Run: 2026-02-08-01KGYY0YY5595FR5XDYXDH4XJ4

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
13.6s
Cost:
$0.011916
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
52.63% 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
# Voice Sheet: Cafe Scene **Selvi:** *[quietly to herself in Hindi]* "Yeh tasveerein... kuch theek nahin lag raha." *(These photos... something doesn't feel right.)* **Hunter:** "Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?" **Selvi:** *[looking up, startled]* "Kya? Aap kaun hain?" *(What? Who are you?)* **Hunter:** "I'm investigating the disappearances here in Alborn. Were you in town last Tuesday evening?" **Selvi:** *[agitated, speaking rapidly in Hindi]* "Haan, main wahan thi! Maine kuch dekha... ek aadmi... aur phir... phir woh gayab ho gaya!" *(Yes, I was there! I saw something... a man... and then... then he disappeared!)* **Hunter:** *[frowning]* "I... I'm sorry, I don't understand. Do you speak English?" **Selvi:** *[desperately, showing her camera]* "Dekho! Dekho yeh photo! Yahan!" *(Look! Look at this photo! Here!)* **Hunter:** "Okay, okay, calm down. Let me see that camera." **Selvi:** *[pulling camera back protectively, anxious]* "Nahin, nahin... mujhe nahin pata aap par bharosa karna chahiye ya nahin." *(No, no... I don't know if I should trust you.)* **Hunter:** *[holding up hands]* "Look, I'm just trying to help. I can see you're upset about something." **Selvi:** *[tearfully]* "Main bahut dar gayi hoon. Main ghar jaana chahti hoon." *(I'm very scared. I want to go home.)* **Hunter:** *[softening slightly]* "I wish I knew what you were saying. Do you have a translator app or something?" **Selvi:** *[shaking head, fumbling with phone]* "Phone... battery khatam ho gayi." *(Phone... battery died.)* **Hunter:** *[sighs]* "This is going nowhere. Listen, I'm going to—" *[Hunter's phone rings]* **Hunter:** *[answering]* "Hunter here. Yeah. Another one? When? I'll be right there." *[to Selvi]* "I have to go. Stay in town, alright? I'll find someone who can translate." **Selvi:** *[confused]* "Kya? Main samjhi nahin..." *(What? I don't understand...)* **Hunter:** *[standing up, handing her his card]* "Here's my card. Call me if... well, just hold onto it." **Selvi:** *[taking card, whispers]* "Bhagwan, mujhe bachao." *(God, save me.)* **Hunter:** *[walking away, muttering to himself]* "I need to find a translator. Fast."
created_at"2026-02-08T15:31:02.162253+00:00" 2/8/2026, 3:31:02 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1726
moderation_latency273
generation_time13247
tokens_prompt262
tokens_completion649
native_tokens_prompt307
native_tokens_completion733
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)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.011916
router(null)
provider_responses
0
id"a2f30b3b-068f-44b3-a797-4fb834d60bcf"
status200
is_byokfalse
latency1725
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770564647-rzQHPU0ArSGGIL1VToyb"
upstream_id"a2f30b3b-068f-44b3-a797-4fb834d60bcf"
total_cost0.011916
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
52.63% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"Yeh tasveerein... kuch theek nahin lag raha."
detectedLang"nl"
heavyLang"tl"
scores
nl0.4954128440366973
tl0.45652173913043476
de0.36046511627906974
eu0.3483412322274882
et0.33894230769230765
no0.26273458445040215
is0.25474254742547425
sv0.25271739130434784
reliablefalse
passesfalse
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7945768282662284
fr0.6214988644965935
it0.6108949416342413
tl0.5918367346938775
ca0.5670995670995671
pt0.5594713656387665
ro0.5192307692307693
sq0.5029821073558649
es0.4939271255060729
no0.4813278008298755
sv0.4669509594882729
nl0.44382647385984425
cs0.43630214205186024
da0.4298745724059293
hr0.38875305623471884
hu0.3834771886559803
et0.38195302843016066
sl0.37810945273631835
de0.3234100135317997
pl0.3160054719562244
ms0.2917847025495751
tr0.2917847025495751
yo0.2917847025495751
sk0.2877492877492877
lt0.2248062015503876
fi0.2163009404388715
is0.2163009404388715
az0.21011058451816747
lv0.21011058451816747
vi0.21011058451816747
be0.12280701754385964
eu0.12280701754385964
uk0.11190053285968028
reliabletrue
passestrue
2
name"Selvi"
dialogue"Kya? Aap kaun hain?"
detectedLang"eu"
heavyLang"fi"
scores
eu0.5798319327731093
reliabletrue
passesfalse
3
name"Hunter"
dialogue"I'm investigating the disappearances here in Alborn. Were you in town last Tuesday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.7999304105775922
tl0.6457178065311153
nl0.5970567624386826
fr0.5135363790186125
sv0.5072836332476436
pt0.4888888888888889
ro0.4833782569631626
it0.4810469314079422
no0.45907808090310437
de0.42326980942828485
da0.413265306122449
ms0.413265306122449
es0.3539325842696629
ca0.3413516609392898
sq0.33983926521239954
sl0.32748538011695905
is0.30133657351154314
cs0.2656449553001277
et0.26376440460947503
hr0.26187419768934533
az0.25997425997426
yo0.2532467532467532
lv0.20027816411682894
sk0.1935483870967742
lt0.1797432239657632
pl0.1274658573596358
fi0.09305993690851734
reliabletrue
passestrue
4
name"Selvi"
dialogue"Haan, main wahan thi! Maine kuch dekha... ek aadmi... aur phir... phir woh gayab ho gaya!"
detectedLang"ms"
heavyLang"de"
scores
ms0.40688018979833923
tl0.3939393939393939
fr0.3718592964824121
en0.3438320209973753
ro0.33510638297872336
fi0.3342210386151798
de0.3103448275862069
et0.24585218702865763
vi0.2366412213740458
ca0.1935483870967742
tr0.1830065359477124
no0.18166939443535188
sk0.18166939443535188
cs0.1749174917491749
it0.1749174917491749
nl0.16666666666666666
lv0.14965986394557826
reliablefalse
passesfalse
5
name"Hunter"
dialogue"I... I'm sorry, I don't understand. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7994652406417112
no0.5828698553948832
da0.5772266065388951
tl0.5300751879699248
sv0.5288944723618091
cs0.5161290322580645
pl0.4806094182825485
hr0.4688385269121813
sk0.438622754491018
de0.4140625
pt0.40570522979397783
sq0.4009584664536741
ro0.3862520458265139
it0.3644067796610169
nl0.3218806509945751
vi0.3169398907103825
yo0.3055555555555556
ca0.2690058479532163
is0.267578125
sl0.24242424242424243
ms0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
et0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
6
name"Selvi"
dialogue"Dekho! Dekho yeh photo! Yahan!"
detectedLang"tl"
heavyLang"ber"
scores
tl0.5430809399477807
fr0.5205479452054795
en0.4942196531791907
ms0.44089456869009586
cs0.3346007604562738
fi0.3346007604562738
hi0.3055555555555556
reliablefalse
passesfalse
7
name"Hunter"
dialogue"Okay, okay, calm down. Let me see that camera."
detectedLang"en"
heavyLang"en"
scores
en0.7540983606557378
tl0.5517928286852589
et0.5408163265306122
it0.5140388768898488
es0.471830985915493
sl0.4617224880382775
fr0.4260204081632653
nl0.4155844155844156
ro0.412532637075718
ms0.4094488188976378
sq0.3967828418230563
cs0.33234421364985167
ca0.3119266055045872
no0.2879746835443038
pt0.281150159744409
sv0.267100977198697
da0.2549668874172185
fi0.25
de0.24242424242424243
reliabletrue
passestrue
8
name"Selvi"
dialogue"Nahin, nahin... mujhe nahin pata aap par bharosa karna chahiye ya nahin."
detectedLang"tl"
heavyLang"tl"
scores
tl0.5198902606310014
sv0.3902439024390244
es0.3613138686131387
ms0.3482309124767225
lv0.3069306930693069
eu0.29577464788732394
fr0.29149797570850206
pl0.2505353319057816
az0.2374727668845316
tr0.2324561403508772
is0.22048997772828507
da0.20993227990970656
nl0.2009132420091324
yo0.19724770642201836
it0.1822429906542056
pt0.1822429906542056
no0.17061611374407584
ro0.17061611374407584
sl0.17061611374407584
reliablefalse
passesfalse
9
name"Hunter"
dialogue"Look, I'm just trying to help. I can see you're upset about something."
detectedLang"en"
heavyLang"en"
scores
en0.8166023166023165
tl0.4290865384615385
et0.4135802469135802
ca0.3807040417209909
pl0.3546195652173913
hr0.3493150684931507
no0.3484224965706447
da0.3384401114206128
sv0.3356643356643356
cs0.3319268635724332
yo0.32045779685264664
sk0.3004418262150221
lv0.2803030303030303
lt0.2601246105919003
tr0.23633440514469453
az0.22764227642276424
sq0.22003284072249588
sl0.2030201342281879
it0.19491525423728812
fi0.1810344827586207
ro0.1592920353982301
es0.1410488245931284
ms0.1410488245931284
pt0.1410488245931284
be0.12844036697247707
hu0.12361623616236161
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
10
name"Selvi"
dialogue"Main bahut dar gayi hoon. Main ghar jaana chahti hoon."
detectedLang"et"
heavyLang"tlh"
scores
et0.46911196911196906
fi0.45436507936507936
ro0.3176178660049628
lt0.314214463840399
sq0.2763157894736842
en0.2647058823529412
es0.25271739130434784
pt0.25271739130434784
fr0.24242424242424243
de0.22096317280453256
reliablefalse
passesfalse
11
name"Hunter"
dialogue"I wish I knew what you were saying. Do you have a translator app or something?"
detectedLang"en"
heavyLang"en"
scores
en0.8191853825656643
tl0.572841726618705
pt0.5202020202020201
pl0.5182555780933064
cs0.5162932790224032
hr0.5103092783505154
da0.5036572622779519
sq0.4973544973544973
sk0.4552752293577982
ro0.4508670520231214
ca0.4235436893203884
no0.4164619164619165
vi0.4114002478314746
sl0.4099378881987578
sv0.4032663316582915
tr0.39490445859872614
de0.39180537772087065
it0.38946015424164526
es0.3766404199475065
yo0.3741765480895916
fr0.36666666666666664
ms0.3546195652173913
et0.34119278779472956
hu0.31948424068767906
lt0.30858806404657935
lv0.29629629629629634
nl0.29629629629629634
az0.28785607196401797
is0.22512234910277326
eu0.2238562091503268
be0.12844036697247707
fi0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
12
name"Selvi"
dialogue"Phone... battery khatam ho gayi."
detectedLang"en"
heavyLang"tr"
scores
en0.6491228070175439
it0.5037220843672456
fr0.4594594594594595
da0.4301994301994302
de0.4301994301994302
vi0.3993993993993994
ca0.375
pl0.358974358974359
no0.35691318327974275
sk0.35691318327974275
cs0.3464052287581699
nl0.2727272727272727
tl0.2727272727272727
reliabletrue
passesfalse
13
name"Hunter"
dialogue"This is going nowhere. Listen, I'm going to—"
detectedLang"en"
heavyLang"en"
scores
en0.8101746393318148
no0.5344506517690875
da0.5247148288973384
nl0.5238095238095238
de0.5136186770428015
yo0.5069033530571991
tl0.4969818913480885
hu0.4834710743801653
lv0.4541484716157206
pl0.4469026548672566
cs0.4369369369369369
hr0.4331065759637188
sk0.4331065759637188
fi0.4292237442922375
sl0.4186046511627907
sv0.39759036144578314
is0.39320388349514557
sq0.36061381074168797
eu0.31880108991825606
lt0.2937853107344633
tr0.21135646687697163
es0.20127795527156547
fr0.20127795527156547
pt0.20127795527156547
ro0.20127795527156547
it0.19093851132686085
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. Stay in town, alright? I'll find someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.809402795425667
da0.5821727019498607
tl0.5596868884540117
pl0.5375128468653648
no0.5087336244541485
yo0.5071193866374589
it0.47058823529411764
ro0.469964664310954
hr0.46619217081850534
sl0.4260204081632653
sv0.40318302387267907
cs0.39597315436241615
ca0.39189189189189183
de0.3902439024390244
az0.3860845839017735
sk0.3723849372384937
lv0.358974358974359
lt0.34210526315789475
nl0.3273542600896861
tr0.3181818181818182
sq0.31402439024390244
pt0.2598684210526316
es0.256198347107438
fr0.2549668874172185
vi0.25124792013311154
ms0.22945205479452058
et0.21328671328671328
be0.1346153846153846
eu0.12959381044487428
hu0.12959381044487428
is0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
15
name"Selvi"
dialogue"Kya? Main samjhi nahin..."
detectedLang"tl"
heavyLang"tl"
scores
tl0.6062992125984252
eu0.494949494949495
en0.39759036144578314
fr0.3697478991596639
de0.34210526315789475
reliabletrue
passesfalse
16
name"Hunter"
dialogue"Here's my card. Call me if... well, just hold onto it."
detectedLang"en"
heavyLang"en"
scores
en0.8188405797101449
tl0.5398773006134969
sq0.43820224719101125
sv0.402390438247012
et0.3963782696177062
da0.3839835728952772
es0.3710691823899371
sk0.3617021276595745
cs0.3492407809110629
nl0.3464052287581699
pl0.23469387755102045
fr0.23273657289002556
no0.23273657289002556
pt0.22680412371134018
sl0.22680412371134018
lv0.2227979274611399
ms0.21875
it0.21052631578947367
ca0.20424403183023873
yo0.20212765957446807
fi0.2
reliabletrue
passestrue
17
name"Selvi"
dialogue"Bhagwan, mujhe bachao."
detectedLang""
heavyLang"ga"
scores
reliablefalse
passesfalse
18
name"Hunter"
dialogue"I need to find a translator. Fast."
detectedLang"en"
heavyLang"en"
scores
en0.8131229235880398
da0.7352941176470588
no0.7035573122529644
pl0.6909340659340659
hr0.6857541899441341
cs0.6549079754601227
sv0.6473354231974922
sk0.6382636655948554
ro0.6341463414634145
et0.6311475409836066
tl0.6186440677966102
sq0.6107266435986158
ca0.60801393728223
yo0.6038732394366197
sl0.5953237410071942
lv0.5886654478976234
lt0.5841035120147875
it0.5738636363636364
de0.5656370656370656
pt0.5553359683794467
hu0.49776785714285715
vi0.4955156950672646
tr0.4827586206896552
es0.48156682027649766
nl0.47058823529411764
fr0.4668246445497631
az0.460431654676259
ms0.4485294117647059
is0.38016528925619836
eu0.3784530386740331
be0.23728813559322032
fi0.21875
uk0.21875
reliabletrue
passestrue