Run: 2026-02-18-01KHQ932T1SACGQZ2X8E2CQNKZ

Run Details

Model:
Claude Sonnet 4.6
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
14.1s
Cost:
$0.011844
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
Here is the voice sheet for the scene: Hunter: "Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about what happened at the orchard last night. Did you see anything unusual?" Maria: "¿Qué? Lo siento, no entiendo... ¿Hablas español?" Hunter: "I... what? Ma'am, do you speak English? This is important." Maria: "No, no hablo inglés. Lo siento mucho. Yo estaba allí anoche con mi cámara, y vi algo horrible... algo en las sombras. Me asusté mucho." Hunter: "I'm not understanding a word you're saying. Look, did you see anything? At the orchard? Last night?" Maria: "¡Sí, sí! Anoche, en el huerto. Vi una figura... y luego desapareció. ¡Desapareció! Tomé fotos, mira, mira aquí." Hunter: "Wait — are these your photos? From last night? Can I see that camera?" Maria: "Sí, sí, toma, mírala. Estaba muy oscuro pero creo que capturé algo. Todavía estoy temblando, mira mis manos." Hunter: "These pictures... I can't make out much but that shadow... Ma'am, I need to take this camera as evidence. Do you understand? Evidence?" Maria: "¿Evidencia? ¿Quieres llevarte mi cámara? No, no, espera — puedo enviarte las fotos. ¿Tienes un teléfono? ¿Un correo electrónico?" Hunter: "Email? Yes, yes — email, okay. That I understand." Maria: "Bien, bien. Dame tu correo y te las envío todas. Hay muchas fotos. Yo no quería meterme en problemas, solo quería fotografiar el paisaje..." Hunter: "You seem really shaken up, miss. I wish I could understand what you're telling me. I feel like you know more than these photos are showing." Maria: "Ojalá pudiera explicarte todo. Había voces también, voces en la oscuridad. Y un olor extraño, como a tierra mojada. No era normal. Nada de eso era normal." Hunter: "I'm going to find someone who can translate. Don't leave town, okay? Don't — leave — town." Maria: "¿No me vaya? Sí, sí, entiendo eso. No me iré. Pero por favor, encuentra a alguien que hable español. Hay mucho más que necesito contarte." *Hunter's phone rings* Hunter: "Hunter here. What? When? I'll be right there. — Ma'am, I have to go. I'll be back. Don't go anywhere." Maria: "¿Te vas? Está bien... Pero ten cuidado, detective. Lo que sea que está pasando en este pueblo... es algo muy oscuro. Ten mucho cuidado."
created_at"2026-02-18T02:26:12.891196+00:00" 2/18/2026, 2:26:12 AM
model"anthropic/claude-4.6-sonnet-20260217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency503
moderation_latency117
generation_time13932
tokens_prompt317
tokens_completion629
native_tokens_prompt298
native_tokens_completion730
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"
usage0.011844
router(null)
provider_responses
0
id"27729442-d6a1-4099-8bd0-95e6ae26df00"
status200
is_byokfalse
latency503
endpoint_id"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.6-sonnet-20260217"
api_type"completions"
id"gen-1771381558-vmhUyThJWWb4M6At0KIY"
upstream_id"27729442-d6a1-4099-8bd0-95e6ae26df00"
total_cost0.011844
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. I need to ask you a few questions about what happened at the orchard last night. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8098497813272485
tl0.6246246246246246
fr0.51171875
no0.4926433282597666
da0.4469026548672566
it0.43977591036414565
et0.41588785046728977
pt0.41588785046728977
sq0.40617577197149646
ca0.3957703927492447
nl0.38837920489296635
es0.3610223642172524
ro0.35064935064935066
yo0.3438320209973753
cs0.3412384716732542
ms0.3050729673384294
hr0.302649930264993
sl0.2982456140350877
sv0.2937853107344633
de0.2795389048991354
pl0.26793557833089315
sk0.25037481259370314
lv0.20318725099601595
lt0.19935948759007205
hu0.1823385118560916
tr0.17081260364842457
fi0.12126537785588754
is0.12126537785588754
az0.11738746690203002
vi0.11738746690203002
be0.06542056074766354
eu0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Qué? Lo siento, no entiendo... ¿Hablas español?"
detectedLang"es"
heavyLang"es"
scores
es0.8191430161380078
pt0.6759720837487537
it0.5859872611464968
ca0.5683930942895086
fr0.43771626297577854
lt0.3925233644859813
en0.375
sk0.3737957610789981
tl0.36399217221135033
yo0.29653679653679654
lv0.2872807017543859
eu0.268018018018018
hr0.23708920187793428
no0.22985781990521328
cs0.2243436754176611
fi0.21875
vi0.21875
tr0.21307506053268765
et0.19154228855721395
nl0.19154228855721395
pl0.1875
reliabletrue
passestrue
2
name"Hunter"
dialogue"I... what? Ma'am, do you speak English? This is important."
detectedLang"en"
heavyLang"en"
scores
en0.8048907388137357
tl0.6105919003115265
ro0.5381773399014779
ca0.5376078914919853
no0.49324324324324326
pt0.48489010989010994
da0.4820441988950276
hr0.4688385269121813
sq0.4588744588744588
cs0.4573082489146165
it0.45255474452554745
fr0.4444444444444444
yo0.4318181818181818
sv0.4248466257668711
pl0.41770186335403725
nl0.38016528925619836
hu0.37080536912751677
sk0.35233160621761656
es0.3444055944055944
vi0.3169398907103825
is0.29245283018867924
tr0.2857142857142857
lt0.2632612966601179
sl0.24242424242424243
de0.1610738255033557
ms0.1610738255033557
be0.15730337078651685
az0.14383561643835618
et0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
3
name"Maria"
dialogue"No, no hablo inglés. Lo siento mucho. Yo estaba allí anoche con mi cámara, y vi algo horrible... algo en las sombras. Me asusté mucho."
detectedLang"es"
heavyLang"es"
scores
es0.7972328244274809
pt0.541036717062635
ca0.5219347581552306
it0.518140589569161
fr0.4997057092407298
tl0.3726937269372694
no0.34765924788948577
sk0.34765924788948577
tr0.3333333333333333
vi0.33070866141732286
en0.3161705551086082
eu0.302707136997539
yo0.2728828058169376
da0.25438596491228066
sv0.25241864555848725
cs0.24645390070921988
pl0.2328519855595668
sl0.23076923076923078
nl0.21803127874885006
lt0.19811320754716982
hu0.18111753371868977
hr0.17395529640427598
et0.16829745596868884
fi0.15758176412289396
sq0.14829659318637273
is0.1361788617886179
lv0.13353720693170235
de0.09284951974386339
ro0.09090909090909091
ms0.08993576017130622
reliabletrue
passestrue
4
name"Hunter"
dialogue"I'm not understanding a word you're saying. Look, did you see anything? At the orchard? Last night?"
detectedLang"en"
heavyLang"en"
scores
en0.8199944613680421
tl0.6584340514976353
no0.5616992582602832
da0.512743628185907
nl0.4715447154471545
sv0.3930905695611578
ms0.37977099236641226
de0.36893203883495146
fr0.3460764587525151
et0.3229166666666667
yo0.3157894736842105
cs0.3114406779661017
sk0.3092454835281615
tr0.281767955801105
sq0.2777777777777778
pt0.2545871559633027
is0.2494226327944573
es0.24330616996507565
it0.23708920187793428
pl0.21968787515006
hu0.1935483870967742
az0.1761723700887199
ro0.1761723700887199
ca0.17302798982188297
hr0.14698162729658792
sl0.12162162162162163
lt0.11202185792349727
eu0.09722222222222222
lv0.09722222222222222
vi0.09722222222222222
fi0.08835904628330996
reliabletrue
passestrue
5
name"Maria"
dialogue"¡Sí, sí! Anoche, en el huerto. Vi una figura... y luego desapareció. ¡Desapareció! Tomé fotos, mira, mira aquí."
detectedLang"es"
heavyLang"es"
scores
es0.7829861111111112
ca0.7094374709437471
pt0.5051464766429137
it0.5031796502384738
fr0.4409660107334526
ro0.40476190476190477
da0.40076701821668265
no0.38605108055009824
sv0.3563336766220391
sq0.33510638297872336
de0.3169398907103825
nl0.3146929824561403
tr0.2913832199546485
sk0.26985981308411217
en0.2647058823529412
hu0.2638398115429918
vi0.24058323207776428
tl0.21679197994987467
eu0.21085858585858586
hr0.21085858585858586
pl0.20785804816223066
cs0.19871794871794873
yo0.19146183699870634
lt0.18619791666666666
sl0.18513689700130379
is0.17654808959156787
lv0.17654808959156787
fi0.11847672778561354
ms0.10968660968660969
et0.09156976744186046
az0.08625730994152046
reliabletrue
passestrue
6
name"Hunter"
dialogue"Wait — are these your photos? From last night? Can I see that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8252467105263158
tl0.6502057613168725
ro0.48233861144945184
ca0.47724477244772445
it0.46741854636591484
fr0.4385733157199472
et0.42176870748299317
sq0.3550834597875569
nl0.34514637904468415
sv0.3410852713178295
no0.34006211180124224
de0.33800623052959505
da0.3338557993730407
es0.2963576158940397
yo0.2747440273037543
ms0.2608695652173913
tr0.256993006993007
lt0.2517605633802817
az0.247787610619469
hr0.24645390070921988
lv0.23971377459749554
pl0.22867513611615245
cs0.19811320754716982
pt0.15841584158415842
hi0.1533864541832669
sk0.1448692152917505
be0.1414141414141414
hu0.1361788617886179
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
7
name"Maria"
dialogue"Sí, sí, toma, mírala. Estaba muy oscuro pero creo que capturé algo. Todavía estoy temblando, mira mis manos."
detectedLang"es"
heavyLang"es"
scores
es0.7628726287262872
pt0.5694956949569495
ca0.4466403162055335
fr0.38325991189427316
yo0.3314231136580707
tl0.317738791423002
it0.3089832181638697
en0.27159209157127995
sq0.24324324324324328
et0.2290748898678414
hr0.21787709497206703
cs0.21082299887260428
eu0.13899138991389914
ms0.13043478260869565
lv0.12390488110137672
sl0.12390488110137672
ro0.10714285714285714
lt0.0990990990990991
nl0.0990990990990991
sk0.0967741935483871
sv0.0967741935483871
reliabletrue
passestrue
8
name"Hunter"
dialogue"These pictures... I can't make out much but that shadow... Ma'am, I need to take this camera as evidence. Do you understand? Evidence?"
detectedLang"en"
heavyLang"en"
scores
en0.8012422360248447
tl0.5914198161389173
no0.46308724832214765
cs0.46200403496973774
da0.4350282485875706
ro0.40564635958395245
fr0.4043186895011169
pt0.3902439024390244
sq0.38791124713083397
sv0.3860322333077513
sk0.38319198149575945
ca0.37597503900156004
pl0.37597503900156004
yo0.3640699523052464
it0.36254980079681276
lv0.3393889347646573
sl0.32998324958123953
nl0.3294216261525566
hr0.3191489361702128
de0.2963940193491645
et0.2727272727272727
es0.24314096499526963
vi0.17864476386036962
lt0.17269906928645296
ms0.17184265010351968
hu0.15789473684210525
is0.14621131270010673
tr0.14621131270010673
be0.08045977011494253
az0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
9
name"Maria"
dialogue"¿Evidencia? ¿Quieres llevarte mi cámara? No, no, espera — puedo enviarte las fotos. ¿Tienes un teléfono? ¿Un correo electrónico?"
detectedLang"es"
heavyLang"es"
scores
es0.8034310221586848
ca0.6620237607537894
pt0.6347941567065073
it0.5758354755784062
en0.4882133995037221
ro0.461839530332681
fr0.45687952600395
lv0.45
tl0.42827442827442824
no0.367816091954023
nl0.30788590604026844
de0.30262045646661034
hu0.28756476683937826
sk0.2744063324538259
hr0.2737676056338028
tr0.2712014134275618
da0.26861702127659576
sl0.2403314917127072
cs0.2112810707456979
pl0.20443587270973965
eu0.19902912621359223
et0.1943359375
sq0.19117647058823528
yo0.1903827281648675
lt0.14772727272727273
fi0.08435072142064373
az0.0667420814479638
sv0.0667420814479638
reliabletrue
passestrue
10
name"Hunter"
dialogue"Email? Yes, yes — email, okay. That I understand."
detectedLang"en"
heavyLang"en"
scores
en0.7863247863247863
no0.6626686656671664
da0.6616541353383458
tl0.608695652173913
sv0.60801393728223
cs0.6038732394366197
sq0.4827586206896552
pl0.4755244755244755
de0.4617224880382775
nl0.44168734491315137
ro0.42159383033419023
sk0.41709844559585496
tr0.3935309973045822
hr0.3818681318681319
ca0.38016528925619836
is0.3784530386740331
it0.3382352941176471
eu0.3055555555555556
yo0.27884615384615385
ms0.27652733118971057
be0.23728813559322032
hu0.22945205479452058
az0.21875
et0.21875
lt0.21875
lv0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue
11
name"Maria"
dialogue"Bien, bien. Dame tu correo y te las envío todas. Hay muchas fotos. Yo no quería meterme en problemas, solo quería fotografiar el paisaje..."
detectedLang"es"
heavyLang"es"
scores
es0.7884519661523146
ca0.6169445696259577
pt0.5437466451959205
fr0.5189586870401811
nl0.4807574832009774
lv0.4697442295695571
it0.4627054361567636
ro0.42876344086021506
en0.4229463679565512
pl0.4213750850918993
hr0.4076655052264809
no0.40559440559440557
tr0.38450398262128893
de0.37361827560795874
sl0.37176644493717664
lt0.3670886075949367
sv0.36042136945071485
da0.35993975903614456
sq0.3511450381679389
tl0.3486590038314176
et0.34815950920245403
sk0.3446414803392444
cs0.2975206611570248
yo0.2857142857142857
vi0.2194674012855831
az0.19962335216572505
ms0.19962335216572505
is0.19886899151743637
hu0.18111753371868977
fi0.1600790513833992
eu0.08108108108108109
reliabletrue
passestrue
12
name"Hunter"
dialogue"You seem really shaken up, miss. I wish I could understand what you're telling me. I feel like you know more than these photos are showing."
detectedLang"en"
heavyLang"en"
scores
en0.8247291268323774
tl0.5747422680412371
no0.5285714285714286
nl0.48853068815871054
da0.4250871080139373
sv0.39338235294117646
fr0.3644067796610169
sq0.3539545810493344
de0.3314424635332253
ro0.3193069306930693
it0.3096234309623431
cs0.2857142857142857
ca0.25406871609403253
hr0.25339366515837103
pl0.24726277372262775
es0.24311926605504589
pt0.233983286908078
et0.22969187675070027
ms0.22680412371134018
sl0.22462406015037595
sk0.21652421652421652
lt0.19980601357904945
lv0.19275929549902154
is0.1424116424116424
az0.13249211356466878
yo0.09539473684210525
hi0.08536585365853659
fi0.08333333333333334
be0.0782122905027933
tr0.0782122905027933
hu0.07511210762331838
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
13
name"Maria"
dialogue"Ojalá pudiera explicarte todo. Había voces también, voces en la oscuridad. Y un olor extraño, como a tierra mojada. No era normal. Nada de eso era normal."
detectedLang"es"
heavyLang"es"
scores
es0.8080708661417322
ca0.6425953079178885
pt0.6215062111801243
ro0.582798459563543
fr0.5714285714285714
it0.5523415977961432
nl0.45255474452554745
en0.4457077885162024
tl0.4251179245283018
eu0.4022072348252606
no0.3985194324491055
sk0.38446969696969696
sv0.38408085912823753
de0.36811406351263776
da0.3568601583113456
tr0.34519811954331764
yo0.34387617765814266
lv0.3416610398379473
sq0.33264887063655035
pl0.30851063829787234
ms0.3055555555555556
sl0.27347242921013415
cs0.2696629213483146
hr0.2608036391205459
is0.23768569194683345
az0.21434327155519742
hu0.2060260586319218
vi0.20537897310513448
fi0.17721518987341772
et0.17021276595744683
lt0.12946428571428573
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'm going to find someone who can translate. Don't leave town, okay? Don't — leave — town."
detectedLang"en"
heavyLang"en"
scores
en0.8159509202453988
tl0.4238156209987196
da0.3723849372384937
hr0.36079545454545453
no0.35437589670014347
pl0.31297709923664124
sk0.3023255813953488
cs0.296875
lv0.29577464788732394
sl0.2857142857142857
lt0.2753623188405797
ro0.2706645056726094
pt0.2598684210526316
es0.256198347107438
ca0.2524916943521595
tr0.23728813559322032
it0.23469387755102045
yo0.23339011925042585
az0.23208191126279862
vi0.16356877323420074
fr0.15094339622641512
sq0.13793103448275862
de0.12959381044487428
eu0.12959381044487428
nl0.12280701754385964
et0.11591355599214145
ms0.11591355599214145
sv0.11591355599214145
reliabletrue
passestrue
15
name"Maria"
dialogue"¿No me vaya? Sí, sí, entiendo eso. No me iré. Pero por favor, encuentra a alguien que hable español. Hay mucho más que necesito contarte."
detectedLang"es"
heavyLang"es"
scores
es0.8204391545249333
pt0.6781905112173593
ca0.62104807275877
it0.5428422152560084
fr0.5308310991957105
en0.5059288537549407
ro0.4447969543147208
tl0.4182180851063829
sq0.35519528371407516
nl0.34750186428038776
no0.3174726989079563
hu0.3099369085173501
sk0.3061062648691515
yo0.29549114331723025
eu0.2926434923201294
et0.27805280528052806
sl0.26035502958579887
cs0.25341296928327645
lv0.24176776429809357
hr0.24111014744145706
fi0.20742753623188404
ms0.20454545454545453
de0.19651056014692378
vi0.19429097605893186
da0.18906394810009267
pl0.17061611374407584
tr0.15865384615384615
sv0.12761714855433698
lt0.08568443051201673
is0.07894736842105263
az0.07407407407407407
reliabletrue
passestrue
16
name"Hunter"
dialogue"Hunter here. What? When? I'll be right there. — Ma'am, I have to go. I'll be back. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8068820224719102
tl0.5627980922098569
da0.49817518248175185
yo0.46859903381642515
no0.4246861924686192
sq0.4028230184581976
pl0.4015233949945593
de0.3820224719101124
lt0.3365500603136309
hr0.3167701863354037
cs0.3002544529262086
sv0.2744063324538259
sk0.27055702917771884
ca0.2637215528781794
lv0.25170068027210885
hu0.2506811989100818
sl0.24657534246575344
it0.2445054945054945
ro0.21316165951359084
fr0.20977011494252876
tr0.18998527245949925
be0.11290322580645161
az0.10277324632952692
et0.10277324632952692
is0.10277324632952692
nl0.10277324632952692
pt0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
ms0.09688013136288999
reliabletrue
passestrue
17
name"Maria"
dialogue"¿Te vas? Está bien... Pero ten cuidado, detective. Lo que sea que está pasando en este pueblo... es algo muy oscuro. Ten mucho cuidado."
detectedLang"es"
heavyLang"es"
scores
es0.8073217726396917
pt0.6459281740010115
ca0.576271186440678
fr0.4760479041916168
ro0.4470774091627172
tl0.4457640538400633
it0.43273905996758516
nl0.4006849315068493
en0.3949870354364737
sk0.3408662900188324
sl0.33649289099526064
lt0.3048659384309831
lv0.3027888446215139
sq0.29577464788732394
hr0.2907801418439716
pl0.2827868852459016
cs0.2693110647181628
da0.24892703862660948
de0.24487594390507011
no0.23830250272034822
yo0.23830250272034822
sv0.2349726775956284
hu0.21171171171171171
ms0.2
eu0.19447640966628307
is0.1606714628297362
tr0.13580246913580246
vi0.11504424778761062
fi0.10714285714285714
et0.0990990990990991
reliabletrue
passestrue