Run: 2026-05-01-01KQHQP2FAF0F7DRCR2JNCEG96

Run Details

Model:: Grok 4.20 (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 46.0s
Cost:: $0.010308
Provider:: xAI

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**

In the cozy corner of a small cafe in Alborn, MN, Isabella sat near the window, her camera resting on the table as she scrolled through peaceful shots of apple orchards and rolling autumn hills. The annual festival was approaching, yet an uneasy atmosphere had settled over the town. 

Hunter strode in, his former Marine posture rigid, and approached her table directly.

**Voice Sheet**

Hunter: "Excuse me, ma'am. Detective Hunter. I'm investigating the disappearance at yesterday's town event near the square. Did you see anything unusual?"

Isabella: "Mi dispiace tanto, non parlo inglese... Ho visto una cosa orribile! Un uomo era lì tra gli alberi di mele, poi c'è stata una strana nebbia e... è sparito! Sono ancora così scossa, non riesco a dormire."

Hunter: "I... don't understand a word. Italian? You speak Italian? Look, this is important. Three people have vanished. I need to know if you witnessed anything at the festival."

Isabella: "Non capisco cosa sta dicendo... Ero lì con la mia macchina fotografica per fare foto al paesaggio, ma ora ho paura. Era come se la terra lo avesse inghiottito. Cosa sta succedendo in questa città?"

Hunter: "Slower? English? Do you speak any English at all? The apple festival... disappearances... you... see... anything?" 

Isabella: "Ho provato a fotografare la nebbia, forse c'è qualcosa nelle immagini, ma non ho il coraggio di riguardarle. Sono sola qui, non conosco nessuno e sono molto preoccupata."

Hunter: "Camera? Did you say camera? Photos? If you have pictures from the event, that could be evidence. I'm not getting anywhere with this language barrier."

Isabella: "Per favore, mi aiuti... Non so di chi fidarmi. Questo posto sembrava così tranquillo, ma ora è tutto sbagliato."

Hunter: "Frustrating. You seem genuinely upset, but I can't understand you. If I could just—"

Hunter: "Hold on, that's my phone. It's the station with new information on the case. I have to take this and go. We'll... figure this out later somehow. Stay safe."

**End Scene**

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, ma'am. Detective Hunter. I'm investigating the disappearance at yesterday's town event near the square. Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7639796659404502
tl	0.5859872611464968
it	0.49481865284974086
fr	0.4908616187989556
nl	0.4895287958115183
pt	0.4645799011532125
no	0.459234608985025
ro	0.45101351351351354
da	0.40980629539951574
sq	0.401840490797546
es	0.3985194324491055
ms	0.3917654398003743
de	0.34343434343434337
et	0.3385345997286296
sv	0.33264887063655035
ca	0.3219749652294854
sl	0.29245283018867924
cs	0.26248108925869895
hr	0.25287356321839083
sk	0.1680887372013652
yo	0.14548641542506574
is	0.12398921832884095
fi	0.12082957619477006
lt	0.11444141689373298
az	0.10795974382433668
lv	0.06698564593301436
tr	0.05705996131528047

reliable

true

passes

true

name

"Isabella"

dialogue

"Mi dispiace tanto, non parlo inglese... Ho visto una cosa orribile! Un uomo era lì tra gli alberi di mele, poi c'è stata una strana nebbia e... è sparito! Sono ancora così scossa, non riesco a dormire."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8019135894752579
es	0.5904173106646059
pt	0.525089605734767
ca	0.5233812949640289
ro	0.5130466740169055
fr	0.42164993452640764
en	0.40315315315315314
yo	0.39909297052154197
sk	0.39248051352590557
tl	0.369047619047619
cs	0.3567961165048544
de	0.35334309419228893
ms	0.351126346718903
hr	0.3488943488943489
sl	0.345679012345679
lv	0.3256997455470738
no	0.3170103092783505
lt	0.30737062205959226
da	0.2981991525423729
sq	0.29068522483940046
et	0.2880171950564213
hu	0.2630700778642936
pl	0.2630700778642936
tr	0.25894854586129756
nl	0.23938002296211253
sv	0.23631123919308356
az	0.22830518345952241
is	0.21318289786223277
fi	0.2075358851674641
vi	0.18761496014714898
eu	0.15605095541401276

reliable

true

passes

true

name

"Hunter"

dialogue

"I... don't understand a word. Italian? You speak Italian? Look, this is important. Three people have vanished. I need to know if you witnessed anything at the festival."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8193392980041294
tl	0.62486602357985
da	0.5882352941176471
no	0.5450606585788562
ro	0.44649446494464945
sv	0.44267515923566875
fr	0.4366952789699571
nl	0.43548387096774194
it	0.4312026002166848
ca	0.42560175054704596
cs	0.42497261774370204
sq	0.4094488188976378
yo	0.37869822485207094
hr	0.3738819320214669
pt	0.36247723132969034
es	0.3538461538461538
ms	0.3429286608260325
sk	0.3400377121307354
lt	0.3264913406029506
pl	0.325626204238921
sl	0.308300395256917
hu	0.29718875502008035
de	0.2723492723492723
et	0.2693110647181628
fi	0.2483894058697209
lv	0.2324561403508772
az	0.22794117647058826
is	0.22451994091580502
tr	0.21407185628742514
vi	0.11242603550295857
be	0.0625
eu	0.0625
uk	0.05660377358490566

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco cosa sta dicendo... Ero lì con la mia macchina fotografica per fare foto al paesaggio, ma ora ho paura. Era come se la terra lo avesse inghiottito. Cosa sta succedendo in questa città?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8080172016587314
es	0.6094970321774446
ca	0.5870498843739677
ro	0.5576786978060864
pt	0.541452677916361
en	0.4653550042771599
fr	0.4359205776173285
no	0.4056110318592486
nl	0.4030563514804203
de	0.36580416032470825
sq	0.3596311475409836
sl	0.35798664612223935
yo	0.3556701030927836
sv	0.35199585277345774
tl	0.33190807055050775
da	0.3235930735930736
ms	0.3206521739130435
pl	0.299719887955182
sk	0.2745211839814278
et	0.26556991774383076
cs	0.258160237388724
hr	0.24562462281231143
vi	0.2350061199510404
eu	0.22839506172839508
lt	0.19820397690827452
az	0.18513689700130379
fi	0.17437252311756934
lv	0.1699867197875166
tr	0.14030261348005504
is	0.11971830985915494
hu	0.1039426523297491

reliable

true

passes

true

name

"Hunter"

dialogue

"Slower? English? Do you speak any English at all? The apple festival... disappearances... you... see... anything?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.802910855063675
tl	0.6014714898835071
fr	0.5313626532083634
no	0.48
pt	0.44349315068493156
da	0.4406196213425129
ms	0.43722943722943725
sq	0.4333042720139495
ca	0.4298245614035088
nl	0.4080145719489982
it	0.4036697247706422
es	0.39478584729981375
sv	0.3890977443609023
cs	0.37977099236641226
hr	0.37679769894535
et	0.36893203883495146
de	0.3602362204724409
sl	0.3207941483803553
sk	0.2777777777777778
pl	0.24065420560747666
ro	0.2261904761904762
yo	0.2215568862275449
lv	0.17407878017789072
lt	0.16237113402061853
az	0.15364583333333331
vi	0.14586070959264125
hu	0.09344490934449094
fi	0.08835904628330996

reliable

true

passes

true

name

"Isabella"

dialogue

"Ho provato a fotografare la nebbia, forse c'è qualcosa nelle immagini, ma non ho il coraggio di riguardarle. Sono sola qui, non conosco nessuno e sono molto preoccupata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8162052244642579
fr	0.5174537987679672
ca	0.4917820069204153
es	0.4493908153701968
ro	0.4331886155330439
pt	0.42458374142997063
no	0.3841719077568134
tl	0.3776483050847458
en	0.36793975255513717
sl	0.34467373117679867
de	0.33728144388042863
sq	0.32548794489092997
da	0.3156668608037274
yo	0.31286549707602335
sk	0.3034973325429757
pl	0.3022565320665083
lt	0.2878787878787879
et	0.28527980535279807
hr	0.2817848410757946
cs	0.2764778325123153
tr	0.2710918114143921
ms	0.2669993761696819
sv	0.25491439441978436
nl	0.25349428208386277
is	0.21926910299003322
vi	0.21875
hu	0.21140939597315436
az	0.20715249662618085
lv	0.17832167832167833
fi	0.17253521126760563
eu	0.11786786786786788

reliable

true

passes

true

name

"Hunter"

dialogue

"Camera? Did you say camera? Photos? If you have pictures from the event, that could be evidence. I'm not getting anywhere with this language barrier."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8190885976921572
tl	0.6385306760453302
fr	0.5591039084842707
ro	0.4387135922330097
nl	0.41120305537873963
de	0.395029431000654
ca	0.3878226340172072
no	0.37836021505376344
it	0.3771043771043771
sv	0.37542201215395005
da	0.3703199455411845
pt	0.3677375256322625
es	0.3508771929824561
yo	0.3112434847356664
ms	0.30503380916604056
lv	0.2430441898527005
lt	0.21610169491525424
cs	0.2018981880931838
sq	0.19425087108013936
eu	0.1613780598368087
et	0.15985467756584923
is	0.14667896678966788
tr	0.13551401869158877
hu	0.11228406909788868
hi	0.07684630738522955
sl	0.075
sk	0.07221664994984955
hr	0.06754032258064516

reliable

true

passes

true

name

"Isabella"

dialogue

"Per favore, mi aiuti... Non so di chi fidarmi. Questo posto sembrava così tranquillo, ma ora è tutto sbagliato."

detectedLang

"it"

heavyLang

"it"

scores

it	0.809023633325376
fr	0.5151515151515151
ca	0.5130858186244674
sl	0.5
es	0.4861913937058446
sk	0.45652173913043476
tl	0.44598337950138506
pt	0.4421199442119944
hr	0.43899018232819076
en	0.4306049822064057
yo	0.41262848751835535
vi	0.38223938223938225
ro	0.3803253292021689
lt	0.375487900078064
cs	0.3640699523052464
ms	0.3254637436762226
no	0.30735930735930733
sq	0.30735930735930733
pl	0.29328621908127206
de	0.2907801418439716
et	0.2863514719000892
nl	0.25788497217068646
sv	0.25512104283054005
tr	0.19839679358717435
az	0.19678714859437751
da	0.1927346115035318
hu	0.17269906928645296
eu	0.16142557651991615
fi	0.14621131270010673
lv	0.07727797001153403

reliable

true

passes

true

name

"Hunter"

dialogue

"Frustrating. You seem genuinely upset, but I can't understand you. If I could just—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7681281618887015
sv	0.5564516129032259
tl	0.5192307692307693
no	0.5171202809482002
da	0.47569113441372735
de	0.43298969072164945
ro	0.41113490364025695
fr	0.4008714596949891
nl	0.3840985442329227
cs	0.375
ca	0.3357487922705314
is	0.33008526187576126
hr	0.32844932844932845
pl	0.3268053855569155
it	0.311639549436796
sk	0.289405684754522
lt	0.2744063324538259
sq	0.2637215528781794
eu	0.2403314917127072
et	0.23076923076923078
pt	0.20174165457184323
lv	0.1863905325443787
az	0.18154761904761904
fi	0.16030534351145037
ms	0.1419656786271451
yo	0.13657770800627944
es	0.11575562700964631
be	0.11290322580645161
tr	0.11290322580645161
hu	0.1085899513776337
uk	0.10277324632952692
vi	0.10277324632952692
sl	0.09688013136288999

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold on, that's my phone. It's the station with new information on the case. I have to take this and go. We'll... figure this out later somehow. Stay safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8121108009448141
tl	0.6559182068423123
da	0.5984396512161542
fr	0.5387453874538745
yo	0.5011402508551881
no	0.4942196531791907
pl	0.4900932400932401
de	0.47667464114832536
nl	0.47384245339747444
sv	0.471937235968618
sq	0.4496855345911949
cs	0.4314489928525016
sk	0.41549766199064797
hr	0.40878378378378377
ro	0.40435670524166095
it	0.39151599443671764
ca	0.34505988023952094
sl	0.3401206636500754
et	0.3126472898664572
lv	0.308300395256917
lt	0.307753164556962
pt	0.3027888446215139
ms	0.27805280528052806
es	0.25658453695836875
az	0.22360248447204967
fi	0.20957542908762422
tr	0.18528864059590316
vi	0.1830065359477124
hi	0.15458937198067632
eu	0.13280475718533202
hu	0.12935323383084577
zh	0.08088235294117647
be	0.07407407407407407
is	0.06716417910447761
uk	0.06716417910447761

reliable

true

passes

true