Run: 2026-02-18-01KHQ91R8T08BFXSRTNTKB1M70

Run Details

Model:
Claude Sonnet 4.6
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
12.3s
Cost:
$0.009759
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
Here is the voice sheet for the scene: Hunter: "Excuse me, miss? I'm Detective Hunter. I was wondering if you were in the area last night when the lights went out near the old mill. Did you happen to see anything?" Melanie: "Oh... ja, ich war dort. Es war schrecklich. Ich habe etwas gesehen, das ich nicht erklären kann. Ein Mann... er ist einfach verschwunden. Vor meinen Augen. Ich habe Fotos gemacht, aber ich weiß nicht ob sie etwas zeigen." Hunter: "I'm sorry, I... I don't understand. Do you speak English?" Melanie: "Englisch? Nein, nein. Entschuldigung. Ich spreche kein Englisch. Ich bin aus Deutschland. Ich bin so erschrocken, ich zittere noch immer." Hunter: "German? Okay. Uh... I don't suppose you could... look, is there anything on that camera? Can I see the camera? The... pictures?" Melanie: "Die Kamera? Ja, warten Sie... ich zeige Ihnen. Aber die Bilder, sie machen mir Angst. Was ist in dieser Stadt los? Ich verstehe das alles nicht." Hunter: "I wish I knew what you were saying, ma'am. You look real shaken up though. I can see that much." Melanie: "Sie verstehen mich nicht, oder? Das ist so frustrierend. Ich muss Ihnen sagen was ich gesehen habe. Es war ein großer Mann mit einem roten Mantel und er ist einfach... weg." Hunter: "I'm going to get someone who can translate, I just need you to stay right here, okay? Stay. Here." Melanie: "Bleiben? Ja... ja, ich bleibe hier. Ich gehe nirgendwo hin. Ich habe ehrlich gesagt zu viel Angst um aufzustehen." *Hunter's phone rings* Hunter: "Hunter here. Yeah? How many? Alright, I'm on my way. Don't touch anything until I get there. ...Miss, I have to go. Don't leave town, okay? Don't. Leave. Town." Melanie: "Sie gehen? Bitte gehen Sie nicht. Ich... oh. Ich glaube er versteht mich wirklich nicht. Bitte kommen Sie zurück."
created_at"2026-02-18T02:25:27.36663+00:00" 2/18/2026, 2:25:27 AM
model"anthropic/claude-4.6-sonnet-20260217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency779
moderation_latency290
generation_time11978
tokens_prompt319
tokens_completion476
native_tokens_prompt308
native_tokens_completion589
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"
usage0.009759
router(null)
provider_responses
0
id"4edd01e5-7d95-4751-ac2c-520d367763f8"
status200
is_byokfalse
latency779
endpoint_id"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.6-sonnet-20260217"
api_type"completions"
id"gen-1771381514-hR1azikR2s9SxD3a736K"
upstream_id"4edd01e5-7d95-4751-ac2c-520d367763f8"
total_cost0.009759
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. I was wondering if you were in the area last night when the lights went out near the old mill. Did you happen to see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.815939628198049
tl0.6550534667126596
nl0.5206136145733461
no0.4916115912557194
da0.4649545211342964
sv0.43661971830985913
de0.4058229352346999
it0.3961352657004831
sq0.3796526054590571
yo0.3670886075949367
ro0.3519118600129617
fr0.3368700265251989
sl0.32840832773673606
ms0.31787175989085953
et0.28825622775800713
cs0.2784992784992785
ca0.2737835875090778
pl0.25650557620817843
hr0.24357034795764
pt0.242997728993187
es0.21875
sk0.16943521594684383
lv0.15611814345991562
lt0.143101970865467
hu0.13867355727820846
az0.1281604184829991
tr0.11426040744021257
fi0.06976744186046512
be0.06542056074766354
is0.059266227657572904
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh... ja, ich war dort. Es war schrecklich. Ich habe etwas gesehen, das ich nicht erklären kann. Ein Mann... er ist einfach verschwunden. Vor meinen Augen. Ich habe Fotos gemacht, aber ich weiß nicht ob sie etwas zeigen."
detectedLang"de"
heavyLang"de"
scores
de0.8338180307436643
nl0.5308835027365129
no0.4884910485933504
is0.3858751279426817
sv0.3059572006940428
da0.29865575686732904
es0.2978349912229374
ca0.27228623408126135
fi0.2476489028213166
pt0.2366412213740458
lv0.23518164435946462
pl0.23371647509578544
lt0.2058239576439444
sl0.19946631087391595
tr0.1919191919191919
hu0.1880920162381597
sq0.18754231550440081
sk0.1864406779661017
en0.17469050894085283
ro0.17069799585348996
eu0.15730337078651685
et0.15314043754410728
cs0.12216532553035844
fr0.10647803425167535
it0.10112359550561797
az0.08952959028831564
hi0.08116385911179173
ms0.06103286384976526
yo0.058823529411764705
hr0.05288082083662194
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I... I don't understand. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7994652406417112
no0.5828698553948832
da0.5772266065388951
tl0.5300751879699248
sv0.5288944723618091
cs0.5161290322580645
pl0.4806094182825485
hr0.4688385269121813
sk0.438622754491018
de0.4140625
pt0.40570522979397783
sq0.4009584664536741
ro0.3862520458265139
it0.3644067796610169
nl0.3218806509945751
vi0.3169398907103825
yo0.3055555555555556
ca0.2690058479532163
is0.267578125
sl0.24242424242424243
ms0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
et0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Nein, nein. Entschuldigung. Ich spreche kein Englisch. Ich bin aus Deutschland. Ich bin so erschrocken, ich zittere noch immer."
detectedLang"de"
heavyLang"de"
scores
de0.8077433041633518
nl0.6059782608695652
no0.4357976653696498
sv0.4277821625887924
en0.42138866719872303
da0.38870151770657674
sk0.33425160697887973
ms0.32808155699721964
sl0.32369402985074625
it0.2988394584139265
ro0.26988922457200404
yo0.23117709437963943
ca0.19444444444444445
tl0.186307519640853
tr0.17986425339366516
is0.1723744292237443
hr0.17048054919908467
pl0.13690476190476192
vi0.12014563106796115
lt0.11042944785276074
eu0.09937888198757763
fr0.09375000000000001
sq0.08227848101265822
reliabletrue
passestrue
4
name"Hunter"
dialogue"German? Okay. Uh... I don't suppose you could... look, is there anything on that camera? Can I see the camera? The... pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.8156623442664632
tl0.6025219298245614
fr0.5166666666666667
ca0.4802867383512545
ro0.43623639191290825
nl0.4273301737756714
sv0.41390460792239286
et0.40082644628099173
sq0.38818565400843885
it0.3717504332755633
de0.3538324420677362
yo0.3491921005385996
no0.3462578899909829
da0.3324125230202578
ms0.2913000977517107
cs0.2624618514750763
hr0.23844537815126046
hu0.23361522198731502
tr0.23036093418259024
az0.22459893048128343
pl0.22459893048128343
es0.1890380313199105
is0.17613636363636365
fi0.17142857142857143
sk0.16857798165137614
lv0.16762342135476463
hi0.103831891223733
be0.0880503144654088
lt0.0799492385786802
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
5
name"Melanie"
dialogue"Die Kamera? Ja, warten Sie... ich zeige Ihnen. Aber die Bilder, sie machen mir Angst. Was ist in dieser Stadt los? Ich verstehe das alles nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8344979771974992
nl0.620413327709827
sv0.48364888123924266
da0.46524064171123
no0.4571773220747889
en0.402390438247012
pl0.3860845839017735
ca0.3684210526315789
it0.3644067796610169
es0.34782608695652173
fr0.32075471698113206
sl0.2902208201892744
ms0.28514694201747415
ro0.27710843373493976
et0.2753623188405797
yo0.2730210016155089
tr0.2706645056726094
tl0.256198347107438
fi0.25434962717481363
pt0.2524916943521595
sk0.2353440951571793
az0.22746781115879824
hr0.2119089316987741
sq0.18107370336669698
eu0.172033118675253
cs0.16434540389972147
lv0.11330049261083745
hi0.10536779324055667
lt0.07881269191402251
ru0.0759753593429158
hu0.07407407407407407
is0.06928645294725957
reliabletrue
passestrue
6
name"Hunter"
dialogue"I wish I knew what you were saying, ma'am. You look real shaken up though. I can see that much."
detectedLang"en"
heavyLang"en"
scores
en0.8213678121810138
tl0.5102611940298507
no0.375
ca0.36594202898550726
tr0.31994818652849744
et0.3073878627968338
sv0.3
az0.28765264586160105
nl0.2768595041322314
cs0.2584745762711864
ro0.23580786026200873
da0.20933734939759033
hr0.20933734939759033
sq0.2033383915022762
pl0.1935483870967742
it0.1796875
yo0.14215686274509806
es0.13509060955518945
pt0.12060301507537688
sk0.12060301507537688
sl0.12060301507537688
be0.11764705882352942
hu0.11317567567567569
is0.10714285714285714
lt0.10714285714285714
lv0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
7
name"Melanie"
dialogue"Sie verstehen mich nicht, oder? Das ist so frustrierend. Ich muss Ihnen sagen was ich gesehen habe. Es war ein großer Mann mit einem roten Mantel und er ist einfach... weg."
detectedLang"de"
heavyLang"de"
scores
de0.83399209486166
nl0.515235457063712
no0.45369406867845996
da0.34045226130653267
is0.3312101910828026
en0.2981283422459893
ca0.27835051546391754
es0.2723492723492723
sk0.2693110647181628
sv0.23857868020304565
pt0.23580786026200873
sl0.22048997772828507
hu0.19969512195121952
ro0.1828793774319066
pl0.17776037588097104
fr0.17711598746081506
yo0.16864608076009502
eu0.16600476568705322
lv0.16267942583732056
tl0.1518578352180937
fi0.14425427872860636
tr0.1386382280557834
lt0.13793103448275862
et0.13223140495867766
it0.12935323383084577
sq0.1286307053941909
hi0.0916955017301038
cs0.08695652173913043
vi0.08616187989556136
fa0.06666666666666668
hr0.06666666666666668
az0.053201082055906214
reliabletrue
passestrue
8
name"Hunter"
dialogue"I'm going to get someone who can translate, I just need you to stay right here, okay? Stay. Here."
detectedLang"en"
heavyLang"en"
scores
en0.8213070115724983
tl0.5661157024793388
no0.4702320887991927
hr0.4281045751633987
da0.4198895027624309
cs0.41536748329621387
ca0.4114349775784753
et0.40878378378378377
pl0.38668224299065423
sq0.36823104693140796
sv0.36286407766990286
yo0.362089914945322
sk0.3371212121212121
ro0.3286445012787723
it0.3251928020565552
lv0.32432432432432434
lt0.308300395256917
tr0.2857142857142857
az0.27486187845303867
sl0.25531914893617025
is0.2369186046511628
pt0.23133235724743775
es0.22794117647058826
fr0.22680412371134018
vi0.22337278106508876
de0.21171171171171171
be0.11764705882352942
eu0.11317567567567569
hu0.11317567567567569
nl0.10714285714285714
uk0.10714285714285714
ms0.10102739726027396
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bleiben? Ja... ja, ich bleibe hier. Ich gehe nirgendwo hin. Ich habe ehrlich gesagt zu viel Angst um aufzustehen."
detectedLang"de"
heavyLang"de"
scores
de0.8071582844800989
nl0.42974452554744524
is0.3482794577685088
da0.28734321550741165
fi0.27829099307159355
no0.2690058479532163
sk0.24969987995198079
pl0.2378048780487805
et0.19768934531450577
pt0.19768934531450577
eu0.15540540540540537
lv0.15540540540540537
ca0.14850136239782016
hu0.13073713490959665
fr0.12342215988779803
sl0.11347517730496455
es0.11095305832147938
it0.10714285714285714
ms0.10714285714285714
sq0.10714285714285714
sv0.10714285714285714
yo0.10714285714285714
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter here. Yeah? How many? Alright, I'm on my way. Don't touch anything until I get there. ...Miss, I have to go. Don't leave town, okay? Don't. Leave. Town."
detectedLang"en"
heavyLang"en"
scores
en0.8140635564570656
tl0.5124113475177305
da0.3982494529540482
pl0.3978102189781022
no0.3687834736036725
sq0.36342592592592593
yo0.3529411764705882
cs0.3248772504091653
ca0.31077694235588976
fr0.30788590604026844
sk0.3067226890756302
hr0.29366438356164387
de0.2918454935622317
et0.20825335892514396
sv0.20135527589545013
lv0.1831683168316832
sl0.1791044776119403
it0.17746759720837485
lt0.16834677419354838
is0.16497975708502025
fi0.15384615384615385
ro0.15297741273100618
pt0.1441908713692946
ms0.1424116424116424
tr0.13522012578616352
hi0.0924092409240924
es0.08435072142064373
be0.0782122905027933
hu0.07511210762331838
az0.07094594594594594
nl0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
11
name"Melanie"
dialogue"Sie gehen? Bitte gehen Sie nicht. Ich... oh. Ich glaube er versteht mich wirklich nicht. Bitte kommen Sie zurück."
detectedLang"de"
heavyLang"de"
scores
de0.8375706214689266
nl0.577826725403818
no0.4838420107719928
da0.46261682242990654
sv0.32748538011695905
is0.28924598269468477
pl0.2830423940149626
et0.28035043804755944
fi0.25227568270481143
hu0.21232876712328766
it0.203601108033241
sk0.17739628040057226
eu0.16666666666666666
cs0.14814814814814814
lt0.11809815950920245
en0.0987460815047022
es0.0987460815047022
fr0.0987460815047022
pt0.0987460815047022
az0.09305993690851734
ca0.09305993690851734
ro0.09305993690851734
sq0.09305993690851734
reliabletrue
passestrue