Run: 2026-04-25-01KQ2HPD1SAJ8PJKDNMPPASR99

Run Details

Model:: DeepSeek V4 Pro
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 17.5s
Cost:: $0.000516
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="Marie">
Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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:

Marie 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 French, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Marie and Hunter as a voice sheet:

Marie: "..."
Hunter: "..."

Model response

**Marie:** *(staring down at her camera screen, fingers tracing the edge of the lens)* "Je ne comprends pas... c'est impossible. Il était juste là..."

**Hunter:** "Ma'am? Sorry to interrupt. I'm Detective Hunter. You mind if I ask you a few questions about the incident at the old mill last night?"

**Marie:** *(looking up, eyes wide and glassy with distress)* "Le moulin? Oui, j'y étais. Mais l'homme... l'homme dans la lumière rouge... il a disparu dans l'ombre. Comme de la fumée."

**Hunter:** *(brow furrowing deeply)* "I'm... I'm going to be honest with you, I didn't catch a word of that. Do you speak English? English?"

**Marie:** *(shaking her head, speaking faster now)* "Je suis désolée, je ne parle pas anglais. J'ai pris une photo, regardez! Regardez! Il n'y a rien sur l'image. L'homme a disparu de la photo aussi!"

**Hunter:** *(leaning over to look at the camera screen, seeing only a dark, blurry photo of the mill)* "That's... just a picture of a building. Look, slow down. Uh... photo? You were taking photos?"

**Marie:** "Photo! Oui! L'homme! Il était là, dans l'objectif, et puis... plus rien. Effacé. Comme s'il n'avait jamais existé!" *(she scrolls frantically through her images)* "J'ai peur. Quelque chose ne va pas dans cette ville."

**Hunter:** *(rubbing the back of his neck, looking utterly lost)* "Right. Okay. I'm getting the word 'peur.' Scared? You're scared. Did you see something? Voir? See?"

**Marie:** *(clutching his arm suddenly)* "Ne restez pas dehors la nuit, monsieur le détective. La brume... elle prend les gens. Je l'ai vu."

**Hunter:** "Whoa, okay. Hey. I don't know what you're saying, but you're shaking." *(his phone buzzes loudly, and he glances at it with a grimace)* "Dammit. I have to take this." *(he steps back, pointing to his badge, then to her)* "Stay here. I'll find someone who speaks French. Rester. Comprendre? Stay."

**Marie:** *(watching him, voice dropping to a hollow whisper)* "Vous ne trouverez personne. Ils ont tous disparu."

**Hunter:** *(already turning away, phone to his ear)* "Yeah, this is Hunter. What've you got?... What do you mean another one?"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Je ne comprends pas... c'est impossible. Il était juste là..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.822842851187995
ca	0.6507806080525883
it	0.5986779981114259
en	0.5309050772626931
es	0.5309050772626931
ro	0.523542600896861
nl	0.5120551090700345
tl	0.4817073170731707
pt	0.46874999999999994
sq	0.41780821917808225
sl	0.41460055096418735
lt	0.4039270687237027
hr	0.40056417489421725
yo	0.371301775147929
cs	0.3501529051987768
de	0.33903576982892686
et	0.3078175895765472
tr	0.2951907131011609
vi	0.2697594501718213
ms	0.2621527777777778
sk	0.25438596491228066
da	0.2314647377938517
no	0.2314647377938517
sv	0.2314647377938517
az	0.21296296296296297
lv	0.19507575757575757
pl	0.17635658914728683
fi	0.17153996101364524
hu	0.16173570019723865
eu	0.1431451612903226

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am? Sorry to interrupt. I'm Detective Hunter. You mind if I ask you a few questions about the incident at the old mill last night?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7925311203319502
tl	0.6534462841740469
fr	0.5687589841878294
it	0.5375128468653648
da	0.5297805642633229
no	0.5290423861852434
ca	0.5169082125603864
pt	0.49238578680203043
ro	0.4889267461669506
nl	0.4568497284248642
cs	0.4447871684145589
sv	0.42196531791907516
sq	0.4140625
es	0.4090610636900854
hr	0.3902439024390244
sl	0.3775933609958506
sk	0.37413073713490963
yo	0.3679775280898876
de	0.3675333801827126
pl	0.3653032440056418
et	0.35251798561151076
hu	0.3283582089552239
lt	0.2996108949416343
az	0.27710843373493976
lv	0.2747784045124899
tr	0.23599320882852293
ms	0.22879177377892032
vi	0.17883211678832117
eu	0.14448669201520914
is	0.13294797687861273
be	0.07216494845360825
fi	0.06542056074766354
uk	0.06542056074766354

reliable

true

passes

true

name

"Marie"

dialogue

"Le moulin? Oui, j'y étais. Mais l'homme... l'homme dans la lumière rouge... il a disparu dans l'ombre. Comme de la fumée."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8077470806038166
it	0.5921450151057401
ca	0.5611183355006502
ro	0.5526838966202784
es	0.5398773006134969
pt	0.4917168674698795
tl	0.47876447876447875
yo	0.3874773139745916
nl	0.3835616438356164
en	0.3773062730627306
da	0.37267657992565056
sq	0.3528283796740172
no	0.3452958292919496
hu	0.34210526315789475
tr	0.2773019271948608
az	0.2686890574214518
sl	0.23469387755102045
lt	0.23208191126279862
de	0.23120728929384965
cs	0.22945205479452058
sk	0.2276887871853547
sv	0.2077464788732394
lv	0.20306965761511217
vi	0.18576598311218334
et	0.17177914110429449
eu	0.17177914110429449
fi	0.17076167076167076
ms	0.15730337078651685
hr	0.1423125794155019
pl	0.1346153846153846
is	0.09999999999999999

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm... I'm going to be honest with you, I didn't catch a word of that. Do you speak English? English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8261789600967351
tl	0.5768947755702722
yo	0.5283018867924528
cs	0.5017331022530329
no	0.5013009540329575
hr	0.49294532627865967
pl	0.46955719557195574
sk	0.44764649375600385
da	0.4471153846153846
sv	0.3876464323748669
lt	0.38568376068376065
hu	0.37158469945355194
sl	0.3653421633554084
sq	0.3596881959910913
it	0.3539325842696629
ro	0.343607305936073
de	0.34059633027522934
pt	0.33983926521239954
ca	0.32273262661955243
lv	0.3072289156626506
vi	0.29792429792429787
is	0.2830423940149626
eu	0.28035043804755944
ms	0.2703045685279188
fr	0.2656449553001277
et	0.26187419768934533
nl	0.2542153047989624
tr	0.203601108033241
az	0.18785310734463279
es	0.18670438472418668
be	0.10852713178294573
fi	0.0987460815047022
uk	0.0987460815047022

reliable

true

passes

true

name

"Marie"

dialogue

"Je suis désolée, je ne parle pas anglais. J'ai pris une photo, regardez! Regardez! Il n'y a rien sur l'image. L'homme a disparu de la photo aussi!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8096304591265399
ca	0.5893719806763285
it	0.5636550308008214
ro	0.5280399777901166
es	0.50379451255108
en	0.47040498442367606
sl	0.4476933073424302
sq	0.4389438943894389
cs	0.43745863666446066
nl	0.4150034411562285
lt	0.3726937269372694
no	0.36661698956780925
sk	0.36329588014981273
de	0.36042136945071485
yo	0.3550834597875569
tl	0.3511450381679389
hr	0.35064935064935066
da	0.34765924788948577
pt	0.34715821812596004
tr	0.3264659270998415
hu	0.3210862619808307
lv	0.2772108843537415
az	0.2722602739726028
sv	0.2691315563198624
ms	0.24309884238646481
pl	0.2362982929020665
fi	0.21223354958294718
et	0.19278252611585947
vi	0.1533864541832669
eu	0.1414141414141414
hi	0.08306364617044228
is	0.08108108108108109

reliable

true

passes

true

name

"Hunter"

dialogue

"That's... just a picture of a building. Look, slow down. Uh... photo? You were taking photos?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8095756256800871
tl	0.6287128712871286
fr	0.5205479452054795
nl	0.47864945382323737
no	0.44208289054197664
is	0.4230769230769231
de	0.41471571906354515
sq	0.37425506555423127
yo	0.36594202898550726
cs	0.362089914945322
pt	0.3566176470588235
ca	0.3510506798516687
sk	0.34210526315789475
sl	0.31462140992167104
et	0.3101182654402102
sv	0.3101182654402102
ro	0.29245283018867924
es	0.28765264586160105
it	0.2866847826086956
pl	0.2866847826086956
hr	0.2738589211618257
ms	0.2391304347826087
tr	0.2369186046511628
lt	0.23580786026200873
hu	0.2290748898678414
da	0.22680412371134018
fi	0.21407185628742514
lv	0.21171171171171171
hi	0.12790697674418602
az	0.11764705882352942
eu	0.11764705882352942
vi	0.11764705882352942

reliable

true

passes

true

name

"Marie"

dialogue

"J'ai peur. Quelque chose ne va pas dans cette ville."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8322147651006712
it	0.5742092457420924
da	0.5430809399477807
en	0.5218579234972678
ca	0.521203830369357
no	0.4720965309200603
sq	0.4688922610015175
fi	0.4444444444444444
hu	0.4299674267100977
ro	0.4057724957555179
de	0.3955094991364421
lt	0.36594202898550726
tr	0.3346007604562738
nl	0.33078393881453155
es	0.3269230769230769
sv	0.325626204238921
et	0.317738791423002
tl	0.30417495029821073
sl	0.2677824267782427
hr	0.24406047516198706
lv	0.2273730684326711
ms	0.1935483870967742
cs	0.1898148148148148
is	0.15254237288135594

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. Okay. I'm getting the word 'peur.' Scared? You're scared. Did you see something? Voir? See?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7976878612716763
tl	0.573170731707317
fr	0.35344827586206895
it	0.3269230769230769
no	0.3251928020565552
ms	0.31994818652849744
nl	0.26160337552742613
yo	0.2563739376770538
et	0.2446043165467626
sv	0.23133235724743775
de	0.22680412371134018
da	0.22451994091580502
pt	0.2164179104477612
ro	0.2164179104477612
cs	0.12935323383084577
es	0.12935323383084577
sq	0.12935323383084577
is	0.125
hr	0.11317567567567569

reliable

true

passes

true

name

"Marie"

dialogue

"Ne restez pas dehors la nuit, monsieur le détective. La brume... elle prend les gens. Je l'ai vu."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7956180510137345
ca	0.5441283734500364
it	0.5090337784760408
sl	0.503968253968254
ro	0.4931062449310625
hr	0.4747899159663866
es	0.46808510638297873
sq	0.4281793229643184
yo	0.37624750499001997
en	0.3699596774193548
nl	0.3654822335025381
no	0.34141201264488935
de	0.3400211193241816
sk	0.32432432432432434
cs	0.31842966194111233
lt	0.2945823927765237
tl	0.2664319248826291
tr	0.2638398115429918
hu	0.22360248447204967
lv	0.20584498094027956
da	0.19458762886597938
ms	0.18619791666666666
pt	0.18407310704960833
eu	0.17328042328042328
sv	0.17218543046357618
pl	0.1270949720670391
fi	0.12342215988779803
vi	0.11847672778561354
fa	0.10714285714285714
az	0.08625730994152046
et	0.08625730994152046

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay here. I'll find someone who speaks French. Rester. Comprendre? Stay."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7781475318912923
es	0.5614035087719298
fr	0.5459704880817253
ca	0.5221027479091995
pt	0.51338199513382
tl	0.5104039167686658
it	0.5098039215686274
da	0.4878361075544174
no	0.41605839416058393
et	0.4074074074074074
sv	0.37694704049844235
ro	0.3730407523510972
nl	0.36908517350157727
sq	0.35275080906148865
lt	0.26605504587155965
de	0.26062846580406657
sl	0.23954372623574144
ms	0.23371647509578544
tr	0.23371647509578544
hr	0.2277992277992278
sk	0.14893617021276595
pl	0.14346895074946467
cs	0.13606911447084233
hu	0.13606911447084233
az	0.12854030501089325
lv	0.12854030501089325

reliable

true

passes

true

name

"Marie"

dialogue

"Vous ne trouverez personne. Ils ont tous disparu."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8214285714285714
it	0.5296671490593343
ro	0.4645799011532125
sq	0.4444444444444444
ca	0.436741767764298
en	0.4217081850533808
de	0.4058500914076782
cs	0.3925233644859813
sv	0.365234375
es	0.36149312377210213
lt	0.3602362204724409
lv	0.3538767395626242
hr	0.3460764587525151
pt	0.3394308943089431
is	0.3340163934426229
tr	0.33127572016460904
nl	0.3200836820083682
hu	0.30851063829787234
sk	0.282560706401766
sl	0.282560706401766
fi	0.21307506053268765
ms	0.21307506053268765
no	0.1935483870967742
da	0.19154228855721395
tl	0.1709183673469388
az	0.15364583333333331
et	0.15364583333333331
pl	0.15364583333333331

reliable

true

passes

true

name

"Hunter"

dialogue

"Yeah, this is Hunter. What've you got?... What do you mean another one?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8149062191510366
tl	0.5347394540942928
pl	0.38016528925619836
nl	0.3718592964824121
pt	0.3686868686868687
cs	0.36006825938566556
hr	0.3556701030927836
yo	0.34554973821989526
sl	0.3231046931407942
sq	0.3194192377495462
da	0.29906542056074764
hu	0.29111531190926276
sk	0.26035502958579887
vi	0.22839506172839508
es	0.21052631578947367
is	0.19700214132762314
de	0.19006479481641467
no	0.17218543046357618
fr	0.1610738255033557
sv	0.15730337078651685
it	0.14383561643835618
ca	0.1359447004608295
ms	0.1359447004608295
ro	0.1359447004608295
tr	0.1359447004608295

reliable

true

passes

true