Run: 2026-02-18-01KHQ91SCGW6TTFKGZXBRKC6A0

Run Details

Model:
Claude Sonnet 4.6
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
12.7s
Cost:
$0.011034
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 couldn't help but notice you sitting here. I need to ask — were you in the area near Elm Street last night? There was an... incident." Melanie: "Oh— ja, ich war dort. Ich habe etwas gesehen, es war schrecklich. Ein Mann... er ist einfach verschwunden. Ich habe alles mit meiner Kamera festgehalten, aber ich verstehe nicht, was ich gesehen habe." Hunter: "I'm sorry, I... I don't understand what you're saying. Do you speak English?" Melanie: "Englisch? Nein, nein, tut mir leid. Ich spreche kein Englisch. Ich bin aus Deutschland. Oh Gott, ich wünschte, ich könnte es Ihnen erklären... es war so unheimlich." Hunter: "Okay... okay. You look shaken up, miss. I can see that much. Is that a camera? Were you— did you take pictures?" Melanie: *holds up camera with trembling hands* "Ja— die Kamera. Ich habe Fotos gemacht. Hier, sehen Sie? Ich weiß nicht was das bedeutet, aber dieser Mann... er war einfach weg. Wie in Luft aufgelöst." Hunter: "These photos... this is something. I wish I knew what you were telling me. This is incredibly frustrating." Melanie: "Ich weiß, ich weiß. Es tut mir so leid. Ich bin so froh, dass jemand zuhört, auch wenn Sie mich nicht verstehen können. Ich habe seit gestern Nacht nicht geschlafen. Ich hatte solche Angst." Hunter: "Look, I want to help you. And I think you want to help me. Just... stay here, okay? Stay." Melanie: "Bleiben? Ja... ja, ich bleibe hier. Ich gehe nirgendwo hin. Ich habe ehrlich gesagt Angst, allein zu sein nach dem, was ich gesehen habe." Hunter: *phone rings* "Hold on— Hunter here. What? When? I'll be right there." *looks back at Melanie* "I have to go. Don't leave town, okay? Please." Melanie: "Sie müssen gehen? Bitte— bitte kommen Sie wieder. Ich glaube, ich bin in Gefahr. Ich glaube, derjenige, der diesen Mann verschwinden ließ... ich glaube, er hat mich gesehen." Hunter: *pauses at the door, sensing the urgency in her voice despite not understanding the words* "I'll be back. I promise." ---
created_at"2026-02-18T02:25:29.182501+00:00" 2/18/2026, 2:25:29 AM
model"anthropic/claude-4.6-sonnet-20260217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency601
moderation_latency183
generation_time12470
tokens_prompt319
tokens_completion554
native_tokens_prompt308
native_tokens_completion674
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"
usage0.011034
router(null)
provider_responses
0
id"876236b8-af53-48f6-8fc8-1d43c86bab4a"
status200
is_byokfalse
latency600
endpoint_id"83d802cb-44f2-45a0-a9d5-cb9bf79777c8"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-4.6-sonnet-20260217"
api_type"completions"
id"gen-1771381515-FVQGvB8RYgKha2UxzR84"
upstream_id"876236b8-af53-48f6-8fc8-1d43c86bab4a"
total_cost0.011034
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 couldn't help but notice you sitting here. I need to ask — were you in the area near Elm Street last night? There was an... incident."
detectedLang"en"
heavyLang"en"
scores
en0.802317028319235
tl0.6214788732394366
fr0.5475589225589226
nl0.5113636363636364
de0.5039224734656207
ro0.5030050855293573
no0.488582302568982
it0.48687350835322196
sq0.44644696189495364
sv0.4141689373297002
da0.40966501922020865
sl0.3909348441926345
yo0.38536306460834757
cs0.37861271676300573
ca0.355128974205159
hr0.35474189675870343
pt0.35474189675870343
et0.34331093463653023
es0.3213383838383838
sk0.31441326530612246
pl0.30779137153895686
ms0.3028534370946822
az0.26970108695652173
lv0.25243393602225317
lt0.20955882352941177
tr0.1568627450980392
is0.154874213836478
fi0.14885193982581155
vi0.13793103448275862
hu0.10491257285595336
eu0.08821034775233248
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh— ja, ich war dort. Ich habe etwas gesehen, es war schrecklich. Ein Mann... er ist einfach verschwunden. Ich habe alles mit meiner Kamera festgehalten, aber ich verstehe nicht, was ich gesehen habe."
detectedLang"de"
heavyLang"de"
scores
de0.8261877172653534
nl0.5578947368421052
no0.5167970547630004
da0.45255474452554745
is0.36286407766990286
sv0.3617021276595745
ca0.3581907090464548
en0.3367024636765635
es0.3346007604562738
fr0.2832764505119454
et0.27636113025499653
it0.26264044943820225
hu0.2584745762711864
tr0.2526690391459075
sk0.24242424242424243
fi0.22850844966936076
lv0.22106824925816024
sq0.21111945905334337
tl0.20574886535552195
pl0.19724770642201836
cs0.18604651162790697
lt0.18032786885245902
sl0.16798732171156894
ms0.16
ro0.15322580645161288
yo0.13366336633663367
hr0.12280701754385964
pt0.11242603550295857
az0.10102739726027396
eu0.09871244635193134
hi0.0916955017301038
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I... I don't understand what you're saying. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8075442648190916
no0.51171875
tl0.5112414467253177
da0.5059288537549407
sv0.45711183496199786
cs0.4444444444444444
pl0.40968122786304606
hr0.3983152827918171
sk0.36948297604035313
de0.3464052287581699
pt0.33862433862433866
sq0.3342210386151798
ro0.3206521739130435
it0.3006993006993007
nl0.2625368731563422
vi0.258160237388724
tr0.2537313432835821
yo0.24812030075187969
ca0.2163009404388715
is0.21507064364207218
sl0.1935483870967742
ms0.12587412587412586
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
et0.11190053285968028
lt0.11190053285968028
lv0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Nein, nein, tut mir leid. Ich spreche kein Englisch. Ich bin aus Deutschland. Oh Gott, ich wünschte, ich könnte es Ihnen erklären... es war so unheimlich."
detectedLang"de"
heavyLang"de"
scores
de0.811908856405847
nl0.5
en0.35424354243542433
sv0.3425995492111195
no0.33001531393568145
sk0.2937853107344633
is0.2744610281923715
da0.2647058823529412
sl0.2297535211267606
hr0.22153024911032027
ca0.22014260249554365
ms0.21665174574753807
yo0.19945105215004574
hu0.1935483870967742
lt0.17140151515151517
ro0.1682509505703422
tl0.15946205571565802
es0.14383561643835618
it0.13280475718533202
lv0.12060301507537688
pl0.11616161616161616
vi0.10164271047227927
tr0.09138110072689512
az0.08088235294117647
sq0.06914893617021277
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay... okay. You look shaken up, miss. I can see that much. Is that a camera? Were you— did you take pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.8141263940520446
tl0.651015228426396
ca0.5311167945439046
nl0.5124113475177305
ro0.494949494949495
sv0.4455645161290322
it0.41983122362869196
et0.41737288135593226
fr0.4117647058823529
no0.4117647058823529
hu0.4066882416396979
yo0.3721461187214612
cs0.36416184971098264
da0.33973589435774315
hr0.31335830212234705
es0.29577464788732394
pl0.29577464788732394
is0.2948717948717949
tr0.289405684754522
lv0.2819843342036553
de0.27726675427069647
az0.2763157894736842
sq0.2724867724867725
sk0.26861702127659576
sl0.233983286908078
lt0.20863309352517986
pt0.20289855072463767
ms0.19708029197080293
vi0.19472913616398244
be0.11290322580645161
eu0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja— die Kamera. Ich habe Fotos gemacht. Hier, sehen Sie? Ich weiß nicht was das bedeutet, aber dieser Mann... er war einfach weg. Wie in Luft aufgelöst."
detectedLang"de"
heavyLang"de"
scores
de0.8318584070796461
nl0.62991819244254
sv0.3811074918566776
pl0.3572395128552098
en0.343015214384509
no0.28945400149588635
da0.28517682468021066
sl0.2803030303030303
is0.27756653992395436
ca0.26640926640926643
sk0.2658423493044822
fi0.2641363284275755
yo0.26242236024844723
pt0.24543288324066717
et0.23694779116465864
ms0.23633440514469453
it0.22889610389610393
ro0.223221586263287
lv0.20767306088407003
cs0.20435510887772196
es0.2030201342281879
tr0.19286321155480035
sq0.18524871355060035
fr0.15026833631484796
tl0.14798206278026907
hr0.1316270566727605
az0.13083257090576395
lt0.13083257090576395
eu0.10798122065727699
reliabletrue
passestrue
6
name"Hunter"
dialogue"These photos... this is something. I wish I knew what you were telling me. This is incredibly frustrating."
detectedLang"en"
heavyLang"en"
scores
en0.8151434486838213
tl0.5742506811989101
nl0.4881244881244881
it0.4813278008298755
no0.4409660107334526
pt0.423963133640553
sq0.41588785046728977
fr0.4041944709246902
es0.3996157540826129
ro0.37996031746031744
sv0.3756243756243756
ms0.3602865916069601
ca0.35699588477366256
da0.33083511777301927
de0.31842966194111233
is0.3161925601750547
lt0.3154435925520263
hr0.30089485458612975
cs0.2824339839265212
et0.2824339839265212
sl0.26297169811320753
hu0.26122931442080377
yo0.2487980769230769
lv0.23965936739659366
pl0.23218673218673216
tr0.1893644617380026
sk0.17763157894736845
az0.16331994645247658
hi0.10968660968660969
fi0.10714285714285714
be0.10071942446043164
eu0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich weiß, ich weiß. Es tut mir so leid. Ich bin so froh, dass jemand zuhört, auch wenn Sie mich nicht verstehen können. Ich habe seit gestern Nacht nicht geschlafen. Ich hatte solche Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8255022131426627
nl0.5190051618958236
sv0.3050847457627119
no0.30272108843537415
it0.2588575560375994
en0.25616835994194487
sk0.2304804804804805
fr0.22758100979653353
ca0.22171602126044038
es0.220532319391635
hu0.215761285386381
da0.20910493827160492
tr0.2048099301784329
tl0.1916403785488959
pl0.18130990415335463
is0.17934347477982387
yo0.17271993543179984
ro0.16666666666666666
fi0.15914684167350288
cs0.14725457570715475
ms0.14654454621149043
lt0.14082145850796313
pt0.1306191687871077
sl0.1284013605442177
az0.11714039621016364
lv0.10480349344978165
eu0.10087719298245613
hr0.08888888888888889
vi0.08807829181494661
sq0.0544280442804428
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I want to help you. And I think you want to help me. Just... stay here, okay? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8267326732673268
tl0.5662949194547707
sq0.5218579234972678
no0.49640287769784175
yo0.47994056463595847
cs0.4728915662650602
nl0.4728915662650602
pl0.42716857610474634
et0.42622950819672134
hr0.42148760330578516
da0.40978077571669475
sv0.4067796610169492
ca0.3805309734513274
sl0.3738819320214669
sk0.36823104693140796
it0.35779816513761464
lv0.34579439252336447
lt0.3230174081237911
es0.22566371681415928
fr0.20634920634920634
ro0.20454545454545453
pt0.2009132420091324
ms0.1935483870967742
fi0.1764705882352941
be0.16666666666666666
tr0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
is0.15254237288135594
uk0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bleiben? Ja... ja, ich bleibe hier. Ich gehe nirgendwo hin. Ich habe ehrlich gesagt Angst, allein zu sein nach dem, was ich gesehen habe."
detectedLang"de"
heavyLang"de"
scores
de0.8133812551838541
nl0.5136887608069165
da0.4084136722173532
no0.3818681318681319
fr0.35406698564593303
fi0.3154158215010142
et0.2606790799561884
en0.24581005586592178
sk0.23556058890147225
pl0.22413793103448276
sv0.21328671328671328
is0.20867526377491208
it0.19547079856972585
yo0.1935483870967742
eu0.14556962025316456
lv0.14556962025316456
ca0.13903061224489796
hu0.1222366710013004
sl0.10596026490066225
es0.10358565737051792
ms0.09999999999999999
sq0.09999999999999999
tl0.09395973154362416
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Don't leave town, okay? Please."
detectedLang"en"
heavyLang"en"
scores
en0.8184019370460047
tl0.5973154362416108
da0.5652173913043478
pl0.5515695067264574
yo0.5008319467554077
hr0.4594594594594595
no0.45848375451263534
cs0.44029850746268656
sk0.40476190476190477
ro0.3877551020408163
lv0.3814432989690722
lt0.3576017130620985
ca0.3150684931506849
sv0.3150684931506849
sq0.3087557603686636
sl0.28741092636579574
it0.27710843373493976
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
is0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
11
name"Melanie"
dialogue"Sie müssen gehen? Bitte— bitte kommen Sie wieder. Ich glaube, ich bin in Gefahr. Ich glaube, derjenige, der diesen Mann verschwinden ließ... ich glaube, er hat mich gesehen."
detectedLang"de"
heavyLang"de"
scores
de0.8243324633607709
no0.5819397993311036
nl0.579731027857829
da0.5700245700245701
sv0.43402328589909445
hu0.3445692883895131
tr0.34358589647411847
pl0.33001531393568145
sl0.26346801346801346
is0.26284751474304974
it0.251497005988024
az0.2324561403508772
ms0.21875
et0.20382165605095542
en0.19945105215004574
es0.19724770642201836
sq0.19429097605893186
ro0.18680297397769516
sk0.18680297397769516
fi0.1814780168381665
lv0.14131501472031402
pt0.13366336633663367
eu0.11616161616161616
hr0.10071942446043164
tl0.09607438016528924
yo0.09138110072689512
lt0.08088235294117647
fr0.06716417910447761
ca0.06316916488222697
reliabletrue
passestrue
12
name"Hunter"
dialogue"I'll be back. I promise."
detectedLang"en"
heavyLang"en"
scores
en0.7771173848439822
cs0.6296296296296297
tl0.6134020618556701
ro0.6124031007751938
hr0.5967741935483871
ca0.5774647887323944
et0.5677233429394812
yo0.5677233429394812
sq0.5626822157434402
pl0.5575221238938053
hu0.5508982035928144
it0.5481927710843374
lt0.5384615384615384
no0.4915254237288135
da0.4809688581314879
sv0.4791666666666667
pt0.3333333333333333
sk0.32432432432432434
be0.3181818181818182
es0.3181818181818182
sl0.3181818181818182
tr0.3181818181818182
fr0.3087557603686636
az0.29577464788732394
is0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
de0.2822966507177033
ms0.2822966507177033
nl0.2822966507177033
reliabletrue
passestrue