	0.34701492537313433
hu	0.2981283422459893
et	0.2647058823529412
eu	0.2391304347826087
is	0.2081447963800905
vi	0.20212765957446807
zh	0.12790697674418602
be	0.11764705882352942
uk	0.10714285714285714

reliable

true

passes

true

name

"Isabella"

dialogue

"È inutile! Ero sola, non sapevo cosa fare… adesso ho paura che mi cercino anche loro!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8257839721254355
ca	0.4455645161290322
ro	0.4092373791621912
es	0.394273127753304
fr	0.38820912124582874
pt	0.3834080717488789
yo	0.3806306306306307
sk	0.2597577388963661
no	0.2557510148849797
cs	0.25474254742547425
en	0.23504867872044508
ms	0.15384615384615385
sl	0.14330218068535827
de	0.13793103448275862
eu	0.13657770800627944
et	0.13522012578616352
hu	0.13385826771653545
hr	0.12420382165605094
pl	0.12420382165605094
sq	0.12420382165605094
tr	0.11575562700964631

reliable

true

passes

true

name

"Hunter"

dialogue

"Dammit—this is a lead on the other disappearances. I have to go, but I’ll be back with someone who can understand you. Don’t leave town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8263254113345521
tl	0.6166263115415657
da	0.4917067950775816
yo	0.46689113355780026
no	0.4297719087635054
fr	0.4259818731117825
pl	0.4010088272383354
sv	0.391025641025641
cs	0.3890675241157556
ca	0.38749194068343
nl	0.38551099611901685
sk	0.34392265193370164
hu	0.34210526315789475
hr	0.3238434163701068
pt	0.28517682468021066
lt	0.2753623188405797
lv	0.25723221266614543
it	0.2560689115113547
ms	0.250197316495659
is	0.24242424242424243
ro	0.2418196328810854
es	0.23939151321056848
sq	0.23014586709886548
et	0.22764227642276424
de	0.21487603305785125
tr	0.1908006814310051
fi	0.1831470335339639
sl	0.181739879414298
az	0.1810344827586207
vi	0.12280701754385964
hi	0.08123791102514508
be	0.06862745098039216
eu	0.06862745098039216
uk	0.06219151036525173

reliable

true

passes

true

name

"Isabella"

dialogue

"Per favore… aiuta quella ragazza. Se puoi."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8122866894197952
ca	0.6110325318246109
sq	0.5627980922098569
sv	0.5550161812297735
fr	0.5149911816578483
es	0.5141342756183745
sl	0.4990892531876139
fi	0.4586614173228346
hr	0.4444444444444444
no	0.4444444444444444
ro	0.41113490364025695
pt	0.40987124463519314
de	0.3648960739030023
en	0.3648960739030023
da	0.36342592592592593
nl	0.36194895591647336
cs	0.3309002433090025
lt	0.3002544529262086
yo	0.2801047120418848
et	0.23184357541899442
sk	0.21875

reliable

true

passes

true

name

"Hunter"

dialogue

"Yeah, I’m on my way—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.804177545691906
tl	0.7058823529411765
pl	0.5398773006134969
cs	0.5176848874598071
sk	0.5176848874598071
et	0.506578947368421
fi	0.5
fr	0.42084942084942084
ca	0.39759036144578314
hr	0.3697478991596639
hi	0.358974358974359
yo	0.3333333333333333

reliable

true

passes

true