Run: 2026-02-08-01KGYY183FYN6PDSHY2TWZV5VQ

Run Details

Model:
Claude Sonnet 4.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
10.3s
Cost:
$0.010581
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
# Voice Sheet: Cafe Scene **Melanie:** *[muttering to herself while reviewing photos]* "Mein Gott... das kann nicht sein..." **Hunter:** "Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?" **Melanie:** *[looking up startled]* "Was? Ich... ich verstehe nicht..." **Hunter:** "I'm investigating the disappearance of Tom Bradley. He was last seen near the old apple orchards two days ago. Were you in that area?" **Melanie:** *[shaking, voice trembling]* "Ich habe etwas gesehen! Etwas Schreckliches! Aber ich... niemand versteht mich hier!" **Hunter:** *[frowning]* "I... what? Do you speak English?" **Melanie:** *[frantically pointing at her camera]* "Hier! Schauen Sie! Die Fotos! Ich habe Fotos gemacht!" **Hunter:** "Photos? You took photos? Can I see your camera?" **Melanie:** *[clutching camera protectively]* "Nein, nein! Sie müssen verstehen! Es war in den Obstgärten! Ich habe... ich habe..." **Hunter:** *[speaking slowly]* "Look, I don't understand what you're saying. Do you know anyone who can translate?" **Melanie:** *[desperately]* "Warum spricht hier niemand Deutsch?! Ich muss jemandem erzählen, was ich gesehen habe!" **Hunter:** *[pulling out notepad]* "Okay, just... stay calm. We'll figure this out. Let me try to—" **Melanie:** *[tears forming]* "Die Person... sie war nicht allein dort. Es gab... Schatten... Bewegungen..." **Hunter:** "I'm sorry, I just... I need to find someone who can help us communicate." **Melanie:** *[wiping eyes]* "Bitte... Sie müssen mir glauben..." **Hunter:** *[phone rings]* "Hold on. Hunter here. What? Another one? When? I'll be right there." **Hunter:** *[to Melanie]* "I have to go. Another incident. Stay here—I'll send someone who can help translate. Don't leave town." **Melanie:** *[confused]* "Was sagen Sie? Wo gehen Sie hin?" **Hunter:** *[already turning to leave]* "Just... stay put. I'll be back." **Melanie:** *[calling after him]* "Warten Sie! Die Fotos! Sie müssen die Fotos sehen!"
created_at"2026-02-08T15:31:08.256663+00:00" 2/8/2026, 3:31:08 PM
model"anthropic/claude-4.5-sonnet-20250929"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1384
moderation_latency221
generation_time10046
tokens_prompt261
tokens_completion518
native_tokens_prompt307
native_tokens_completion644
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"
usage0.010581
router(null)
provider_responses
0
id"b6c3fab1-8e1d-4938-a1f4-2362fbcc4863"
status200
is_byokfalse
latency1381
endpoint_id"d8bee848-f020-454a-b2be-4a7ce868f99f"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.5-sonnet-20250929"
api_type"completions"
id"gen-1770564657-l6oHyKcGjuY68sHBcnZh"
upstream_id"b6c3fab1-8e1d-4938-a1f4-2362fbcc4863"
total_cost0.010581
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"Melanie"
dialogue"Mein Gott... das kann nicht sein..."
detectedLang"de"
heavyLang"de"
scores
de0.854045037531276
is0.5084269662921348
pt0.4868035190615836
nl0.453125
fr0.3902439024390244
cs0.36363636363636365
no0.308300395256917
sv0.308300395256917
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7945768282662284
fr0.6214988644965935
it0.6108949416342413
tl0.5918367346938775
ca0.5670995670995671
pt0.5594713656387665
ro0.5192307692307693
sq0.5029821073558649
es0.4939271255060729
no0.4813278008298755
sv0.4669509594882729
nl0.44382647385984425
cs0.43630214205186024
da0.4298745724059293
hr0.38875305623471884
hu0.3834771886559803
et0.38195302843016066
sl0.37810945273631835
de0.3234100135317997
pl0.3160054719562244
ms0.2917847025495751
tr0.2917847025495751
yo0.2917847025495751
sk0.2877492877492877
lt0.2248062015503876
fi0.2163009404388715
is0.2163009404388715
az0.21011058451816747
lv0.21011058451816747
vi0.21011058451816747
be0.12280701754385964
eu0.12280701754385964
uk0.11190053285968028
reliabletrue
passestrue
2
name"Melanie"
dialogue"Was? Ich... ich verstehe nicht..."
detectedLang"de"
heavyLang"de"
scores
de0.8424842484248425
nl0.6765249537892791
en0.5489690721649484
sk0.41471571906354515
pl0.396551724137931
cs0.36363636363636365
yo0.3320610687022901
lt0.3055555555555556
hu0.29149797570850206
it0.29149797570850206
is0.2768595041322314
es0.2647058823529412
fr0.2647058823529412
no0.2647058823529412
pt0.2647058823529412
az0.25213675213675213
ca0.25213675213675213
ro0.25213675213675213
sq0.25213675213675213
sv0.25213675213675213
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm investigating the disappearance of Tom Bradley. He was last seen near the old apple orchards two days ago. Were you in that area?"
detectedLang"en"
heavyLang"en"
scores
en0.7945205479452054
tl0.6331702979101822
nl0.5592948717948718
de0.5059880239520957
fr0.4687701223438506
it0.4485294117647059
no0.4206460674157303
yo0.4026068066618393
sv0.39338235294117646
ro0.35344827586206895
es0.3519245875883739
da0.3352135374697824
ms0.32926829268292684
cs0.3130724396336387
pt0.30262045646661034
hr0.30203045685279184
sl0.29366438356164387
sq0.2850953206239168
sk0.26861702127659576
ca0.22389463781749766
is0.21577946768060838
et0.19980601357904945
az0.19668938656280427
fi0.15384615384615385
lt0.13249211356466878
pl0.0924092409240924
lv0.0782122905027933
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ich habe etwas gesehen! Etwas Schreckliches! Aber ich... niemand versteht mich hier!"
detectedLang"de"
heavyLang"de"
scores
de0.8320268756998881
nl0.5302713987473904
fr0.4201030927835051
en0.3515850144092219
pl0.3333333333333333
fi0.2682926829268293
es0.23599320882852293
ro0.22945205479452058
sk0.21602787456445993
eu0.20353982300884957
da0.18032786885245902
lt0.14611005692599618
tl0.14448669201520914
hu0.13793103448275862
it0.13793103448275862
is0.12959381044487428
no0.12280701754385964
pt0.12280701754385964
az0.11591355599214145
ca0.11591355599214145
sq0.11591355599214145
sv0.11591355599214145
reliabletrue
passestrue
5
name"Hunter"
dialogue"I... what? Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8222222222222222
hr0.623352165725047
cs0.6124031007751938
pl0.5735607675906184
tl0.5584988962472406
sq0.5565410199556541
no0.531615925058548
da0.51338199513382
sv0.5121951219512195
sk0.504950495049505
vi0.46524064171123
yo0.4520547945205479
ro0.44751381215469616
pt0.43820224719101125
ca0.40828402366863903
sl0.375
it0.36507936507936506
de0.2647058823529412
ms0.2647058823529412
be0.25925925925925924
tr0.25925925925925924
hu0.250936329588015
az0.23954372623574144
et0.23954372623574144
is0.23954372623574144
lt0.23954372623574144
lv0.23954372623574144
uk0.23954372623574144
reliabletrue
passestrue
6
name"Melanie"
dialogue"Hier! Schauen Sie! Die Fotos! Ich habe Fotos gemacht!"
detectedLang"de"
heavyLang"de"
scores
de0.8375664500886001
nl0.7393364928909952
pl0.5098039215686274
sk0.40987124463519314
fr0.3792325056433409
es0.34210526315789475
lt0.34210526315789475
pt0.34210526315789475
ca0.3276283618581907
lv0.3276283618581907
yo0.24242424242424243
ms0.22096317280453256
en0.20520231213872833
tr0.20289855072463767
cs0.19590643274853803
hr0.19590643274853803
sl0.19590643274853803
et0.1863905325443787
it0.1863905325443787
sq0.1863905325443787
az0.17664670658682635
da0.17664670658682635
no0.17664670658682635
ro0.17664670658682635
sv0.17664670658682635
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos? You took photos? Can I see your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.797242497972425
ca0.6081504702194357
tl0.6031746031746031
it0.5219885277246654
fr0.5078740157480316
ro0.497991967871486
et0.48240165631469983
sv0.46808510638297873
cs0.42263279445727486
es0.4172494172494172
ms0.375
nl0.37027707808564225
tr0.37027707808564225
no0.3670886075949367
de0.36386768447837153
lt0.36386768447837153
az0.358974358974359
da0.3573264781491003
hr0.3573264781491003
lv0.34895833333333337
sq0.34895833333333337
pl0.33510638297872336
yo0.258160237388724
pt0.24242424242424243
hi0.23547400611620795
sk0.22360248447204967
be0.21875
hu0.21135646687697163
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nein, nein! Sie müssen verstehen! Es war in den Obstgärten! Ich habe... ich habe..."
detectedLang"de"
heavyLang"de"
scores
de0.8138414367060884
nl0.5618556701030928
sv0.5420258620689655
no0.49404761904761907
es0.45652173913043476
ca0.4537275064267352
da0.44948186528497414
en0.4429882044560944
eu0.4318181818181818
pl0.4225543478260869
az0.38405797101449274
sl0.3675595238095238
it0.34006211180124224
ro0.3210862619808307
sk0.3210862619808307
hu0.2904841402337229
fi0.288107202680067
lt0.28330522765598654
tr0.2784380305602716
lv0.22018348623853207
cs0.18111753371868977
tl0.17953667953667954
yo0.17153996101364524
ms0.15
is0.1361788617886179
fr0.1290983606557377
pt0.1290983606557377
sq0.121900826446281
reliabletrue
passestrue
9
name"Hunter"
dialogue"Look, I don't understand what you're saying. Do you know anyone who can translate?"
detectedLang"en"
heavyLang"en"
scores
en0.819376026272578
tl0.5137046861184793
no0.5132743362831859
da0.4776828110161444
cs0.4549058473736373
pl0.43123061013443637
sv0.4258872651356994
hr0.41921858500527986
sk0.39293598233995586
ro0.37570942111237227
sq0.3699885452462772
tr0.36046511627906974
ca0.34523809523809523
vi0.3226600985221675
de0.32098765432098764
it0.3150684931506849
nl0.30467762326169406
pt0.3002544529262086
az0.26568758344459276
sl0.2455418381344307
yo0.23076923076923078
is0.19941775836972345
lt0.19117647058823528
lv0.19117647058823528
et0.18154761904761904
fr0.12698412698412698
es0.12280701754385964
be0.11290322580645161
eu0.1085899513776337
hu0.1085899513776337
uk0.10277324632952692
ms0.09688013136288999
reliabletrue
passestrue
10
name"Melanie"
dialogue"Warum spricht hier niemand Deutsch?! Ich muss jemandem erzählen, was ich gesehen habe!"
detectedLang"de"
heavyLang"de"
scores
de0.8264462809917357
nl0.5849802371541503
en0.41666666666666663
da0.40878378378378377
pl0.39095127610208813
fr0.31640625
sk0.2698191933240611
sv0.2532005689900427
yo0.25
ca0.2456896551724138
fi0.2391304347826087
ro0.22566371681415928
no0.2222222222222222
eu0.1796875
pt0.16
ms0.1435562805872757
et0.13223140495867766
lv0.12935323383084577
hr0.11764705882352942
reliabletrue
passestrue
11
name"Hunter"
dialogue"Okay, just... stay calm. We'll figure this out. Let me try to—"
detectedLang"en"
heavyLang"en"
scores
en0.7617426820966644
tl0.5289367429340512
sl0.4728915662650602
no0.4345718901453958
da0.41666666666666663
cs0.40978077571669475
fr0.40476190476190477
sq0.39130434782608703
et0.360146252285192
nl0.3445692883895131
es0.328214971209213
pt0.30966469428007887
ca0.3055555555555556
it0.2985971943887776
ro0.29577464788732394
yo0.2813141683778234
pl0.27835051546391754
sk0.2738589211618257
lv0.2584745762711864
hr0.24892703862660948
lt0.2290748898678414
sv0.22566371681415928
ms0.1935483870967742
fi0.1764705882352941
de0.16467780429594273
reliabletrue
passestrue
12
name"Melanie"
dialogue"Die Person... sie war nicht allein dort. Es gab... Schatten... Bewegungen..."
detectedLang"de"
heavyLang"de"
scores
de0.8374864572047671
nl0.7201492537313433
no0.5635305528612997
da0.5570866141732284
sv0.5302713987473904
en0.4915254237288135
it0.3670886075949367
fr0.36079545454545453
et0.35064935064935066
ca0.34497816593886466
es0.3430656934306569
tl0.3161094224924012
lv0.3023255813953488
fi0.281150159744409
pl0.2753623188405797
hu0.2682926829268293
lt0.265905383360522
cs0.26108374384236455
sq0.2474916387959866
tr0.23599320882852293
pt0.23469387755102045
is0.22945205479452058
ms0.16356877323420074
yo0.16356877323420074
ro0.15730337078651685
az0.11591355599214145
hr0.11591355599214145
sk0.11591355599214145
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'm sorry, I just... I need to find someone who can help us communicate."
detectedLang"en"
heavyLang"en"
scores
en0.814662273476112
tl0.5982142857142857
it0.53125
ca0.49324324324324326
da0.4779582366589328
et0.4532199270959903
no0.4238156209987196
pt0.4186046511627907
fr0.4094488188976378
sv0.40711462450592883
ro0.3885869565217392
sk0.3775933609958506
pl0.3670886075949367
hr0.3617021276595745
nl0.34497816593886466
cs0.3440233236151603
es0.33234421364985167
yo0.33234421364985167
az0.3171471927162367
lv0.2913385826771654
de0.27184466019417475
lt0.2706645056726094
tr0.24623115577889448
sq0.22945205479452058
sl0.2119089316987741
be0.1346153846153846
hu0.12959381044487428
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
14
name"Melanie"
dialogue"Bitte... Sie müssen mir glauben..."
detectedLang"de"
heavyLang"de"
scores
de0.8353909465020576
nl0.5098039215686274
no0.4791666666666667
da0.47229551451187335
az0.37888198757763975
et0.3610223642172524
pl0.358974358974359
hr0.3333333333333333
sv0.3333333333333333
tr0.3197278911564626
it0.2727272727272727
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hold on. Hunter here. What? Another one? When? I'll be right there."
detectedLang"en"
heavyLang"en"
scores
en0.8291328492097394
tl0.5735607675906184
da0.46380697050938335
de0.4594594594594595
yo0.3930197268588771
fr0.3893129770992366
sq0.37205651491365777
hr0.30434782608695654
pl0.29947460595446584
ca0.2831541218637993
et0.2779783393501805
no0.2753623188405797
fi0.2727272727272727
hu0.2263056092843327
lt0.21875
es0.2
hi0.17355371900826447
cs0.15789473684210525
sk0.15789473684210525
sv0.14893617021276595
it0.13606911447084233
nl0.13606911447084233
pt0.13606911447084233
ms0.12854030501089325
ro0.12854030501089325
sl0.12854030501089325
tr0.12854030501089325
reliabletrue
passestrue
16
name"Hunter"
dialogue"I have to go. Another incident. Stay here—I'll send someone who can help translate. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.813057233247052
da0.501151189562548
tl0.48899371069182396
no0.44349315068493156
pl0.4391716997411561
ca0.43722943722943725
ro0.4247787610619469
hr0.41016333938294003
sq0.39478584729981375
cs0.3930905695611578
it0.37977099236641226
sk0.37858508604206503
es0.37799043062200954
az0.3460764587525151
sl0.3222106360792492
yo0.31650893796004204
fr0.31216931216931215
lt0.3107104984093319
pt0.3062966915688367
nl0.2872807017543859
sv0.2857142857142857
lv0.2793791574279379
et0.2785793562708102
tr0.24418604651162787
de0.22526817640047678
vi0.18851435705368288
hu0.16237113402061853
be0.09722222222222222
eu0.09344490934449094
is0.08835904628330996
uk0.08835904628330996
ms0.08321579689703808
reliabletrue
passestrue
17
name"Melanie"
dialogue"Was sagen Sie? Wo gehen Sie hin?"
detectedLang"de"
heavyLang"de"
scores
de0.8330550918196995
nl0.6460176991150443
yo0.5614035087719298
da0.5012468827930174
en0.42857142857142855
sv0.38271604938271603
eu0.36507936507936506
pl0.358974358974359
is0.3333333333333333
no0.3311036789297659
fi0.3055555555555556
es0.29577464788732394
et0.2805755395683453
reliabletrue
passestrue
18
name"Hunter"
dialogue"Just... stay put. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8031496062992126
hr0.4545454545454546
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
et0.40476190476190477
sv0.40476190476190477
tl0.39999999999999997
ca0.33920704845814975
reliabletrue
passestrue
19
name"Melanie"
dialogue"Warten Sie! Die Fotos! Sie müssen die Fotos sehen!"
detectedLang"de"
heavyLang"de"
scores
de0.8262682418346073
nl0.6639784946236559
pl0.5229007633587787
no0.5126705653021443
da0.504950495049505
sv0.497991967871486
tr0.4834710743801653
es0.4600431965442765
ca0.44933920704845814
eu0.44320712694877507
az0.419953596287703
fi0.4075829383886255
lt0.36386768447837153
pt0.36386768447837153
lv0.34895833333333337
yo0.26035502958579887
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ms0.2378048780487805
en0.22118380062305293
cs0.21135646687697163
hr0.21135646687697163
sk0.21135646687697163
sl0.21135646687697163
et0.20127795527156547
it0.20127795527156547
sq0.20127795527156547
ro0.19093851132686085
reliabletrue
passestrue