Run: 2026-07-01-01KWEABGDB08AMCSNN32Q8589T

Run Details

Model:
Claude Sonnet 5
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
16.8s
Cost:
$0.010068
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Marie: *(scrolling through photos on her camera screen, murmuring to herself)* "Ah, celle-là est floue... dommage." Hunter: "Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions about last night?" Marie: *(startled, looking up)* "Je... je suis désolée, je ne comprends pas." Hunter: "You were here yesterday evening, weren't you? Down by the orchard road. Did you see anything unusual? Anyone hanging around who shouldn't have been?" Marie: *(shaking her head, voice trembling)* "Je ne sais pas ce que vous me demandez. Il s'est passé quelque chose de terrible hier soir, je... j'ai entendu du bruit, des cris peut-être, mais je n'ai rien vu clairement. C'était trop sombre." Hunter: *(frowning, leaning in slightly)* "Ma'am, I'm gonna need you to slow down. English? Do you speak any English at all?" Marie: *(gripping her camera tightly, eyes wide)* "Non... non, je ne parle pas anglais. Je suis française. Je suis ici pour mes études. Je ne comprends rien de ce que vous dites." Hunter: *(rubbing his forehead)* "French. Great." *(sighs)* "Okay. Camera. You take pictures?" *(gestures at the camera)* "Photos? Last night? Anything?" Marie: *(catching the word "photos," nodding slowly)* "Photos... oui, j'ai pris des photos hier soir. Mais elles ne montrent rien d'utile, je pense. Juste les arbres, le ciel... et une ombre, peut-être. Je ne suis pas sûre." Hunter: "An... ombre? What's that mean?" *(pulls out a small notepad, clearly frustrated)* "Look, I need someone who can translate this. Can you—stay here? Just—stay. I'll get someone." Marie: *(anxious, clutching the camera closer to her chest)* "Je ne comprends pas ce qu'il se passe... j'ai peur. Ces disparitions, c'est vraiment effrayant." Hunter's phone buzzes sharply. He glances at the screen, jaw tightening. Hunter: "Dispatch. Hold on." *(answers) *"Hunter... yeah. Where?" *(pause, voice hardening)* "I'm on my way." *(hangs up, looks back at Marie, pointing firmly at the ground)* "Stay. Right here. I'll be back." Marie: *(watching him rush off, whispering to herself)* "Quelque chose ne va pas du tout dans cette ville..."
created_at"2026-07-01T07:47:32.916Z" 7/1/2026, 7:47:32 AM
model"anthropic/claude-sonnet-5-20260630"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2077
moderation_latency(null)
generation_time16724
tokens_prompt316
tokens_completion563
native_tokens_prompt409
native_tokens_completion925
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"
usage0.010068
router(null)
provider_responses
0
endpoint_id"37b16f45-eeae-45f3-9b85-2137f7c6d61b"
id"msg_01Xj8UxuACEf4SZWRejmJxP9"
is_byokfalse
latency2076
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-1782892052-UBujkgnaphJ4O1i8QFxt"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782892052-WC6ePixfEZupDn8266Ke"
upstream_id"msg_01Xj8UxuACEf4SZWRejmJxP9"
total_cost0.010068
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"Marie"
dialogue"Ah, celle-là est floue... dommage."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7289156626506025
it0.4827586206896552
da0.4730679156908665
no0.4730679156908665
en0.4230769230769231
tl0.4230769230769231
vi0.4109947643979057
et0.34971098265895956
fi0.34593023255813954
de0.32432432432432434
ro0.30769230769230765
yo0.281150159744409
sl0.25742574257425743
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions about last night?"
detectedLang"en"
heavyLang"en"
scores
en0.7869990533291259
tl0.6001184834123223
it0.5706106870229007
fr0.5700636942675159
ca0.4924812030075188
ro0.4866920152091255
pt0.48473282442748095
no0.4435284418796373
sq0.42845046570702794
es0.4196044711951848
nl0.4135534317984361
da0.4005328596802842
sv0.3935309973045822
cs0.3644067796610169
et0.36380772855796417
hr0.3202416918429003
de0.3168016194331984
hu0.3154158215010142
sl0.3105209397344229
yo0.29319371727748694
pl0.2549668874172185
ms0.23382519863791143
tr0.23382519863791143
sk0.2303306727480046
lt0.17682926829268292
fi0.16974169741697415
is0.16974169741697415
az0.1646039603960396
lv0.1646039603960396
vi0.1646039603960396
be0.09395973154362416
eu0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
2
name"Marie"
dialogue"Je... je suis désolée, je ne comprends pas."
detectedLang"fr"
heavyLang"fr"
scores
fr0.81089258698941
ca0.5934959349593496
nl0.5519713261648745
sl0.5462794918330308
it0.5395948434622468
lt0.5353159851301116
hr0.5318352059925093
sq0.4877049180327869
cs0.4780793319415449
en0.4658119658119659
ro0.46120689655172414
es0.4529540481400437
tl0.40191387559808617
yo0.3946731234866829
de0.3857493857493857
sk0.3670886075949367
pt0.32795698924731176
lv0.2917847025495751
tr0.2732558139534884
pl0.2668621700879765
fi0.26035502958579887
ms0.251497005988024
hu0.24698795180722888
reliabletrue
passestrue
3
name"Hunter"
dialogue"You were here yesterday evening, weren't you? Down by the orchard road. Did you see anything unusual? Anyone hanging around who shouldn't have been?"
detectedLang"en"
heavyLang"en"
scores
en0.8018120045300113
tl0.5651093439363817
nl0.4877049180327869
da0.3691420331651046
no0.338124054462935
ms0.26097972972972977
sv0.24438687392055264
sq0.24111014744145706
et0.2391304347826087
cs0.19280442804428044
pt0.1602687140115163
es0.14965986394557826
fr0.14883268482490272
de0.14131501472031402
sk0.13452027695351138
pl0.11883182275931521
is0.1116751269035533
yo0.10896130346232179
hu0.10714285714285714
tr0.09607438016528924
ro0.09043659043659043
it0.08568443051201673
reliabletrue
passestrue
4
name"Marie"
dialogue"Je ne sais pas ce que vous me demandez. Il s'est passé quelque chose de terrible hier soir, je... j'ai entendu du bruit, des cris peut-être, mais je n'ai rien vu clairement. C'était trop sombre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8136553369111509
ca0.5733788395904437
en0.4689889549702634
nl0.46236559139784944
es0.4399641577060932
pt0.42634235888022026
de0.4191449814126394
it0.4167055529631358
ro0.3645144890696492
no0.34623430962343094
da0.33190807055050775
sq0.31917211328976036
sv0.2965672481710748
tl0.2762015055008685
cs0.2599171107164002
hu0.24471299093655588
sl0.237339841366687
hr0.21728240450845335
tr0.21679197994987467
eu0.20382165605095542
yo0.20382165605095542
sk0.20178799489144317
az0.19562419562419564
et0.19510624597553122
lt0.1925064599483204
fi0.19146183699870634
ms0.19146183699870634
pl0.14792092706203136
lv0.07612712490761271
vi0.07338769458858413
is0.049429657794676805
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I'm gonna need you to slow down. English? Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.781021897810219
tl0.5351239669421488
no0.4868871151653364
da0.43820224719101125
et0.4353826850690088
cs0.4318181818181818
hr0.4063324538258575
pl0.3818681318681319
sk0.3697478991596639
sl0.3487698986975398
yo0.32330827067669177
sq0.29577464788732394
it0.2694805194805195
pt0.25742574257425743
de0.24242424242424243
sv0.24242424242424243
ca0.22813036020583194
lv0.21328671328671328
fi0.20353982300884957
vi0.19786096256684493
lt0.18772563176895307
ms0.13793103448275862
ro0.13793103448275862
reliabletrue
passestrue
6
name"Marie"
dialogue"Non... non, je ne parle pas anglais. Je suis française. Je suis ici pour mes études. Je ne comprends rien de ce que vous dites."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8166259168704157
ca0.6575342465753424
es0.5965331739390317
it0.55
en0.5481927710843374
pt0.5457604306864065
ro0.5143884892086331
lt0.5044052863436124
sq0.4791666666666667
nl0.4701726844583987
sl0.4689221085759244
cs0.39570277529095793
de0.39298561151079137
hr0.38580527752502275
ms0.3829981718464351
sk0.3465634075508229
yo0.3330039525691699
hu0.31886982845610495
lv0.3181818181818182
tr0.31749241658240646
tl0.3147208121827411
et0.3105209397344229
da0.266304347826087
no0.2647058823529412
sv0.26229508196721313
eu0.2598684210526316
pl0.2524916943521595
az0.22502870264064295
fi0.11533420707732633
is0.08038147138964578
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos? Last night? Anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8097050428163654
tl0.6965098634294385
fr0.5614035087719298
nl0.42528735632183906
de0.42028985507246375
sq0.3333333333333333
es0.2857142857142857
lt0.2857142857142857
pt0.2857142857142857
ms0.2805755395683453
et0.2779783393501805
hi0.2779783393501805
da0.27007299270072993
no0.27007299270072993
yo0.27007299270072993
ca0.26199261992619927
lv0.26199261992619927
reliabletrue
passestrue
8
name"Marie"
dialogue"Photos... oui, j'ai pris des photos hier soir. Mais elles ne montrent rien d'utile, je pense. Juste les arbres, le ciel... et une ombre, peut-être. Je ne suis pas sûre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.805077968812475
ca0.5949314499376818
no0.4873817034700315
es0.476931330472103
nl0.4380403458213256
it0.427144535840188
pt0.42136498516320475
da0.420332936979786
de0.39138576779026213
et0.3836915297092288
ro0.375
en0.3701550387596899
sl0.30007178750897345
sv0.2799113737075332
tl0.27455357142857145
lt0.263595166163142
yo0.2608036391205459
hr0.26024279210925644
hu0.23708920187793428
sq0.23349056603773585
sk0.23046566692975531
lv0.20081967213114754
cs0.19019933554817275
ms0.17860151642796968
tr0.1356382978723404
fi0.13101604278074866
pl0.08536585365853659
hi0.07319391634980989
eu0.06787762906309751
az0.058880308880308874
reliabletrue
passestrue
9
name"Hunter"
dialogue"Look, I need someone who can translate this. Can you—stay here? Just—stay. I'll get someone."
detectedLang"en"
heavyLang"en"
scores
en0.8187633262260128
tl0.4791666666666667
ca0.46338383838383834
et0.4606598984771573
sq0.4186046511627907
sv0.4129834254143646
no0.3997175141242938
hr0.39458689458689455
ro0.37683284457478006
it0.37315634218289084
cs0.36281859070464767
tr0.33070866141732286
da0.32216905901116427
az0.3189102564102564
pl0.3156199677938808
is0.2772108843537415
pt0.27101200686106347
es0.2672413793103448
vi0.2621527777777778
sk0.2410714285714286
lt0.23423423423423423
lv0.23423423423423423
yo0.169921875
fr0.15841584158415842
be0.1414141414141414
de0.1361788617886179
eu0.1361788617886179
hu0.1361788617886179
nl0.1290983606557377
uk0.1290983606557377
ms0.121900826446281
sl0.121900826446281
reliabletrue
passestrue
10
name"Marie"
dialogue"Je ne comprends pas ce qu'il se passe... j'ai peur. Ces disparitions, c'est vraiment effrayant."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8113998323554066
ca0.6166950596252129
it0.5579567779960707
en0.556795797767564
ro0.5175125089349536
pt0.4874715261958998
de0.4538834951456311
sq0.4521103896103896
tl0.44214876033057854
nl0.43983402489626555
cs0.424061433447099
hr0.4155844155844156
es0.3907942238267148
sl0.3907942238267148
da0.3767313019390581
sv0.3553008595988539
no0.35344827586206895
lt0.3471953578336557
yo0.33035714285714285
sk0.29096638655462187
fi0.21965317919075145
et0.19161676646706588
pl0.18967587034813926
ms0.18082524271844658
hu0.17682926829268292
lv0.13239074550128535
tr0.1222366710013004
eu0.11879895561357702
is0.08783783783783784
az0.08536585365853659
reliabletrue
passestrue
11
name"Hunter"
dialogue"Stay. Right here. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8144220572640508
tl0.6323529411764706
yo0.5125348189415042
hu0.4006849315068493
lt0.3902439024390244
sq0.36363636363636365
da0.29718875502008035
de0.29718875502008035
fr0.29718875502008035
no0.29718875502008035
reliabletrue
passestrue
12
name"Marie"
dialogue"Quelque chose ne va pas du tout dans cette ville..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8380379453956501
da0.6076233183856502
it0.5742092457420924
no0.5436766623207301
en0.5218579234972678
ca0.521203830369357
de0.4905385735080059
sq0.4688922610015175
lt0.45987654320987653
sv0.4479495268138801
fi0.4444444444444444
hu0.4299674267100977
ro0.4057724957555179
tr0.3346007604562738
nl0.33078393881453155
es0.3269230769230769
et0.317738791423002
tl0.30417495029821073
eu0.2886178861788618
sl0.2677824267782427
hr0.24406047516198706
lv0.2273730684326711
vi0.22048997772828507
ms0.1935483870967742
cs0.1898148148148148
is0.15254237288135594
reliabletrue
passestrue