Run: 2026-07-01-01KWE9CSZ396HAZF9Q4G8G1FHA

Run Details

Model:
Claude Sonnet 5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
15.8s
Cost:
$0.010466
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
Selvi: *(scrolling through photos on her camera, pausing on one that makes her frown)* Hunter: "Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions? I heard you were out by Miller's Creek yesterday evening, around the time the Hendricks girl went missing." Selvi: "Main... main samajh nahi paa rahi hoon aap kya keh rahe hain. Kya hua hai?" Hunter: "Uh... I'm sorry, I don't— do you speak English at all?" Selvi: *(shaking her head, holding up the camera with trembling hands)* "Yeh dekhiye. Maine kuch dekha tha. Ek chhaya jaisi cheez, jungle ke paas. Mujhe dar lag raha hai." Hunter: "I don't understand a word of that, but you look pretty shaken up. Can you just... point? Show me on the camera, maybe?" Selvi: *(turning the camera screen toward him, flipping through images quickly, stopping on a blurry shot of the treeline at dusk)* "Yahaan, dekhiye. Yeh soorj dhalne ke baad ka waqt tha. Mujhe laga koi mujhe dekh raha hai." Hunter: *(leaning in, studying the photo)* "Okay... okay, this might actually be something. There's a shape here I can't quite make out. Can you tell me what time you took this?" Selvi: *(pointing to the timestamp on the screen, then to her wrist as if miming a clock)* "Shaam ke saade saat baje ke aas paas. Main sunset ki photo lene ki koshish kar rahi thi, tabhi..." Hunter: "Seven thirty. That lines up with the last time anyone saw her." *(pulling out a small notepad, scribbling)* "This is good. I mean— I wish I could actually talk to you properly. Is there anyone in town who could translate? A husband, a friend, anybody?" Selvi: *(shrugging helplessly, clearly frustrated at the language barrier)* "Mujhe nahi pata aap kya poochh rahe hain. Kya main kisi museebat mein hoon?" Hunter: "You're not in trouble, I promise. I just need—" *(his phone rings sharply; he glances at the screen, jaw tightening)* "Hunter. ... Where? ... I'm five minutes out." *(pocketing the phone, looking back at Selvi with visible frustration)* "I have to go. Don't delete anything on that camera, you hear me? Nothing. I'll find someone who can talk to you properly and we'll sort this out." Selvi: *(watching him rush off, clutching her camera tightly to her chest, whispering to herself)* "Bhagwan jaane yahaan kya ho raha hai..."
created_at"2026-07-01T07:30:46.896Z" 7/1/2026, 7:30:46 AM
model"anthropic/claude-sonnet-5-20260630"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2081
moderation_latency(null)
generation_time15797
tokens_prompt315
tokens_completion594
native_tokens_prompt423
native_tokens_completion962
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"
usage0.010466
router(null)
provider_responses
0
endpoint_id"37b16f45-eeae-45f3-9b85-2137f7c6d61b"
id"msg_016iueLYmwZ1DwVm7aLMz5Td"
is_byokfalse
latency2048
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-1782891046-0oeGs5BMq0lgIrDGtkfS"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782891046-2ylhn7pyjzVAu2nBFXeu"
upstream_id"msg_016iueLYmwZ1DwVm7aLMz5Td"
total_cost0.010466
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 by Miller's Creek yesterday evening, around the time the Hendricks girl went missing."
detectedLang"en"
heavyLang"en"
scores
en0.7871208089409261
tl0.585348997926745
nl0.49409780775716694
da0.4878361075544174
it0.47939262472885036
no0.47414548641542503
fr0.46879150066401065
pt0.4214079074252652
ca0.40594059405940597
sv0.40505701536936045
es0.3886907794192562
ro0.3772703684483653
sq0.3273542600896861
is0.32356257046223225
de0.318955732122588
cs0.30151338766006985
ms0.29036073329390893
et0.2822966507177033
hr0.250936329588015
hu0.25
pl0.22530664945125886
sk0.2197659297789337
yo0.20687376074025116
sl0.20212765957446807
fi0.19517102615694165
tr0.1935483870967742
az0.19300605245460659
lt0.10780669144981414
lv0.099774943735934
vi0.099774943735934
ja0.07692307692307693
be0.05511811023622047
eu0.05511811023622047
uk0.0498812351543943
reliabletrue
passestrue
1
name"Selvi"
dialogue"Main... main samajh nahi paa rahi hoon aap kya keh rahe hain. Kya hua hai?"
detectedLang"eu"
heavyLang"tl"
scores
eu0.4640122511485452
no0.37722419928825623
tl0.360146252285192
vi0.30966469428007887
et0.2290748898678414
fi0.2290748898678414
is0.22566371681415928
it0.2222222222222222
en0.22048997772828507
lv0.21700223713646533
fr0.2009132420091324
da0.19724770642201836
sv0.18604651162790697
de0.1822429906542056
ms0.16864608076009502
reliablefalse
passesfalse
2
name"Hunter"
dialogue"Uh... I'm sorry, I don't— do you speak English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.7976254722072316
tl0.6173469387755102
no0.5525059665871122
da0.507227332457293
hr0.4688385269121813
sq0.4627507163323783
cs0.4573082489146165
it0.4335347432024169
sv0.4292237442922375
pl0.41770186335403725
pt0.40570522979397783
sk0.35233160621761656
vi0.3169398907103825
yo0.3055555555555556
ro0.30167597765363136
et0.2870722433460076
de0.2774566473988439
ca0.2690058479532163
sl0.24242424242424243
ms0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
3
name"Selvi"
dialogue"Yeh dekhiye. Maine kuch dekha tha. Ek chhaya jaisi cheez, jungle ke paas. Mujhe dar lag raha hai."
detectedLang"en"
heavyLang"vi"
scores
en0.36676798378926034
de0.35831622176591377
et0.3272335844994618
fi0.3228602383531961
fr0.31394072447859495
ro0.3055555555555556
ms0.2913832199546485
lt0.27578215527230593
nl0.2206982543640898
tl0.20382165605095542
vi0.20076726342711
sq0.15768194070080863
tr0.1519674355495251
cs0.14148351648351648
it0.13793103448275862
no0.1355463347164592
es0.1295264623955432
pt0.1295264623955432
sv0.1295264623955432
lv0.12342215988779803
yo0.12342215988779803
reliablefalse
passesfalse
4
name"Hunter"
dialogue"I don't understand a word of that, but you look pretty shaken up. Can you just... point? Show me on the camera, maybe?"
detectedLang"en"
heavyLang"en"
scores
en0.8164913139221922
tl0.6401151631477927
nl0.5443499392466585
no0.5426829268292682
fr0.5042961004626569
sv0.5036399735274653
da0.4976557267247153
ca0.4820441988950276
it0.4217424826522745
ro0.41770186335403725
sq0.4004796163069544
yo0.4004796163069544
pl0.39271255060728744
et0.38875305623471884
cs0.3872549019607844
sk0.38474159146841674
hr0.36386768447837153
fi0.3595217762596072
de0.3562231759656652
es0.34895833333333337
pt0.34325744308231176
is0.28639391056137015
ms0.28366762177650434
sl0.2632612966601179
tr0.2299794661190965
hu0.2291880781089414
lv0.2291880781089414
az0.21875
lt0.16201117318435754
vi0.1506228765571914
hi0.10071942446043164
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
5
name"Selvi"
dialogue"Yahaan, dekhiye. Yeh soorj dhalne ke baad ka waqt tha. Mujhe laga koi mujhe dekh raha hai."
detectedLang"et"
heavyLang"ber"
scores
et0.41731409544950054
sq0.3312101910828026
yo0.27083333333333337
pl0.2636746143057504
vi0.23020527859237538
lv0.22680412371134018
ms0.21052631578947367
nl0.1822429906542056
tl0.17711598746081506
is0.1758241758241758
no0.1758241758241758
fi0.16666666666666666
cs0.1640127388535032
hr0.16
it0.16
sl0.15594855305466235
sk0.1264559068219634
reliablefalse
passesfalse
6
name"Hunter"
dialogue"Okay... okay, this might actually be something. There's a shape here I can't quite make out. Can you tell me what time you took this?"
detectedLang"en"
heavyLang"en"
scores
en0.8241833030852994
tl0.5449207281268349
fr0.41816816816816815
es0.38783570300157977
pt0.37900641025641024
ca0.37348423605497166
no0.3699186991869919
sq0.36940602115541094
ro0.34042553191489355
it0.33873720136518776
yo0.33476394849785407
da0.31718061674008813
hu0.30493273542600896
hr0.30180180180180183
cs0.2889908256880734
lt0.249031007751938
de0.23720472440944884
pl0.22962226640159045
nl0.22731804586241278
ms0.225
tr0.22422422422422422
et0.22188755020080322
az0.2131979695431472
sk0.20675537359263052
sv0.20594262295081966
sl0.18677859391395593
fi0.15115005476451257
is0.15115005476451257
lv0.14647577092511013
vi0.14647577092511013
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
7
name"Selvi"
dialogue"Shaam ke saade saat baje ke aas paas. Main sunset ki photo lene ki koshish kar rahi thi, tabhi..."
detectedLang"sl"
heavyLang"vi"
scores
sl0.3495475113122172
tr0.3413516609392898
fr0.32590855803048063
en0.31952662721893493
et0.31137724550898205
az0.29792429792429787
ms0.27490542244640603
da0.27398989898989895
yo0.25902061855670105
cs0.2493472584856397
vi0.21232876712328766
fi0.17857142857142858
hu0.1738505747126437
nl0.15441176470588236
no0.14814814814814814
de0.11944869831546708
hi0.11809815950920245
tl0.11809815950920245
reliablefalse
passesfalse
8
name"Hunter"
dialogue"This is good. I mean— I wish I could actually talk to you properly. Is there anyone in town who could translate? A husband, a friend, anybody?"
detectedLang"en"
heavyLang"en"
scores
en0.8172436035261234
tl0.608475356978351
nl0.4794856093080221
ro0.4558258642765685
cs0.4344644045242848
de0.4221617946974847
it0.4193989071038251
pl0.40848990953375086
hr0.4035087719298246
yo0.39329050678087085
ca0.3911174785100286
no0.3871665465032444
sk0.38583815028901736
sv0.375
sl0.3623405851462866
fr0.3613824192336589
da0.3395493395493396
sq0.3301812450748621
es0.3156199677938808
pt0.31062449310624496
hu0.30725346373268136
lv0.2747440273037543
lt0.27101200686106347
is0.2697594501718213
ms0.2621527777777778
az0.24511545293072823
et0.22303473491773307
vi0.20634920634920634
tr0.19811320754716982
eu0.19735599622285174
be0.07608695652173912
fi0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
9
name"Selvi"
dialogue"Mujhe nahi pata aap kya poochh rahe hain. Kya main kisi museebat mein hoon?"
detectedLang"eu"
heavyLang"tl"
scores
eu0.4162087912087912
de0.38848920863309355
en0.28087986463620984
da0.2722602739726028
ca0.2647058823529412
nl0.2621527777777778
fr0.17153996101364524
ms0.16829745596868884
cs0.1650294695481336
sk0.15841584158415842
ro0.15169660678642716
es0.1361788617886179
fi0.1361788617886179
it0.1361788617886179
no0.1361788617886179
pt0.1361788617886179
reliablefalse
passesfalse
10
name"Hunter"
dialogue"I have to go. Don't delete anything on that camera, you hear me? Nothing. I'll find someone who can talk to you properly and we'll sort this out."
detectedLang"en"
heavyLang"en"
scores
en0.799771167048055
tl0.5653253849975162
da0.4479495268138801
ca0.42509855453350853
pl0.37275985663082434
sq0.3691420331651046
it0.36777456647398843
no0.3654822335025381
yo0.35185185185185186
ro0.34944237918215615
cs0.34407796101949023
et0.3376230128690386
fr0.3330792682926829
es0.328472755180353
hr0.3206521739130435
sv0.2833742833742834
sl0.2816091954022989
ms0.27924217462932455
sk0.27864798021434456
pt0.2714404662781016
nl0.20598911070780399
fi0.20454545454545453
tr0.2023701002734731
lv0.17452830188679244
lt0.1602687140115163
hu0.14717348927875243
az0.13793103448275862
hi0.08759124087591241
de0.07602956705385427
eu0.07602956705385427
be0.07407407407407407
is0.06716417910447761
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue
11
name"Selvi"
dialogue"Bhagwan jaane yahaan kya ho raha hai..."
detectedLang"et"
heavyLang"fi"
scores
et0.5210727969348659
it0.4517543859649123
vi0.3857493857493857
ca0.32432432432432434
no0.30747922437673125
sk0.30747922437673125
cs0.29775280898876405
fi0.29577464788732394
reliablefalse
passesfalse