Run: 2026-02-08-01KGYYH8WZZJYK5360B81JYA75

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
11.9s
Cost:
$0.009021
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
# Dialogue 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?" **Isabella:** *looks up from camera, startled* "Oh! Sì? Cosa vuole?" **Hunter:** "I'm investigating some disappearances in town. Were you at the apple festival last Saturday night?" **Isabella:** *nods nervously* "Sì, sì... io ero lì. È stato terribile! Ho visto qualcosa... non so come spiegare..." **Hunter:** *pauses, frowning* "I'm sorry, I don't... Do you speak English?" **Isabella:** *shaking her head, speaking faster* "Non parlo inglese! Qualcuno deve aiutarmi! C'era un uomo... nella foresta vicino al festival... sembrava così strano..." **Hunter:** "Okay, slow down. I don't understand what you're saying." **Isabella:** *visibly upset, gesturing with hands* "La mia amica! Lei è sparita quella notte! Una ragazza con i capelli rossi. L'ha vista?" **Hunter:** *pulls out notepad, looking frustrated* "Look, I can see you're upset about something. Can you write it down? Or draw it?" **Isabella:** *picks up camera with trembling hands* "Foto! Ho delle foto!" *starts scrolling through images* "Guardi qui!" **Hunter:** *leans in to look at camera* "What am I looking at here?" **Isabella:** *pointing at screen frantically* "Questo uomo! Lui stava seguendo le persone! Vicino agli alberi di mele!" **Hunter:** *phone rings* "Hold on." *answers* "Hunter here... Yeah... What? Another one? When?... Damn it. I'll be right there." *looks at Isabella apologetically* "I have to go. Stay here, please. STAY. HERE." *gestures with hands* **Isabella:** "Cosa? Non capisco... dove va?" **Hunter:** *already backing away* "I'll find someone who speaks Italian. Don't leave town!" *hurries toward door* **Isabella:** *calling after him desperately* "Aspetti! Le foto! Deve vedere le foto!"
created_at"2026-02-08T15:39:54.991995+00:00" 2/8/2026, 3:39:54 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2053
moderation_latency167
generation_time11705
tokens_prompt261
tokens_completion495
native_tokens_prompt297
native_tokens_completion542
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"
usage0.009021
router(null)
provider_responses
0
id"2b22618b-0504-4a98-bb1b-73a93822c444"
status200
is_byokfalse
latency2053
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770565182-mexw9OikZ0XYeisALDyC"
upstream_id"2b22618b-0504-4a98-bb1b-73a93822c444"
total_cost0.009021
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"Isabella"
dialogue"Oh! Sì? Cosa vuole?"
detectedLang"it"
heavyLang"it"
scores
it0.790268456375839
yo0.5733788395904437
nl0.5
ca0.4517543859649123
es0.3842364532019704
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm investigating some disappearances in town. Were you at the apple festival last Saturday night?"
detectedLang"en"
heavyLang"en"
scores
en0.8029833943146637
tl0.6539792387543253
fr0.5946728430804864
nl0.5660260384376937
it0.5111731843575419
no0.5042492917847025
ms0.4856722997795738
pt0.4856722997795738
de0.48109710896960706
ro0.47994056463595847
da0.47761194029850745
sv0.452697419859265
es0.4501178318931658
ca0.4186046511627907
sl0.4001713796058268
hr0.3665158371040724
cs0.3607305936073059
et0.31906614785992216
sq0.317738791423002
az0.3137254901960784
lv0.2886178861788618
yo0.2776057791537668
sk0.2677824267782427
lt0.2647058823529412
pl0.17355371900826447
is0.16467780429594273
fi0.1484184914841849
hu0.08735332464146023
reliabletrue
passestrue
3
name"Isabella"
dialogue"Sì, sì... io ero lì. È stato terribile! Ho visto qualcosa... non so come spiegare..."
detectedLang"it"
heavyLang"it"
scores
it0.8005077983315197
en0.5412844036697247
yo0.5246326707000863
de0.49308755760368667
no0.4850187265917603
ca0.458128078817734
pt0.4416243654822335
fr0.42827442827442824
sl0.40604751619870405
sk0.38752783964365256
es0.38547486033519557
sv0.32432432432432434
lt0.31335830212234705
tl0.2948717948717949
nl0.2801047120418848
lv0.27821522309711283
da0.2763157894736842
ro0.23717059639389734
cs0.23504867872044508
ms0.22969187675070027
fi0.2109038737446198
hr0.19941775836972345
sq0.19941775836972345
az0.1863905325443787
et0.18154761904761904
pl0.18154761904761904
vi0.15254237288135594
eu0.13657770800627944
is0.11575562700964631
hu0.10277324632952692
tr0.09688013136288999
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"Isabella"
dialogue"Non parlo inglese! Qualcuno deve aiutarmi! C'era un uomo... nella foresta vicino al festival... sembrava così strano..."
detectedLang"it"
heavyLang"it"
scores
it0.804084540489195
ca0.5676100628930818
es0.5676100628930818
fr0.5152761457109283
pt0.47385204081632654
hr0.42867036011080334
ro0.42827442827442824
en0.4214586255259467
sl0.41654879773691655
ms0.4043321299638989
da0.38248502994011974
no0.3702290076335878
nl0.3514150943396226
sk0.34471803018268465
lv0.3426294820717132
sv0.3378812199036918
cs0.3352135374697824
et0.3287225386493084
tl0.3125
az0.29906542056074764
sq0.28633217993079585
fi0.2647058823529412
de0.26273458445040215
lt0.23681776133209992
is0.22096317280453256
yo0.21503330161750714
pl0.20135527589545013
eu0.18154761904761904
hu0.1397288842544317
tr0.12513255567338283
reliabletrue
passestrue
6
name"Hunter"
dialogue"Okay, slow down. I don't understand what you're saying."
detectedLang"en"
heavyLang"en"
scores
en0.7943595769682726
no0.5580808080808082
da0.5569620253164557
tl0.5
sv0.4992846924177396
pl0.36823104693140796
de0.3554327808471455
cs0.35064935064935066
nl0.3371212121212121
tr0.3269230769230769
ro0.31906614785992216
sk0.3150684931506849
hr0.2842535787321063
ca0.2827868852459016
is0.2813141683778234
sq0.2768595041322314
it0.24731182795698922
yo0.19908466819221968
be0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
et0.15254237288135594
lt0.15254237288135594
lv0.15254237288135594
uk0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue
7
name"Isabella"
dialogue"La mia amica! Lei è sparita quella notte! Una ragazza con i capelli rossi. L'ha vista?"
detectedLang"it"
heavyLang"it"
scores
it0.8079385403329065
ca0.6219281663516069
es0.6
ro0.5873452544704264
sq0.4936708860759494
no0.43661971830985913
pt0.4186046511627907
sv0.39209726443769
da0.38461538461538464
is0.37629937629937626
et0.3730407523510972
fr0.3704092339979014
tl0.3576017130620985
yo0.3456924754634678
pl0.3250843644544432
hr0.3220338983050847
vi0.31662870159453305
fi0.28994082840236685
cs0.2840095465393795
hu0.2779783393501805
sk0.25650557620817843
lv0.24812030075187969
lt0.24242424242424243
en0.22178988326848248
tr0.20634920634920634
de0.19786096256684493
sl0.19463087248322147
ms0.13294797687861273
eu0.11504424778761062
nl0.11242603550295857
be0.1044776119402985
az0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I can see you're upset about something. Can you write it down? Or draw it?"
detectedLang"en"
heavyLang"en"
scores
en0.8095238095238095
tl0.5201535508637236
et0.3939393939393939
sq0.3055555555555556
ca0.3006993006993007
it0.27219796215429404
cs0.26793557833089315
ro0.2625368731563422
yo0.24585218702865763
sk0.23547400611620795
fr0.23076923076923078
lv0.2295839753466872
tr0.22720247295208654
no0.2248062015503876
az0.21875
da0.21752738654147105
hr0.21752738654147105
sv0.2163009404388715
lt0.2125984251968504
pl0.20127795527156547
fi0.17355371900826447
es0.13494809688581316
ms0.13494809688581316
pt0.13494809688581316
sl0.12587412587412586
be0.12280701754385964
hu0.11816578483245149
is0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
9
name"Isabella"
dialogue"Guardi qui!"
detectedLang"it"
heavyLang"it"
scores
it0.7933884297520661
fr0.7634069400630915
ca0.70703125
en0.5283018867924528
es0.5283018867924528
pt0.5283018867924528
et0.506578947368421
hr0.506578947368421
tl0.5
reliabletrue
passestrue
10
name"Hunter"
dialogue"What am I looking at here?"
detectedLang"en"
heavyLang"en"
scores
en0.8312439729990356
no0.6875
tl0.6704331450094161
da0.642126789366053
sq0.5721271393643031
ro0.5580808080808082
de0.5466321243523317
sv0.5442708333333333
hr0.44267515923566875
ca0.44089456869009586
is0.4336569579288026
pl0.4186046511627907
it0.396551724137931
cs0.375
nl0.36823104693140796
hi0.3320610687022901
yo0.3320610687022901
sk0.29149797570850206
fr0.2886178861788618
pt0.2886178861788618
be0.2857142857142857
tr0.2857142857142857
hu0.2768595041322314
az0.2647058823529412
et0.2647058823529412
lt0.2647058823529412
lv0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
11
name"Isabella"
dialogue"Questo uomo! Lui stava seguendo le persone! Vicino agli alberi di mele!"
detectedLang"it"
heavyLang"it"
scores
it0.8037190082644629
es0.603836530442035
pt0.5818661971830986
fr0.49788583509513745
ca0.4431418522860493
sl0.4411764705882353
ms0.4385342789598109
hr0.4186046511627907
ro0.4069912609238452
sk0.40624999999999994
cs0.39567430025445294
tl0.3572395128552098
yo0.3484224965706447
en0.34392265193370164
hu0.34392265193370164
lt0.2658423493044822
no0.2543171114599686
da0.24121405750798725
nl0.23878205128205127
lv0.23387096774193547
et0.2313915857605178
fi0.1739130434782609
eu0.16958041958041958
vi0.16958041958041958
sv0.15480427046263345
sq0.1394927536231884
de0.13636363636363635
tr0.12361623616236161
is0.1171003717472119
az0.11048689138576778
pl0.11048689138576778
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to go. Stay here, please. STAY. HERE."
detectedLang"en"
heavyLang"en"
scores
en0.8352553542009885
da0.6610169491525424
pl0.648506151142355
tl0.6296296296296297
yo0.6007984031936128
hr0.5604395604395604
no0.5594713656387665
cs0.5412844036697247
sq0.5391705069124424
sk0.504950495049505
ro0.48717948717948717
lv0.4805194805194805
lt0.4550408719346049
ca0.40828402366863903
sv0.40828402366863903
sl0.37694704049844235
it0.36507936507936506
be0.25925925925925924
tr0.25925925925925924
hu0.250936329588015
az0.23954372623574144
et0.23954372623574144
is0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
13
name"Isabella"
dialogue"Cosa? Non capisco... dove va?"
detectedLang"it"
heavyLang"it"
scores
it0.8159509202453988
es0.7035573122529644
ca0.6938775510204083
fr0.6644295302013423
ro0.604221635883905
pt0.5454545454545454
en0.5384615384615384
tl0.49664429530201337
eu0.3670886075949367
yo0.336283185840708
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'll find someone who speaks Italian. Don't leave town!"
detectedLang"en"
heavyLang"en"
scores
en0.8022598870056498
tl0.3445692883895131
da0.31237721021611
ro0.3013972055888224
ms0.3
sq0.29577464788732394
es0.28716904276985744
et0.2842535787321063
pt0.2813141683778234
fi0.2768595041322314
it0.19724770642201836
sl0.16666666666666666
yo0.16666666666666666
de0.15254237288135594
fr0.15254237288135594
lt0.15254237288135594
nl0.15254237288135594
no0.15254237288135594
az0.14425427872860636
cs0.14425427872860636
hr0.14425427872860636
sv0.14425427872860636
tr0.14425427872860636
reliabletrue
passestrue
15
name"Isabella"
dialogue"Aspetti! Le foto! Deve vedere le foto!"
detectedLang"it"
heavyLang"it"
scores
it0.8089519650655022
ro0.7217806041335453
sl0.6136865342163355
pt0.5977011494252874
es0.5872641509433962
fr0.5772946859903382
nl0.5070422535211268
no0.5070422535211268
da0.5014245014245015
sk0.49275362318840576
de0.4868035190615836
fi0.4807121661721069
tr0.4631901840490798
cs0.4615384615384615
ca0.42622950819672134
yo0.41077441077441074
hu0.358974358974359
ms0.3137254901960784
is0.3055555555555556
en0.2886178861788618
sq0.2886178861788618
lv0.2647058823529412
pl0.2647058823529412
et0.25213675213675213
hr0.25213675213675213
reliabletrue
passestrue