Run: 2026-02-08-01KGYYAR10YQW5J0JKSJJ77BQK

Run Details

Model:
Claude Opus 4.5
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
13.4s
Cost:
$0.016010
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
# Voice Sheet: The Café Encounter **Setting: A small café on Main Street, Alborn, MN. Late morning.** --- Hunter: "Excuse me, miss? Mind if I sit down for a moment?" Marie: "Oh... oui, bien sûr." Hunter: "I'm Detective Hunter. I'm investigating some incidents in town. Were you by any chance near the old mill yesterday evening?" Marie: "Le moulin? Oui, j'y étais... pour prendre des photos du coucher de soleil. Mais... mon Dieu, ce que j'ai vu..." Hunter: "I'm sorry, I don't... Are you saying you were there?" Marie: "J'ai entendu des cris, monsieur. Des cris terribles près de la forêt. Et puis... plus rien. Le silence. C'était effrayant." Hunter: "Ma'am, I really need to understand what you're telling me. Do you speak any English?" Marie: "English? Non, non... je suis désolée. Je ne parle pas anglais. J'essaie de vous dire... quelqu'un avait peur. Quelqu'un criait à l'aide, j'en suis certaine." Hunter: "Okay, uh... cries? Crying? You heard crying?" Marie: "Oui! Oui, des cris! Et j'ai couru, j'ai couru vers ma voiture. Regardez..." Hunter: "Your camera. You took pictures? Can I see?" Marie: "Les photos... elles sont sombres, mais là, vous voyez? Cette silhouette près des arbres? Ce n'était pas un animal, monsieur." Hunter: "What the... Is that a person? When exactly—" *[Hunter's phone rings]* Hunter: "Detective Hunter. ...Yeah. ...Right now? ...Understood. I'm on my way." Marie: "Vous partez? Mais... qu'est-ce que je dois faire?" Hunter: "Look, I have to go, but don't leave town, okay? I'll find someone who speaks... who can translate. Stay here. Stay safe." Marie: "Je ne comprends pas, mais... d'accord. Soyez prudent, monsieur." Hunter: "I'll be back. Thank you, miss." --- *[Hunter exits hurriedly, leaving Marie clutching her camera, visibly shaken]*
created_at"2026-02-08T15:36:22.653202+00:00" 2/8/2026, 3:36:22 PM
model"anthropic/claude-4.5-opus-20251124"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1520
moderation_latency221
generation_time13059
tokens_prompt257
tokens_completion477
native_tokens_prompt297
native_tokens_completion581
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"
usage0.01601
router(null)
provider_responses
0
id"c383c230-ed34-4727-9810-b8ead22e9f07"
status200
is_byokfalse
latency1519
endpoint_id"de32581c-2e11-4f54-8d29-e8a6e19d3038"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-opus-20251124"
api_type"completions"
id"gen-1770564968-Ye725nqOna9UY6f9WdFj"
upstream_id"c383c230-ed34-4727-9810-b8ead22e9f07"
total_cost0.01601
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? Mind if I sit down for a moment?"
detectedLang"en"
heavyLang"en"
scores
en0.7728860936408106
no0.6600418410041841
da0.6356502242152466
sq0.6026894865525673
ca0.59727385377943
tl0.5701058201058201
fr0.5590230664857531
it0.5547945205479452
pt0.5511049723756907
ro0.5511049723756907
hu0.5350500715307582
pl0.5323741007194245
cs0.5289855072463767
sv0.5283018867924528
sk0.5090634441087614
es0.49768160741885625
nl0.49297971918876754
hr0.49139280125195617
et0.4873817034700315
yo0.45286195286195285
de0.3890977443609023
az0.37619961612284064
sl0.3538767395626242
ms0.3114406779661017
tr0.3114406779661017
lt0.30851063829787234
fi0.29805615550755943
is0.29805615550755943
lv0.2903930131004367
vi0.2903930131004367
be0.17721518987341772
eu0.17721518987341772
uk0.16237113402061853
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh... oui, bien sûr."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7816593886462883
es0.5708154506437768
nl0.5555555555555556
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm Detective Hunter. I'm investigating some incidents in town. Were you by any chance near the old mill yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.8094418490287681
tl0.6579876434245366
nl0.6103569632981398
fr0.568725653867557
ro0.5638716938660664
it0.5334136062612884
pt0.5322872661436331
da0.523370233702337
sv0.5131909547738693
de0.5073108709472346
ca0.5032051282051282
no0.49642625081221575
es0.4392185238784371
sl0.4355426074289876
cs0.4092987804878049
sq0.3755036261079775
sk0.33590402742073694
hr0.334192439862543
ms0.32077125328659073
az0.2597898758357211
yo0.24684159378036927
is0.24242424242424243
pl0.20675537359263052
et0.1952232606438214
lt0.19270833333333331
lv0.17728237791932058
fi0.07074340527577938
tr0.07074340527577938
reliabletrue
passestrue
3
name"Marie"
dialogue"Le moulin? Oui, j'y étais... pour prendre des photos du coucher de soleil. Mais... mon Dieu, ce que j'ai vu..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8196948682385575
ca0.5492371705963939
pt0.5310245310245311
es0.48778565799842394
da0.4444444444444444
de0.43820224719101125
it0.4106980961015413
no0.39365671641791045
sv0.3862134088762984
ro0.38330170777988615
tl0.33605720122574056
en0.3222106360792492
lt0.3143459915611814
nl0.3128964059196617
yo0.2494226327944573
eu0.2459396751740139
sl0.24242424242424243
hu0.23076923076923078
lv0.21020656136087487
tr0.20634920634920634
hi0.19254658385093168
vi0.1321762349799733
hr0.10958904109589042
sk0.10958904109589042
az0.08835904628330996
ms0.08835904628330996
sq0.08835904628330996
reliabletrue
passestrue
4
name"Hunter"
dialogue"I'm sorry, I don't... Are you saying you were there?"
detectedLang"en"
heavyLang"en"
scores
en0.8269435569755059
tl0.5206489675516224
ro0.4227353463587922
it0.3981481481481482
sq0.39478584729981375
cs0.3602362204724409
de0.3538767395626242
tr0.34343434343434337
no0.30851063829787234
da0.2995689655172413
hr0.2995689655172413
ca0.29805615550755943
sv0.29805615550755943
pl0.2793791574279379
pt0.23529411764705882
yo0.2111650485436893
sk0.181360201511335
be0.17721518987341772
hu0.1709183673469388
az0.16237113402061853
et0.16237113402061853
is0.16237113402061853
lt0.16237113402061853
lv0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
5
name"Marie"
dialogue"J'ai entendu des cris, monsieur. Des cris terribles près de la forêt. Et puis... plus rien. Le silence. C'était effrayant."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8079877112135178
ca0.6103896103896105
es0.508519003931848
da0.43438914027149317
no0.4131455399061033
it0.41222570532915365
ro0.4042891183478951
tl0.3946731234866829
pt0.3822075782537067
en0.355116079105761
yo0.3333333333333333
nl0.2767598842815815
sq0.2704280155642024
de0.2647058823529412
hu0.25595238095238093
sv0.25298804780876494
tr0.23857868020304565
cs0.23547400611620795
et0.22680412371134018
sl0.20382165605095542
eu0.19181034482758622
az0.14383561643835618
sk0.12587412587412586
vi0.10071942446043164
is0.09200968523002422
lv0.08200734394124846
ms0.07749077490774908
fi0.07292954264524104
pl0.07292954264524104
reliabletrue
passestrue
6
name"Hunter"
dialogue"Ma'am, I really need to understand what you're telling me. Do you speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8047538200339559
no0.6083106267029973
da0.5775165319617928
tl0.5518316445830086
cs0.5081266039349872
pl0.4884341637010676
sv0.4748858447488585
hr0.4700460829493087
sk0.4611059044048735
sq0.4492337164750958
nl0.4323790720631787
de0.41624365482233505
sl0.4053774560496381
et0.4010416666666667
ca0.37363834422657954
pt0.36323366555924697
ms0.3532058492688414
ro0.35101580135440186
yo0.3443557582668187
it0.31952662721893493
lv0.30133657351154314
lt0.2857142857142857
es0.24342105263157895
fr0.2374005305039788
vi0.23230974632843793
is0.19241573033707865
az0.1797432239657632
fi0.11538461538461538
be0.10852713178294573
tr0.10852713178294573
hu0.1043613707165109
uk0.0987460815047022
reliabletrue
passestrue
7
name"Marie"
dialogue"English? Non, non... je suis désolée. Je ne parle pas anglais. J'essaie de vous dire... quelqu'un avait peur. Quelqu'un criait à l'aide, j'en suis certaine."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7795969773299748
en0.5050904977375565
it0.4785458879618594
ca0.4254760341431385
ro0.4111709286675639
pt0.40232240437158473
sl0.3732091690544413
lt0.36363636363636365
sq0.3376230128690386
de0.3320610687022901
nl0.33103975535168195
hr0.3238021638330757
yo0.3011182108626198
cs0.2983159582999198
es0.2983159582999198
sk0.24633936261843237
ms0.24373379429559205
fi0.23447069116360456
lv0.22634836427939875
tr0.22291296625222026
da0.2222222222222222
no0.2222222222222222
hu0.21944692239072258
sv0.21875
pl0.15295256534365925
eu0.15213178294573643
et0.14965986394557826
tl0.14383561643835618
az0.13194444444444445
reliabletrue
passestrue
8
name"Hunter"
dialogue"Okay, uh... cries? Crying? You heard crying?"
detectedLang"en"
heavyLang"en"
scores
en0.7334123222748815
tl0.6835443037974683
ca0.3119266055045872
fr0.2879746835443038
cs0.25742574257425743
de0.25
nl0.25
reliabletrue
passestrue
9
name"Marie"
dialogue"Oui! Oui, des cris! Et j'ai couru, j'ai couru vers ma voiture. Regardez..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7861942577886377
tl0.4852941176470589
en0.46808510638297873
ca0.45226917057902977
it0.44178628389154706
et0.4233937397034596
de0.3761140819964349
ro0.3027888446215139
yo0.2985971943887776
da0.29577464788732394
fi0.28716904276985744
sq0.279835390946502
no0.27835051546391754
pl0.23413566739606126
nl0.2222222222222222
hr0.19724770642201836
hu0.1898148148148148
sk0.1898148148148148
sl0.18604651162790697
vi0.1822429906542056
es0.17452830188679244
lt0.1566265060240964
ms0.1566265060240964
reliabletrue
passestrue
10
name"Hunter"
dialogue"Your camera. You took pictures? Can I see?"
detectedLang"en"
heavyLang"en"
scores
en0.7988295537673737
ca0.6391076115485563
tl0.6232876712328766
ro0.5925925925925926
et0.5462046204620462
sv0.5149911816578483
it0.49817518248175185
fr0.49355432780847147
no0.4410569105691057
da0.434156378600823
cs0.39956331877729256
ms0.3529411764705882
nl0.34988179669030733
tr0.3483412322274882
lv0.34679334916864607
de0.3436754176610978
az0.3373493975903614
hr0.3357487922705314
sq0.3276283618581907
pl0.314214463840399
es0.2647058823529412
yo0.2403314917127072
sk0.207492795389049
be0.20289855072463767
hu0.19590643274853803
is0.1863905325443787
lt0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
11
name"Marie"
dialogue"Les photos... elles sont sombres, mais là, vous voyez? Cette silhouette près des arbres? Ce n'était pas un animal, monsieur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8160919540229885
ca0.600997506234414
es0.42363112391930835
pt0.37694704049844235
de0.3710691823899371
it0.3710691823899371
no0.34906427990235966
ro0.30915371329879104
nl0.29701230228471004
da0.28825622775800713
en0.2857142857142857
hu0.23224568138195778
lv0.22928709055876687
yo0.19517102615694165
lt0.17610710607621008
vi0.16405433646812956
tl0.15611814345991562
sq0.1341991341991342
sv0.13137893593919653
et0.11504424778761062
ms0.09502262443438914
tr0.09297052154195011
hi0.08779931584948689
az0.0867579908675799
hr0.08151549942594719
reliabletrue
passestrue
12
name"Hunter"
dialogue"What the... Is that a person? When exactly—"
detectedLang"en"
heavyLang"en"
scores
en0.8421717171717171
tl0.6234939759036143
nl0.6081504702194357
hu0.5987158908507223
yo0.5805369127516778
no0.5636998254799301
sv0.5519713261648745
is0.5462794918330308
ro0.5462794918330308
da0.5437956204379563
es0.5437956204379563
sq0.5437956204379563
fr0.5274102079395085
pt0.5265151515151516
ms0.4780793319415449
ca0.4747899159663866
de0.4600431965442765
it0.4600431965442765
cs0.4331065759637188
sk0.43052391799544415
hr0.40617577197149646
pl0.3961352657004831
lt0.3811881188118812
lv0.3670886075949367
tr0.3654822335025381
az0.3403693931398417
et0.32795698924731176
sl0.2647058823529412
eu0.21875
vi0.21875
fi0.20127795527156547
reliabletrue
passestrue
13
name"Hunter"
dialogue"Detective Hunter. ...Yeah. ...Right now? ...Understood. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8075998075998077
tl0.6447602131438721
fr0.5283018867924528
da0.5255041518386714
no0.5238095238095238
sv0.46524064171123
de0.4601889338731444
ca0.45799457994579945
cs0.4421199442119944
ro0.43741209563994377
pl0.38837920489296635
sk0.38461538461538464
it0.3710691823899371
pt0.36808846761453395
nl0.3640699523052464
es0.3079584775086505
hr0.27927927927927926
et0.2779783393501805
sq0.2753623188405797
fi0.2727272727272727
yo0.27140255009107467
sl0.23954372623574144
hi0.17355371900826447
ms0.12854030501089325
tr0.12854030501089325
reliabletrue
passestrue
14
name"Marie"
dialogue"Vous partez? Mais... qu'est-ce que je dois faire?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.822380106571936
pt0.659477866061294
ca0.5447647951441578
nl0.5016611295681063
es0.4800693240901213
sl0.4444444444444444
hr0.44237918215613387
ro0.44029850746268656
yo0.42528735632183906
cs0.4117647058823529
sk0.4094488188976378
it0.3736951983298539
en0.358974358974359
pl0.3492407809110629
de0.34782608695652173
tl0.34497816593886466
az0.21052631578947367
eu0.21052631578947367
da0.2
lt0.2
sv0.2
lv0.1935483870967742
no0.1935483870967742
sq0.1935483870967742
et0.1891891891891892
ms0.1891891891891892
tr0.18256130790190736
hu0.17355371900826447
reliabletrue
passestrue
15
name"Hunter"
dialogue"Look, I have to go, but don't leave town, okay? I'll find someone who speaks... who can translate. Stay here. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8113207547169812
tl0.5041952707856598
da0.4596841230257689
pl0.4031221303948576
hr0.37679769894535
no0.37619961612284064
sq0.3200836820083682
yo0.31650893796004204
cs0.31216931216931215
ca0.30851063829787234
sk0.2911668484187568
et0.2864983534577387
ro0.28335170893054024
it0.28017718715393136
lv0.2793791574279379
lt0.2647058823529412
tr0.24418604651162787
az0.23439340400471145
sv0.23258559622195982
sl0.21686746987951808
fr0.20537897310513448
pt0.19554455445544552
es0.19254658385093168
vi0.18851435705368288
be0.09722222222222222
de0.09344490934449094
eu0.09344490934449094
hu0.09344490934449094
is0.08835904628330996
nl0.08835904628330996
uk0.08835904628330996
ms0.08321579689703808
reliabletrue
passestrue
16
name"Marie"
dialogue"Je ne comprends pas, mais... d'accord. Soyez prudent, monsieur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7959673547767643
ca0.5960076045627376
it0.5609504132231405
nl0.5142857142857142
en0.4720496894409938
ro0.4627054361567636
tl0.42953020134228187
sl0.41460055096418735
sq0.41135734072022156
cs0.41054091539528437
pt0.40807799442896936
lt0.4039270687237027
hr0.40056417489421725
es0.3963068181818182
de0.3410852713178295
sk0.3359375
yo0.2772108843537415
pl0.2747440273037543
hu0.24911660777385158
lv0.19507575757575757
tr0.18111753371868977
fi0.17153996101364524
ms0.1650294695481336
az0.15
et0.1414141414141414
no0.1361788617886179
da0.1290983606557377
sv0.1290983606557377
reliabletrue
passestrue
17
name"Hunter"
dialogue"I'll be back. Thank you, miss."
detectedLang"en"
heavyLang"en"
scores
en0.8062015503875969
tl0.6136865342163355
vi0.453125
hu0.4006849315068493
lt0.3902439024390244
yo0.38596491228070173
cs0.308300395256917
reliabletrue
passestrue