Run: 2026-02-08-01KGYY8FVDB1V9BMBRWF9QVK3G

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
9.9s
Cost:
$0.008751
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
# Voice Sheet: Cafe Scene **Hunter:** "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. Mind if I ask you a few questions?" **Maria:** "¿Qué? Lo siento, no hablo inglés." **Hunter:** "I... what? Look, I need to ask you about what happened at the festival grounds yesterday. Were you there?" **Maria:** "No entiendo... ¿Hablas español? No comprendo inglés." **Hunter:** "Festival. Yesterday. Did you see anything?" **Maria:** "¿Festival? Sí, sí, yo estaba allí con mi cámara. Fue horrible... vi algo extraño cerca de los árboles." **Hunter:** "I don't... Can you speak English? Do you understand what I'm saying?" **Maria:** "¡Había alguien! Una sombra... no sé cómo explicar. Tengo miedo. Tomé fotos pero..." **Hunter:** "Okay, you're clearly upset about something. Just... slow down. Photos? Did you say photos?" **Maria:** "¿Fotos? Sí, fotos." *[gestures to her camera]* "Mira, aquí. Pero no sé si ayuda." **Hunter:** "That's your camera. You took pictures. Can I see?" **Maria:** "No sé qué quieres... Esto es muy frustrante. Ojalá pudiera explicarte lo que vi." **Hunter:** "This is going nowhere. Look, I need someone who can translate. Do you know anyone in town who speaks... whatever language you're speaking?" **Maria:** "No conozco a nadie aquí. Estoy sola en este programa de intercambio." **Hunter:** *[phone rings]* "Hold on. Hunter here. Yeah. Another one? When? Damn it. I'm on my way." *[hangs up]* "I have to go. Stay in town, alright? I'll find a translator and come back." **Maria:** "¿Qué pasa? ¿Te vas? Espera, necesito ayuda..." **Hunter:** "Just... stay here. I'll be back."
created_at"2026-02-08T15:35:05.198113+00:00" 2/8/2026, 3:35:05 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1297
moderation_latency148
generation_time9655
tokens_prompt257
tokens_completion425
native_tokens_prompt297
native_tokens_completion524
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"
usage0.008751
router(null)
provider_responses
0
id"0ad6e276-da3f-47e5-ae16-75eee06388f9"
status200
is_byokfalse
latency1297
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770564894-99xmDHhJzlbhePyRfu1W"
upstream_id"0ad6e276-da3f-47e5-ae16-75eee06388f9"
total_cost0.008751
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7905834777585211
tl0.650433944069431
fr0.620020964360587
it0.5674224343675418
ca0.5576571079926784
ro0.546875
sq0.5252128356254093
no0.5195493704440026
pt0.5163442294863242
sv0.47954055994257
nl0.4723435225618632
cs0.4657332350773766
es0.4657332350773766
da0.45774121166791326
hr0.43092621664050235
ms0.42277070063694266
sl0.39126784214945426
hu0.38245315161839866
sk0.3679163034001744
et0.3544078361531611
de0.3521000893655049
pl0.34743474347434744
yo0.34150772025431425
az0.3192488262910798
lt0.2933723196881091
tr0.27716849451645065
fi0.23442449841605068
lv0.23442449841605068
eu0.1844769403824522
is0.15990730011587484
vi0.15501165501165504
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Qué? Lo siento, no hablo inglés."
detectedLang"es"
heavyLang"es"
scores
es0.8221343873517788
pt0.6626686656671664
it0.6511627906976745
ca0.5746691871455577
lt0.4827586206896552
sk0.4630071599045346
tl0.45255474452554745
tr0.42455242966751916
yo0.3784530386740331
lv0.3679775280898876
en0.3161094224924012
hu0.31402439024390244
hr0.3098159509202454
no0.30124223602484473
cs0.29467084639498436
vi0.2879746835443038
fr0.281150159744409
et0.2549668874172185
pl0.25
reliabletrue
passestrue
2
name"Hunter"
dialogue"I... what? Look, I need to ask you about what happened at the festival grounds yesterday. Were you there?"
detectedLang"en"
heavyLang"en"
scores
en0.8263888888888888
tl0.6081504702194357
no0.5247148288973384
da0.52217125382263
cs0.44493783303730017
hr0.421831637372803
sq0.40191387559808617
sv0.39729990356798456
nl0.39496611810261373
fr0.3693239152371342
ca0.35500515995872034
yo0.34623430962343094
et0.34141201264488935
pl0.34141201264488935
sk0.3400211193241816
it0.3336886993603412
sl0.33011789924973206
lt0.31917211328976036
ms0.2913832199546485
de0.284077892325315
lv0.284077892325315
ro0.24969987995198079
pt0.2433414043583535
es0.2264851485148515
az0.22456575682382132
hu0.17654808959156787
be0.10071942446043164
tr0.10071942446043164
fi0.09156976744186046
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
3
name"Maria"
dialogue"No entiendo... ¿Hablas español? No comprendo inglés."
detectedLang"es"
heavyLang"es"
scores
es0.7998768472906403
pt0.6666666666666666
fr0.6306818181818182
ca0.6238425925925927
it0.595771144278607
en0.496124031007752
tl0.344758064516129
nl0.34077079107505076
et0.32150313152400833
lv0.2872807017543859
eu0.268018018018018
ro0.2562929061784897
hu0.24065420560747666
hr0.23708920187793428
no0.22985781990521328
fi0.21875
sk0.21875
tr0.21307506053268765
lt0.20924574209245742
pl0.1875
reliabletrue
passestrue
4
name"Hunter"
dialogue"Festival. Yesterday. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.7925311203319502
tl0.5391705069124424
nl0.5192307692307693
et0.49324324324324326
cs0.4690265486725664
ms0.4614003590664273
sq0.43396226415094336
ca0.40711462450592883
hr0.40119760479041916
pt0.40119760479041916
it0.39759036144578314
da0.3839835728952772
no0.3839835728952772
sl0.3839835728952772
es0.37888198757763975
fr0.3736951983298539
lt0.29577464788732394
az0.2822966507177033
ro0.2822966507177033
sk0.2822966507177033
sv0.2822966507177033
de0.1891891891891892
hu0.18256130790190736
fi0.17355371900826447
lv0.17355371900826447
pl0.17355371900826447
reliabletrue
passestrue
5
name"Maria"
dialogue"¿Festival? Sí, sí, yo estaba allí con mi cámara. Fue horrible... vi algo extraño cerca de los árboles."
detectedLang"es"
heavyLang"es"
scores
es0.7901591895803184
ca0.6343923348461926
pt0.5717660956881276
it0.5217678100263852
fr0.5054570259208732
en0.4557057057057057
ro0.453654860587792
tl0.4057377049180328
sv0.3845500848896435
da0.38192668371696503
yo0.3690165361183638
no0.3679163034001744
nl0.36681222707423583
eu0.33425160697887973
ms0.33118081180811804
cs0.3179680150517403
de0.28711897738446407
hr0.2778884462151395
sl0.2778884462151395
sk0.27644710578842313
hu0.25564681724846
tr0.25411522633744854
vi0.24163179916317992
sq0.210239651416122
az0.1997792494481236
pl0.16281755196304848
lv0.16087962962962962
lt0.14806110458284372
et0.14403778040141677
fi0.0799492385786802
reliabletrue
passestrue
6
name"Hunter"
dialogue"I don't... Can you speak English? Do you understand what I'm saying?"
detectedLang"en"
heavyLang"en"
scores
en0.8185311699402221
no0.5521601685985247
da0.5464247598719317
tl0.4988207547169811
sv0.49763593380614657
cs0.48484848484848486
pl0.44948186528497414
hr0.4378306878306878
sk0.40807799442896936
de0.38405797101449274
sq0.371301775147929
tr0.3675595238095238
ro0.35703479576399394
ca0.3359375
nl0.2951907131011609
vi0.2904841402337229
yo0.2796610169491525
pt0.2685025817555938
az0.247787610619469
is0.24377224199288253
sl0.22018348623853207
it0.21296296296296297
ms0.1448692152917505
be0.1414141414141414
hu0.1361788617886179
et0.1290983606557377
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
7
name"Maria"
dialogue"¡Había alguien! Una sombra... no sé cómo explicar. Tengo miedo. Tomé fotos pero..."
detectedLang"es"
heavyLang"es"
scores
es0.8004857737682165
ca0.6372239747634069
pt0.5737583395107487
it0.5164003364171572
en0.3869936034115139
lv0.3770314192849404
ro0.37431991294885747
tl0.37089715536105033
sk0.36951754385964913
nl0.32432432432432434
fr0.31137724550898205
is0.28836633663366334
sl0.2830423940149626
de0.26282051282051283
hr0.22611036339165547
et0.222972972972973
tr0.21555252387448842
no0.213406292749658
cs0.21232876712328766
lt0.1991643454038997
pl0.18899858956276447
sv0.1843971631205674
eu0.16180758017492713
ms0.15066469719350073
yo0.13010590015128592
hu0.11809815950920245
sq0.0987460815047022
az0.09305993690851734
da0.09305993690851734
reliabletrue
passestrue
8
name"Hunter"
dialogue"Okay, you're clearly upset about something. Just... slow down. Photos? Did you say photos?"
detectedLang"en"
heavyLang"en"
scores
en0.795417348608838
tl0.47589098532494756
fr0.2668621700879765
es0.2401215805471125
pt0.2401215805471125
ca0.22839506172839508
fi0.17355371900826447
et0.16943521594684383
sv0.16943521594684383
lt0.13793103448275862
cs0.13494809688581316
ms0.13494809688581316
hi0.1334488734835355
de0.1243432574430823
lv0.1243432574430823
nl0.1243432574430823
reliabletrue
passestrue
9
name"Maria"
dialogue"Mira, aquí. Pero no sé si ayuda."
detectedLang"es"
heavyLang"es"
scores
es0.8113998323554066
ca0.7141041931385006
tl0.6287128712871286
it0.5588235294117647
sq0.5011086474501109
sk0.4874715261958998
yo0.48156682027649766
hr0.471830985915493
no0.44306930693069313
pt0.38016528925619836
ro0.3784530386740331
lv0.3679775280898876
is0.35344827586206895
cs0.34593023255813954
sl0.33035714285714285
en0.3161094224924012
fr0.3055555555555556
tr0.281150159744409
pl0.25
lt0.24242424242424243
reliabletrue
passestrue
10
name"Hunter"
dialogue"That's your camera. You took pictures. Can I see?"
detectedLang"en"
heavyLang"en"
scores
en0.805622009569378
ca0.5997536945812808
tl0.5833333333333334
ro0.5517241379310345
et0.5045731707317073
sv0.473257698541329
it0.45652173913043476
fr0.4519392917369309
sq0.4186046511627907
no0.4003690036900369
da0.39365671641791045
cs0.3602362204724409
ms0.3157894736842105
nl0.3128964059196617
tr0.3114406779661017
lv0.30997876857749473
de0.30703624733475476
az0.3010752688172043
hr0.2995689655172413
pl0.2793791574279379
es0.23349056603773585
yo0.2111650485436893
sk0.181360201511335
be0.17721518987341772
hu0.1709183673469388
is0.16237113402061853
lt0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
11
name"Maria"
dialogue"No sé qué quieres... Esto es muy frustrante. Ojalá pudiera explicarte lo que vi."
detectedLang"es"
heavyLang"es"
scores
es0.7951619196254389
ca0.6534653465346535
pt0.6445497630331753
it0.6145374449339206
ro0.5374449339207048
fr0.5174632352941176
no0.49904580152671757
de0.49078564500484967
lv0.4615384615384615
tl0.4192477876106194
da0.4160177975528365
en0.4061085972850679
sq0.40476190476190477
sv0.39306358381502887
sk0.38882421420256114
nl0.34782608695652173
eu0.3225806451612903
hr0.3037135278514589
pl0.3037135278514589
yo0.2981283422459893
vi0.26675977653631283
hu0.2595204513399154
is0.25742574257425743
cs0.2369186046511628
lt0.23133235724743775
sl0.1984732824427481
tr0.1435562805872757
et0.11016949152542374
az0.10102739726027396
reliabletrue
passestrue
12
name"Hunter"
dialogue"This is going nowhere. Look, I need someone who can translate. Do you know anyone in town who speaks... whatever language you're speaking?"
detectedLang"en"
heavyLang"en"
scores
en0.8202916409940441
tl0.5466321243523317
nl0.4281045751633987
ro0.4010951403148528
no0.38553370786516855
et0.3532889874353289
sv0.3460388639760837
de0.34407796101949023
pt0.3430930930930931
yo0.3325705568268498
pl0.32588597842835126
sq0.31426332288401254
it0.3137254901960784
hr0.3121069182389937
da0.303343949044586
cs0.3
sl0.27566225165562913
is0.26160337552742613
ms0.26035502958579887
fr0.2508561643835616
ca0.24892703862660948
az0.24438687392055264
lt0.24242424242424243
sk0.23380035026269705
vi0.23043095866314864
hu0.20164233576642335
tr0.1935483870967742
es0.15048543689320387
eu0.14215686274509806
lv0.12935323383084577
be0.07407407407407407
uk0.06716417910447761
reliabletrue
passestrue
13
name"Maria"
dialogue"No conozco a nadie aquí. Estoy sola en este programa de intercambio."
detectedLang"es"
heavyLang"es"
scores
es0.8023343373493976
ca0.6981023576768257
pt0.6483590087073007
it0.6401644962302947
ro0.5892018779342723
fr0.5856353591160222
tr0.5664739884393063
no0.5434782608695653
tl0.5325022261798753
nl0.5299910474485229
da0.512987012987013
en0.51071761416589
hu0.51071761416589
hr0.506578947368421
sv0.5051837888784166
sk0.5009505703422054
sl0.46098562628336753
lv0.4514106583072101
ms0.4496855345911949
pl0.4330453563714903
lt0.4179600886917961
eu0.4067796610169492
sq0.40273037542662116
de0.40136830102622584
cs0.3944636678200692
et0.3902439024390244
az0.3462017434620174
yo0.2886178861788618
is0.284741144414169
fi0.21875
vi0.20212765957446807
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. Stay in town, alright? I'll find a translator and come back."
detectedLang"en"
heavyLang"en"
scores
en0.8135874067937034
tl0.6530454895913647
da0.6280991735537189
pl0.6069868995633187
yo0.6021220159151194
it0.576271186440678
ro0.5417515274949084
no0.5370370370370371
hr0.5217853347502657
sl0.5187165775401069
sv0.4874715261958998
cs0.4868871151653364
de0.48394495412844035
sk0.46871310507674147
nl0.44168734491315137
sq0.4396014943960149
ca0.4367959949937422
lv0.41709844559585496
lt0.412532637075718
pt0.3844049247606019
az0.38016528925619836
fr0.37586685159500693
ms0.3644067796610169
et0.35344827586206895
hu0.33135215453194655
vi0.3293591654247392
tr0.3181818181818182
es0.3171471927162367
is0.23469387755102045
eu0.23339011925042585
be0.1346153846153846
fi0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
15
name"Maria"
dialogue"¿Qué pasa? ¿Te vas? Espera, necesito ayuda..."
detectedLang"es"
heavyLang"es"
scores
es0.7977941176470589
ca0.5895522388059702
pt0.585843373493976
ro0.5703125
it0.5578778135048231
eu0.44889779559118237
hr0.4444444444444444
sl0.4364754098360656
en0.3764172335600907
nl0.3405275779376499
sq0.32098765432098764
pl0.25876010781671155
lv0.22969187675070027
yo0.22969187675070027
et0.21875
no0.207492795389049
tl0.207492795389049
reliabletrue
passestrue
16
name"Hunter"
dialogue"Just... stay here. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8056994818652848
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
et0.40476190476190477
sv0.40476190476190477
sq0.39999999999999997
tl0.39999999999999997
ca0.33920704845814975
reliabletrue
passestrue