Run: 2026-09-23-01M36SYKQVBC49PAGDMGQWJAGG

Run Details

Model:: Grok 4.7 (Reasoning, High)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 31.2s
Cost:: $0.010714
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

Isabella: "Mi scusi... non parlo inglese. Ero al festival, ieri sera."
Hunter: "Ma'am? I'm Detective Hunter. I need to ask you about last night. The orchard, behind the festival grounds."

Isabella: "Il frutteto. Sì. C'era una donna con la sciarpa rossa. L'ho fotografata, e poi... non c'era più. La panchina era vuota."
Hunter: "I don't speak Italian. Festival? You're shaking. Did you see something?"

Isabella: "Ho paura. Guardi la macchina. Qui c'è lei, e qui c'è solo l'ombra. Qualcuno era dietro di me. Non so chi."
Hunter: "Photographs. All right. Point to what you want me to see. Slowly."

Isabella: "Questa. E questa. È sparita tra uno scatto e l'altro. Non l'ho immaginato. Sono ancora scossa."
Hunter: "You're upset, I can see that. I need a name, a time—anything. Is there someone here who can translate?"

Isabella: "Nessuno. Sono sola. Studio qui, ma non conosco ancora nessuno. La prego, non se ne vada."
Hunter: "Alone. Okay. Nod if you were there when she vanished."

Isabella: "Sì. Sì, c'ero. E credo che qualcuno mi abbia seguita fino a questo caffè."
Hunter: "That's a yes. Good. We'll sort this out. Just stay—"

Hunter: "That's dispatch. I have to take this. Don't leave the café. Keep that camera with you. I'll be back."
Isabella: "Signore? Le foto... almeno prenda le foto. Non mi lasci qui."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Mi scusi... non parlo inglese. Ero al festival, ieri sera."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7887323943661971
es	0.6397694524495676
fr	0.6002132196162047
ro	0.5833333333333334
ca	0.5689655172413793
nl	0.49664429530201337
hr	0.4769874476987448
sl	0.4769874476987448
en	0.4762569832402235
pt	0.4762569832402235
ms	0.47405329593267886
cs	0.4695898161244696
da	0.4665718349928876
yo	0.460431654676259
sk	0.4186046511627907
et	0.4113029827315541
no	0.3961352657004831
hu	0.3686868686868687
pl	0.3567753001715266
lt	0.33510638297872336
sq	0.33510638297872336
az	0.3339253996447602
eu	0.32795698924731176
tl	0.3231046931407942
sv	0.3206521739130435
de	0.2618110236220473
tr	0.258893280632411
lv	0.2454728370221328
fi	0.14383561643835618

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am? I'm Detective Hunter. I need to ask you about last night. The orchard, behind the festival grounds."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7978631244585619
tl	0.6631376323387872
no	0.5463383020090732
fr	0.527027027027027
da	0.5165745856353591
ca	0.45440374123148874
cs	0.4501178318931658
nl	0.4470774091627172
it	0.4395516413130504
sv	0.4395516413130504
hr	0.42763695829926407
ro	0.4257588187038556
sq	0.41373534338358464
pt	0.38271604938271603
sl	0.38271604938271603
yo	0.3665158371040724
et	0.3642143505903724
de	0.35838680109990834
es	0.34024505183788883
pl	0.31640625
sk	0.3150684931506849
ms	0.3110236220472441
lt	0.2950654582074521
lv	0.26160337552742613
az	0.2054483541430193
eu	0.16765755053507728
hu	0.1606714628297362
tr	0.15560916767189384
be	0.09090909090909091
fi	0.08256880733944955
is	0.08256880733944955
uk	0.08256880733944955
vi	0.08256880733944955

reliable

true

passes

true

name

"Isabella"

dialogue

"Il frutteto. Sì. C'era una donna con la sciarpa rossa. L'ho fotografata, e poi... non c'era più. La panchina era vuota."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7781276839393072
es	0.5438493231312537
ca	0.4887862796833773
ro	0.4857332448573325
fr	0.45917655268667135
pt	0.44043321299638993
sq	0.39688715953307396
fi	0.37297734627831713
en	0.37145174371451745
lt	0.359504132231405
de	0.35791217895608946
sl	0.33016421780466726
yo	0.32550043516100957
tl	0.2883379247015611
et	0.2824074074074074
tr	0.2674858223062382
no	0.25766283524904215
nl	0.2475728155339806
az	0.23418972332015808
ms	0.21717171717171715
vi	0.21717171717171715
pl	0.2083758937691522
hr	0.2051282051282051
lv	0.19270833333333331
da	0.1893305439330544
sv	0.1893305439330544
eu	0.1842105263157895
hu	0.18076109936575055
cs	0.1474147414741474
sk	0.143646408839779
is	0.07957244655581948

reliable

true

passes

true

name

"Hunter"

dialogue

"I don't speak Italian. Festival? You're shaking. Did you see something?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8049161139289894
tl	0.6214988644965935
no	0.490316004077472
cs	0.4617868675995694
sq	0.451152579582876
pt	0.4499449944994499
ms	0.4487320837927233
hr	0.44382647385984425
it	0.44382647385984425
sv	0.43566591422121903
da	0.4350282485875706
ro	0.41792782305005816
et	0.4152046783625731
nl	0.4117647058823529
ca	0.4075829383886255
es	0.39320388349514557
fr	0.3849938499384994
sl	0.3394980184940555
lt	0.33510638297872336
az	0.32432432432432434
de	0.29873772791023845
fi	0.2826398852223816
sk	0.2753623188405797
pl	0.274310595065312
yo	0.2389649923896499
hu	0.21135646687697163
is	0.21135646687697163
tr	0.20508744038155804
lv	0.20127795527156547
be	0.12280701754385964
uk	0.11190053285968028
vi	0.11190053285968028

reliable

true

passes

true

name

"Isabella"

dialogue

"Ho paura. Guardi la macchina. Qui c'è lei, e qui c'è solo l'ombra. Qualcuno era dietro di me. Non so chi."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8059229442208166
es	0.5661953727506427
pt	0.5535714285714286
fr	0.534803583735355
en	0.5344827586206896
ca	0.528960223307746
tl	0.4573954983922829
ro	0.4449013157894737
yo	0.4073748902546093
sq	0.3978590544157003
no	0.39298561151079137
de	0.38580527752502275
vi	0.3795955882352941
ms	0.3744207599629287
sl	0.3691588785046729
sk	0.3202416918429003
et	0.25824175824175827
nl	0.24327354260089684
cs	0.21875
eu	0.2058823529411765
lv	0.17783191230207065
lt	0.17279411764705882
hr	0.17177914110429449
fi	0.16974169741697415
da	0.1687192118226601
pl	0.1083223249669749
hu	0.10239361702127658
tr	0.09395973154362416
is	0.09029649595687331
az	0.08536585365853659
sv	0.08536585365853659

reliable

true

passes

true

name

"Hunter"

dialogue

"Photographs. All right. Point to what you want me to see. Slowly."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8076052512449072
tl	0.6265377855887522
fr	0.6122262773722628
no	0.4558258642765685
et	0.4537275064267352
da	0.4378306878306878
pl	0.34815950920245403
sq	0.3410852713178295
nl	0.3348982785602504
yo	0.33176100628930816
cs	0.32965299684542587
sl	0.32965299684542587
it	0.26343154246100525
de	0.25569176882662
sk	0.236983842010772
lv	0.22303473491773307
hr	0.2144177449168207
lt	0.19659735349716445
es	0.1935483870967742
pt	0.17153996101364524
ms	0.1650294695481336
hi	0.1533864541832669
fi	0.15
sv	0.1448692152917505

reliable

true

passes

true

name

"Isabella"

dialogue

"Questa. E questa. È sparita tra uno scatto e l'altro. Non l'ho immaginato. Sono ancora scossa."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8205546492659054
pt	0.5154185022026432
es	0.44612286002014095
en	0.42528735632183906
fr	0.40347071583514105
ro	0.3785310734463277
is	0.3574766355140187
fi	0.35217903415783275
lt	0.35064935064935066
ca	0.3381468110709988
tl	0.3333333333333333
yo	0.314214463840399
sq	0.28756476683937826
hr	0.2819843342036553
sv	0.27821522309711283
no	0.26861702127659576
ms	0.21763869132290184
sk	0.2109038737446198
sl	0.20520231213872833
da	0.2040520984081042
de	0.20289855072463767
vi	0.20174165457184323
et	0.19708029197080293
lv	0.19590643274853803
eu	0.13657770800627944
pl	0.12974683544303797
hu	0.12280701754385964
cs	0.11290322580645161
tr	0.11290322580645161
az	0.10277324632952692
nl	0.10277324632952692

reliable

true

passes

true

name

"Hunter"

dialogue

"You're upset, I can see that. I need a name, a time—anything. Is there someone here who can translate?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.817198011114361
tl	0.4769874476987448
sq	0.4707874682472481
et	0.44146559428060766
hr	0.4307832422586521
no	0.4064577397910731
ca	0.40532825880114176
ro	0.38785504407443677
de	0.3842364532019704
pt	0.37934458788480635
it	0.37686939182452645
hu	0.37624750499001997
nl	0.3718592964824121
da	0.35831622176591377
yo	0.34279705573080965
pl	0.32505399568034554
cs	0.32138979370249726
es	0.3146929824561403
tr	0.3146929824561403
az	0.30089485458612975
sk	0.29775280898876405
sv	0.2937853107344633
is	0.2690058479532163
vi	0.26122931442080377
lt	0.2532855436081242
lv	0.24242424242424243
ms	0.24242424242424243
fr	0.23965936739659366
fi	0.21185372005044137
sl	0.1925064599483204
eu	0.17979002624671916
be	0.10071942446043164
uk	0.09156976744186046

reliable

true

passes

true

name

"Isabella"

dialogue

"Nessuno. Sono sola. Studio qui, ma non conosco ancora nessuno. La prego, non se ne vada."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8069105691056911
fr	0.6428571428571429
ro	0.5673952641165756
es	0.5609981515711645
ca	0.5297029702970297
hr	0.5015739769150053
sq	0.4859307359307359
sl	0.46206115515288787
pt	0.42839951865222625
no	0.391025641025641
tl	0.38946015424164526
pl	0.3863049095607235
cs	0.3815104166666667
yo	0.3683510638297872
en	0.343015214384509
lt	0.34119278779472956
fi	0.2857142857142857
lv	0.2669753086419753
hu	0.2566510172143975
vi	0.2543171114599686
sv	0.24722662440570525
da	0.24603174603174602
de	0.23014586709886548
nl	0.23014586709886548
sk	0.22889610389610393
et	0.1739130434782609
tr	0.16520210896309317
eu	0.15480427046263345
ms	0.12037037037037036

reliable

true

passes

true

name

"Hunter"

dialogue

"Alone. Okay. Nod if you were there when she vanished."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8127340823970037
tl	0.3433395872420263
de	0.3371212121212121
da	0.2222222222222222
sv	0.2222222222222222
it	0.19908466819221968
cs	0.1822429906542056
sq	0.1822429906542056
fr	0.18032786885245902
pl	0.18032786885245902

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì. Sì, c'ero. E credo che qualcuno mi abbia seguita fino a questo caffè."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8018867924528302
pt	0.6379310344827587
es	0.5308310991957105
ca	0.4878048780487805
yo	0.48224852071005914
en	0.47761194029850745
fr	0.4648318042813456
sl	0.44620253164556967
ro	0.44267515923566875
hr	0.40476190476190477
hu	0.37722419928825623
sk	0.37050359712230213
tl	0.36594202898550726
cs	0.358974358974359
pl	0.3354430379746835
lt	0.3217054263565891
sq	0.29718875502008035
de	0.29624664879356566
tr	0.29435483870967744
fi	0.29340511440107675
eu	0.24132947976878616
ms	0.2369186046511628
is	0.2128935532233883
da	0.20454545454545453
az	0.20212765957446807
lv	0.20212765957446807
nl	0.20212765957446807
no	0.20212765957446807
et	0.1935483870967742
sv	0.1935483870967742
vi	0.11764705882352942

reliable

true

passes

true

name

"Hunter"

dialogue

"That's a yes. Good. We'll sort this out. Just stay—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7955010224948875
tl	0.5535714285714286
ca	0.49238578680203043
fr	0.3939393939393939
sq	0.3644067796610169
da	0.3562231759656652
et	0.3548387096774194
sv	0.3548387096774194
hu	0.34210526315789475
pt	0.3181818181818182
ro	0.31662870159453305
cs	0.3055555555555556
es	0.3055555555555556
sk	0.3023255813953488
it	0.29411764705882354
yo	0.2840095465393795
hr	0.27184466019417475
pl	0.25925925925925924
sl	0.23076923076923078
lt	0.21465968586387435
tr	0.20424403183023873
is	0.2
az	0.1891891891891892
eu	0.1891891891891892
lv	0.1891891891891892
nl	0.1891891891891892
no	0.1891891891891892
vi	0.1891891891891892
de	0.18256130790190736
fi	0.17355371900826447
ms	0.17355371900826447

reliable

true

passes

true

name

"Hunter"

dialogue

"That's dispatch. I have to take this. Don't leave the café. Keep that camera with you. I'll be back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8070071258907362
tl	0.5932415519399249
da	0.4186046511627907
it	0.4058500914076782
yo	0.4042163153070577
sv	0.37439846005774785
cs	0.37076476282671833
sq	0.36954413191076624
nl	0.3564356435643564
no	0.3493493493493494
ro	0.3460764587525151
fr	0.34541792547834843
ca	0.336734693877551
pt	0.3157894736842105
lt	0.30032292787944026
sk	0.29577464788732394
pl	0.2864983534577387
hr	0.281767955801105
ms	0.25968109339407747
de	0.2494226327944573
sl	0.23439340400471145
es	0.23076923076923078
lv	0.2215568862275449
hu	0.22062350119904073
be	0.09722222222222222
tr	0.09722222222222222
az	0.08835904628330996
et	0.08835904628330996
is	0.08835904628330996
uk	0.08835904628330996
vi	0.08835904628330996

reliable

true

passes

true

name

"Isabella"

dialogue

"Signore? Le foto... almeno prenda le foto. Non mi lasci qui."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7933884297520661
fr	0.6740220661985958
ca	0.6212121212121212
es	0.6055825242718447
sl	0.5751633986928104
hr	0.5390070921985816
pt	0.5255474452554745
ro	0.5
sk	0.481658692185008
nl	0.45101351351351354
en	0.4257950530035336
yo	0.3925233644859813
cs	0.3879472693032015
sq	0.36893203883495146
is	0.367704280155642
hu	0.3602362204724409
no	0.3114406779661017
tr	0.3055555555555556
pl	0.30257510729613735
da	0.2934782608695652
et	0.28414096916299564
de	0.282560706401766
eu	0.2111650485436893
ms	0.1875
sv	0.16666666666666666
lv	0.16237113402061853
tl	0.16237113402061853

reliable

true

passes

true