Run: 2026-05-10-01KR9185GD22P7B6WNZXV8SK2Z

Run Details

Model:: Gemma 4 31B (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 19.3s
Cost:: $0.000588
Provider:: Together

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

Hunter: "Excuse me. Miss? I'm Detective Hunter. I noticed you were hanging around the town square yesterday evening. Did you see anything unusual near the apple orchards?"

Marie: "Oh! Monsieur... je... je ne comprends pas. Qui êtes-vous ?"

Hunter: "Look, I don't know who you are, but I'm investigating a missing persons case. I just need to know if you saw anyone heading toward the woods around eight o'clock."

Marie: "Le bois... oui ! J'ai vu quelque chose. C'était étrange, vraiment étrange. J'ai pris une photo, mais je ne sais pas si c'est clair."

Hunter: "I can tell you're upset, but you're speaking French. I don't speak French. Do you speak any English? A little bit? 'Yes' or 'No'?"

Marie: "Je ne parle pas anglais ! S'il vous plaît, écoutez-moi ! C'était un homme, je crois... mais il a disparu si vite. C'était comme s'il s'était évaporé dans la brume !"

Hunter: "I can hear the panic in your voice, and I see you're clutching that camera like a lifeline, but we are getting nowhere. Can you point? Use your hands? Did you see a person? A man?"

Marie: "Oui ! Un homme ! Regardez, regardez l'écran ! Ici ! Vous voyez cette ombre ? Ce n'est pas normal, c'est impossible !"

Hunter: "I see a blurry grey smudge on a digital screen, Miss. I can't make out a face, let alone a suspect. Just... stay here. Don't move. I'll find someone who can translate and—"

(Hunter's phone rings loudly; he answers it abruptly)

Hunter: "Hunter here. What? Another one? Where? Dammit. I'm on my way."

Hunter: (To Marie) "Listen, I have to go. Stay put. I'll be back."

Marie: "Attendez ! Revenez ! Vous ne pouvez pas me laisser comme ça ! Monsieur !"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me. Miss? I'm Detective Hunter. I noticed you were hanging around the town square yesterday evening. Did you see anything unusual near the apple orchards?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7812166488794023
tl	0.5865268253327954
nl	0.4721936148300721
it	0.4616596638655462
no	0.45069667738478025
fr	0.4276940256839754
es	0.39705882352941174
da	0.3913301662707838
sv	0.38141219070609533
sq	0.37385461209529625
ro	0.3621655258245177
pt	0.354127284183995
de	0.3134628265237776
ms	0.3060257278266757
et	0.2969821673525377
ca	0.2689015691868759
cs	0.19921875
tr	0.17802726543704894
sl	0.17271993543179984
hr	0.16734362307067424
yo	0.15914684167350288
lv	0.15078707539353772
is	0.14440734557595994
hu	0.14369256474519632
sk	0.12467976088812979
pl	0.10947002606429192
fi	0.06818181818181819
be	0.0639269406392694
az	0.057904411764705885
lt	0.057904411764705885
uk	0.057904411764705885
vi	0.057904411764705885

reliable

true

passes

true

name

"Marie"

dialogue

"Oh! Monsieur... je... je ne comprends pas. Qui êtes-vous ?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8178032274856845
ca	0.5736906211936663
nl	0.5530012771392081
it	0.5283018867924528
sl	0.46236559139784944
lt	0.4514106583072101
hr	0.4479495268138801
sq	0.40476190476190477
cs	0.3955094991364421
en	0.38380281690140844
ro	0.3794326241134752
es	0.37163375224416517
tl	0.32432432432432434
yo	0.317738791423002
de	0.30966469428007887
sk	0.29292929292929293
pt	0.2584745762711864
lv	0.2273730684326711
tr	0.21171171171171171
pl	0.20634920634920634
fi	0.2009132420091324
ms	0.1935483870967742
hu	0.1898148148148148

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I don't know who you are, but I'm investigating a missing persons case. I just need to know if you saw anyone heading toward the woods around eight o'clock."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8217151007309681
tl	0.6445076430856737
no	0.504950495049505
sv	0.48796722990271374
da	0.4711792702273929
ro	0.4585814834867353
fr	0.4526546250684182
nl	0.452354874041621
ms	0.41002949852507375
it	0.40723177237700064
ca	0.39759036144578314
cs	0.38837920489296635
hr	0.38650306748466257
et	0.38271604938271603
sk	0.3761696818465377
yo	0.375
pt	0.3634627625716105
is	0.36020473448496476
pl	0.34938191281717634
de	0.33065595716198126
sq	0.323867478025693
lv	0.3229519295870007
lt	0.30891499654457505
az	0.2727272727272727
es	0.2695398100803506
sl	0.25205684367988035
hu	0.2223950233281493
tr	0.17627677100494232
fi	0.16666666666666666
vi	0.11738746690203002
be	0.06542056074766354
eu	0.06542056074766354
uk	0.059266227657572904

reliable

true

passes

true

name

"Marie"

dialogue

"Le bois... oui ! J'ai vu quelque chose. C'était étrange, vraiment étrange. J'ai pris une photo, mais je ne sais pas si c'est clair."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.826764833261152
en	0.4784876140808344
it	0.42321557317952413
ca	0.4108983799705449
sl	0.3980436418359669
ro	0.3874425727411945
sq	0.38556067588325654
cs	0.38414164742109314
nl	0.37791601866251945
yo	0.37057435090479934
no	0.34156378600823045
tl	0.32030586236193714
pt	0.31093884582256676
hr	0.3025283347863993
lt	0.30131004366812225
sk	0.2926613616268789
de	0.290150842945874
da	0.26335174953959484
hu	0.23298178331735378
es	0.21875
sv	0.21337266470009833
pl	0.1649269311064718
lv	0.11406423034330011
tr	0.10514541387024609
eu	0.10213243546576879
fi	0.0990990990990991
ms	0.09502262443438914
hi	0.08779931584948689
az	0.07300115874855156

reliable

true

passes

true

name

"Hunter"

dialogue

"I can tell you're upset, but you're speaking French. I don't speak French. Do you speak any English? A little bit? 'Yes' or 'No'?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7933884297520661
tl	0.5644057249533292
hr	0.4341147938561034
sv	0.41569282136894825
ca	0.40878378378378377
no	0.40119760479041916
pt	0.396551724137931
cs	0.3902439024390244
fr	0.3805309734513274
pl	0.3482309124767225
da	0.33899905571293676
sk	0.3230174081237911
sq	0.3157380254154448
it	0.31170108161258603
ro	0.3006993006993007
yo	0.2886178861788618
vi	0.2584745762711864
lt	0.24892703862660948
es	0.24731182795698922
tr	0.24242424242424243
hu	0.24160346695557963
ms	0.24078091106290672
de	0.23830250272034822
az	0.23076923076923078
sl	0.23076923076923078
is	0.2299229922992299
nl	0.19724770642201836
fi	0.1935483870967742
lv	0.15966386554621848
et	0.15254237288135594
be	0.09090909090909091
eu	0.09090909090909091
uk	0.08256880733944955

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne parle pas anglais ! S'il vous plaît, écoutez-moi ! C'était un homme, je crois... mais il a disparu si vite. C'était comme s'il s'était évaporé dans la brume !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8042954636692091
it	0.5484020379805465
ca	0.5475638051044084
ro	0.5090634441087614
sq	0.45561139028475717
es	0.45224719101123595
sk	0.43868739205526774
sl	0.42545668827342376
cs	0.41511697660467906
yo	0.3821292775665399
lt	0.37177835051546393
lv	0.3358310626702997
en	0.3298969072164949
pt	0.3271221532091097
no	0.32338653712699517
hr	0.3200836820083682
nl	0.3143459915611814
tl	0.2914244186046512
da	0.2591185410334346
ms	0.25572519083969464
tr	0.24359968968192397
hu	0.23828125
et	0.23349056603773585
de	0.22248803827751198
pl	0.21243941841680128
az	0.2073170731707317
fi	0.19019933554817275
vi	0.13640389725420726
sv	0.11121239744758432
is	0.07142857142857142
eu	0.06698564593301436

reliable

true

passes

true

name

"Hunter"

dialogue

"I can hear the panic in your voice, and I see you're clutching that camera like a lifeline, but we are getting nowhere. Can you point? Use your hands? Did you see a person? A man?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8063087991145546
tl	0.6366782006920415
nl	0.5187901008249313
no	0.5077355836849508
ro	0.5028409090909091
da	0.4973671613212063
sv	0.49348769898697536
de	0.47578632051922115
fr	0.4715651736285858
it	0.4511238891792995
ms	0.4176372712146422
pl	0.41471571906354515
ca	0.3408662900188324
cs	0.3367024636765635
is	0.33586337760910817
et	0.33375634517766495
sq	0.3269230769230769
yo	0.3225806451612903
tr	0.29577464788732394
hr	0.29340511440107675
pt	0.2778541953232462
az	0.25160370634354956
sk	0.23580786026200873
es	0.23301680058436813
lv	0.23133235724743775
lt	0.22850844966936076
sl	0.22394678492239467
hu	0.21407185628742514
ja	0.18414918414918416
eu	0.1484184914841849
fi	0.11317567567567569
vi	0.11242603550295857
be	0.0625
uk	0.05660377358490566

reliable

true

passes

true

name

"Marie"

dialogue

"Oui ! Un homme ! Regardez, regardez l'écran ! Ici ! Vous voyez cette ombre ? Ce n'est pas normal, c'est impossible !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8063623789764869
ca	0.5442708333333333
it	0.5165745856353591
es	0.49164851125635434
ro	0.45862335653518943
tl	0.3939393939393939
en	0.3783303730017762
nl	0.3688007213706041
no	0.3333333333333333
da	0.3320610687022901
sq	0.26624737945492666
lv	0.2505353319057816
et	0.24731182795698922
pt	0.24731182795698922
tr	0.24160346695557963
de	0.23995656894679696
ms	0.23329682365826945
lt	0.18032786885245902
fi	0.16765755053507728
az	0.15966386554621848
sv	0.15254237288135594
hu	0.1452991452991453
yo	0.1315136476426799
eu	0.08735332464146023
cs	0.077733860342556
hr	0.077733860342556
pl	0.077733860342556
sk	0.077733860342556
sl	0.077733860342556

reliable

true

passes

true

name

"Hunter"

dialogue

"I see a blurry grey smudge on a digital screen, Miss. I can't make out a face, let alone a suspect. Just... stay here. Don't move. I'll find someone who can translate and—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7930891785640389
tl	0.5324918186068256
ca	0.4490358126721763
ro	0.4262765347102696
fr	0.4117647058823529
et	0.37926753569211674
pt	0.37810945273631835
es	0.3666877770740975
da	0.36588459099556125
no	0.3564993564993565
cs	0.3531694695989651
hr	0.35064935064935066
it	0.34554973821989526
sv	0.32795698924731176
pl	0.3160054719562244
sq	0.3060374739764053
yo	0.2753623188405797
nl	0.2690058479532163
fi	0.2647058823529412
tr	0.25925925925925924
sk	0.2537313432835821
ms	0.250936329588015
az	0.21197793538219067
de	0.20634920634920634
sl	0.20255183413078148
hu	0.1823385118560916
vi	0.18099918099918103
lt	0.1749174917491749
lv	0.16666666666666666
is	0.12126537785588754
eu	0.12049252418645558
hi	0.07749077490774908
be	0.06542056074766354
uk	0.059266227657572904

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. What? Another one? Where? Dammit. I'm on my way."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8212583412774069
tl	0.5241116751269036
pl	0.41222570532915365
sq	0.3872549019607844
sv	0.336283185840708
fr	0.32553956834532377
hr	0.3181818181818182
de	0.30683918669131244
cs	0.30037313432835816
sk	0.30037313432835816
da	0.29906542056074764
ca	0.2964352720450282
et	0.29111531190926276
fi	0.2857142857142857
es	0.21052631578947367
hi	0.1830065359477124
no	0.17218543046357618
yo	0.16666666666666666
it	0.14383561643835618
nl	0.14383561643835618
pt	0.14383561643835618
ms	0.1359447004608295
ro	0.1359447004608295
sl	0.1359447004608295
tr	0.1359447004608295

reliable

true

passes

true

name

"Hunter"

dialogue

"Listen, I have to go. Stay put. I'll be back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7983870967741935
da	0.6714456391875747
hr	0.6232876712328766
pl	0.6132208157524613
no	0.6110325318246109
yo	0.5991253644314869
tl	0.5919881305637982
sv	0.5242214532871973
cs	0.5209059233449477
lt	0.5036101083032491
lv	0.4963369963369963
hu	0.4897959183673469
sk	0.4888475836431227
sq	0.41737288135593226
fi	0.40604751619870405
de	0.40347071583514105
sl	0.39560439560439564
it	0.38752783964365256
ro	0.3574766355140187
ca	0.3341404358353511
tr	0.3325242718446602
is	0.32598039215686275
eu	0.298469387755102
nl	0.2966751918158568
be	0.20289855072463767
az	0.1863905325443787
es	0.1863905325443787
et	0.1863905325443787
fr	0.1863905325443787
pt	0.1863905325443787
uk	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

true

name

"Marie"

dialogue

"Attendez ! Revenez ! Vous ne pouvez pas me laisser comme ça ! Monsieur !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8220307231172724
no	0.5067497403946002
en	0.5041753653444677
ca	0.49360341151385934
it	0.49252136752136755
nl	0.4716351501668521
sq	0.4483159117305459
es	0.42702050663449936
lt	0.4077306733167082
da	0.3815104166666667
pt	0.35549525101763907
et	0.33286516853932585
sl	0.31259044862518093
ro	0.28678678678678676
de	0.2835595776772248
tl	0.27811550151975684
lv	0.27370030581039756
ms	0.26127527216174184
fi	0.2554858934169279
tr	0.250788643533123
eu	0.22889610389610393
sv	0.2263843648208469
hr	0.19217687074829934
cs	0.14721723518850988
hu	0.14721723518850988

reliable

true

passes

true