Run: 2026-03-18-01KM09TWG1EGA1Q8035XS08H25

Run Details

Model:
GPT-5.4 Mini
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2.5s
Cost:
$0.001891
Provider:
OpenAI

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
Melanie: "Entschuldigung... ich verstehe nicht ganz. Was ist passiert in der Stadt?" Hunter: "I’m asking about the event near the apple festival. You were there, right?" Melanie: "Ich war dort, ja... aber ich habe nur fotografiert. Dann... etwas war nicht richtig. Ich habe Angst." Hunter: "Slow down. Did you see someone go missing?" Melanie: "Vermisst? Nein... ich sah nur, wie ein Mann mit einem roten Hut weggehen wollte. Dann hörte ich ein Geräusch. Ich dachte, es war nur der Wind." Hunter: "A man in a red hat. That’s something. Which way did he go?" Melanie: "Dort, hinter den Ständen... zu den Bäumen. Aber ich weiß nicht mehr. Es war kalt, und ich war verwirrt." Hunter: "You’re sure it was one man?" Melanie: "Ja... glaube ich. Ich machte ein Foto, aber meine Hände zitterten." Hunter: "Can I see the photo?" Melanie: "Ja. Moment... hier." Hunter: "That’s useful. You’ve been very helpful." Melanie: "Hilfreich? Ich... ich hoffe, niemand wurde verletzt." Hunter: "That’s what I’m trying to figure out." Melanie: "Die Stadt ist sehr still heute. Ich mag das nicht." Hunter: "Yeah. Me neither." Hunter: "Hold on—I've got a call." Melanie: "Was? Gehen Sie?" Hunter: "I have to go. Stay here, okay?" Melanie: "Bitte... ich möchte nicht allein sein." Hunter: "I’ll be back. And if you remember anything else, don’t leave town." Melanie: "Ich werde es versuchen..."
created_at"2026-03-18T11:03:31.598Z" 3/18/2026, 11:03:31 AM
model"openai/gpt-5.4-mini-20260317"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency421
moderation_latency(null)
generation_time2297
tokens_prompt319
tokens_completion372
native_tokens_prompt271
native_tokens_completion375
native_tokens_completion_images0
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"completed"
usage0.00189075
router(null)
provider_responses
0
endpoint_id"9ee065b2-3d1c-43bc-bdd7-28af3b148282"
id"resp_023d22f524ed87c40169ba8683a82081959d3873c92b34a115"
is_byokfalse
latency232
model_permaslug"openai/gpt-5.4-mini-20260317"
provider_name"OpenAI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1773831811-E3ihBpZiuCqAWS81q730"
upstream_id"resp_023d22f524ed87c40169ba8683a82081959d3873c92b34a115"
total_cost0.00189075
cache_discount(null)
upstream_inference_cost0
provider_name"OpenAI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Entschuldigung... ich verstehe nicht ganz. Was ist passiert in der Stadt?"
detectedLang"de"
heavyLang"de"
scores
de0.8359887535145266
nl0.65
it0.4791666666666667
en0.4615384615384615
no0.460431654676259
da0.38596491228070173
sv0.38016528925619836
ms0.37648456057007124
ro0.34210526315789475
pl0.34045226130653267
fr0.3009320905459388
sl0.29435483870967744
yo0.25
ca0.2446043165467626
pt0.24132947976878616
az0.21407185628742514
is0.2009132420091324
sk0.19106317411402157
sq0.19106317411402157
hi0.16798732171156894
cs0.16
tr0.1518578352180937
tl0.15048543689320387
lt0.12790697674418602
hu0.12060301507537688
et0.11016949152542374
hr0.11016949152542374
es0.10714285714285714
reliabletrue
passestrue
1
name"Hunter"
dialogue"I’m asking about the event near the apple festival. You were there, right?"
detectedLang"en"
heavyLang"en"
scores
en0.8144220572640508
tl0.6617268041237114
fr0.5653973509933775
de0.5426829268292682
nl0.5033112582781457
no0.49324324324324326
es0.4397011739594451
sv0.4385026737967915
da0.4372990353697749
it0.40878378378378377
pt0.4081172491544532
sq0.3526510480887793
ca0.3502475247524753
cs0.3354430379746835
ms0.3286445012787723
ro0.28082191780821925
hr0.2768595041322314
sl0.26264044943820225
yo0.2563739376770538
lt0.1935483870967742
et0.18856259659969088
az0.18351477449455675
sk0.18351477449455675
is0.1191275167785235
hu0.11317567567567569
fi0.10714285714285714
lv0.10714285714285714
pl0.10714285714285714
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich war dort, ja... aber ich habe nur fotografiert. Dann... etwas war nicht richtig. Ich habe Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8315363881401617
nl0.5621716287215411
sk0.4499449944994499
no0.42528735632183906
ca0.40191387559808617
pl0.38800489596083226
et0.3556701030927836
da0.3548387096774194
sv0.34554973821989526
en0.3333333333333333
lv0.32157394843962006
cs0.31880108991825606
it0.302649930264993
sl0.302649930264993
sq0.29577464788732394
ms0.24127465857359634
fi0.23430321592649314
hr0.21507064364207218
fr0.20634920634920634
tr0.20508744038155804
lt0.20127795527156547
es0.19614147909967844
pt0.19614147909967844
ro0.19614147909967844
tl0.1539763113367174
yo0.13043478260869565
az0.10554561717352416
reliabletrue
passestrue
3
name"Hunter"
dialogue"Slow down. Did you see someone go missing?"
detectedLang"en"
heavyLang"en"
scores
en0.8060512024825446
tl0.5059288537549407
et0.4845360824742268
nl0.4131455399061033
is0.37810945273631835
pt0.36386768447837153
da0.3573264781491003
ms0.3055555555555556
pl0.30167597765363136
sv0.2774566473988439
no0.2492492492492493
cs0.2378048780487805
es0.2378048780487805
fi0.2378048780487805
yo0.23547400611620795
ca0.22360248447204967
de0.22360248447204967
fr0.22360248447204967
az0.20634920634920634
it0.20634920634920634
reliabletrue
passestrue
4
name"Melanie"
dialogue"Vermisst? Nein... ich sah nur, wie ein Mann mit einem roten Hut weggehen wollte. Dann hörte ich ein Geräusch. Ich dachte, es war nur der Wind."
detectedLang"de"
heavyLang"de"
scores
de0.8146483936194113
nl0.5266781411359724
no0.3815592203898051
is0.299660441426146
da0.28135888501742157
sv0.2807323452484743
en0.27312775330396477
az0.25
fi0.22969187675070027
ca0.21203438395415475
tr0.207492795389049
eu0.20212765957446807
ms0.19512195121951217
pl0.18958742632612968
hu0.18719211822660098
es0.15123456790123457
pt0.14860681114551083
sk0.13066385669125397
lv0.12698412698412698
ro0.1081081081081081
fr0.10130718954248366
lt0.09934497816593887
it0.09040793825799338
tl0.08536585365853659
sl0.08231368186874304
et0.07718120805369127
reliabletrue
passestrue
5
name"Hunter"
dialogue"A man in a red hat. That’s something. Which way did he go?"
detectedLang"en"
heavyLang"en"
scores
en0.8263179403351042
tl0.618491921005386
de0.5213963963963963
nl0.5
yo0.47595561035758327
es0.47073474470734744
it0.46675031367628605
sl0.42876344086021506
pl0.41135734072022156
sv0.41135734072022156
ro0.39801699716713884
da0.39372325249643364
hu0.36472346786248133
ca0.34815950920245403
pt0.33903576982892686
ms0.3369734789391576
hr0.3055555555555556
lv0.2951907131011609
lt0.2928452579034942
sq0.288107202680067
no0.2784380305602716
tr0.2672413793103448
az0.2659758203799654
fi0.2659758203799654
cs0.236983842010772
sk0.23423423423423423
fr0.21586715867158673
is0.15
eu0.1414141414141414
vi0.1414141414141414
et0.1290983606557377
reliabletrue
passestrue
6
name"Melanie"
dialogue"Dort, hinter den Ständen... zu den Bäumen. Aber ich weiß nicht mehr. Es war kalt, und ich war verwirrt."
detectedLang"de"
heavyLang"de"
scores
de0.8251238705916644
sv0.48717948717948717
nl0.4863013698630137
no0.41972920696324956
da0.3723849372384937
es0.33701657458563533
ca0.2555831265508685
hu0.2555831265508685
cs0.24433249370277077
en0.24242424242424243
tr0.23076923076923078
ms0.19678714859437751
sq0.1880920162381597
eu0.1712707182320442
sk0.1712707182320442
lv0.16666666666666666
pl0.16083916083916083
fi0.15730337078651685
lt0.13169319826338638
fr0.10714285714285714
tl0.10044977511244377
it0.09502262443438914
pt0.09502262443438914
ro0.08952959028831564
sl0.08952959028831564
reliabletrue
passestrue
7
name"Hunter"
dialogue"You’re sure it was one man?"
detectedLang"en"
heavyLang"en"
scores
en0.8271391529818496
tl0.6428571428571429
de0.5402298850574713
nl0.5391705069124424
lv0.49238578680203043
yo0.4490358126721763
da0.39209726443769
sv0.38837920489296635
lt0.3197278911564626
no0.3197278911564626
hr0.30313588850174217
pl0.30313588850174217
sq0.3006993006993007
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ja... glaube ich. Ich machte ein Foto, aber meine Hände zitterten."
detectedLang"de"
heavyLang"de"
scores
de0.814385150812065
no0.5951417004048583
nl0.5897435897435898
sv0.49558638083228246
fi0.46808510638297873
et0.4326241134751773
sk0.4143484626647145
pl0.39209726443769
da0.37694704049844235
ca0.3730407523510972
lv0.3079584775086505
fr0.3055555555555556
is0.29328621908127206
sl0.28186714542190305
pt0.250936329588015
es0.2438563327032136
en0.17355371900826447
eu0.17355371900826447
sq0.15789473684210525
tl0.15789473684210525
yo0.15789473684210525
tr0.14893617021276595
it0.13606911447084233
ro0.13606911447084233
cs0.12854030501089325
hr0.12854030501089325
reliabletrue
passestrue
9
name"Hunter"
dialogue"Can I see the photo?"
detectedLang"en"
heavyLang"en"
scores
en0.8271889400921658
fr0.6411483253588517
tl0.6305418719211823
no0.6153846153846154
et0.608355091383812
da0.5912806539509536
sv0.5901639344262295
ca0.589041095890411
sq0.5856353591160222
yo0.563953488372093
cs0.5626822157434402
tr0.494949494949495
az0.4827586206896552
hr0.4809688581314879
pl0.45652173913043476
it0.43396226415094336
ro0.375
nl0.358974358974359
ms0.34210526315789475
hi0.33920704845814975
sk0.32432432432432434
be0.3181818181818182
hu0.3087557603686636
is0.29577464788732394
lt0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ja. Moment... hier."
detectedLang"de"
heavyLang"af"
scores
de0.7742663656884876
ca0.7601918465227818
fr0.7448979591836735
nl0.726027397260274
pl0.6865203761755486
sk0.6865203761755486
sq0.6815286624203821
en0.6309963099630996
ro0.6296296296296297
et0.6062992125984252
fi0.6047430830039525
da0.5951417004048583
sv0.5798319327731093
yo0.5798319327731093
cs0.5614035087719298
lv0.5348837209302325
es0.46808510638297873
tl0.46524064171123
it0.4594594594594595
pt0.4594594594594595
sl0.4444444444444444
no0.40119760479041916
az0.38650306748466257
hr0.38650306748466257
hu0.38650306748466257
reliabletrue
passestrue
11
name"Hunter"
dialogue"That’s useful. You’ve been very helpful."
detectedLang"en"
heavyLang"en"
scores
en0.8037933289731851
tl0.40711462450592883
nl0.3839835728952772
ro0.27184466019417475
it0.25
sq0.25
fi0.24812030075187969
reliabletrue
passestrue
12
name"Melanie"
dialogue"Hilfreich? Ich... ich hoffe, niemand wurde verletzt."
detectedLang"de"
heavyLang"de"
scores
de0.8305526590198122
nl0.559620596205962
pl0.40909090909090906
da0.36274509803921573
sk0.27616926503340755
et0.22985781990521328
en0.20537897310513448
fi0.19154228855721395
no0.18952618453865336
fr0.1875
ro0.1875
reliabletrue
passestrue
13
name"Hunter"
dialogue"That’s what I’m trying to figure out."
detectedLang"en"
heavyLang"en"
scores
en0.8317442512619182
tl0.6644295302013423
no0.3723849372384937
sq0.3710691823899371
da0.36575052854122625
it0.3603411513859275
fr0.3288590604026846
ro0.3288590604026846
yo0.3135011441647597
pl0.3103448275862069
sk0.3055555555555556
cs0.30394431554524365
lv0.2890995260663507
sl0.28741092636579574
hr0.27884615384615385
lt0.25742574257425743
nl0.24812030075187969
ca0.20424403183023873
de0.18699186991869918
es0.18699186991869918
pt0.18699186991869918
reliabletrue
passestrue
14
name"Melanie"
dialogue"Die Stadt ist sehr still heute. Ich mag das nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8375116063138347
nl0.6049661399548533
sv0.38917975567190227
en0.35304990757855825
pl0.3482309124767225
da0.3346007604562738
no0.33078393881453155
pt0.3217054263565891
is0.29292929292929293
sq0.2857142857142857
hr0.2738589211618257
it0.2738589211618257
sk0.26160337552742613
tl0.2584745762711864
hi0.2324561403508772
ca0.2222222222222222
cs0.2222222222222222
tr0.21171171171171171
yo0.2009132420091324
ro0.17061611374407584
lt0.1606714628297362
lv0.1606714628297362
fr0.1566265060240964
ms0.1566265060240964
sl0.1566265060240964
reliabletrue
passestrue
15
name"Hunter"
dialogue"Yeah. Me neither."
detectedLang"en"
heavyLang"en"
scores
en0.7668997668997669
sq0.5967741935483871
is0.5283018867924528
es0.504950495049505
tl0.49748743718592964
et0.48717948717948717
fr0.47643979057591623
no0.47643979057591623
pt0.46808510638297873
sl0.46808510638297873
ms0.45652173913043476
nl0.45652173913043476
it0.4444444444444444
da0.43820224719101125
fi0.42857142857142855
reliabletrue
passestrue
16
name"Hunter"
dialogue"Hold on—I've got a call."
detectedLang"en"
heavyLang"en"
scores
en0.8283752860411898
ca0.6103896103896105
fr0.601063829787234
et0.5912806539509536
fi0.5867768595041323
cs0.5798319327731093
sk0.5774647887323944
hr0.5714285714285714
yo0.563953488372093
pl0.5575221238938053
da0.5508982035928144
hu0.5098039215686274
tl0.5098039215686274
pt0.4827586206896552
ro0.4809688581314879
es0.46808510638297873
it0.4545454545454546
sl0.375
hi0.358974358974359
lt0.35344827586206895
tr0.33920704845814975
is0.3333333333333333
sq0.32432432432432434
az0.3181818181818182
eu0.3181818181818182
lv0.3181818181818182
nl0.3181818181818182
no0.3181818181818182
vi0.3181818181818182
de0.3087557603686636
ms0.29577464788732394
sv0.29577464788732394
reliabletrue
passestrue
17
name"Melanie"
dialogue"Was? Gehen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8466257668711656
nl0.7109826589595376
en0.6
eu0.5348837209302325
pl0.5283018867924528
fi0.46808510638297873
yo0.46524064171123
reliabletrue
passestrue
18
name"Hunter"
dialogue"I have to go. Stay here, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.8130341880341879
da0.6902654867256637
pl0.6783088235294117
tl0.6634615384615385
yo0.6323529411764706
hr0.5930232558139535
no0.5920745920745921
cs0.5742092457420924
sq0.5721271393643031
sk0.5382585751978892
lv0.5138888888888888
lt0.4883040935672514
ca0.44089456869009586
sv0.44089456869009586
sl0.40878378378378377
it0.396551724137931
ro0.33962264150943394
be0.2857142857142857
tr0.2857142857142857
hu0.2768595041322314
az0.2647058823529412
et0.2647058823529412
is0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
19
name"Melanie"
dialogue"Bitte... ich möchte nicht allein sein."
detectedLang"de"
heavyLang"de"
scores
de0.845679012345679
nl0.6951219512195121
fr0.5300751879699248
et0.44071588366890374
da0.40898345153664306
it0.3961352657004831
no0.3961352657004831
sk0.3315508021390375
pl0.3150684931506849
cs0.2857142857142857
en0.21875
fi0.21875
tl0.21875
reliabletrue
passestrue
20
name"Hunter"
dialogue"I’ll be back. And if you remember anything else, don’t leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8293821839080459
tl0.6196957566052843
yo0.4558991981672394
hu0.3823146944083225
ms0.3457300275482094
sv0.3448275862068966
nl0.2813918305597579
no0.2658423493044822
da0.25196850393700787
de0.24722662440570525
is0.2448330683624801
sk0.2122719734660033
sl0.2122719734660033
lt0.1908006814310051
fr0.1739130434782609
sq0.1739130434782609
cs0.1410488245931284
et0.1410488245931284
reliabletrue
passestrue
21
name"Melanie"
dialogue"Ich werde es versuchen..."
detectedLang"de"
heavyLang"de"
scores
de0.8390064397424103
nl0.6548323471400395
es0.6162280701754387
ca0.5406824146981627
hu0.49856733524355296
lt0.4897959183673469
sv0.4852941176470589
da0.45987654320987653
it0.4496855345911949
pt0.4496855345911949
no0.4336569579288026
ro0.42622950819672134
sk0.41471571906354515
lv0.4067796610169492
pl0.396551724137931
tr0.39236111111111116
is0.2768595041322314
en0.2647058823529412
fr0.2647058823529412
az0.25213675213675213
sq0.25213675213675213
reliabletrue
passestrue