Run: 2026-02-24-01KJ8VYBDCJCJ1KWGW9C4QRDK6

Run Details

Model:
Claude Sonnet 4.6 (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
14.4s
Cost:
$0.011730
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
Hunter: "Excuse me, miss? I'm Detective Hunter. Sorry to bother you, but I need to ask you a few questions about what happened at the orchard last night. Did you see anything unusual?" Maria: "¿Qué? Yo... sí, sí, estaba allí. Había algo en los árboles, una sombra... desapareció antes de que pudiera tomar una foto. Me asusté muchísimo." Hunter: "I'm sorry, I... do you speak English?" Maria: "No, no hablo inglés. Lo siento. Pero vi algo, ¿entiende? Algo muy extraño. Estaba oscuro y había un hombre, creo que era un hombre, caminando hacia el bosque." Hunter: "I don't understand a word you're saying, ma'am, but you look pretty shaken up. Did something scare you last night? Out near the trees?" Maria: "¡Sí! ¡Los árboles! Exactamente. Tomé algunas fotos, mire, mire aquí..." Hunter: "Wait — are those photos from last night? Can I see that camera?" Maria: "Sí, sí, tome, mire usted mismo. Ahí está la sombra. ¿Lo ve? Ahí, entre los manzanos." Hunter: "I'll be damned. There's actually something there. Miss, I need to take this camera to the station — " Maria: "¡No, no! Es mi cámara. Pero puedo enseñarle más fotos, tengo muchas. Por favor, encuentre a esa persona. Creo que alguien está en peligro." Hunter: "Okay, okay, I won't take it. But I'm coming back with a translator, do you understand? Translator. Someone who speaks... español?" Maria: "¿Un traductor? Ah, sí. Sí, estaré aquí. No me moveré de este lugar." Hunter: "Good. Just... stay here. Don't go anywhere." *Hunter's phone rings* Hunter: "Hunter here. What? When? — I'm on my way. *to Maria* I have to go. Stay here. Please." Maria: "Vaya, vaya. Yo le espero. Pero tenga cuidado, detective. Lo que sea que está en ese bosque... no se sentía bien."
created_at"2026-02-24T22:22:31.35Z" 2/24/2026, 10:22:31 PM
model"anthropic/claude-4.6-sonnet-20260217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1426
moderation_latency162
generation_time14187
tokens_prompt317
tokens_completion641
native_tokens_prompt315
native_tokens_completion719
native_tokens_completion_images(null)
native_tokens_reasoning153
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"
usage0.01173
router(null)
provider_responses
0
endpoint_id"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
id"eb95f7ef-98fa-4213-aead-3008ebafe7d9"
is_byokfalse
latency1426
model_permaslug"anthropic/claude-4.6-sonnet-20260217"
provider_name"Amazon Bedrock"
status200
api_type"completions"
id"gen-1771971751-2lQZCPtodKFlPitUly0G"
upstream_id"eb95f7ef-98fa-4213-aead-3008ebafe7d9"
total_cost0.01173
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. Sorry to bother you, but 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
en0.8046196596040291
tl0.6330724070450099
fr0.5024325519681557
no0.46326335877862596
da0.4405768274490304
it0.44029850746268656
pt0.4192049561177078
et0.3875884594447469
sq0.37810945273631835
ca0.3679775280898876
nl0.36079545454545453
es0.3343195266272189
ro0.32432432432432434
yo0.3177683444511825
cs0.3152769324406573
ms0.28069053708439895
hr0.27838357921744705
sl0.2741935483870968
sv0.2699545749513303
de0.25644415069398546
pl0.2454728370221328
sk0.2289239204934887
lv0.1847826086956522
lt0.1812227074235808
hu0.16543026706231453
tr0.15477084898572502
fi0.10926365795724466
is0.10926365795724466
az0.10572337042925278
vi0.10572337042925278
be0.058577405857740586
eu0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Qué? Yo... sí, sí, estaba allí. Había algo en los árboles, una sombra... desapareció antes de que pudiera tomar una foto. Me asusté muchísimo."
detectedLang"es"
heavyLang"es"
scores
es0.8043983928949038
ca0.6574074074074074
pt0.6235246235246236
fr0.4897959183673469
it0.43973349485160507
sv0.3495077355836849
no0.3485915492957747
ro0.33357348703170026
nl0.32873730043541366
eu0.3203526818515797
da0.31379821958456966
sk0.3117559523809524
en0.299772899318698
ms0.2693522906793049
yo0.26645519429024583
sl0.2623604465709729
tl0.26059152677857716
lv0.24055829228243022
tr0.23553719008264462
de0.23363711681855842
sq0.23363711681855842
pl0.21007685738684884
hu0.17484388938447815
cs0.14825046040515655
fi0.14667896678966788
et0.14272474513438368
is0.12653446647780925
az0.06376518218623482
hr0.059959349593495935
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I... do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7964169381107492
tl0.5854063018242123
hr0.5697074010327022
cs0.558303886925795
pl0.5183044315992292
pt0.5059288537549407
sq0.500998003992016
no0.47589098532494756
it0.46236559139784944
da0.4577006507592191
sv0.45652173913043476
sk0.44933920704845814
vi0.410377358490566
yo0.39759036144578314
ro0.39320388349514557
ca0.3556701030927836
sl0.32432432432432434
de0.22360248447204967
ms0.22360248447204967
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
uk0.20127795527156547
reliabletrue
passestrue
3
name"Maria"
dialogue"No, no hablo inglés. Lo siento. Pero vi algo, ¿entiende? Algo muy extraño. Estaba oscuro y había un hombre, creo que era un hombre, caminando hacia el bosque."
detectedLang"es"
heavyLang"es"
scores
es0.8107531055900622
pt0.6215062111801243
ca0.6015529219452391
it0.582798459563543
fr0.5020429009193054
ro0.4058500914076782
tl0.37937619350732016
en0.34343434343434337
sk0.304564907275321
da0.26248108925869895
no0.25968109339407747
sv0.24359968968192397
lv0.23409269442262373
vi0.22863924050632914
eu0.22802850356294538
lt0.22741679873217116
nl0.22372611464968153
de0.21370967741935482
et0.20796100731112918
yo0.19950738916256158
tr0.19753086419753088
hu0.18952618453865336
pl0.15584415584415584
hr0.148471615720524
cs0.14323374340949035
fi0.08536585365853659
sq0.07319391634980989
ms0.06876790830945559
reliabletrue
passestrue
4
name"Hunter"
dialogue"I don't understand a word you're saying, ma'am, but you look pretty shaken up. Did something scare you last night? Out near the trees?"
detectedLang"en"
heavyLang"en"
scores
en0.8096446700507615
tl0.5819786344635393
no0.4639666468135796
da0.42455242966751916
nl0.4039735099337748
sv0.39065673662830064
ro0.3890020366598778
it0.35988620199146515
ca0.3298585256887565
cs0.3071593533487298
sk0.30448222565687794
yo0.3006993006993007
fr0.2840095465393795
sq0.2817238627294493
hr0.2747784045124899
de0.2706645056726094
pl0.2555831265508685
pt0.25311203319502074
et0.2518703241895262
es0.2366412213740458
tr0.2153443766346992
hu0.1985752448797863
lv0.1985752448797863
ms0.19571045576407506
is0.1906474820143885
fi0.17883211678832117
sl0.16666666666666666
lt0.13875598086124402
az0.1287512100677638
vi0.1287512100677638
be0.07216494845360825
eu0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
5
name"Maria"
dialogue"¡Sí! ¡Los árboles! Exactamente. Tomé algunas fotos, mire, mire aquí..."
detectedLang"es"
heavyLang"es"
scores
es0.7615262321144673
ca0.6776504297994269
pt0.5227995758218452
lv0.4485294117647059
de0.44581280788177335
fr0.43324937027707805
sq0.4178525226390685
et0.41709844559585496
ro0.40789473684210525
en0.4039735099337748
it0.3943472409152086
nl0.3943472409152086
lt0.3860845839017735
sk0.38016528925619836
cs0.32228915662650603
da0.32228915662650603
no0.32228915662650603
yo0.3150684931506849
tl0.2537313432835821
eu0.23857868020304565
hr0.22413793103448276
tr0.2227979274611399
sl0.21875
sv0.21875
pl0.21328671328671328
ms0.20634920634920634
fi0.15413533834586465
hu0.12280701754385964
az0.11591355599214145
reliabletrue
passestrue
6
name"Hunter"
dialogue"Wait — are those photos from last night? Can I see that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8231653404067197
tl0.6402877697841727
fr0.5260663507109005
ro0.49748743718592964
ca0.49238578680203043
et0.43661971830985913
it0.40564635958395245
sq0.36908517350157727
nl0.358974358974359
sv0.3548387096774194
no0.35379644588045234
de0.35170178282009723
da0.3474714518760196
es0.30915371329879104
yo0.28698752228163993
tr0.2687385740402194
lt0.26335174953959484
az0.25925925925925924
hr0.25788497217068646
lv0.250936329588015
pl0.23954372623574144
cs0.2079207920792079
pt0.16666666666666666
hi0.16142557651991615
ms0.15254237288135594
sk0.15254237288135594
be0.14893617021276595
hu0.14346895074946467
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
7
name"Maria"
dialogue"Sí, sí, tome, mire usted mismo. Ahí está la sombra. ¿Lo ve? Ahí, entre los manzanos."
detectedLang"es"
heavyLang"es"
scores
es0.7741935483870968
ca0.6302816901408451
pt0.6209386281588447
it0.5632279534109818
fr0.4491080797481637
yo0.4179600886917961
ro0.35185185185185186
tl0.3320610687022901
cs0.3
hr0.2895805142083897
en0.2698191933240611
sq0.2584745762711864
lv0.25742574257425743
sk0.2532005689900427
vi0.25
tr0.24892703862660948
sl0.2467718794835007
no0.23469387755102045
eu0.20212765957446807
da0.15048543689320387
lt0.1449511400651466
az0.1435562805872757
is0.1435562805872757
de0.12935323383084577
reliabletrue
passestrue
8
name"Hunter"
dialogue"I'll be damned. There's actually something there. Miss, I need to take this camera to the station —"
detectedLang"en"
heavyLang"en"
scores
en0.8082454458293384
tl0.6277915632754343
yo0.49874686716791977
da0.45799457994579945
no0.45750452079566006
sv0.4439295644114921
fr0.4312796208530806
de0.4225216554379211
ro0.41118743866535823
nl0.38837920489296635
it0.38524590163934425
sq0.3730407523510972
lt0.3710691823899371
ca0.36908517350157727
pl0.35064935064935066
hr0.3464052287581699
cs0.3325917686318131
ms0.32356257046223225
es0.31662870159453305
sk0.3047508690614137
sl0.30394431554524365
et0.30313588850174217
lv0.29245283018867924
hu0.23469387755102045
pt0.21156373193166886
tr0.17695473251028807
az0.17355371900826447
fi0.12023460410557184
zh0.1137370753323486
be0.1044776119402985
is0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
9
name"Maria"
dialogue"¡No, no! Es mi cámara. Pero puedo enseñarle más fotos, tengo muchas. Por favor, encuentre a esa persona. Creo que alguien está en peligro."
detectedLang"es"
heavyLang"es"
scores
es0.8236751810903545
ca0.6486897075579188
pt0.636113296616837
fr0.5246659815005138
it0.5048179871520343
hu0.39660795825179385
lv0.3954248366013072
tl0.37961099932930914
ro0.3791946308724832
tr0.3775235531628533
en0.3664383561643836
no0.35450104675505933
sk0.35359888190076866
nl0.3495077355836849
sq0.3425728500355366
sl0.33501078360891445
cs0.3158284023668639
sv0.31328878990348924
da0.312778603268945
de0.3117559523809524
hr0.31073025335320414
lt0.2955064737242955
is0.2922723794950268
pl0.2890084550345888
eu0.2727987421383648
ms0.26294820717131473
et0.2367986798679868
fi0.2094017094017094
yo0.18286219081272084
az0.16891284815813118
vi0.07035175879396985
reliabletrue
passestrue
10
name"Hunter"
dialogue"Okay, okay, I won't take it. But I'm coming back with a translator, do you understand? Translator. Someone who speaks... español?"
detectedLang"en"
heavyLang"en"
scores
en0.7865135453474676
tl0.6147715196599361
es0.5041039671682627
da0.4979224376731302
pt0.49582753824756604
no0.4947735191637631
cs0.4490881458966565
pl0.4482496194824962
ro0.4366744366744367
ca0.43623639191290825
sq0.43403590944574555
fr0.4282334384858044
sv0.4232299124900557
hr0.4057377049180328
sk0.4013212221304706
nl0.3943191311612364
de0.39228834870075435
sl0.36010591350397175
it0.3538324420677362
et0.34684684684684686
yo0.3317972350230415
vi0.3140964995269631
lv0.2828882294757666
ms0.2647058823529412
eu0.2609582059123343
hu0.2352320675105485
is0.22625400213447172
lt0.22625400213447172
tr0.22459893048128343
az0.2093784078516903
be0.0880503144654088
fi0.0799492385786802
uk0.0799492385786802
reliabletrue
passestrue
11
name"Maria"
dialogue"¿Un traductor? Ah, sí. Sí, estaré aquí. No me moveré de este lugar."
detectedLang"es"
heavyLang"es"
scores
es0.7827136648961854
ca0.7474747474747475
pt0.6808510638297872
en0.62248322147651
ro0.5985727029438002
fr0.5882891125343093
tl0.5647969052224371
it0.5436105476673428
yo0.5370370370370371
nl0.504950495049505
lv0.44512946979038226
no0.4444444444444444
sk0.4140625
sq0.3818681318681319
cs0.3732590529247911
da0.3562231759656652
ms0.3181818181818182
tr0.29245283018867924
eu0.2890995260663507
hu0.2890995260663507
sv0.27768860353130015
hr0.27184466019417475
et0.2549668874172185
sl0.24623115577889448
pl0.22945205479452058
de0.21875
is0.14448669201520914
fi0.14285714285714285
az0.12280701754385964
lt0.12280701754385964
reliabletrue
passestrue
12
name"Hunter"
dialogue"Good. Just... stay here. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.806949806949807
tl0.52561669829222
sq0.41588785046728977
pl0.30167597765363136
et0.28977272727272724
sv0.28977272727272724
de0.2378048780487805
ca0.23547400611620795
yo0.23547400611620795
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter here. What? When? — I'm on my way. to Maria I have to go. Stay here. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8240813135261923
tl0.6097137901127494
pl0.576271186440678
da0.5706106870229007
no0.5060373216245884
cs0.5033112582781457
ca0.494949494949495
yo0.4938132733408324
sk0.4874715261958998
sq0.48216340621403914
hr0.48156682027649766
ro0.46808510638297873
sv0.4260204081632653
it0.42084942084942084
lt0.3943472409152086
et0.3835616438356164
fi0.3732590529247911
sl0.358974358974359
fr0.3580599144079886
lv0.3515850144092219
pt0.3253373313343328
de0.3181818181818182
nl0.2913385826771654
ms0.2868462757527734
eu0.24114671163575044
es0.2398648648648649
tr0.2227979274611399
hi0.15730337078651685
be0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
14
name"Maria"
dialogue"Vaya, vaya. Yo le espero. Pero tenga cuidado, detective. Lo que sea que está en ese bosque... no se sentía bien."
detectedLang"es"
heavyLang"es"
scores
es0.8062015503875969
pt0.6813031161473088
ca0.6280991735537189
fr0.6241648106904232
it0.5846153846153846
tl0.5029455081001473
en0.4831546707503829
no0.4807692307692307
ro0.4485294117647059
yo0.40528634361233484
sl0.36679174484052535
da0.32432432432432434
hr0.3084016393442623
sv0.3084016393442623
cs0.3041237113402062
eu0.28038379530916846
ms0.27961579509071505
tr0.27884615384615385
fi0.2694805194805195
is0.26550598476605003
nl0.25824175824175827
sq0.23295454545454544
hu0.2058823529411765
sk0.199288256227758
lv0.16253101736972705
vi0.11879895561357702
de0.11067193675889328
pl0.09999999999999999
az0.08536585365853659
reliabletrue
passestrue