Run: 2026-02-24-01KJ8WYGFNDWMJA1EPZAT3T4ZC

Run Details

Model:
Claude Sonnet 4.6 (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
16.6s
Cost:
$0.012135
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
Maria: "..." Hunter: "..." --- Hunter: "Excuse me, miss? Sorry to bother you. I'm Detective Hunter, Alborn PD. I heard you were near the old mill last night. Do you mind if I ask you a few questions?" Maria: "¿Perdona? Yo... sí, estaba allí. Fue horrible, había algo en el bosque, luces extrañas y luego... el hombre simplemente desapareció. ¡Desapareció!" Hunter: "I'm sorry, I don't... do you speak English?" Maria: "English? No, no. Lo siento. ¿Hablas español?" Hunter: "Spanish? No, I don't. Great." Maria: "Vi algo anoche. Un hombre. Caminaba hacia el molino y después... nada. Como si la oscuridad se lo hubiera tragado. Tomé fotos, mira." Hunter: "Is that... were you taking pictures out there? Can I see that camera?" Maria: "¿La cámara? Sí, sí, toma, mira las fotos. Aquí, ¿ves? Hay algo en las sombras detrás de él. Me da mucho miedo, señor." Hunter: "These photos... this is from last night? This shadow here - what is that? Miss, I need you to come down to the station." Maria: "¿La comisaría? No, yo no... no entiendo. Estoy asustada. No quiero problemas, solo quería fotografiar el paisaje y ahora..." Hunter: "Hey, hey. It's okay. You're not in trouble. I just need a translator and... look, just stay in town, alright? Don't leave Alborn." Maria: "¿Alborn? Sí, me quedo. No me iré a ningún lado. Pero, por favor, ten cuidado. Lo que vi allí no era normal. No era normal en absoluto." Hunter: "I wish I knew what you were saying, miss. Those eyes though — you saw something real, didn't you." *Hunter's phone buzzes.* Hunter: "Hunter here. Yeah. Yeah, I'll be right there. Another one? — Miss, I have to go. Please, write down your number. Your number? Phone?" Maria: "¿Tu teléfono? Ah, sí, sí. Aquí tienes." Hunter: "Thank you. And — keep that camera with you. Don't let anyone touch it." Maria: "La cámara... sí. Sí, lo entiendo. Ten cuidado, detective. Ten mucho cuidado."
created_at"2026-02-24T22:40:05.121Z" 2/24/2026, 10:40:05 PM
model"anthropic/claude-4.6-sonnet-20260217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1454
moderation_latency193
generation_time16324
tokens_prompt317
tokens_completion652
native_tokens_prompt315
native_tokens_completion746
native_tokens_completion_images(null)
native_tokens_reasoning115
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"
usage0.012135
router(null)
provider_responses
0
endpoint_id"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
id"5811fa3d-4c18-47ff-9cfd-efc53ce311d6"
is_byokfalse
latency1454
model_permaslug"anthropic/claude-4.6-sonnet-20260217"
provider_name"Amazon Bedrock"
status200
api_type"completions"
id"gen-1771972805-lWzj6uK4TodCzi8irWZa"
upstream_id"5811fa3d-4c18-47ff-9cfd-efc53ce311d6"
total_cost0.012135
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"Maria"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
2
name"Hunter"
dialogue"Excuse me, miss? Sorry to bother you. I'm Detective Hunter, Alborn PD. I heard you were near the old mill last night. Do you mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7870714129722647
tl0.6236974141258202
it0.505578093306288
fr0.49948665297741274
pt0.477491961414791
no0.4321490972626675
da0.4217081850533808
sq0.41825775656324576
ca0.401840490797546
cs0.4003690036900369
ro0.3962848297213622
yo0.38173747622067217
nl0.3648208469055375
hr0.3623283191628515
sl0.35855263157894735
sv0.3460764587525151
pl0.34299191374663074
es0.33356117566643884
sk0.32338653712699517
et0.28361498897869214
de0.24301242236024848
hu0.24183514774494555
ms0.22557585385226367
lv0.2073170731707317
lt0.2034313725490196
vi0.20016406890894176
tr0.17442845046570704
fi0.12398921832884095
is0.12398921832884095
az0.12003610108303249
be0.06698564593301436
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
3
name"Maria"
dialogue"¿Perdona? Yo... sí, estaba allí. Fue horrible, había algo en el bosque, luces extrañas y luego... el hombre simplemente desapareció. ¡Desapareció!"
detectedLang"es"
heavyLang"es"
scores
es0.7942157953281423
ca0.6461361897475134
fr0.5599429115128449
pt0.5316455696202532
en0.4300677757239679
eu0.39423706614276355
ro0.3720298710115411
it0.3517869656622285
tl0.33405327573794097
nl0.33164739884393063
da0.2846094354215004
yo0.24551386623164762
sv0.2430441898527005
no0.24118129614438064
sk0.24118129614438064
sq0.2399342645850452
hu0.2367986798679868
ms0.21343537414965988
tr0.21007685738684884
de0.1970486111111111
sl0.17704626334519571
pl0.1537053979871912
fi0.15215398716773604
lt0.13551401869158877
is0.12653446647780925
cs0.12155745489078823
hr0.12155745489078823
vi0.09579667644183773
et0.07960199004975126
lv0.06376518218623482
reliabletrue
passestrue
4
name"Hunter"
dialogue"I'm sorry, I don't... do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8015873015873016
tl0.5405819295558958
hr0.5245641838351823
cs0.512987012987013
pl0.4727592267135325
pt0.460431654676259
sq0.455535390199637
no0.4307400379506641
it0.4174757281553398
da0.4129158512720157
sv0.4117647058823529
sk0.40476190476190477
vi0.3670886075949367
yo0.3548387096774194
ro0.35064935064935066
ca0.3150684931506849
sl0.2857142857142857
de0.1935483870967742
ms0.1935483870967742
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
is0.17355371900826447
lt0.17355371900826447
lv0.17355371900826447
uk0.17355371900826447
reliabletrue
passestrue
5
name"Maria"
dialogue"English? No, no. Lo siento. ¿Hablas español?"
detectedLang"es"
heavyLang"es"
scores
es0.7868217054263565
pt0.6303763440860215
ca0.555735056542811
it0.5550161812297735
en0.535472972972973
lt0.43298969072164945
sk0.4136460554371002
tl0.40347071583514105
no0.394273127753304
hr0.3861607142857143
yo0.3325242718446602
lv0.3226600985221675
eu0.30203045685279184
cs0.25474254742547425
fr0.2506811989100818
vi0.2486338797814208
tr0.24242424242424243
pl0.21428571428571427
da0.207492795389049
de0.207492795389049
ms0.207492795389049
ro0.207492795389049
sv0.207492795389049
reliabletrue
passestrue
6
name"Hunter"
dialogue"Spanish? No, I don't. Great."
detectedLang"en"
heavyLang"en"
scores
en0.818346957311535
no0.6168582375478927
ca0.5771670190274841
ro0.574468085106383
hr0.5454545454545454
sv0.5215311004784688
sq0.5169082125603864
da0.5121951219512195
pl0.5012468827930174
it0.4936708860759494
lv0.49238578680203043
sk0.4490358126721763
tr0.441340782122905
tl0.43661971830985913
hu0.40828402366863903
pt0.40828402366863903
es0.4065281899109792
cs0.3442622950819672
yo0.30313588850174217
de0.3006993006993007
nl0.2857142857142857
be0.25925925925925924
az0.23954372623574144
et0.23954372623574144
is0.23954372623574144
lt0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
7
name"Maria"
dialogue"Vi algo anoche. Un hombre. Caminaba hacia el molino y después... nada. Como si la oscuridad se lo hubiera tragado. Tomé fotos, mira."
detectedLang"es"
heavyLang"es"
scores
es0.7911020776874436
it0.6030042918454935
ca0.5925110132158591
pt0.558893657606104
ro0.5540019286403086
fr0.5207253886010362
sq0.40129449838187703
tl0.3954248366013072
yo0.3791946308724832
sk0.3531468531468532
hr0.34490084985835695
cs0.3416370106761566
no0.3153219837157661
sl0.2911877394636015
vi0.28736517719568566
lv0.28681572860447185
da0.28405572755417957
sv0.27734375
pl0.26
de0.24428104575163398
lt0.2393092105263158
en0.14510166358595195
tr0.13470533208606175
nl0.12653446647780925
hu0.11904761904761905
fi0.09931840311587146
eu0.0850642927794263
ms0.07035175879396985
et0.06376518218623482
az0.059959349593495935
reliabletrue
passestrue
8
name"Hunter"
dialogue"Is that... were you taking pictures out there? Can I see that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8244527054935977
tl0.6410472972972973
ca0.5339912280701754
nl0.4904076738609112
de0.48609431680773885
et0.48609431680773885
ro0.48484848484848486
sv0.4606598984771573
fr0.44371727748691103
no0.4162087912087912
sq0.3997175141242938
it0.3911174785100286
tr0.3541033434650456
pl0.3531202435312024
is0.34715821812596004
hu0.34210526315789475
da0.33176100628930816
yo0.3275316455696203
cs0.30098684210526316
lv0.25569176882662
sk0.2517605633802817
az0.247787610619469
hr0.24645390070921988
es0.18893129770992365
fi0.15841584158415842
ms0.1448692152917505
pt0.1431451612903226
sl0.1431451612903226
be0.1414141414141414
lt0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
9
name"Maria"
dialogue"¿La cámara? Sí, sí, toma, mira las fotos. Aquí, ¿ves? Hay algo en las sombras detrás de él. Me da mucho miedo, señor."
detectedLang"es"
heavyLang"es"
scores
es0.80865663763526
ca0.5864232743867656
pt0.5616686819830713
fr0.4661266568483063
no0.44058641975308643
nl0.41953562850280224
it0.39633638634471274
sl0.3933054393305439
tr0.3861134631668078
sq0.38402718776550554
ro0.3744607420189819
da0.36459246275197194
yo0.36067019400352734
tl0.34802158273381295
sv0.3068833652007648
vi0.28430404738400794
hr0.28217821782178215
de0.28075396825396826
eu0.2706237424547284
az0.23924449108079748
en0.23442449841605068
hu0.21875
sk0.18721973094170402
fi0.17986425339366516
et0.17893544733861835
ms0.16857798165137614
lt0.16474654377880185
is0.1559953434225844
lv0.1559953434225844
pl0.14403778040141677
cs0.0845959595959596
reliabletrue
passestrue
10
name"Hunter"
dialogue"These photos... this is from last night? This shadow here - what is that? Miss, I need you to come down to the station."
detectedLang"en"
heavyLang"en"
scores
en0.83167250201993
tl0.6751559251559252
yo0.5214395099540582
da0.48175787728026537
no0.4813278008298755
fr0.46626814688300594
nl0.46259673258813416
it0.43438914027149317
sq0.43387681159420294
sv0.388454011741683
cs0.37624750499001997
et0.3509865005192108
de0.3482794577685088
pl0.34141201264488935
lt0.3400211193241816
lv0.3379237288135593
hr0.3372216330858961
sk0.2961711711711712
hu0.26122931442080377
ca0.25059952038369304
sl0.22744128553770088
ro0.21085858585858586
is0.19871794871794873
ms0.17979002624671916
tr0.1710875331564987
az0.1677762982689747
fi0.11598302687411598
es0.11347517730496455
pt0.11347517730496455
hi0.10968660968660969
zh0.10968660968660969
be0.10071942446043164
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
11
name"Maria"
dialogue"¿La comisaría? No, yo no... no entiendo. Estoy asustada. No quiero problemas, solo quería fotografiar el paisaje y ahora..."
detectedLang"es"
heavyLang"es"
scores
es0.7947563559322034
ca0.6363209760675739
pt0.6228710462287105
it0.5525404157043879
et0.49280104712041883
ro0.48607427055702923
fr0.47635135135135137
pl0.4052187260168841
no0.39594699922057675
en0.38
lt0.3509212730318258
tr0.3509212730318258
lv0.34709351305812974
tl0.334192439862543
hr0.329004329004329
sk0.3153710247349823
sq0.3067978533094812
sl0.30493273542600896
nl0.3030575539568345
de0.30243024302430244
sv0.2973708068902992
cs0.26190476190476186
yo0.2533718689788054
da0.251207729468599
az0.21479229989868287
hu0.1952232606438214
vi0.19017763845350052
fi0.17902542372881353
ms0.1474147414741474
is0.0903755868544601
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hey, hey. It's okay. You're not in trouble. I just need a translator and... look, just stay in town, alright? Don't leave Alborn."
detectedLang"en"
heavyLang"en"
scores
en0.7901049475262368
tl0.5463383020090732
ro0.4318181818181818
sv0.4308943089430894
et0.4102780117944398
fr0.40170940170940167
yo0.4001713796058268
pl0.39236111111111116
it0.39130434782608703
nl0.38271604938271603
ca0.3783303730017762
de0.3761140819964349
no0.3710691823899371
da0.3688007213706041
hr0.3488372093023256
sl0.34210526315789475
sq0.33523266856600187
cs0.29718875502008035
tr0.29149797570850206
pt0.2864424057084608
az0.2827868852459016
sk0.27461139896373055
ms0.2693110647181628
hu0.24160346695557963
vi0.23995656894679696
lt0.2324561403508772
es0.2299229922992299
lv0.2222222222222222
is0.16467780429594273
eu0.16367980884109917
be0.09090909090909091
fi0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
13
name"Maria"
dialogue"¿Alborn? Sí, me quedo. No me iré a ningún lado. Pero, por favor, ten cuidado. Lo que vi allí no era normal. No era normal en absoluto."
detectedLang"es"
heavyLang"es"
scores
es0.7828523395909218
pt0.6987951807228916
ca0.672581326573722
it0.548894062863795
fr0.5219000616903147
en0.5153220762976861
nl0.45690259285213736
no0.45652173913043476
da0.4444444444444444
sq0.43962400578452643
sv0.4379985496736766
ro0.4309838472834067
yo0.41287878787878796
sk0.36683006535947715
tl0.3637110016420361
tr0.3492863140218304
sl0.3272569444444444
cs0.31294326241134746
ms0.3098842386464826
pl0.3098842386464826
lv0.29927667269439423
de0.2986425339366516
eu0.27906976744186046
fi0.2688679245283019
hr0.2597898758357211
vi0.2519305019305019
lt0.23645320197044337
et0.21875
is0.21239837398373984
az0.20756646216768918
hu0.16756176154672395
reliabletrue
passestrue
14
name"Hunter"
dialogue"I wish I knew what you were saying, miss. Those eyes though — you saw something real, didn't you."
detectedLang"en"
heavyLang"en"
scores
en0.8284874224109768
tl0.45987654320987653
sq0.308300395256917
ca0.3009320905459388
no0.29245283018867924
cs0.2584745762711864
ms0.2532005689900427
tr0.2446043165467626
ro0.23580786026200873
es0.2335766423357664
pt0.2222222222222222
da0.20933734939759033
hr0.20933734939759033
sv0.2081447963800905
az0.20454545454545453
pl0.1935483870967742
it0.1796875
fr0.1758241758241758
yo0.14215686274509806
sk0.12060301507537688
sl0.12060301507537688
be0.11764705882352942
hu0.11317567567567569
et0.10714285714285714
is0.10714285714285714
lt0.10714285714285714
lv0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter here. Yeah. Yeah, I'll be right there. Another one? — Miss, I have to go. Please, write down your number. Your number? Phone?"
detectedLang"en"
heavyLang"en"
scores
en0.8174706649282919
tl0.631578947368421
da0.5273463875759622
yo0.453125
de0.413243922883487
no0.413243922883487
pl0.3944636678200692
sq0.3464052287581699
lt0.33396764985727884
sk0.33269780743565297
hr0.328214971209213
ro0.32497589199614274
sl0.3103448275862069
et0.3076162215628091
fr0.3013972055888224
sv0.29006085192697767
hu0.2805755395683453
it0.2631578947368421
cs0.25213675213675213
nl0.24892703862660948
ms0.2456896551724138
ca0.21962095875139354
vi0.21875
lv0.20903954802259886
is0.17159763313609466
tr0.15560916767189384
es0.125
be0.09090909090909091
az0.08256880733944955
pt0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
16
name"Maria"
dialogue"¿Tu teléfono? Ah, sí, sí. Aquí tienes."
detectedLang"es"
heavyLang"es"
scores
es0.792358803986711
ca0.702026221692491
lv0.423963133640553
fr0.3718592964824121
yo0.3718592964824121
it0.36061381074168797
sk0.2647058823529412
nl0.25595238095238093
no0.25595238095238093
cs0.2537313432835821
hr0.2537313432835821
pl0.24698795180722888
hu0.24242424242424243
fi0.2331288343558282
lt0.22360248447204967
ro0.22360248447204967
sl0.22360248447204967
da0.22118380062305293
de0.22118380062305293
en0.22118380062305293
et0.22118380062305293
sq0.20634920634920634
reliabletrue
passestrue
17
name"Hunter"
dialogue"Thank you. And — keep that camera with you. Don't let anyone touch it."
detectedLang"en"
heavyLang"en"
scores
en0.8203719357565511
tl0.5990566037735849
cs0.3089430894308943
fr0.30668841761827076
yo0.2916666666666667
it0.27101200686106347
ro0.27101200686106347
ms0.2608695652173913
vi0.25438596491228066
sl0.19811320754716982
ca0.1935483870967742
es0.18893129770992365
lv0.16829745596868884
sq0.16829745596868884
sv0.16173570019723865
da0.1533864541832669
nl0.15169660678642716
de0.1448692152917505
reliabletrue
passestrue
18
name"Maria"
dialogue"La cámara... sí. Sí, lo entiendo. Ten cuidado, detective. Ten mucho cuidado."
detectedLang"es"
heavyLang"es"
scores
es0.801980198019802
pt0.6647108130762783
ca0.6101364522417154
it0.5889003083247688
fr0.5652173913043478
en0.5402298850574713
ro0.5067817509247842
tl0.49937421777221525
yo0.4851994851994852
nl0.38461538461538464
sk0.332220367278798
vi0.30434782608695654
cs0.29947460595446584
sq0.29947460595446584
no0.2907801418439716
pl0.21414538310412573
lt0.1919191919191919
fi0.18533604887983707
da0.17355371900826447
de0.17355371900826447
et0.16142557651991615
tr0.16142557651991615
hr0.14346895074946467
sl0.14346895074946467
sv0.14346895074946467
reliabletrue
passestrue