Run: 2026-04-25-01KQ2DS0C74N493S5R1A6J51DB

Run Details

Model:: DeepSeek V4 Flash (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 11.0s
Cost:: $0.000259
Provider:: DeepSeek

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: (staring at her camera screen, shaking her head) "Non capisco... com'è possibile? Era qui, poi non più."

Hunter: (approaches, clears throat) "Excuse me? Ma'am? I'm Detective Hunter. Sorry to bother you, but I'm looking into what happened at the apple festival yesterday. You were taking photos there, right?"

Isabella: (looks up, startled) "Ah, detective? Scusi, non parlo inglese." (points to her camera, then makes a confused gesture) "La donna... scomparsa. Ho visto tutto, ma non so cosa sia successo."

Hunter: (frowns, leans in) "Uh... I'm sorry, I don't follow. You saw the woman who disappeared? Can you tell me what you saw?"

Isabella: (speaks faster, agitated) "Era lì, in mezzo alla folla. Poi un uomo... con un cappello scuro. L'ha presa per un braccio, e lei è sparita. Ho cercato di fotografare, ma... niente. La foto è vuota." (shows him the camera screen, where the image is blurry and dark)

Hunter: (squints at the screen, rubs his chin) "Right... that's... not helpful. Look, do you speak any English? Just a few words?"

Isabella: (shakes head, sighs) "Italiano. Solo italiano. Mi dispiace."

Hunter: (frustrated but patient) "Okay, okay. Let me try... sign language? No, that's dumb. You just... you saw something, right? Disappearance? Woman? Bad guy?" (makes gestures: points at her camera, then points away, makes a vanishing motion with his hand)

Isabella: (nods vigorously) "Sì, sì! Uomo cattivo. Cappello. Lei scappata, ma lui... lui l'ha presa." (mimes being grabbed)

Hunter: (nods slowly) "Man in a hat. Grabbed her. Got it. Anything else? A car? A direction?"

Isabella: (thinks, then points east) "Verso il bosco. Laggiù." (makes a walking motion toward the trees)

Hunter: (pulls out a notepad, writes something, then his phone buzzes) "Hang on." (answers phone) "Hunter here... Yeah? You found a footprint? At the woods edge? ... Okay, I'm on my way." (hangs up, looks at Isabella) "I have to go. Thank you. If you... uh... remember anything else, find me at the station. The police station." (points in general direction of town center, then tips his hat)

Isabella: (nods, looking worried) "Buona fortuna, detective. Spero che la troviate."

Hunter: (gives a small wave, turns and walks away briskly)

Isabella: (looks back at her camera, whispers) "E la foto... perché è vuota?"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Non capisco... com'è possibile? Era qui, poi non più."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7991967871485943
fr	0.6666666666666666
en	0.6273291925465838
pt	0.6138996138996139
ca	0.6134020618556701
ro	0.4897959183673469
es	0.4800693240901213
tl	0.4263862332695985
eu	0.3684210526315789
yo	0.20212765957446807
de	0.19786096256684493
hr	0.19786096256684493
sl	0.19786096256684493
ms	0.1935483870967742

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me? Ma'am? I'm Detective Hunter. Sorry to bother you, but I'm looking into what happened at the apple festival yesterday. You were taking photos there, right?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7897104851330203
tl	0.6196036801132342
fr	0.526431718061674
no	0.4701823558403154
nl	0.4512506380806534
da	0.445018069179143
de	0.42574786324786323
pt	0.41829004329004327
it	0.3933408577878104
es	0.3926553672316384
sq	0.37933025404157045
sl	0.35551558752997603
ca	0.32432432432432434
sv	0.30779137153895686
cs	0.3033052495139339
ro	0.28523936170212766
ms	0.2711864406779661
hr	0.26319396847155585
sk	0.2299426934097421
yo	0.2282842785355348
lt	0.22382671480144403
pl	0.22044960116026108
et	0.21129860601614087
lv	0.19233658903080392
fi	0.168600154679041
tr	0.11885245901639345
az	0.0989103101424979
hi	0.06684027777777778
is	0.06195462478184991
hu	0.05866900175131349

reliable

true

passes

true

name

"Isabella"

dialogue

"La donna... scomparsa. Ho visto tutto, ma non so cosa sia successo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8160340821068939
fr	0.5739910313901345
ca	0.5709123757904245
pt	0.47045707915273133
es	0.4698660714285714
en	0.4521337946943483
sk	0.4385342789598109
no	0.43452380952380953
tl	0.4114002478314746
ro	0.40624999999999994
et	0.38551099611901685
yo	0.38391699092088194
fi	0.3716931216931217
vi	0.3546195652173913
sl	0.33473389355742295
da	0.32432432432432434
de	0.3065693430656934
lv	0.28785607196401797
lt	0.24363057324840762
sv	0.2351046698872786
sq	0.2313915857605178
pl	0.18384879725085912
cs	0.18244406196213425
az	0.15630550621669628
tr	0.15630550621669628
eu	0.15480427046263345
hu	0.14721723518850988
nl	0.14721723518850988
is	0.1316270566727605
ms	0.12037037037037036

reliable

true

passes

true

name

"Hunter"

dialogue

"Uh... I'm sorry, I don't follow. You saw the woman who disappeared? Can you tell me what you saw?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8021335168616656
tl	0.5131244707874683
it	0.4444444444444444
sq	0.42842942345924456
no	0.4114636642784033
ms	0.3850267379679145
nl	0.37431991294885747
cs	0.30639324487334135
fr	0.2996345919610231
da	0.27398989898989895
sv	0.2730720606826802
ca	0.2721518987341772
hr	0.267515923566879
yo	0.25227568270481143
pt	0.24639580602883354
ro	0.22818791946308725
et	0.21555252387448842
fi	0.21232876712328766
tr	0.203601108033241
az	0.1958041958041958
eu	0.19467787114845939
pl	0.1797432239657632
es	0.15066469719350073
sl	0.13273001508295626
sk	0.11128284389489954
be	0.10852713178294573
hu	0.1043613707165109
is	0.0987460815047022
lt	0.0987460815047022
lv	0.0987460815047022
uk	0.0987460815047022
vi	0.0987460815047022

reliable

true

passes

true

name

"Isabella"

dialogue

"Era lì, in mezzo alla folla. Poi un uomo... con un cappello scuro. L'ha presa per un braccio, e lei è sparita. Ho cercato di fotografare, ma... niente. La foto è vuota."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8005935818957521
ro	0.6062271062271063
es	0.5651294498381877
ca	0.5498324958123953
pt	0.5066544286369894
sq	0.457070707070707
yo	0.43001060445387057
fr	0.4272775705913692
no	0.4229736983360172
de	0.4189189189189189
tl	0.41765980498374866
nl	0.40771349862258954
sv	0.40542035398230086
en	0.3967452300785634
et	0.38536306460834757
sk	0.36652916912197997
ms	0.358974358974359
sl	0.35396634615384615
lt	0.3488794669897032
fi	0.3139757498404595
lv	0.30779137153895686
da	0.30600387346675273
pl	0.2987606001304631
cs	0.2847638057218896
hr	0.2765814266487214
vi	0.26621160409556316
az	0.23974540311173975
eu	0.23920736022646846
is	0.18437025796661607
tr	0.15620094191522765
hu	0.12884927066450566

reliable

true

passes

true

name

"Hunter"

dialogue

"Right... that's... not helpful. Look, do you speak any English? Just a few words?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8163789937568858
tl	0.5479204339963833
ca	0.4582881906825569
nl	0.44567627494456763
cs	0.40688018979833923
de	0.38042131350681535
hr	0.37810945273631835
pt	0.3718592964824121
sq	0.3662864385297845
yo	0.3514915693904021
fr	0.34895833333333337
sk	0.3438320209973753
pl	0.3315508021390375
sv	0.32157394843962006
no	0.3112947658402204
da	0.30362116991643456
ro	0.29676511954992973
sl	0.29577464788732394
vi	0.26578560939794427
et	0.24812030075187969
fi	0.24471299093655588
hu	0.2378048780487805
tr	0.2366412213740458
ms	0.2125984251968504
es	0.20886075949367086
it	0.2
lt	0.14089347079037798
is	0.13043478260869565
az	0.12280701754385964
eu	0.12280701754385964
lv	0.12280701754385964

reliable

true

passes

true

name

"Isabella"

dialogue

"Italiano. Solo italiano. Mi dispiace."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7910135841170324
es	0.7315436241610739
pt	0.6204933586337761
sk	0.5565410199556541
ro	0.5535714285714286
ca	0.5348837209302325
sq	0.5327102803738317
fr	0.5305164319248826
cs	0.5121951219512195
sl	0.44751381215469616
yo	0.441340782122905
pl	0.43342776203966005
en	0.42028985507246375
hr	0.4065281899109792
de	0.39759036144578314
tr	0.3957703927492447
hu	0.2982456140350877
tl	0.2727272727272727
lt	0.23954372623574144
nl	0.23954372623574144
no	0.23954372623574144
az	0.2277992277992278
da	0.2277992277992278
fi	0.2277992277992278
ms	0.2277992277992278
sv	0.2277992277992278

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, okay. Let me try... sign language? No, that's dumb. You just... you saw something, right? Disappearance? Woman? Bad guy?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7924080664294187
tl	0.521203830369357
nl	0.4195688225538972
no	0.40878378378378377
ms	0.38971229293809934
fr	0.36993699369936994
es	0.35185185185185186
sq	0.35064935064935066
pt	0.34148635936030103
cs	0.31906614785992216
de	0.31640625
it	0.30417495029821073
da	0.3006993006993007
et	0.28205128205128205
ro	0.27611168562564636
sl	0.2677824267782427
hr	0.24812030075187969
ca	0.2324561403508772
yo	0.21875
fi	0.18128654970760233
sk	0.1764705882352941
lv	0.15764139590854392
sv	0.12718204488778054
tr	0.1116751269035533
is	0.10714285714285714
eu	0.10025706940874037
pl	0.0967741935483871
lt	0.08256880733944955

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì, sì! Uomo cattivo. Cappello. Lei scappata, ma lui... lui l'ha presa."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7762863534675615
ro	0.5963673057517659
pt	0.5037220843672456
es	0.4878361075544174
fr	0.4805194805194805
yo	0.43582510578279265
tl	0.3874425727411945
sq	0.34210526315789475
ca	0.332220367278798
et	0.3127147766323024
eu	0.3006993006993007
fi	0.2895204262877442
sk	0.28825622775800713
sl	0.2779783393501805
hr	0.2753623188405797
ms	0.25925925925925924
pl	0.21104536489151873
en	0.18200408997955012
hu	0.17012448132780084
no	0.16666666666666666
sv	0.16666666666666666
vi	0.16317991631799164
nl	0.15789473684210525
da	0.14346895074946467
lt	0.13978494623655913
de	0.13606911447084233
lv	0.13606911447084233
az	0.12854030501089325
cs	0.12854030501089325

reliable

true

passes

true

name

"Hunter"

dialogue

"Man in a hat. Grabbed her. Got it. Anything else? A car? A direction?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7952793834296724
tl	0.6205357142857143
de	0.603544776119403
fr	0.5728643216080402
nl	0.5663265306122449
da	0.542518837459634
sv	0.5267260579064588
ro	0.5159453302961275
no	0.49584816132858833
sq	0.4817073170731707
yo	0.46941323345817726
es	0.46473551637279603
it	0.45161290322580644
tr	0.44661458333333337
lv	0.4378306878306878
sl	0.4225543478260869
pt	0.4201909959072306
ca	0.41460055096418735
ms	0.3928571428571429
hr	0.37315634218289084
lt	0.36661698956780925
hu	0.36472346786248133
az	0.3338557993730407
pl	0.3078175895765472
eu	0.2796610169491525
fi	0.25438596491228066
cs	0.236983842010772
sk	0.23423423423423423
et	0.22867513611615245
zh	0.1533864541832669
is	0.15
vi	0.1414141414141414

reliable

true

passes

true

name

"Isabella"

dialogue

"Verso il bosco. Laggiù."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7535211267605634
ca	0.5580808080808082
fr	0.5370370370370371
az	0.49856733524355296
nl	0.4852941176470589
ro	0.4615384615384615
es	0.44620253164556967
pt	0.44620253164556967
de	0.3445692883895131
tr	0.32432432432432434
lt	0.3055555555555556
hu	0.29149797570850206
is	0.2768595041322314
en	0.2647058823529412
no	0.2647058823529412
sq	0.25213675213675213
sv	0.25213675213675213

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Thank you. If you... uh... remember anything else, find me at the station. The police station."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8190591073582629
tl	0.6631106120157214
da	0.6627318718381113
no	0.6277915632754343
yo	0.5565410199556541
sv	0.5508982035928144
fr	0.5172968624296058
sq	0.5037220843672456
nl	0.4945240101095198
sl	0.48364888123924266
cs	0.48231233822260566
ms	0.4800693240901213
sk	0.47735191637630664
pl	0.46428571428571425
hr	0.44751381215469616
it	0.4360902255639098
de	0.41463414634146345
et	0.3902439024390244
ro	0.3637327677624602
lv	0.35965848452508004
lt	0.3541442411194833
hu	0.34711643090315564
fi	0.286563614744352
is	0.26560587515299877
ca	0.25925925925925924
vi	0.25742574257425743
az	0.250936329588015
tr	0.250936329588015
es	0.2277992277992278
pt	0.20844327176781002
eu	0.13544668587896252
zh	0.1137370753323486
be	0.1044776119402985
uk	0.09502262443438914

reliable

true

passes

true

name

"Isabella"

dialogue

"Buona fortuna, detective. Spero che la troviate."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7941176470588235
ro	0.6527777777777778
fr	0.5958429561200923
es	0.5862884160756502
en	0.5700245700245701
tl	0.5580808080808082
ca	0.5448634590377113
pt	0.48377581120943947
no	0.4345718901453958
sq	0.4176372712146422
de	0.40273037542662116
da	0.35304990757855825
sv	0.3217054263565891
et	0.3055555555555556
ms	0.2222222222222222
yo	0.2081447963800905
fi	0.19908466819221968
vi	0.1935483870967742
nl	0.1898148148148148
is	0.18032786885245902
cs	0.17061611374407584
hr	0.1606714628297362
sl	0.1606714628297362

reliable

true

passes

true

name

"Isabella"

dialogue

"E la foto... perché è vuota?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8080614203454894
fr	0.6763754045307443
ro	0.6563573883161512
ca	0.6539792387543253
es	0.6527777777777778
yo	0.6323529411764706
sq	0.5975855130784709
pt	0.5850622406639004
no	0.5337995337995338
fi	0.5157384987893463
lt	0.49622166246851385
sk	0.46380697050938335
hu	0.4428969359331476
en	0.4318181818181818
tl	0.42363112391930835
pl	0.42028985507246375
sl	0.4186046511627907
cs	0.4065281899109792
da	0.3993993993993994
de	0.3993993993993994
lv	0.38650306748466257
nl	0.38650306748466257
et	0.37888198757763975
hr	0.37888198757763975
ms	0.30313588850174217
vi	0.29577464788732394
tr	0.25925925925925924
is	0.250936329588015
az	0.23954372623574144
sv	0.23954372623574144

reliable

true

passes

true