Run: 2026-02-08-01KGYYDHJF875KDPTSAXH7ZKPM

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
11.7s
Cost:
$0.010431
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
47.37% 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:** *[muttering to herself while reviewing photos]* "Yeh kya hai? Yeh tasveer... yeh possible kaise hai?" **Hunter:** "Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?" **Selvi:** *[looking up, startled]* "Kya? Kaun hain aap?" **Hunter:** "I'm investigating the disappearances. Were you in town last Tuesday evening?" **Selvi:** *[shaking her head, distressed]* "Mujhe samajh nahi aa raha... main... main uss raat wahan thi. Maine kuch dekha." **Hunter:** "I... sorry, do you speak English?" **Selvi:** *[frantically gesturing to her camera]* "Dekho! Yeh camera... yeh tasveer! Maine isse dekha!" *[voice trembling]* "Woh aadmi... woh gayab ho gaya, bilkul mere saamne se!" **Hunter:** "Ma'am, I don't understand what you're saying. Can you—" **Selvi:** *[tears forming in her eyes]* "Koi meri baat kyu nahi samajh raha? Main pagal nahi hoon! Maine sach mein dekha hai!" **Hunter:** "Okay, okay. Just... calm down. Let me see if I can find a translator." **Selvi:** *[wiping her eyes, pointing at camera screen]* "Yeh... yeh sach hai." **Hunter:** "Is that a photo of something? Can I see?" **Selvi:** *[hesitantly showing the camera]* "Haan... lekin aap samjhoge kaise?" **Hunter:** *[studying the photo]* "Wait, is this... when did you take this?" **Selvi:** "Mangalwar ki raat. Jab woh... jab woh sab hua." **Hunter:** *[phone rings]* "Hold on." *[answering]* "Hunter here... What? Another one? ... I'll be right there." *[to Selvi]* "I have to go. Don't leave town. I'll find someone who can help us communicate." **Selvi:** *[confused]* "Aap kahan ja rahe hain? Meri madad kaun karega?" **Hunter:** *[walking away quickly]* "Stay here. I'll be back." **Selvi:** *[calling after him]* "Rukiye! Please... koi toh meri baat suno!"
created_at"2026-02-08T15:37:52.13646+00:00" 2/8/2026, 3:37:52 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1310
moderation_latency187
generation_time11398
tokens_prompt262
tokens_completion534
native_tokens_prompt307
native_tokens_completion634
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"
usage0.010431
router(null)
provider_responses
0
id"6b9c1f7e-c269-4c22-be6c-e5fd069a26be"
status200
is_byokfalse
latency1310
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770565060-TfVim96KGsK9hQDKvPkL"
upstream_id"6b9c1f7e-c269-4c22-be6c-e5fd069a26be"
total_cost0.010431
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
47.37% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"Yeh kya hai? Yeh tasveer... yeh possible kaise hai?"
detectedLang"fr"
heavyLang"ber"
scores
fr0.6206373292867982
en0.609375
ca0.5437956204379563
it0.4658119658119659
vi0.3857493857493857
nl0.31880108991825606
pt0.3131868131868132
fi0.29577464788732394
es0.2937853107344633
et0.2378048780487805
tl0.2331288343558282
reliabletrue
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? Kaun hain aap?"
detectedLang"eu"
heavyLang"fi"
scores
eu0.5798319327731093
reliabletrue
passesfalse
3
name"Hunter"
dialogue"I'm investigating the disappearances. Were you in town last Tuesday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.8126639190708131
tl0.6770025839793281
nl0.6301775147928995
fr0.5483288166214996
sv0.5421245421245421
pt0.5238095238095238
ro0.5183044315992292
it0.5159728944820909
no0.4939271255060729
de0.4577006507592191
da0.44751381215469616
ms0.44751381215469616
es0.38650306748466257
ca0.3734335839598998
sl0.358974358974359
is0.3315508021390375
cs0.2937853107344633
et0.2917847025495751
hr0.28977272727272724
az0.2877492877492877
sq0.2816091954022989
yo0.2805755395683453
lv0.22360248447204967
sk0.2163009404388715
lt0.20127795527156547
pl0.14383561643835618
fi0.10554561717352416
reliabletrue
passestrue
4
name"Selvi"
dialogue"Mujhe samajh nahi aa raha... main... main uss raat wahan thi. Maine kuch dekha."
detectedLang"et"
heavyLang"tl"
scores
et0.4755244755244755
fi0.4409937888198758
ms0.4109947643979057
tl0.40789473684210525
fr0.3967828418230563
en0.3679775280898876
de0.3333333333333333
no0.3253373313343328
lv0.2913385826771654
eu0.2682926829268293
vi0.256198347107438
ro0.24623115577889448
is0.1847826086956522
da0.16044776119402984
sv0.15094339622641512
reliablefalse
passesfalse
5
name"Hunter"
dialogue"I... sorry, do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7950819672131147
tl0.6107266435986158
hr0.5953237410071942
cs0.5841035120147875
pl0.5445344129554657
pt0.5322245322245323
sq0.5273109243697479
no0.5022123893805309
it0.4886363636363637
da0.48394495412844035
sv0.4827586206896552
sk0.4755244755244755
vi0.4360902255639098
yo0.4230769230769231
ro0.4186046511627907
ca0.38016528925619836
sl0.34782608695652173
de0.24242424242424243
ms0.24242424242424243
be0.23728813559322032
tr0.23728813559322032
hu0.22945205479452058
az0.21875
et0.21875
is0.21875
lt0.21875
lv0.21875
uk0.21875
reliabletrue
passestrue
6
name"Selvi"
dialogue"Woh aadmi... woh gayab ho gaya, bilkul mere saamne se!"
detectedLang"da"
heavyLang"de"
scores
da0.4347826086956522
cs0.4268077601410935
ca0.3992606284658041
fi0.3970315398886827
it0.38446969696969696
no0.36399217221135033
hr0.2903930131004367
sl0.28884026258205686
es0.2857142857142857
et0.2777777777777778
ro0.2696629213483146
pt0.268018018018018
sq0.2562929061784897
tl0.2562929061784897
sk0.2545871559633027
fr0.2511520737327189
yo0.2476851851851852
ms0.23529411764705882
sv0.20924574209245742
reliablefalse
passesfalse
7
name"Hunter"
dialogue"Ma'am, I don't understand what you're saying. Can you—"
detectedLang"en"
heavyLang"en"
scores
en0.798495432563138
no0.5410036719706242
da0.5398773006134969
sv0.4820441988950276
tl0.4627507163323783
cs0.41588785046728977
tr0.39710610932475876
ca0.3644067796610169
pl0.35233160621761656
de0.3397887323943662
nl0.3218806509945751
ro0.3042671614100185
sk0.30037313432835816
az0.27184466019417475
hr0.2704280155642024
is0.267578125
sq0.2632612966601179
it0.23469387755102045
yo0.1883116883116883
be0.15730337078651685
hu0.1515837104072398
et0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
8
name"Selvi"
dialogue"Koi meri baat kyu nahi samajh raha? Main pagal nahi hoon! Maine sach mein dekha hai!"
detectedLang"et"
heavyLang"tl"
scores
et0.5192307692307693
tl0.43045563549160676
de0.4242424242424243
fr0.38391699092088194
lv0.37989556135770236
fi0.35983827493261455
en0.35549525101763907
lt0.309593023255814
it0.2835595776772248
eu0.2578125
ms0.24960505529225907
vi0.24841772151898736
ro0.23633440514469453
is0.17677642980935876
no0.1739130434782609
sl0.16373239436619716
pt0.16225749559082892
ca0.15630550621669628
da0.1532976827094474
es0.14721723518850988
sv0.14414414414414414
sq0.1316270566727605
reliablefalse
passesfalse
9
name"Hunter"
dialogue"Okay, okay. Just... calm down. Let me see if I can find a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7920133111480865
et0.6204453441295545
sv0.5824053452115813
da0.5772266065388951
ca0.5728929384965832
sq0.571917808219178
no0.5341614906832298
cs0.5210727969348659
sl0.5179948586118251
ro0.5098039215686274
it0.5052770448548813
tl0.5046235138705416
hr0.5
pt0.4959677419354839
pl0.49528936742934054
es0.4533527696793003
fr0.43438914027149317
tr0.4335347432024169
nl0.43095599393019723
az0.41770186335403725
ms0.41588785046728977
sk0.4140625
hu0.37290969899665555
vi0.37080536912751677
lt0.36115843270868825
yo0.35456110154905335
de0.34895833333333337
lv0.34782608695652173
fi0.2690058479532163
is0.2690058479532163
eu0.267578125
be0.15730337078651685
uk0.14383561643835618
reliabletrue
passestrue
10
name"Selvi"
dialogue"Yeh... yeh sach hai."
detectedLang"vi"
heavyLang"ber"
scores
vi0.6767241379310345
it0.5714285714285714
reliabletrue
passesfalse
11
name"Hunter"
dialogue"Is that a photo of something? Can I see?"
detectedLang"en"
heavyLang"en"
scores
en0.836244541484716
tl0.6411483253588517
yo0.5940460081190798
hu0.5568685376661743
nl0.5419847328244275
ca0.5391705069124424
cs0.52
is0.5153473344103393
no0.5073891625615764
fr0.5057660626029654
et0.49664429530201337
hr0.455535390199637
it0.4444444444444444
pl0.4350282485875706
ro0.43289224952741023
tr0.42748091603053434
pt0.42084942084942084
da0.4129158512720157
az0.4117647058823529
es0.4117647058823529
sq0.40711462450592883
sk0.402390438247012
sv0.40119760479041916
de0.3333333333333333
lt0.3258426966292135
ms0.3197278911564626
lv0.3071593533487298
vi0.3071593533487298
sl0.23076923076923078
hi0.20424403183023873
be0.1891891891891892
eu0.1891891891891892
fi0.17355371900826447
uk0.17355371900826447
reliabletrue
passestrue
12
name"Selvi"
dialogue"Haan... lekin aap samjhoge kaise?"
detectedLang"fi"
heavyLang"fi"
scores
fi0.4693396226415094
eu0.3951612903225807
fr0.3263473053892215
is0.281150159744409
en0.25742574257425743
et0.25742574257425743
reliablefalse
passesfalse
13
name"Hunter"
dialogue"Wait, is this... when did you take this?"
detectedLang"en"
heavyLang"en"
scores
en0.8472949389179756
tl0.5939675174013921
nl0.4760479041916168
hu0.46808510638297873
yo0.4067796610169492
is0.3445692883895131
cs0.308300395256917
sl0.308300395256917
reliabletrue
passestrue
14
name"Selvi"
dialogue"Mangalwar ki raat. Jab woh... jab woh sab hua."
detectedLang"az"
heavyLang"de"
scores
az0.4094488188976378
sl0.40476190476190477
hu0.34971098265895956
da0.34782608695652173
no0.34210526315789475
yo0.3343195266272189
tr0.3161094224924012
ms0.3055555555555556
tl0.3055555555555556
fr0.24242424242424243
it0.24242424242424243
ro0.24242424242424243
sq0.24242424242424243
reliablefalse
passesfalse
15
name"Hunter"
dialogue"I have to go. Don't leave town. I'll find someone who can help us communicate."
detectedLang"en"
heavyLang"en"
scores
en0.8184647302904563
tl0.5520477815699659
da0.5156826568265683
it0.4385026737967915
pl0.41275167785234906
ca0.4074492099322799
no0.38668224299065423
fr0.37275985663082434
yo0.3644067796610169
ro0.3526510480887793
sk0.34210526315789475
hr0.3269230769230769
nl0.3110236220472441
cs0.3101182654402102
es0.29906542056074764
pt0.29906542056074764
az0.284741144414169
sv0.2827868852459016
lv0.2605633802816902
de0.24242424242424243
lt0.24132947976878616
tr0.21875
sq0.2033383915022762
et0.2009132420091324
sl0.1873065015479876
be0.11764705882352942
hu0.11317567567567569
is0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
16
name"Selvi"
dialogue"Aap kahan ja rahe hain? Meri madad kaun karega?"
detectedLang"tl"
heavyLang"tl"
scores
tl0.635036496350365
et0.5983935742971888
fi0.44547134935304994
ca0.3814432989690722
sv0.375
sl0.3644067796610169
eu0.3150684931506849
ms0.3150684931506849
lv0.27710843373493976
cs0.25
de0.22680412371134018
sk0.21875
da0.21052631578947367
pl0.21052631578947367
es0.20212765957446807
pt0.20212765957446807
sq0.2
yo0.2
reliabletrue
passesfalse
17
name"Hunter"
dialogue"Stay here. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8031496062992126
hu0.4834710743801653
lt0.47257383966244726
yo0.46808510638297873
sq0.4444444444444444
tl0.4444444444444444
reliabletrue
passestrue
18
name"Selvi"
dialogue"Rukiye! Please... koi toh meri baat suno!"
detectedLang"en"
heavyLang"tlh"
scores
en0.5292887029288702
tr0.38524590163934425
et0.3181818181818182
ro0.30769230769230765
tl0.30769230769230765
reliablefalse
passesfalse