Run: 2026-05-31-01KSYXCFMS2NWW8JN2DZF2Y4G3

Run Details

Model:: Claude Opus 4.8 (Reasoning, High)
Test:: Language Writing
Scenario:: Character dialogue (Hindi) in a story
Duration:: 17.4s
Cost:: $0.029415
Provider:: Anthropic

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="Selvi">
Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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:

Selvi 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 Hindi, and Hunter looks confused.

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

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

Selvi: "..."
Hunter: "..."

Model response

**Voice Sheet — "An Unspoken Witness"**

---

Hunter: "Excuse me, miss. Mind if I sit? Name's Hunter — I'm a detective. I'd like to ask you a few questions about what happened by the old mill last night."

Selvi: "माफ़ कीजिए... मुझे अंग्रेज़ी नहीं आती। (I'm sorry... I don't know English.)"

Hunter: "...Right. Okay. You don't speak English. That's, uh — that's gonna make this tricky."

Selvi: "मैं वहाँ थी, मिल के पास। मैंने कुछ देखा... कुछ बहुत डरावना। (I was there, near the mill. I saw something... something very frightening.)"

Hunter: "Whoa, slow down. You're upset — I can see that. Did something happen to you? Are you hurt?"

Selvi: "मेरे कैमरे में... देखिए, मेरे कैमरे में है। (In my camera... look, it's in my camera.)"

Hunter: "The camera. You keep pointing at the camera. You got pictures? Photographs?"

Selvi: "हाँ! हाँ, तस्वीरें! एक आदमी... वह किसी को खींच रहा था अँधेरे में। (Yes! Yes, photographs! A man... he was dragging someone into the dark.)"

Hunter: "Okay, okay — easy. I don't understand a word, but you're scared half to death, and you keep tapping that lens. That tells me plenty."

Selvi: "कृपया, कोई समझ जाए। मैं किसी को बता नहीं पा रही हूँ। (Please, someone understand. I can't tell anyone.)"

Hunter: "I wish I had somebody here who spoke your language. Hindi, right? I'll find a translator. I promise. You're not in any trouble — you understand 'okay'? Okay?"

Selvi: "ओके... ओके। (Okay... okay.)"

Hunter: "Good. That's one word down. We'll get there."

*(A phone buzzes sharply.)*

Hunter: "Hang on — Detective Hunter... What? When? Damn it. Yeah, I'm on my way."

Selvi: "क्या हुआ? आप जा रहे हैं? रुकिए— (What happened? You're leaving? Wait—)"

Hunter: "I gotta go, miss. Something's come up. But you — stay right here, all right? Don't go anywhere. I'm coming back for you and that camera. Stay."

Selvi: "रुकिए! मेरी बात तो सुनिए! (Wait! Please, just hear me out!)"

Hunter: "I'm sorry. Stay safe. I'll be back."

*(Footsteps fade. The cafe door chimes. Selvi clutches the camera to her chest.)*

Selvi: "...कोई तो समझो। (...somebody, please understand.)"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. Mind if I sit? Name's Hunter — I'm a detective. I'd like to ask you a few questions about what happened by the old mill last night."

detectedLang

"en"

heavyLang

"en"

scores

en	0.801869538711644
tl	0.5903361344537815
fr	0.49948665297741274
no	0.4979402677651905
da	0.46546052631578944
it	0.4460227272727273
ca	0.401840490797546
nl	0.4007375537799632
cs	0.3996305418719212
pt	0.3944099378881987
sq	0.3745991019884541
ro	0.3564356435643564
sl	0.3555849306014541
yo	0.3495663775850567
sv	0.3460764587525151
hr	0.34343434343434337
es	0.33356117566643884
pl	0.3317340644276902
sk	0.32525951557093424
de	0.2903930131004367
et	0.28361498897869214
hu	0.24183514774494555
ms	0.22557585385226367
lv	0.2073170731707317
lt	0.2034313725490196
tr	0.17442845046570704
fi	0.12398921832884095
is	0.12398921832884095
az	0.12003610108303249
vi	0.12003610108303249
be	0.06698564593301436
eu	0.06698564593301436
uk	0.06069364161849711

reliable

true

passes

true

name

"Selvi"

dialogue

"माफ़ कीजिए... मुझे अंग्रेज़ी नहीं आती।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8847517730496454
mr	0.878731343283582

reliable

true

passes

true

name

"Hunter"

dialogue

"...Right. Okay. You don't speak English. That's, uh — that's gonna make this tricky."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7743467933491687
tl	0.6160064672594988
cs	0.2759146341463415
ro	0.2658423493044822
no	0.24722662440570525
da	0.2351046698872786
de	0.2351046698872786
et	0.20168067226890754
fi	0.19491525423728812
sq	0.1739130434782609
sk	0.17247386759581881
it	0.16520210896309317
fr	0.13479052823315119
yo	0.13479052823315119
hr	0.1316270566727605
ms	0.1316270566727605
sv	0.1316270566727605

reliable

true

passes

true

name

"Selvi"

dialogue

"मैं वहाँ थी, मिल के पास। मैंने कुछ देखा... कुछ बहुत डरावना।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8852040816326531
mr	0.880509824747743

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. You're upset — I can see that. Did something happen to you? Are you hurt?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7954811063498247
tl	0.5047169811320754
no	0.40136830102622584
da	0.38739789964994165
cs	0.37425506555423127
pl	0.3320610687022901
hr	0.3269230769230769
sv	0.31282722513089006
ro	0.3119266055045872
et	0.3073878627968338
yo	0.29906542056074764
ca	0.2905405405405405
sk	0.279835390946502
lv	0.2605633802816902
lt	0.24132947976878616
hu	0.23469387755102045
tr	0.21875
az	0.21052631578947367
sq	0.2033383915022762
sl	0.1873065015479876
it	0.1796875
fi	0.16666666666666666
nl	0.16134185303514376
de	0.1449511400651466
es	0.12935323383084577
ms	0.12935323383084577
pt	0.12935323383084577
be	0.11764705882352942
is	0.10714285714285714
uk	0.10714285714285714
vi	0.10714285714285714

reliable

true

passes

true

name

"Selvi"

dialogue

"मेरे कैमरे में... देखिए, मेरे कैमरे में है।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8923444976076556
mr	0.884318766066838

reliable

true

passes

true

name

"Hunter"

dialogue

"The camera. You keep pointing at the camera. You got pictures? Photographs?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7962607861936721
tl	0.691358024691358
fr	0.6395250212044106
ro	0.5159453302961275
no	0.4879518072289156
da	0.48547215496368035
nl	0.44005270092226617
sv	0.42333785617367703
it	0.41460055096418735
ca	0.3902439024390244
ms	0.36186186186186187
de	0.34514637904468415
yo	0.20112781954887218
es	0.18893129770992365
et	0.18738049713193117
pl	0.17794970986460348
lt	0.16829745596868884
lv	0.16338582677165356
cs	0.1550695825049702
sq	0.1550695825049702
hi	0.1533864541832669
is	0.15
hr	0.1361788617886179
pt	0.1361788617886179

reliable

true

passes

true

name

"Selvi"

dialogue

"हाँ! हाँ, तस्वीरें! एक आदमी... वह किसी को खींच रहा था अँधेरे में।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8834992586316458
mr	0.8817712811693895

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, okay — easy. I don't understand a word, but you're scared half to death, and you keep tapping that lens. That tells me plenty."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7988058151609554
tl	0.5961438249088067
no	0.502247912652537
da	0.4695414099931554
cs	0.44324712643678155
sv	0.4271988174427199
pl	0.4065849923430322
sk	0.3921568627450981
ca	0.38783570300157977
it	0.3854084060269627
nl	0.38247011952191234
fr	0.36940602115541094
hr	0.3642329778506973
yo	0.36318816762530814
ro	0.32958477508650524
et	0.32842287694974004
pt	0.3260869565217392
sq	0.31355181576616475
es	0.28637200736648255
sl	0.2783985102420857
de	0.251207729468599
lv	0.2475728155339806
lt	0.24316406250000003
fi	0.22577422577422576
ms	0.225
hu	0.22344689378757512
is	0.21479229989868287
tr	0.1594360086767896
az	0.14647577092511013
vi	0.14647577092511013
be	0.08284023668639054
eu	0.08284023668639054
uk	0.07517899761336516

reliable

true

passes

true

name

"Selvi"

dialogue

"कृपया, कोई समझ जाए। मैं किसी को बता नहीं पा रही हूँ।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8855421686746988
mr	0.8715521903731747

reliable

true

passes

true

name

"Hunter"

dialogue

"I wish I had somebody here who spoke your language. Hindi, right? I'll find a translator. I promise. You're not in any trouble — you understand 'okay'? Okay?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7763363900693357
tl	0.6110462854920263
ro	0.4845360824742268
nl	0.47451392538097736
da	0.47285187137585666
no	0.44506104328523866
cs	0.4324631101021567
de	0.43214082907438955
pl	0.4008388256440983
sv	0.3898718730933496
it	0.38233477455219267
fr	0.37772246421904176
sq	0.37460913070669166
et	0.3556701030927836
ca	0.35442220787604906
sk	0.3368700265251989
ms	0.32523616734143057
hr	0.31412894375857336
pt	0.302649930264993
sl	0.302649930264993
yo	0.30118798043326345
is	0.2826398852223816
es	0.2630803242446574
tr	0.22360248447204967
az	0.2163009404388715
lt	0.21568627450980393
hu	0.1823385118560916
vi	0.18099918099918103
eu	0.17695473251028807
lv	0.16666666666666666
hi	0.07235621521335807
be	0.06542056074766354
fi	0.059266227657572904
uk	0.059266227657572904

reliable

true

passes

true

name

"Selvi"

dialogue

"ओके... ओके।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.7409326424870466
mr	0.7354497354497355

reliable

false

passes

true

name

"Hunter"

dialogue

"Good. That's one word down. We'll get there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8124147339699864
tl	0.40476190476190477
de	0.39293598233995586
sq	0.39293598233995586
is	0.26666666666666666
hr	0.2403314917127072
pl	0.2403314917127072

reliable

true

passes

true

name

"Hunter"

dialogue

"Hang on — Detective Hunter... What? When? Damn it. Yeah, I'm on my way."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7914349276974416
tl	0.5860927152317881
fr	0.4993324432576769
ca	0.47405329593267886
ro	0.4533527696793003
sq	0.38825448613376834
it	0.3862520458265139
cs	0.3832236842105263
pt	0.3832236842105263
es	0.3218806509945751
pl	0.3194192377495462
de	0.31444241316270566
da	0.30683918669131244
sk	0.30037313432835816
no	0.2964352720450282
hr	0.29245283018867924
et	0.29111531190926276
yo	0.2870722433460076
fi	0.2857142857142857
nl	0.27884615384615385
sv	0.267578125
sl	0.251497005988024
lv	0.18655097613882862
hi	0.1830065359477124
ms	0.1359447004608295
tr	0.1359447004608295

reliable

true

passes

true

name

"Selvi"

dialogue

"क्या हुआ? आप जा रहे हैं? रुकिए—"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8889786031489705
mr	0.87928007023705

reliable

true

passes

true

name

"Hunter"

dialogue

"I gotta go, miss. Something's come up. But you — stay right here, all right? Don't go anywhere. I'm coming back for you and that camera. Stay."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7965412004069176
tl	0.64943032427695
it	0.4996873045653533
no	0.39984996249062266
da	0.36254980079681276
fr	0.33554817275747506
sq	0.32432432432432434
de	0.3162393162393162
sv	0.31565440547476475
ro	0.3019197207678883
yo	0.2963940193491645
ca	0.2945326278659612
es	0.25788497217068646
pt	0.2438563327032136
nl	0.2366412213740458
pl	0.2263056092843327
cs	0.1861648016276704
hu	0.1794871794871795
et	0.1587802313354364
hr	0.14802981895633652
fi	0.12280701754385964
ms	0.08256880733944955
sk	0.08256880733944955
be	0.08045977011494253
tr	0.08045977011494253
az	0.07300115874855156
is	0.07300115874855156
lt	0.07300115874855156
lv	0.07300115874855156
uk	0.07300115874855156
vi	0.07300115874855156

reliable

true

passes

true

name

"Selvi"

dialogue

"रुकिए! मेरी बात तो सुनिए!"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8992443324937027
mr	0.8922994076467421

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry. Stay safe. I'll be back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7752808988764045
tl	0.5
hu	0.36908517350157727
lt	0.358974358974359
yo	0.3548387096774194
it	0.3333333333333333
pt	0.3333333333333333

reliable

true

passes

true

name

"Selvi"

dialogue

"...कोई तो समझो।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8841698841698842
mr	0.8671390611160319

reliable

true

passes

true