Run: 2026-02-08-01KGZ02YA6GQ7RP6SS6XWE9VBA

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
15.4s
Cost:
$0.012516
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
# Voice Sheet: Cafe Scene **Selvi:** *[muttering to herself in Hindi while examining photos on camera]* "Yeh kya hai? Yeh tasveeren... yeh bahut ajeeb hai." **Hunter:** "Excuse me, miss. I'm Detective Hunter. I'm investigating the disappearances in town. Were you at the apple festival yesterday evening?" **Selvi:** *[looking up, startled]* "Kya? Main... main samajh nahi pa rahi hoon." **Hunter:** "The festival. Yesterday. Did you see anything unusual?" **Selvi:** *[shaking her head, voice trembling]* "Mujhe nahi pata aap kya keh rahe hain, lekin... lekin maine kuch dekha. Vo aadmi... vo kayab ho gaya. Ek second tha, phir... kuch nahi!" **Hunter:** *[frowning]* "I'm sorry, I don't understand. Do you speak English?" **Selvi:** *[frantically pointing at her camera]* "Dekho! Dekho yeh tasveer! Yahan... yahan kuch galat hai!" **Hunter:** "Your camera? You have photos?" **Selvi:** *[nodding vigorously]* "Haan, haan! Tasveer!" *[turns camera to show him]* **Hunter:** *[leaning in to look]* "Wait... this is... Can I see that?" **Selvi:** *[pulling camera back protectively, upset]* "Mujhe dar lag raha hai. Vo log... vo kahan gaye? Main ghar jana chahti hoon!" **Hunter:** "Hey, it's okay. I'm trying to help. Help. Understand?" **Selvi:** *[tears welling up]* "Help? Mujhe help chahiye. Koi meri baat nahi samajh raha!" **Hunter:** *[pulling out phone]* "Let me call someone who can translate—" *[Hunter's phone rings]* **Hunter:** "Hold on." *[answers]* "Hunter here. What? When? I'll be right there." *[hangs up]* "I have to go. Stay here, okay? Stay. Here." **Selvi:** *[confused]* "Aap kahan ja rahe hain? Ruko!" **Hunter:** *[already backing away]* "I'll be back. I'll find someone who speaks... whatever language that is. Don't leave town!" **Selvi:** *[calling after him desperately]* "Mera matlab samjho! Kuch bahut galat ho raha hai yahan!" --- *[Translation notes for context:]* - *"Yeh kya hai? Yeh tasveeren... yeh bahut ajeeb hai." = "What is this? These photos... this is very strange."* - *"Main samajh nahi pa rahi hoon." = "I don't understand."* - *"Mujhe nahi pata aap kya keh rahe hain, lekin... lekin maine kuch dekha." = "I don't know what you're saying, but... but I saw something."*
created_at"2026-02-08T16:07:05.622264+00:00" 2/8/2026, 4:07:05 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1576
moderation_latency215
generation_time15102
tokens_prompt262
tokens_completion663
native_tokens_prompt307
native_tokens_completion773
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"
usage0.012516
router(null)
provider_responses
0
id"01a5fa2b-65a0-4bee-921c-74b9af9f17b4"
status200
is_byokfalse
latency1576
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770566809-FNXdVbSZKgWlvTvSxl7K"
upstream_id"01a5fa2b-65a0-4bee-921c-74b9af9f17b4"
total_cost0.012516
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
50.00% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"Yeh kya hai? Yeh tasveeren... yeh bahut ajeeb hai."
detectedLang"vi"
heavyLang"ber"
scores
vi0.3857493857493857
nl0.34895833333333337
de0.3403693931398417
no0.3169398907103825
da0.30747922437673125
eu0.29775280898876405
sq0.29577464788732394
it0.2857142857142857
tr0.2668621700879765
ca0.24242424242424243
es0.24242424242424243
ro0.24242424242424243
reliablefalse
passesfalse
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating the disappearances in town. Were you at the apple festival yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.782608695652174
tl0.6471774193548386
nl0.6157224418093984
fr0.5993589743589743
it0.5635910224438903
no0.5519713261648745
pt0.5505906522855675
ro0.5249728555917481
da0.5160398230088495
es0.515235457063712
sv0.5128062360801782
de0.4825547013601419
ca0.4592088998763906
ms0.45380774032459426
sl0.4376606683804627
sq0.4170552964690207
hr0.3504083147735709
cs0.34798807749627425
et0.2833742833742834
az0.2677824267782427
sk0.22634836427939875
lt0.22360248447204967
is0.22083704363312553
lv0.1913123844731978
fi0.18376865671641793
yo0.1822429906542056
pl0.14383561643835618
hu0.07112526539278131
tr0.06316916488222697
reliabletrue
passestrue
2
name"Selvi"
dialogue"Kya? Main... main samajh nahi pa rahi hoon."
detectedLang"tl"
heavyLang"tl"
scores
tl0.5475113122171946
lv0.5037220843672456
eu0.4520547945205479
sl0.42857142857142855
hr0.35064935064935066
sq0.3464052287581699
et0.34210526315789475
fi0.34210526315789475
yo0.33993399339933994
is0.33774834437086093
no0.3333333333333333
en0.3311036789297659
fr0.3055555555555556
da0.3006993006993007
lt0.29328621908127206
sv0.2857142857142857
de0.2805755395683453
ms0.26199261992619927
reliablefalse
passesfalse
3
name"Hunter"
dialogue"The festival. Yesterday. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7895622895622896
tl0.5481927710843374
ms0.5235069885641677
nl0.5210727969348659
et0.5142487046632124
sq0.4509516837481699
no0.4292237442922375
pt0.4257274119448699
cs0.4140625
da0.4140625
es0.4094488188976378
fr0.40664556962025317
ca0.35456110154905335
hr0.34895833333333337
it0.34554973821989526
sv0.34325744308231176
sl0.33274021352313166
lt0.251497005988024
az0.23935091277890466
ro0.23935091277890466
sk0.23935091277890466
yo0.2219917012448133
de0.15730337078651685
hu0.1515837104072398
fi0.14383561643835618
lv0.14383561643835618
pl0.14383561643835618
reliabletrue
passestrue
4
name"Selvi"
dialogue"Mujhe nahi pata aap kya keh rahe hain, lekin... lekin maine kuch dekha. Vo aadmi... vo kayab ho gaya. Ek second tha, phir... kuch nahi!"
detectedLang"tl"
heavyLang"tl"
scores
tl0.4161801501251043
eu0.39130434782608703
fr0.35004642525533886
en0.3445692883895131
sk0.27611168562564636
fi0.26854754440961337
ro0.24078091106290672
it0.23995656894679696
tr0.2324561403508772
nl0.2
et0.18887601390498263
de0.17355371900826447
ca0.14634146341463414
sq0.14320685434516522
no0.13686806411837238
cs0.1315136476426799
lt0.125
ms0.125
is0.1116751269035533
lv0.1116751269035533
reliablefalse
passesfalse
5
name"Hunter"
dialogue"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 tasveer! Yahan... yahan kuch galat hai!"
detectedLang"tl"
heavyLang"tl"
scores
tl0.5200698080279231
ms0.4376278118609407
vi0.36342592592592593
ro0.3544600938967136
nl0.298469387755102
it0.26666666666666666
fi0.24242424242424243
es0.21652421652421652
lv0.21652421652421652
ca0.21428571428571427
et0.21428571428571427
sv0.21428571428571427
tr0.21428571428571427
reliablefalse
passesfalse
7
name"Hunter"
dialogue"Your camera? You have photos?"
detectedLang"en"
heavyLang"en"
scores
en0.7911694510739856
tl0.6354166666666666
fr0.5958429561200923
es0.5056497175141244
ca0.4971264367816092
it0.47447447447447455
ro0.47447447447447455
ms0.4615384615384615
da0.45652173913043476
nl0.45652173913043476
de0.4496855345911949
sv0.31906614785992216
lt0.3137254901960784
pt0.3137254901960784
cs0.308300395256917
hi0.3055555555555556
lv0.2886178861788618
reliabletrue
passestrue
8
name"Selvi"
dialogue"Haan, haan! Tasveer!"
detectedLang"nl"
heavyLang"nl"
scores
nl0.609375
reliabletrue
passesfalse
9
name"Hunter"
dialogue"Wait... this is... Can I see that?"
detectedLang"en"
heavyLang"en"
scores
en0.8495270851246776
tl0.6111111111111112
et0.571078431372549
hu0.5580808080808082
ca0.5512820512820513
yo0.5418848167539267
nl0.4760479041916168
is0.4696969696969697
tr0.45652173913043476
no0.453125
az0.4444444444444444
da0.44267515923566875
hr0.44267515923566875
sv0.44089456869009586
sq0.4336569579288026
pl0.4186046511627907
it0.396551724137931
cs0.375
ro0.33962264150943394
sk0.29149797570850206
be0.2857142857142857
lt0.2647058823529412
lv0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
10
name"Selvi"
dialogue"Mujhe dar lag raha hai. Vo log... vo kahan gaye? Main ghar jana chahti hoon!"
detectedLang"tl"
heavyLang"tlh"
scores
tl0.39458689458689455
et0.37315634218289084
ms0.36377245508982037
lt0.34715821812596004
fi0.32
vi0.2697594501718213
sk0.2685025817555938
de0.2672413793103448
ro0.2314647377938517
cs0.19811320754716982
it0.1904761904761905
en0.18893129770992365
no0.18738049713193117
es0.17953667953667954
pt0.17953667953667954
sv0.17953667953667954
fr0.17153996101364524
nl0.1533864541832669
reliablefalse
passesfalse
11
name"Hunter"
dialogue"Hey, it's okay. I'm trying to help. Help. Understand?"
detectedLang"en"
heavyLang"en"
scores
en0.7938530734632684
no0.5961820851688693
da0.5955882352941176
tl0.5689655172413793
sk0.4455645161290322
cs0.4387755102040817
pl0.4364754098360656
sv0.434156378600823
de0.4123931623931624
nl0.39293598233995586
yo0.3325242718446602
lv0.30730478589420657
sl0.3055555555555556
hr0.2966751918158568
lt0.2744063324538259
is0.21203438395415475
ro0.21203438395415475
reliabletrue
passestrue
12
name"Selvi"
dialogue"Help? Mujhe help chahiye. Koi meri baat nahi samajh raha!"
detectedLang"et"
heavyLang"tl"
scores
et0.5384615384615384
eu0.3548387096774194
en0.30394431554524365
fi0.25742574257425743
is0.2537313432835821
no0.25
lv0.24433249370277077
tl0.24433249370277077
da0.2227979274611399
sv0.21052631578947367
ms0.19137466307277629
reliablefalse
passesfalse
13
name"Hunter"
dialogue"Let me call someone who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.8085758039816233
es0.5069033530571991
sl0.50199203187251
pt0.4959677419354839
no0.4780793319415449
sq0.46808510638297873
it0.4658119658119659
cs0.40617577197149646
fr0.40617577197149646
ro0.4004796163069544
et0.3811881188118812
ca0.37810945273631835
nl0.37027707808564225
ms0.36386768447837153
da0.358974358974359
tr0.358974358974359
hr0.3556701030927836
tl0.3556701030927836
az0.35233160621761656
vi0.26035502958579887
fi0.23076923076923078
pl0.21875
de0.21135646687697163
eu0.21135646687697163
lt0.21135646687697163
lv0.21135646687697163
sk0.20127795527156547
sv0.19093851132686085
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. Stay here, okay? Stay. Here."
detectedLang"en"
heavyLang"en"
scores
en0.8130341880341879
da0.6902654867256637
pl0.6783088235294117
tl0.6634615384615385
yo0.6323529411764706
hr0.5930232558139535
no0.5920745920745921
cs0.5742092457420924
sq0.5721271393643031
sk0.5382585751978892
lv0.5138888888888888
lt0.4883040935672514
ca0.44089456869009586
sv0.44089456869009586
sl0.40878378378378377
it0.396551724137931
ro0.33962264150943394
be0.2857142857142857
tr0.2857142857142857
hu0.2768595041322314
az0.2647058823529412
et0.2647058823529412
is0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
15
name"Selvi"
dialogue"Aap kahan ja rahe hain? Ruko!"
detectedLang"tl"
heavyLang"tl"
scores
tl0.6128318584070797
fi0.5793269230769231
et0.46808510638297873
eu0.44089456869009586
ms0.44089456869009586
lv0.396551724137931
ca0.38380281690140844
de0.3346007604562738
sk0.32432432432432434
da0.3137254901960784
pl0.3137254901960784
sl0.3137254901960784
sq0.3
sv0.3
yo0.3
reliabletrue
passesfalse
16
name"Hunter"
dialogue"I'll be back. I'll find someone who speaks... whatever language that is. Don't leave town!"
detectedLang"en"
heavyLang"en"
scores
en0.8218334953028831
tl0.4416243654822335
nl0.3778280542986425
yo0.3475682087781732
da0.3365500603136309
hu0.33008526187576126
et0.28292046936114734
ro0.2537313432835821
no0.24657534246575344
is0.24242424242424243
lt0.2413793103448276
pt0.21428571428571427
fr0.20520231213872833
sv0.13793103448275862
de0.13657770800627944
ms0.13657770800627944
es0.12420382165605094
eu0.12420382165605094
reliabletrue
passestrue
17
name"Selvi"
dialogue"Mera matlab samjho! Kuch bahut galat ho raha hai yahan!"
detectedLang"ms"
heavyLang"tl"
scores
ms0.4596541786743516
tl0.4427934621099554
et0.3654822335025381
it0.35456110154905335
ca0.34210526315789475
sv0.32432432432432434
vi0.2951127819548872
ro0.2870722433460076
no0.22839506172839508
sk0.22839506172839508
cs0.2203742203742204
sq0.21875
fi0.19006479481641467
es0.16851441241685144
lv0.16851441241685144
tr0.16666666666666666
reliablefalse
passesfalse