Run: 2026-07-01-01KWE8ZS3EX20XQSVCCX9MK5ZG

Run Details

Model:: Claude Sonnet 5 (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Spanish) in a story
Duration:: 17.6s
Cost:: $0.014700
Provider:: Amazon Bedrock

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="Maria">
Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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:

Maria 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 Spanish, and Hunter looks confused.

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

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

Maria: "..."
Hunter: "..."

Model response

**Scene: The Cider Mill Café, Alborn, MN — mid-afternoon**

*Maria sits at a small corner table, scrolling through photos on her camera, pausing on one that makes her frown. She doesn't notice Hunter approach until his shadow falls across the table.*

Hunter: "Afternoon. Detective Hunter, Alborn PD. Mind if I ask you a few questions?"

*Maria looks up, startled. Her eyes are red-rimmed, and her hands tremble slightly as she sets the camera down.*

Maria: "¿Qué? Yo... no entiendo bien. ¿Qué pasó?"
*(What? I... don't understand well. What happened?)*

Hunter: *(pulling out the chair across from her without waiting for an answer)* "There was another disappearance last night. Same as the others. You were seen near the orchard yesterday evening — taking pictures, according to a witness."

Maria: *(shaking her head, voice cracking)* "Yo solo estaba tomando fotos... del atardecer. Vi algo extraño, pero no sé qué era. Me asusté mucho."
*(I was only taking pictures... of the sunset. I saw something strange, but I don't know what it was. I got really scared.)*

Hunter: *(leaning forward, brow furrowed)* "Slow down — I don't — look, I don't speak Spanish. Can you just... point? Show me on the camera?"

*Maria hesitates, then turns the camera toward him, flipping through images with shaking fingers. She stops on a blurred shot of the tree line at dusk — a shape at the edge of the frame, indistinct.*

Maria: "Ahí. Justo ahí. Algo se movía entre los árboles. No era un animal, estoy segura."
*(There. Right there. Something was moving between the trees. It wasn't an animal, I'm sure of it.)*

Hunter: *(squinting at the photo, then at her)* "I have no idea what you're saying, but that—" *(he taps the screen)* "—I need someone to translate this. Now."

Maria: "Por favor... tengo miedo. Esa noche no pude dormir."
*(Please... I'm scared. That night I couldn't sleep.)*

Hunter: *(softening slightly, though clearly still lost)* "Okay. Okay, I hear you. Just — stay calm. I'll get someone from the station who speaks Spanish, alright? Don't go anywhere."

*His phone buzzes sharply. He glances at the screen, jaw tightening.*

Hunter: "Damn it. I have to take this." *(standing quickly)* "Stay here. I mean it — don't leave town. I'll be back."

Maria: *(watching him go, clutching her camera to her chest)* "Espera... ¡espera! No entendí nada de lo que dijo..."
*(Wait... wait! I didn't understand anything he said...)*

*Hunter is already out the door, phone pressed to his ear, leaving Maria alone with her photographs and her fear.*

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Afternoon. Detective Hunter, Alborn PD. Mind if I ask you a few questions?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7774480712166172
tl	0.6302816901408451
it	0.6087928464977646
fr	0.5816733067729083
ca	0.5550847457627118
ro	0.5493562231759657
pt	0.5426829268292682
da	0.47500000000000003
es	0.46808510638297873
no	0.467005076142132
sv	0.45482866043613707
cs	0.42434210526315785
sq	0.40543601359003395
hr	0.37722419928825623
nl	0.375
hu	0.37200956937799046
sk	0.3462017434620174
de	0.31282722513089006
pl	0.3055555555555556
sl	0.29149797570850206
et	0.2895805142083897
tr	0.2818057455540356
yo	0.2818057455540356
lt	0.2164179104477612
is	0.2081447963800905
az	0.20212765957446807
lv	0.20212765957446807
vi	0.20212765957446807
ms	0.18856259659969088
be	0.11764705882352942
eu	0.11764705882352942
fi	0.10714285714285714
uk	0.10714285714285714

reliable

true

passes

true

name

"Maria"

dialogue

"¿Qué? Yo... no entiendo bien. ¿Qué pasó?"

detectedLang

"es"

heavyLang

"es"

scores

es	0.8221343873517788
pt	0.6066433566433567
fr	0.5786516853932584
ca	0.49324324324324326
it	0.4668246445497631
en	0.46428571428571425
tl	0.412532637075718
lv	0.3679775280898876
hr	0.3098159509202454
no	0.30124223602484473
yo	0.29467084639498436
fi	0.2879746835443038
sk	0.2879746835443038
tr	0.281150159744409
et	0.2549668874172185
nl	0.2549668874172185
pl	0.25

reliable

true

passes

true

name

"Hunter"

dialogue

"There was another disappearance last night. Same as the others. You were seen near the orchard yesterday evening — taking pictures, according to a witness."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8125585754451734
tl	0.6492458786390739
nl	0.5511669658886894
no	0.5032290114257327
da	0.473407056345445
fr	0.468367889420521
de	0.4658119658119659
yo	0.40191387559808617
it	0.34895833333333337
pt	0.33377748167888077
sv	0.32840832773673606
cs	0.3256911665542818
sk	0.3169398907103825
sq	0.30891499654457505
ms	0.30313588850174217
et	0.27901946647440523
ro	0.274310595065312
es	0.2711370262390671
hr	0.2673992673992674
lv	0.25925925925925924
pl	0.2570579494799406
sl	0.25650557620817843
is	0.24698795180722888
ca	0.23430321592649314
hu	0.19289749798224373
lt	0.15682967959527827
tr	0.14015477214101463
fi	0.12510936132983377
az	0.06542056074766354
eu	0.06542056074766354
vi	0.06542056074766354

reliable

true

passes

true

name

"Maria"

dialogue

"Yo solo estaba tomando fotos... del atardecer. Vi algo extraño, pero no sé qué era. Me asusté mucho."

detectedLang

"es"

heavyLang

"es"

scores

es	0.7984472977008062
pt	0.6309458720612358
it	0.5794392523364486
ca	0.5478901540522438
en	0.4298986486486487
tl	0.41709844559585496
no	0.412532637075718
sv	0.40371024734982336
sk	0.37902483900643974
fr	0.32499999999999996
da	0.3091095189355169
nl	0.30769230769230765
lv	0.28191489361702127
sl	0.2726293103448276
ro	0.2647058823529412
cs	0.2606790799561884
pl	0.25083240843507215
de	0.23814898419864558
sq	0.23814898419864558
eu	0.22945205479452058
yo	0.21052631578947367
hr	0.199288256227758
et	0.18967587034813926
tr	0.18967587034813926
ms	0.18772563176895307
lt	0.17481662591687042
is	0.15413533834586465
vi	0.12903225806451613
fi	0.09999999999999999
az	0.08038147138964578

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down — I don't — look, I don't speak Spanish. Can you just... point? Show me on the camera?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8041044776119403
tl	0.6043707611152976
fr	0.515235457063712
ca	0.4842829076620825
sv	0.47761194029850745
da	0.45652173913043476
sq	0.45595854922279794
et	0.44089456869009586
no	0.43910256410256415
nl	0.4330453563714903
it	0.4020501138952164
ro	0.38452520515826494
pl	0.3651753325272068
yo	0.33879093198992444
cs	0.32950191570881227
ms	0.308300395256917
hr	0.3018617021276596
fi	0.3
es	0.2768595041322314
pt	0.2391304347826087
de	0.23133235724743775
sk	0.21875
tr	0.21875
az	0.21052631578947367
hu	0.2081447963800905
sl	0.1435562805872757
hi	0.13793103448275862
be	0.11764705882352942
is	0.10714285714285714
lt	0.10714285714285714
lv	0.10714285714285714
uk	0.10714285714285714
vi	0.10714285714285714

reliable

true

passes

true

name

"Maria"

dialogue

"Ahí. Justo ahí. Algo se movía entre los árboles. No era un animal, estoy segura."

detectedLang

"es"

heavyLang

"es"

scores

es	0.7962962962962963
ca	0.7093023255813954
pt	0.7061965811965812
it	0.6391076115485563
fr	0.6048850574712644
ro	0.5655608214849921
en	0.5013599274705349
lv	0.40476190476190477
tl	0.3742889647326508
hr	0.35672514619883045
eu	0.3176178660049628
ms	0.3176178660049628
no	0.29757343550446996
de	0.28104575163398693
yo	0.2791612057667104
sq	0.2537313432835821
fi	0.2445054945054945
da	0.21763869132290184
sv	0.2109038737446198
et	0.207492795389049
cs	0.19825072886297376
sl	0.1935483870967742
sk	0.1419656786271451
tr	0.13793103448275862
az	0.12140575079872205
pl	0.12
nl	0.09983633387888707

reliable

true

passes

true

name

"Hunter"

dialogue

"—I need someone to translate this. Now."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8269896193771626
tl	0.6159754224270354
hr	0.6111975116640747
no	0.6105919003115265
pl	0.5697074010327022
da	0.5503597122302158
cs	0.5412844036697247
sk	0.5164410058027079
et	0.5107632093933464
ro	0.5069033530571991
it	0.5029821073558649
lv	0.50199203187251
lt	0.4834710743801653
yo	0.47257383966244726
ca	0.4600431965442765
sq	0.4517543859649123
sv	0.44071588366890374
sl	0.4186046511627907
pt	0.3872549019607844
es	0.38271604938271603
vi	0.3765586034912718
tr	0.34725848563968675
az	0.32795698924731176
fr	0.24242424242424243
be	0.21875
de	0.21135646687697163
eu	0.21135646687697163
hu	0.21135646687697163
is	0.20127795527156547
nl	0.20127795527156547
uk	0.20127795527156547
ms	0.19093851132686085

reliable

true

passes

true

name

"Maria"

dialogue

"Por favor... tengo miedo. Esa noche no pude dormir."

detectedLang

"es"

heavyLang

"es"

scores

es	0.7739018087855297
pt	0.6062992125984252
it	0.4720965309200603
ca	0.44881889763779526
sq	0.35779816513761464
de	0.3482309124767225
en	0.3346007604562738
fr	0.32038834951456313
no	0.31640625
lv	0.2723492723492723
eu	0.24078091106290672
is	0.2391304347826087
az	0.23076923076923078
ms	0.22566371681415928
hr	0.22394678492239467
sk	0.20634920634920634
tr	0.2009132420091324
tl	0.18604651162790697
hu	0.18032786885245902
pl	0.1764705882352941
ro	0.17061611374407584
da	0.1566265060240964
nl	0.1566265060240964
sl	0.1566265060240964
sv	0.1566265060240964

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay. Okay, I hear you. Just — stay calm. I'll get someone from the station who speaks Spanish, alright? Don't go anywhere."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7969248621990136
tl	0.5951417004048583
sv	0.452697419859265
no	0.44044764188649077
da	0.43910256410256415
yo	0.4171523730224813
sq	0.3843447669305189
de	0.37888198757763975
fr	0.34210526315789475
et	0.34148635936030103
nl	0.3076162215628091
pl	0.29789368104312935
ro	0.2608236536430834
cs	0.26004228329809725
it	0.2374727668845316
ca	0.2349726775956284
hr	0.22394678492239467
is	0.18887601390498263
hu	0.16467780429594273
lt	0.16467780429594273
ms	0.16367980884109917
sk	0.15764139590854392
tr	0.15560916767189384
az	0.15254237288135594
lv	0.15254237288135594
fi	0.10485933503836317
es	0.10025706940874037
pt	0.10025706940874037
zh	0.0990990990990991
be	0.09090909090909091
sl	0.08256880733944955
uk	0.08256880733944955
vi	0.08256880733944955

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay here. I mean it — don't leave town. I'll be back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8154457694491767
sq	0.496124031007752
yo	0.45652173913043476
tl	0.4357638888888889
hu	0.36149312377210213
lt	0.35000000000000003
lv	0.3143459915611814
no	0.30851063829787234
da	0.2995689655172413
hr	0.2995689655172413
ca	0.29805615550755943
sv	0.29805615550755943
pl	0.2793791574279379
it	0.26136363636363635
cs	0.24418604651162787
ro	0.21686746987951808
sk	0.181360201511335
be	0.17721518987341772
tr	0.17721518987341772
az	0.16237113402061853
et	0.16237113402061853
is	0.16237113402061853
uk	0.16237113402061853
vi	0.16237113402061853

reliable

true

passes

true

name

"Maria"

dialogue

"Espera... ¡espera! No entendí nada de lo que dijo..."

detectedLang

"es"

heavyLang

"es"

scores

es	0.8096885813148788
pt	0.788135593220339
ca	0.7681281618887015
it	0.6153846153846154
fr	0.5782208588957055
no	0.5585874799357945
en	0.5476973684210527
tl	0.5192307692307693
tr	0.4821092278719397
yo	0.45652173913043476
ro	0.45
da	0.4073275862068965
eu	0.38752783964365256
sk	0.3792325056433409
nl	0.3574766355140187
cs	0.3483412322274882
lv	0.3226600985221675
sv	0.2930591259640103
hr	0.26861702127659576
hu	0.260752688172043
vi	0.2486338797814208
pl	0.21428571428571427
de	0.19590643274853803
az	0.1863905325443787
ms	0.1863905325443787
sq	0.1863905325443787

reliable

true

passes

true