Run: 2026-07-01-01KWEADTHPQVVBC9JSANC70JGC

Run Details

Model:
Claude Sonnet 5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
15.5s
Cost:
$0.010006
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
50.00% 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

AI
# Scene: Cafe in Alborn, MN Selvi: *(scrolling through photos on her camera screen, pausing on one with a furrowed brow)* Hunter: "Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions? I heard you were out near the orchard yesterday evening, around the time the Peterson girl went missing." Selvi: "Maine... maine kuch dekha tha. Ek aadmi, wahan jungle ke paas khada tha. Mujhe bahut dar lag raha hai." *(her hands trembling slightly as she clutches the camera)* Hunter: *(blinking, leaning back slightly)* "I'm sorry—I didn't catch any of that. Do you speak English at all?" Selvi: "Nahi... English nahi aati mujhe. Main samajh nahi pa rahi." *(shaking her head, gesturing helplessly toward the camera)* Hunter: "Okay, okay—just, hold on a second." *(pulls out his phone, thumbs through it) "*Let me see if I can find someone who—do you have anyone with you? A friend, a professor?" Selvi: *(pointing at the camera screen, tapping it insistently)* "Yeh dekhiye. Isme kuch hai. Mujhe laga koi cheez ajeeb thi, lekin main bata nahi sakti aapko kya." Hunter: "You want me to look at your camera?" *(takes it gently, studying the screen)* "There's someone in the background here. Can you tell me anything about—" *(sighs, rubbing his temple)* "This isn't gonna work, is it." Selvi: "Mujhe khed hai... main sirf itna keh sakti hoon ki woh aadmi dara hua tha. Sacchi mein dara hua." *(voice shaking, eyes welling up slightly)* Hunter: "Hey—hey, it's alright. You're not in trouble. I just need to figure out what you saw." *(gestures calmly, palms open)* "We'll get a translator, okay? Someone from the college, maybe." Selvi: *(nodding slowly, though clearly still unsettled, pointing again at the photo)* "Woh... woh wahan tha. Main sach keh rahi hoon." Hunter: *(phone buzzes; he glances at it, jaw tightening)* "Damn it. I have to take this." *(stands quickly, handing the camera back)* "Stay here—don't go anywhere. I'll send someone who can talk to you properly. That photo might be important." Selvi: *(clutching the camera to her chest, watching him go, whispering to herself)* "Bhagwan, bachao humein..."
created_at"2026-07-01T07:48:48.835Z" 7/1/2026, 7:48:48 AM
model"anthropic/claude-sonnet-5-20260630"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2279
moderation_latency(null)
generation_time15467
tokens_prompt315
tokens_completion561
native_tokens_prompt423
native_tokens_completion916
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"end_turn"
service_tier"default"
usage0.010006
router(null)
provider_responses
0
endpoint_id"37b16f45-eeae-45f3-9b85-2137f7c6d61b"
id"msg_01T9Vusca8G7j2wa2dNv7XDJ"
is_byokfalse
latency2279
model_permaslug"anthropic/claude-sonnet-5-20260630"
provider_name"Amazon Bedrock"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.17.0; linux; x64))"
http_referer(null)
request_id"req-1782892128-1JLadyBDpNsNN2P3kRfT"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782892128-BTHJ8IQXJOtrvq2m8dNd"
upstream_id"msg_01T9Vusca8G7j2wa2dNv7XDJ"
total_cost0.010006
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
50.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions? I heard you were out near the orchard yesterday evening, around the time the Peterson girl went missing."
detectedLang"en"
heavyLang"en"
scores
en0.7897196261682243
tl0.6152530779753762
nl0.5208688245315162
no0.5194361384023921
da0.49528936742934054
sv0.48956442831215974
fr0.4818056195301705
it0.4813278008298755
pt0.47723048327137546
ca0.4183040330920373
ro0.392548596112311
sq0.3679775280898876
es0.3615209988649262
de0.3466898954703833
is0.2951127819548872
et0.2834394904458599
hr0.2632612966601179
ms0.2593811718235681
cs0.25595238095238093
sl0.25447316103379725
yo0.217663421418637
hu0.21657381615598886
sk0.20042643923240938
pl0.17035398230088497
fi0.1610738255033557
tr0.15477084898572502
az0.14965986394557826
lt0.1141732283464567
lv0.10572337042925278
vi0.10572337042925278
be0.058577405857740586
eu0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
1
name"Selvi"
dialogue"Maine... maine kuch dekha tha. Ek aadmi, wahan jungle ke paas khada tha. Mujhe bahut dar lag raha hai."
detectedLang"ms"
heavyLang"vi"
scores
ms0.37996031746031744
de0.35831622176591377
et0.3272335844994618
tl0.31768558951965065
fr0.31394072447859495
ro0.3055555555555556
en0.2913832199546485
fi0.2865296803652968
lt0.27578215527230593
sq0.26210153482880755
pt0.251497005988024
nl0.2206982543640898
vi0.20076726342711
tr0.1519674355495251
cs0.14148351648351648
it0.13793103448275862
no0.1355463347164592
es0.1295264623955432
sv0.1295264623955432
lv0.12342215988779803
yo0.12342215988779803
reliablefalse
passesfalse
2
name"Hunter"
dialogue"I'm sorry—I didn't catch any of that. Do you speak English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8197343453510437
tl0.6540422432629278
no0.5397286821705427
da0.4483159117305459
sv0.4398584905660377
it0.4324970131421744
hr0.41066997518610426
sq0.40476190476190477
cs0.3994943109987357
de0.3886743886743887
yo0.36918990703851257
ca0.3632707774798928
pl0.36155913978494625
pt0.35020519835841313
sk0.3004418262150221
vi0.26810477657935283
ro0.2543171114599686
is0.24242424242424243
et0.24121405750798725
nl0.2096505823627288
sl0.20168067226890754
fr0.1607773851590106
ms0.1316270566727605
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
3
name"Selvi"
dialogue"Nahi... English nahi aati mujhe. Main samajh nahi pa rahi."
detectedLang"en"
heavyLang"tl"
scores
en0.5315161839863715
tl0.46808510638297873
lv0.4246861924686192
no0.3982494529540482
hr0.39560439560439564
eu0.375
da0.3648960739030023
sv0.3559718969555035
de0.3529411764705882
sl0.3529411764705882
ms0.34210526315789475
sq0.27821522309711283
et0.2744063324538259
fi0.2744063324538259
yo0.2724867724867725
is0.27055702917771884
fr0.24242424242424243
lt0.23184357541899442
ro0.207492795389049
reliablefalse
passesfalse
4
name"Hunter"
dialogue"Let me see if I can find someone who—do you have anyone with you? A friend, a professor?"
detectedLang"en"
heavyLang"en"
scores
en0.8180013236267372
da0.5733126454615981
pt0.5631453534551231
tl0.548440065681445
cs0.5311167945439046
ca0.5149911816578483
sq0.49679780420860015
et0.4845360824742268
no0.4811320754716981
sv0.4786729857819905
it0.46341463414634143
nl0.4607843137254902
sl0.4586614173228346
hr0.4433198380566802
pl0.4427558257345492
az0.4270833333333333
sk0.41921858500527986
es0.41113490364025695
fr0.39956331877729256
ro0.3559718969555035
de0.3436754176610978
ms0.3436754176610978
tr0.3428912783751493
yo0.3405275779376499
hu0.33894230769230765
vi0.30730478589420657
lt0.28104575163398693
lv0.26666666666666666
fi0.2637215528781794
is0.2005813953488372
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
5
name"Selvi"
dialogue"Yeh dekhiye. Isme kuch hai. Mujhe laga koi cheez ajeeb thi, lekin main bata nahi sakti aapko kya."
detectedLang"eu"
heavyLang"tl"
scores
eu0.3329775880469584
vi0.3329775880469584
sq0.251497005988024
en0.2460796139927624
is0.24242424242424243
tl0.17328042328042328
no0.1519674355495251
it0.13793103448275862
fi0.13073713490959665
fr0.12342215988779803
de0.11095305832147938
reliablefalse
passesfalse
6
name"Hunter"
dialogue"This isn't gonna work, is it."
detectedLang"en"
heavyLang"en"
scores
en0.7867803837953091
tl0.5798319327731093
yo0.494949494949495
nl0.4428969359331476
hu0.4350282485875706
et0.375
fi0.36507936507936506
it0.3197278911564626
is0.3150684931506849
lv0.3006993006993007
sq0.3006993006993007
reliabletrue
passestrue
7
name"Selvi"
dialogue"Mujhe khed hai... main sirf itna keh sakti hoon ki woh aadmi dara hua tha. Sacchi mein dara hua."
detectedLang"it"
heavyLang"de"
scores
it0.3902439024390244
sq0.38380281690140844
yo0.2886178861788618
de0.27884615384615385
vi0.23020527859237538
az0.2290748898678414
sl0.22566371681415928
hu0.1873065015479876
tr0.16534181240063595
lv0.16
en0.15865384615384615
fr0.1435562805872757
reliablefalse
passesfalse
8
name"Hunter"
dialogue"We'll get a translator, okay? Someone from the college, maybe."
detectedLang"en"
heavyLang"en"
scores
en0.7882477501323452
tl0.6219281663516069
no0.5365005793742758
nl0.5277449822904369
ro0.4838709677419355
fr0.48119325551232167
pt0.47299077733860345
yo0.4269340974212034
sq0.4261119081779053
it0.42196531791907516
es0.4177583697234352
ca0.4143484626647145
de0.40828402366863903
da0.4065281899109792
ms0.394856278366112
sv0.394856278366112
pl0.37694704049844235
hr0.3710691823899371
sl0.3442622950819672
sk0.3254637436762226
cs0.32318104906937395
et0.313893653516295
is0.30434782608695654
vi0.2831541218637993
hu0.2805755395683453
lt0.27140255009107467
tr0.25925925925925924
eu0.25512104283054005
lv0.25512104283054005
az0.2438563327032136
fi0.13606911447084233
reliabletrue
passestrue
9
name"Selvi"
dialogue"Woh... woh wahan tha. Main sach keh rahi hoon."
detectedLang"ms"
heavyLang"de"
scores
ms0.5192307692307693
tl0.3679775280898876
sq0.34210526315789475
en0.3055555555555556
fi0.281150159744409
fr0.281150159744409
de0.25742574257425743
reliablefalse
passesfalse
10
name"Hunter"
dialogue"Stay here—don't go anywhere. I'll send someone who can talk to you properly. That photo might be important."
detectedLang"en"
heavyLang"en"
scores
en0.806149732620321
tl0.5833333333333334
fr0.4715743440233236
ca0.38870151770657674
yo0.3544078361531611
da0.34090909090909094
cs0.33608058608058605
es0.3299445471349353
pt0.3287037037037037
ro0.3287037037037037
no0.3068833652007648
pl0.2995169082125604
sq0.29816069699903197
lt0.28359683794466406
it0.2814667988107037
sk0.20851528384279477
hr0.20417124039517012
sl0.19889502762430938
tr0.17800453514739228
de0.1733181299885975
sv0.14806110458284372
lv0.14403778040141677
hu0.13895486935866982
ms0.12650602409638553
az0.09600997506234414
hi0.09600997506234414
eu0.0903387703889586
nl0.08919597989949749
et0.07525510204081631
reliabletrue
passestrue
11
name"Selvi"
dialogue"Bhagwan, bachao humein..."
detectedLang""
heavyLang"ga"
scores
reliablefalse
passesfalse