Run: 2026-02-08-01KGYY06T2C9P6A46YN5TZ2VA9

Run Details

Model:
Claude Opus 4.5
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
13.0s
Cost:
$0.015685
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
# Voice Sheet: The Café Interview **Setting: A small café on Main Street, Alborn, MN. Late morning.** --- Hunter: "Excuse me, miss? Mind if I sit down? I'm Detective Hunter with the county sheriff's office." Isabella: *looks up from camera, startled* "Scusi? Non capisco..." Hunter: "I'm investigating the disappearance of a local woman. Sarah Mills. Were you in town last Tuesday evening?" Isabella: *eyes widening with recognition at the name* "Sarah? Oh, Dio mio... L'ho vista! L'ho vista quella sera vicino al lago. Stava parlando con qualcuno nell'ombra. Era così strano, così inquietante..." *clutches camera nervously* Hunter: *frowning, leaning forward* "I'm sorry, I don't... Do you speak English?" Isabella: *shaking her head, gesturing frantically* "No, no English. Mi dispiace. Ma devo dirle—quella notte, ho scattato delle foto. Forse... forse c'è qualcosa..." *taps her camera* Hunter: "Photos? You took photos?" *points at camera* "Pictures?" Isabella: *nodding vigorously* "Sì, sì! Foto! Ma ho paura... quella persona, mi ha vista. Mi ha guardata direttamente." Hunter: *rubbing his temple* "I wish I knew what you were saying. This is important, isn't it?" Isabella: *voice trembling* "Era terrificante. Non riesco a dormire. Ogni volta che chiudo gli occhi, vedo quel volto..." Hunter: *pulling out a card, sliding it across the table* "Look, maybe I can find a translator—" *Phone rings* Hunter: *answering* "Hunter here... Yeah... Where? I'm on my way." *stands up* "I have to go. Please, stay in town." *gestures staying motion* "Stay. Okay?" Isabella: *clutching the card* "Aspetti! Per favore, deve ascoltarmi! È pericoloso qui!" Hunter: *backing away with an apologetic look* "I'll find someone who speaks Italian. I'll be back." Isabella: *whispers to herself as he leaves* "Per favore, faccia in fretta, detective. Prima che sia troppo tardi..." --- **END SCENE**
created_at"2026-02-08T15:30:36.906644+00:00" 2/8/2026, 3:30:36 PM
model"anthropic/claude-4.5-opus-20251124"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1565
moderation_latency203
generation_time12739
tokens_prompt261
tokens_completion512
native_tokens_prompt297
native_tokens_completion568
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"
usage0.015685
router(null)
provider_responses
0
id"16c69669-780f-40d5-95fe-4b62c5548e53"
status200
is_byokfalse
latency1565
endpoint_id"de32581c-2e11-4f54-8d29-e8a6e19d3038"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-opus-20251124"
api_type"completions"
id"gen-1770564623-MjCoGR7z8RiP8MMLZem3"
upstream_id"16c69669-780f-40d5-95fe-4b62c5548e53"
total_cost0.015685
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? I'm Detective Hunter with the county sheriff's office."
detectedLang"en"
heavyLang"en"
scores
en0.778516057585825
tl0.6050032916392363
no0.5859213250517599
sq0.504950495049505
fr0.49706621961441744
da0.4936708860759494
sv0.4666666666666667
ro0.4434137291280148
it0.4180407371483996
nl0.3969849246231156
ca0.3858751279426817
de0.3756503642039542
pt0.3485342019543974
ms0.3325917686318131
es0.3181818181818182
et0.2907801418439716
sl0.2628992628992629
hr0.2555831265508685
yo0.24433249370277077
cs0.2277992277992278
hu0.2052980132450331
tr0.17695473251028807
pl0.17355371900826447
fi0.1111111111111111
sk0.10714285714285714
be0.1044776119402985
az0.09502262443438914
is0.09502262443438914
lt0.09502262443438914
lv0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
1
name"Isabella"
dialogue"Scusi? Non capisco..."
detectedLang"it"
heavyLang"it"
scores
it0.7755834829443448
fr0.6069182389937107
pt0.5901639344262295
es0.5874587458745875
en0.5833333333333334
tl0.5421245421245421
ro0.423963133640553
eu0.410377358490566
ca0.3961352657004831
yo0.37810945273631835
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm investigating the disappearance of a local woman. Sarah Mills. Were you in town last Tuesday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.8015873015873016
tl0.71150019896538
nl0.632725430597771
ro0.5859508852084523
it0.5692216280451574
no0.5437382001258654
pt0.5217678100263852
fr0.5185922974767596
sv0.5078071961982349
de0.4972260748959778
ms0.49194113524877364
da0.4869072894550602
es0.4858156028368794
ca0.46651949963208245
hr0.41579371474617244
is0.4081632653061225
yo0.4013212221304706
cs0.3973399833748961
sq0.39228834870075435
sl0.3739205526770294
az0.3728373702422146
et0.33608058608058605
sk0.3108365019011407
fi0.27644710578842313
hu0.25257731958762886
tr0.240041928721174
lv0.23117709437963943
lt0.2229367631296892
pl0.20678336980306347
eu0.0880503144654088
vi0.0880503144654088
reliabletrue
passestrue
3
name"Isabella"
dialogue"Sarah? Oh, Dio mio... L'ho vista! L'ho vista quella sera vicino al lago. Stava parlando con qualcuno nell'ombra. Era così strano, così inquietante..."
detectedLang"it"
heavyLang"it"
scores
it0.7907463380609161
es0.6191282268303004
pt0.5408163265306122
ca0.5148247978436657
fr0.4724501758499414
ro0.4545454545454546
hr0.4238156209987196
da0.3939393939393939
sl0.3814432989690722
ms0.3697478991596639
nl0.36930623686054664
de0.36575052854122625
tl0.3635077793493635
lv0.3548387096774194
sk0.3529834651329979
sq0.34782608695652173
no0.32381667918858
en0.32177844762622454
fi0.3197278911564626
et0.3135011441647597
cs0.297423887587822
eu0.293563579277865
sv0.29245283018867924
is0.24369747899159663
az0.225473321858864
tr0.2227979274611399
pl0.18772563176895307
hu0.1818181818181818
lt0.17355371900826447
vi0.1270611057225994
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"No, no English. Mi dispiace. Ma devo dirle—quella notte, ho scattato delle foto. Forse... forse c'è qualcosa..."
detectedLang"it"
heavyLang"it"
scores
it0.7833488084184463
ca0.4942196531791907
no0.4897959183673469
fr0.48263118994826315
sk0.46564885496183206
en0.44751381215469616
de0.44356120826709056
pt0.40878378378378377
es0.39810834049871024
da0.3955094991364421
ro0.360146252285192
et0.34148635936030103
tl0.3223620522749274
pl0.3157380254154448
cs0.3110236220472441
hr0.3069306930693069
sv0.2768595041322314
fi0.2631578947368421
sq0.2366412213740458
nl0.23580786026200873
lv0.21700223713646533
sl0.19447640966628307
hu0.19261822376009227
yo0.19168591224018475
tr0.18604651162790697
lt0.17936694021101993
ms0.16367980884109917
is0.12718204488778054
vi0.10025706940874037
reliabletrue
passestrue
6
name"Hunter"
dialogue"Pictures?"
detectedLang"en"
heavyLang"fr"
scores
en0.7844827586206896
fr0.7191011235955056
ca0.6938775510204083
ro0.669603524229075
tl0.669603524229075
et0.5664739884393063
lv0.5253164556962026
da0.4897959183673469
de0.4897959183673469
nl0.4897959183673469
no0.4897959183673469
sv0.4897959183673469
reliabletrue
passestrue
7
name"Isabella"
dialogue"Sì, sì! Foto! Ma ho paura... quella persona, mi ha vista. Mi ha guardata direttamente."
detectedLang"it"
heavyLang"it"
scores
it0.800228310502283
ca0.6820109024833434
es0.6771217712177122
ro0.6153846153846154
pt0.5769540692989524
no0.5414847161572053
fr0.5248868778280543
sq0.5214220601640838
sk0.5088868101028999
et0.49952335557673977
tl0.47447447447447455
sv0.45987654320987653
eu0.4496855345911949
hu0.44561774023231254
lv0.4414893617021277
hr0.4366952789699571
sl0.4192477876106194
pl0.4134078212290503
cs0.41275167785234906
nl0.41275167785234906
da0.4114349775784753
fi0.4101123595505618
de0.4074492099322799
lt0.3951612903225807
yo0.38882421420256114
is0.3371212121212121
en0.3119266055045872
ms0.28765264586160105
tr0.2778541953232462
az0.18351477449455675
vi0.12935323383084577
reliabletrue
passestrue
8
name"Hunter"
dialogue"I wish I knew what you were saying. This is important, isn't it?"
detectedLang"en"
heavyLang"en"
scores
en0.8254799301919721
tl0.6240601503759399
ca0.5215311004784688
ro0.477124183006536
it0.43661971830985913
fr0.42857142857142855
sq0.4177583697234352
no0.4143484626647145
yo0.4143484626647145
da0.4091580502215657
tr0.38461538461538464
nl0.36507936507936506
hu0.355877616747182
sv0.33884297520661155
es0.32998324958123953
pt0.32998324958123953
cs0.313893653516295
is0.27927927927927926
lv0.27140255009107467
hr0.25788497217068646
lt0.250936329588015
pl0.23954372623574144
sk0.15254237288135594
be0.14893617021276595
az0.13606911447084233
et0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
9
name"Isabella"
dialogue"Era terrificante. Non riesco a dormire. Ogni volta che chiudo gli occhi, vedo quel volto..."
detectedLang"it"
heavyLang"it"
scores
it0.7953736654804271
pt0.5848375451263538
es0.5131244707874683
fr0.5017331022530329
ca0.49825479930191974
en0.481981981981982
ro0.4180161943319838
hu0.4150559511698881
de0.33371958285052145
eu0.2987804878048781
ms0.29012345679012347
sq0.28836633663366334
fi0.26376440460947503
no0.26187419768934533
sl0.2532467532467532
hr0.24540682414698162
tl0.23025435073627845
pl0.2219215155615697
is0.20689655172413793
nl0.19241573033707865
da0.19014084507042253
az0.18785310734463279
cs0.18670438472418668
sk0.1843971631205674
et0.1797432239657632
sv0.1797432239657632
yo0.17146974063400575
lt0.1248097412480974
tr0.11809815950920245
lv0.10852713178294573
vi0.10852713178294573
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, maybe I can find a translator—"
detectedLang"en"
heavyLang"en"
scores
en0.8113207547169812
da0.635036496350365
ca0.6301775147928995
ro0.609375
hr0.6
pl0.5954692556634305
sq0.5854063018242123
no0.5755517826825127
sv0.5621716287215411
it0.5479204339963833
cs0.5421245421245421
tr0.5344506517690875
pt0.5291902071563088
tl0.52561669829222
az0.5183044315992292
sk0.5145631067961165
et0.4959677419354839
hu0.47145877378435525
vi0.4692144373673036
lt0.4588744588744588
sl0.45652173913043476
es0.4553376906318083
yo0.4517543859649123
de0.44567627494456763
lv0.4444444444444444
nl0.4444444444444444
fr0.44071588366890374
ms0.42263279445727486
is0.3556701030927836
eu0.3540051679586563
be0.21875
fi0.20127795527156547
uk0.20127795527156547
reliabletrue
passestrue
11
name"Hunter"
dialogue"Stay. Okay?"
detectedLang"en"
heavyLang"en"
scores
en0.6774193548387096
tl0.6774193548387096
reliablefalse
passestrue
12
name"Isabella"
dialogue"Aspetti! Per favore, deve ascoltarmi! È pericoloso qui!"
detectedLang"it"
heavyLang"it"
scores
it0.809368191721133
ca0.6510468594217349
fr0.5793269230769231
pt0.4897959183673469
ro0.4807121661721069
sq0.4672754946727549
en0.4582043343653251
es0.3848857644991213
nl0.3848857644991213
sv0.3848857644991213
no0.3805309734513274
lt0.33586337760910817
ms0.31640625
fi0.30966469428007887
hr0.29435483870967744
sl0.2886178861788618
yo0.2827868852459016
tr0.279835390946502
da0.2677824267782427
de0.18604651162790697
is0.18032786885245902
sk0.18032786885245902
et0.14425427872860636
lv0.14425427872860636
tl0.14425427872860636
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'll find someone who speaks Italian. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8031496062992126
tl0.5080500894454383
yo0.39560439560439564
lt0.3888888888888889
da0.3663594470046083
ro0.3544600938967136
ms0.3529411764705882
sq0.3483412322274882
es0.33894230769230765
et0.3357487922705314
pt0.3325242718446602
fi0.3276283618581907
hu0.298469387755102
it0.23822714681440443
sl0.20289855072463767
de0.1863905325443787
fr0.1863905325443787
nl0.1863905325443787
no0.1863905325443787
az0.17664670658682635
cs0.17664670658682635
hr0.17664670658682635
sv0.17664670658682635
tr0.17664670658682635
reliabletrue
passestrue
14
name"Isabella"
dialogue"Per favore, faccia in fretta, detective. Prima che sia troppo tardi..."
detectedLang"it"
heavyLang"it"
scores
it0.804204451772465
en0.5901639344262295
ro0.584426946631671
ca0.5544090056285178
es0.5167853509664293
nl0.4968220338983051
tl0.489247311827957
sl0.4848156182212581
de0.4836956521739131
sv0.47973713033954
hr0.4662921348314607
pt0.46509009009009006
sq0.4483159117305459
fr0.4297719087635054
no0.3870967741935484
ms0.37582128777923784
da0.30453879941434847
lt0.2759146341463415
et0.2531446540880503
sk0.22764227642276424
cs0.22131147540983606
is0.22003284072249588
lv0.20168067226890754
fi0.18524871355060035
yo0.15630550621669628
az0.15026833631484796
pl0.15026833631484796
tr0.11048689138576778
reliabletrue
passestrue