Run: 2026-07-01-01KWE9TMXCEMDHPGMDA42V44SK

Run Details

Model:
Claude Sonnet 5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
13.9s
Cost:
$0.009962
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
100.00% 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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
# Café Scene - Alborn, MN Melanie: *(scrolling through photos on her camera screen, pausing on one that makes her frown)* Hunter: "Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions?" Melanie: "Entschuldigung... ich verstehe nicht. Sprechen Sie Deutsch?" Hunter: *(pulling out a small notepad, unfazed)* "I'm gonna take that as a no on English. Look, I just need to know if you were near the orchard yesterday evening. Around six, six-thirty?" Melanie: "Der Wald... ich war im Wald. Ich habe Fotos gemacht. Aber dann... dann habe ich etwas gehört. Eine Stimme. Es hat mir Angst gemacht." Hunter: *(leaning in, trying to catch something familiar)* "A voice? Did you say voice? Was there someone with you? A person — did you see a *person*?" Melanie: *(hands trembling slightly as she sets the camera down)* "Ich weiß nicht, was ich gesehen habe. Es war dunkel. Und dann war die Frau weg. Einfach... weg." Hunter: "Weg — gone? Are you saying someone disappeared? Ma'am, this is important. Did you see the woman who went missing? Sarah Jennings — blonde hair, red jacket?" Melanie: *(shaking her head, pulling the camera protectively toward her chest)* "Ich habe Bilder gemacht. Vielleicht... vielleicht ist es auf den Fotos." Hunter: *(pointing at the camera, slowly)* "Photos? You have photos? Can I—can I see them?" Melanie: *(nodding hesitantly, beginning to turn the camera toward him)* "Ja. Hier. Aber ich bin mir nicht sicher, ob—" *(Hunter's phone rings sharply. He glances at the screen, jaw tightening.)* Hunter: "Hunter." *(pause)* "Where? ...Alright, I'm on my way." *(pockets the phone, looking back at Melanie with frustration)* Hunter: "I have to go. Stay right here — don't leave town. I'll send someone who speaks German, alright? Just... stay put." Melanie: *(confused, watching him stand)* "Was? Ich verstehe nicht—" Hunter: *(already walking backward toward the door, pointing firmly at the camera)* "Keep that safe. I'll be back." Melanie: *(alone again, looking down at her camera screen, whispering to herself)* "Was ist hier nur passiert..."
created_at"2026-07-01T07:38:20.471Z" 7/1/2026, 7:38:20 AM
model"anthropic/claude-sonnet-5-20260630"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2956
moderation_latency(null)
generation_time13890
tokens_prompt319
tokens_completion560
native_tokens_prompt416
native_tokens_completion913
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"
usage0.009962
router(null)
provider_responses
0
endpoint_id"37b16f45-eeae-45f3-9b85-2137f7c6d61b"
id"msg_012WxGBK6z1JhjGPZoMEUNuV"
is_byokfalse
latency2956
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-1782891500-iCSqoDsm8T8uoGnzBcE3"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782891500-UYRh7HHclw4NLWkSB0Ab"
upstream_id"msg_012WxGBK6z1JhjGPZoMEUNuV"
total_cost0.009962
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
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7688104245481294
it0.6199032480995161
fr0.5988329686360321
tl0.5686274509803921
ca0.5435684647302904
ro0.5378151260504201
pt0.5358649789029536
sq0.4791666666666667
es0.4701348747591522
no0.4575936883629191
sv0.4433198380566802
nl0.4204425711275026
cs0.4130202774813233
da0.4066882416396979
hr0.3663594470046083
hu0.3612078977932636
et0.359720605355064
sl0.3559718969555035
de0.302915082382763
pl0.29577464788732394
ms0.2724867724867725
tr0.2724867724867725
yo0.2724867724867725
sk0.26861702127659576
lt0.20863309352517986
fi0.2005813953488372
is0.2005813953488372
az0.19472913616398244
lv0.19472913616398244
vi0.19472913616398244
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung... ich verstehe nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8372271160474913
nl0.5473908413205538
pl0.34815950920245403
sk0.3122977346278317
lt0.28209459459459457
sv0.2796610169491525
ca0.2722602739726028
da0.256993006993007
it0.24911660777385158
no0.247787610619469
is0.24242424242424243
en0.236983842010772
ms0.2085661080074488
sl0.20560747663551404
cs0.1904761904761905
hr0.1533864541832669
hu0.1448692152917505
es0.1290983606557377
fr0.1290983606557377
pt0.1290983606557377
az0.121900826446281
ro0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm gonna take that as a no on English. Look, I just need to know if you were near the orchard yesterday evening. Around six, six-thirty?"
detectedLang"en"
heavyLang"en"
scores
en0.8109010011123471
tl0.6073903002309469
no0.5040840140023337
sv0.4713930348258706
da0.4393139841688654
et0.42991281019450034
hr0.42489851150202973
yo0.4193989071038251
ca0.4076655052264809
nl0.3997175141242938
pl0.38181818181818183
cs0.38001458789204956
pt0.37454010301692425
sk0.37037037037037035
it0.3684992570579495
fr0.366144668158091
sq0.3516399694889397
ro0.3134087237479806
lv0.3122977346278317
es0.2892976588628763
fi0.2784380305602716
ms0.26534140017286084
hu0.2647058823529412
sl0.2537313432835821
de0.24977934686672548
lt0.22656960873521384
is0.22586520947176683
tr0.21658986175115208
az0.1353001017293998
vi0.1353001017293998
hi0.08993576017130622
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
3
name"Melanie"
dialogue"Der Wald... ich war im Wald. Ich habe Fotos gemacht. Aber dann... dann habe ich etwas gehört. Eine Stimme. Es hat mir Angst gemacht."
detectedLang"de"
heavyLang"de"
scores
de0.8279323200458847
nl0.5264404104183109
no0.3736951983298539
da0.33035714285714285
sk0.3281075027995521
es0.3258426966292135
ca0.318955732122588
pl0.3119266055045872
hr0.3095512082853855
lv0.297423887587822
sv0.2857142857142857
tr0.2822966507177033
lt0.2805755395683453
en0.24146649810366622
hu0.24050632911392408
pt0.19246298788694483
it0.1902834008097166
ro0.18588873812754408
fi0.13544668587896252
fr0.11764705882352942
ms0.11504424778761062
cs0.10044977511244377
sl0.10044977511244377
et0.09502262443438914
sq0.09502262443438914
az0.08952959028831564
reliabletrue
passestrue
4
name"Hunter"
dialogue"A voice? Did you say voice? Was there someone with you? A person — did you see a person?"
detectedLang"en"
heavyLang"en"
scores
en0.8287671232876712
de0.576271186440678
tl0.55410225921522
pt0.48700410396716826
es0.4427934621099554
sq0.4427934621099554
et0.4377811094452773
fr0.42660550458715596
nl0.42660550458715596
cs0.41770186335403725
sv0.38016528925619836
ms0.37913907284768217
no0.37810945273631835
ca0.3760399334442596
ro0.37290969899665555
da0.3697478991596639
hu0.3686868686868687
it0.36224489795918363
is0.3578767123287671
yo0.35456110154905335
sk0.33510638297872336
ja0.3218806509945751
hr0.3131868131868132
pl0.3042671614100185
lt0.29111531190926276
lv0.27884615384615385
tr0.2774566473988439
az0.25595238095238093
sl0.1935483870967742
eu0.15730337078651685
vi0.15730337078651685
fi0.14383561643835618
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich weiß nicht, was ich gesehen habe. Es war dunkel. Und dann war die Frau weg. Einfach... weg."
detectedLang"de"
heavyLang"de"
scores
de0.8499399759903962
nl0.5644599303135889
en0.35064935064935066
yo0.25925925925925924
ca0.22720247295208654
es0.22720247295208654
sk0.19871794871794873
is0.1935483870967742
lv0.1935483870967742
eu0.18699186991869918
pl0.18699186991869918
hu0.16943521594684383
cs0.16666666666666666
lt0.1539763113367174
fi0.14965986394557826
da0.1334488734835355
no0.1334488734835355
reliabletrue
passestrue
6
name"Hunter"
dialogue"Weg — gone? Are you saying someone disappeared? Ma'am, this is important. Did you see the woman who went missing? Sarah Jennings — blonde hair, red jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.7712341623650868
tl0.6051032806804374
nl0.5215897939156036
fr0.43445475638051045
sv0.4304906542056075
da0.41371016235718583
no0.3709677419354838
ro0.3701550387596899
ms0.34782608695652173
it0.34343434343434337
es0.324792243767313
is0.3186582809224318
pt0.29805615550755943
de0.2846661775495231
ca0.275092936802974
sq0.22680412371134018
tr0.20408163265306126
et0.19421487603305784
yo0.18885191347753744
hr0.181360201511335
fi0.13945278022947924
hu0.13640389725420726
sl0.13333333333333333
cs0.1325622775800712
eu0.12477558348294435
az0.12162162162162163
lv0.07407407407407407
lt0.06787762906309751
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich habe Bilder gemacht. Vielleicht... vielleicht ist es auf den Fotos."
detectedLang"de"
heavyLang"de"
scores
de0.8369565217391305
nl0.6559633027522936
no0.5167525773195877
sv0.506578947368421
da0.46428571428571425
es0.4360902255639098
ca0.42835365853658536
tr0.4140625
lv0.4038155802861685
fi0.39320388349514557
lt0.3842364532019704
eu0.37707641196013286
sk0.33745583038869253
az0.32553956834532377
pl0.3169398907103825
cs0.30037313432835816
en0.29245283018867924
pt0.27606177606177607
hi0.2203742203742204
hu0.21383647798742136
fr0.1758241758241758
ms0.17218543046357618
ru0.1648106904231626
hr0.1515837104072398
sl0.1515837104072398
et0.14383561643835618
it0.14383561643835618
sq0.14383561643835618
ro0.1359447004608295
reliabletrue
passestrue
8
name"Hunter"
dialogue"Photos? You have photos? Can I—can I see them?"
detectedLang"en"
heavyLang"en"
scores
en0.8306519898391194
ca0.588477366255144
da0.588477366255144
et0.5381062355658198
tl0.5348837209302325
cs0.47780678851174935
fr0.47643979057591623
tr0.42363112391930835
no0.42028985507246375
lt0.41690962099125367
az0.4117647058823529
hr0.41002949852507375
sv0.40828402366863903
lv0.40119760479041916
sq0.40119760479041916
pl0.38650306748466257
it0.36507936507936506
ro0.3103448275862069
yo0.30313588850174217
es0.2857142857142857
pt0.2857142857142857
hi0.2779783393501805
sk0.2647058823529412
de0.26199261992619927
nl0.26199261992619927
be0.25925925925925924
hu0.250936329588015
is0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ja. Hier. Aber ich bin mir nicht sicher, ob—"
detectedLang"de"
heavyLang"de"
scores
de0.8460246360582306
nl0.5378151260504201
sl0.4575936883629191
sk0.43064182194616984
pl0.4148936170212766
fr0.4008714596949891
sv0.3721461187214612
et0.358974358974359
fi0.3574766355140187
da0.3559718969555035
lv0.2948717948717949
ca0.2838541666666667
cs0.26666666666666666
hr0.26666666666666666
ms0.24242424242424243
tr0.24242424242424243
en0.22969187675070027
sq0.21428571428571427
yo0.21428571428571427
it0.207492795389049
tl0.207492795389049
reliabletrue
passestrue
10
name"Hunter"
dialogue"Where? ...Alright, I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8161764705882353
tl0.5661605206073753
fr0.47780678851174935
pl0.46808510638297873
cs0.44598337950138506
sk0.44598337950138506
et0.4350282485875706
de0.4318181818181818
fi0.42857142857142855
yo0.4269340974212034
ca0.3311036789297659
hr0.3055555555555556
hi0.29577464788732394
sq0.2805755395683453
da0.27007299270072993
no0.27007299270072993
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have to go. Stay right here — don't leave town. I'll send someone who speaks German, alright? Just... stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8111211846479298
tl0.5261561789234268
da0.4260789715335169
hr0.37810945273631835
yo0.375
pl0.37122736418511065
no0.3441762854144806
sv0.3315508021390375
et0.3272335844994618
sq0.3272335844994618
ca0.3235930735930736
ro0.2865296803652968
cs0.27409988385598144
sk0.2460796139927624
it0.24150485436893204
lv0.22839506172839508
lt0.21085858585858586
de0.1925064599483204
es0.19146183699870634
tr0.1830065359477124
az0.17546174142480211
sl0.16219839142091153
nl0.11095305832147938
pt0.11095305832147938
fr0.10586552217453504
be0.10071942446043164
ms0.10071942446043164
hu0.09682080924855492
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
12
name"Melanie"
dialogue"Was? Ich verstehe nicht—"
detectedLang"de"
heavyLang"de"
scores
de0.8424842484248425
nl0.6765249537892791
en0.5489690721649484
sk0.41471571906354515
pl0.396551724137931
cs0.36363636363636365
yo0.3320610687022901
lt0.3055555555555556
hu0.29149797570850206
it0.29149797570850206
is0.2768595041322314
es0.2647058823529412
fr0.2647058823529412
no0.2647058823529412
pt0.2647058823529412
az0.25213675213675213
ca0.25213675213675213
ro0.25213675213675213
sq0.25213675213675213
sv0.25213675213675213
reliabletrue
passestrue
13
name"Hunter"
dialogue"Keep that safe. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8197115384615384
tl0.5714285714285714
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
reliabletrue
passestrue
14
name"Melanie"
dialogue"Was ist hier nur passiert..."
detectedLang"de"
heavyLang"de"
scores
de0.8390064397424103
nl0.6384297520661157
en0.5700245700245701
it0.5320855614973261
fr0.515235457063712
no0.5042492917847025
ms0.4852941176470589
ca0.38811188811188807
hi0.37722419928825623
pt0.37275985663082434
tr0.34944237918215615
yo0.3320610687022901
da0.31906614785992216
sv0.308300395256917
et0.27083333333333337
is0.27083333333333337
reliabletrue
passestrue