Run: 2026-03-18-01KM07Q7FCDQBF1RX39SCJXN0X

Run Details

Model:
GPT-5.4 Mini
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
2.2s
Cost:
$0.001811
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Maria: "¿Dónde están? Yo vi... vi algo en el festival, cerca de los árboles. No sé qué pasó, pero alguien estaba llorando. Mi cámara... yo lo grabé." Hunter: "Slow down. Recent event. Festival. You saw something?" Maria: "Sí, sí... pero no entiendo por qué nadie escucha. Había una luz, y después una persona... desapareció. Estoy muy asustada." Hunter: "I’m not following a word of this." Maria: "¿No? Yo pensé que usted podría ayudar. Tengo fotos, pero no sé si son suficientes." Hunter: "Photos? Let me see the camera." Maria: "Espera—no, no. No quiero... no quiero que me lo quiten. Yo solo quería tomar paisajes." Hunter: "Miss, I need plain answers. Did you see someone leave with the missing person?" Maria: "¿La persona perdida? No sé. Solo vi sombras. Y el sonido... como un grito, muy lejos." Hunter: "This is getting nowhere." Maria: "Lo siento. Yo no hablo inglés. Usted habla muy rápido." Hunter: "And I don’t speak Spanish. Great." Maria: "Tal vez... tal vez esto ayuda." Hunter: "What is it?" Maria: "Una foto. Aquí, cerca de la manzana, detrás de la mesa." Hunter: "Hold on—" Hunter: "[Phone rings] Detective Hunter." Maria: "¿Qué pasa?" Hunter: "I have to go. Stay here. Don’t let anyone touch that camera." Maria: "¿Irse? Pero—por favor, espere. Yo no estoy segura..." Hunter: "I’ll be back."
created_at"2026-03-18T10:26:34.619Z" 3/18/2026, 10:26:34 AM
model"openai/gpt-5.4-mini-20260317"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency404
moderation_latency(null)
generation_time1863
tokens_prompt317
tokens_completion371
native_tokens_prompt267
native_tokens_completion358
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"
usage0.00181125
router(null)
provider_responses
0
endpoint_id"9ee065b2-3d1c-43bc-bdd7-28af3b148282"
id"resp_025e3a6f0f226a490169ba7ddaaea881978cf77d2e15a1f86c"
is_byokfalse
latency193
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-1773829594-IzLLi2wZFPqletehc8cY"
upstream_id"resp_025e3a6f0f226a490169ba7ddaaea881978cf77d2e15a1f86c"
total_cost0.00181125
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"Maria"
dialogue"¿Dónde están? Yo vi... vi algo en el festival, cerca de los árboles. No sé qué pasó, pero alguien estaba llorando. Mi cámara... yo lo grabé."
detectedLang"es"
heavyLang"es"
scores
es0.803434719635837
ca0.6715076071922546
pt0.6240601503759399
it0.5423892100192678
tl0.4405182567726737
no0.4401885680612846
ro0.4010088272383354
sv0.3983533882203927
fr0.39720812182741116
da0.38551099611901685
en0.35374149659863946
hu0.346180316586373
yo0.34437543133195303
nl0.34073560027758504
hr0.3252840909090909
tr0.31899641577060933
ms0.2742551566080978
is0.2720306513409962
sl0.2714723926380368
cs0.26754047802621433
et0.23878205128205127
sk0.23448831587429494
sq0.22194922194922193
lv0.22131147540983606
eu0.21357615894039736
pl0.18524871355060035
de0.18454935622317598
vi0.16739702015775634
az0.16003536693191867
fi0.1340018231540565
lt0.1171003717472119
reliabletrue
passestrue
1
name"Hunter"
dialogue"Slow down. Recent event. Festival. You saw something?"
detectedLang"en"
heavyLang"en"
scores
en0.784083898827884
tl0.6212121212121212
pt0.5700245700245701
fr0.5569620253164557
nl0.5558375634517766
ca0.5466321243523317
cs0.5394736842105263
es0.5339547270306259
ms0.504950495049505
sv0.5035460992907801
it0.5
ro0.49567723342939485
da0.494949494949495
sk0.4336569579288026
hr0.4299674267100977
no0.42244224422442245
sl0.41666666666666663
lt0.35064935064935066
de0.2842535787321063
pl0.2738589211618257
sq0.27083333333333337
et0.2584745762711864
az0.25213675213675213
hu0.1606714628297362
fi0.15254237288135594
lv0.15254237288135594
reliabletrue
passestrue
2
name"Maria"
dialogue"Sí, sí... pero no entiendo por qué nadie escucha. Había una luz, y después una persona... desapareció. Estoy muy asustada."
detectedLang"es"
heavyLang"es"
scores
es0.8188405797101449
ca0.648506151142355
pt0.6296296296296297
tl0.41219691403379866
fr0.4020926756352765
it0.3925588458618071
en0.3522267206477733
et0.3522267206477733
tr0.2779783393501805
ro0.2673992673992674
sq0.26062846580406657
lv0.2599444958371878
no0.23809523809523808
pl0.2300288739172281
sk0.2277992277992278
eu0.1861648016276704
ms0.17098445595854922
hu0.1683991683991684
sv0.1683991683991684
hr0.16666666666666666
nl0.15966386554621848
de0.15789473684210525
yo0.15611814345991562
az0.14621131270010673
vi0.1091314031180401
fi0.10213243546576879
da0.08779931584948689
lt0.08256880733944955
is0.07300115874855156
cs0.06868451688009314
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m not following a word of this."
detectedLang"en"
heavyLang"en"
scores
en0.8399487836107554
tl0.7487437185929648
nl0.5229007633587787
yo0.4813278008298755
it0.44812362030905084
is0.3961352657004831
no0.3961352657004831
hu0.3842364532019704
tr0.38271604938271603
de0.375
pt0.358974358974359
ro0.3573264781491003
ca0.35233160621761656
cs0.34554973821989526
es0.34554973821989526
sk0.34210526315789475
fr0.31880108991825606
hr0.3093922651933701
pl0.29577464788732394
sl0.2647058823529412
lt0.24698795180722888
da0.22360248447204967
sq0.22360248447204967
az0.21875
eu0.21875
lv0.21875
vi0.21875
et0.20127795527156547
fi0.20127795527156547
ms0.20127795527156547
sv0.20127795527156547
reliabletrue
passestrue
4
name"Maria"
dialogue"¿No? Yo pensé que usted podría ayudar. Tengo fotos, pero no sé si son suficientes."
detectedLang"es"
heavyLang"es"
scores
es0.7973211138526612
ca0.6866485013623979
pt0.6304627249357327
fr0.5818181818181818
it0.5267489711934157
tl0.4739249771271729
ro0.4508118433619866
no0.43792766373411535
da0.4323790720631787
en0.4278606965174129
yo0.39790575916230364
sk0.3817204301075269
pl0.38038793103448276
nl0.37089715536105033
lv0.36882546652030734
cs0.3568232662192394
eu0.35101580135440186
is0.3502824858757062
lt0.3290548424737456
hr0.32669789227166274
sl0.32113341204250295
tr0.3162901307966707
sv0.30806257521058966
sq0.30133657351154314
ms0.29274292742927427
az0.2857142857142857
de0.2551813471502591
hu0.203601108033241
et0.18899858956276447
fi0.1043613707165109
reliabletrue
passestrue
5
name"Hunter"
dialogue"Photos? Let me see the camera."
detectedLang"en"
heavyLang"en"
scores
en0.7830802603036876
fr0.6810207336523126
nl0.6116504854368932
es0.5841995841995842
et0.5698924731182796
tl0.5584988962472406
it0.54337899543379
ms0.5391705069124424
sq0.5305164319248826
sl0.4910941475826972
no0.48186528497409326
ca0.46380697050938335
pt0.45652173913043476
sv0.4444444444444444
ro0.441340782122905
da0.43661971830985913
de0.41690962099125367
cs0.358974358974359
yo0.3485342019543974
lt0.2857142857142857
hi0.2779783393501805
fi0.2727272727272727
lv0.26199261992619927
reliabletrue
passestrue
6
name"Maria"
dialogue"Espera—no, no. No quiero... no quiero que me lo quiten. Yo solo quería tomar paisajes."
detectedLang"es"
heavyLang"es"
scores
es0.8106815464328417
pt0.671280276816609
ca0.6360153256704981
it0.5915735167669819
en0.4256348246674728
no0.42143727161997563
fr0.4010088272383354
yo0.3933588761174968
tl0.39180537772087065
fi0.3493150684931507
pl0.3484224965706447
sv0.3448275862068966
eu0.326241134751773
sq0.32432432432432434
nl0.27921092564491656
et0.27811550151975684
sl0.2578125
lv0.21617161716171615
de0.19491525423728812
hr0.1753472222222222
sk0.1607773851590106
vi0.1607773851590106
tr0.15630550621669628
ms0.15026833631484796
is0.1394927536231884
ro0.13793103448275862
reliabletrue
passestrue
7
name"Hunter"
dialogue"Miss, I need plain answers. Did you see someone leave with the missing person?"
detectedLang"en"
heavyLang"en"
scores
en0.8109640831758034
tl0.6234939759036143
da0.50199203187251
et0.497991967871486
no0.490316004077472
sv0.4892747701736465
ms0.4829369183040331
fr0.4686503719447397
nl0.452354874041621
sq0.4186046511627907
is0.4110718492343934
ca0.375
pt0.3597951344430218
it0.34895833333333337
cs0.32614555256064687
de0.30362116991643456
hr0.28366762177650434
yo0.2795389048991354
az0.27219796215429404
pl0.27007299270072993
ro0.258160237388724
es0.2492492492492493
fi0.23547400611620795
lv0.2163009404388715
tr0.21507064364207218
lt0.2125984251968504
sk0.20760697305863707
hu0.20634920634920634
be0.12280701754385964
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
8
name"Maria"
dialogue"¿La persona perdida? No sé. Solo vi sombras. Y el sonido... como un grito, muy lejos."
detectedLang"es"
heavyLang"es"
scores
es0.8109315916122378
it0.6755162241887905
ca0.6416938110749185
pt0.6143057503506312
fr0.5166959578207382
ro0.4786729857819905
lv0.44889779559118237
sq0.4294605809128631
no0.4117647058823529
tl0.36562860438292966
yo0.3405275779376499
vi0.33894230769230765
pl0.302915082382763
lt0.2948717948717949
sv0.2912371134020619
da0.28478543563068925
ms0.25675675675675674
hu0.25474254742547425
is0.25271739130434784
en0.24760601915184677
hr0.22535211267605632
tr0.2198581560283688
sk0.21428571428571427
eu0.1419656786271451
de0.12
nl0.12
az0.09688013136288999
cs0.09688013136288999
et0.09688013136288999
reliabletrue
passestrue
9
name"Hunter"
dialogue"This is getting nowhere."
detectedLang"en"
heavyLang"en"
scores
en0.8245614035087719
nl0.635036496350365
tl0.5978552278820375
is0.526813880126183
it0.526813880126183
de0.512987012987013
hu0.506578947368421
yo0.4444444444444444
ms0.3775933609958506
no0.358974358974359
sv0.34782608695652173
sq0.34210526315789475
hr0.3087557603686636
pt0.3087557603686636
ro0.3087557603686636
reliabletrue
passestrue
10
name"Maria"
dialogue"Lo siento. Yo no hablo inglés. Usted habla muy rápido."
detectedLang"es"
heavyLang"es"
scores
es0.8139880952380952
pt0.6312684365781711
it0.5283018867924528
tl0.4925575101488498
ca0.4477172312223858
yo0.3811881188118812
en0.36332767402376914
lt0.358974358974359
sk0.3409490333919156
no0.3169398907103825
tr0.30683918669131244
eu0.2618110236220473
lv0.258893280632411
hu0.21548117154811713
hr0.21218487394957983
cs0.20042643923240938
da0.19871794871794873
vi0.19527896995708155
fr0.19006479481641467
et0.17035398230088497
pl0.16666666666666666
reliabletrue
passestrue
11
name"Hunter"
dialogue"And I don’t speak Spanish. Great."
detectedLang"en"
heavyLang"en"
scores
en0.8305084745762712
tl0.636098981077147
ro0.5192307692307693
no0.47368421052631576
sv0.4658119658119659
sq0.46120689655172414
da0.45652173913043476
yo0.42660550458715596
hr0.3573264781491003
ca0.3556701030927836
hu0.3556701030927836
pl0.33510638297872336
it0.3150684931506849
cs0.29577464788732394
de0.25595238095238093
nl0.24242424242424243
sk0.22360248447204967
be0.21875
tr0.21875
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
12
name"Maria"
dialogue"Tal vez... tal vez esto ayuda."
detectedLang"es"
heavyLang"es"
scores
es0.8290013679890562
pt0.6345029239766081
ca0.4212962962962963
et0.4212962962962963
da0.375
sv0.375
reliabletrue
passestrue
13
name"Hunter"
dialogue"What is it?"
detectedLang"en"
heavyLang"en"
scores
en0.8592870544090057
yo0.7232472324723247
nl0.6794871794871795
hu0.6724890829694322
is0.5508982035928144
lv0.5341614906832298
sq0.5341614906832298
tl0.5033112582781457
reliabletrue
passestrue
14
name"Maria"
dialogue"Una foto. Aquí, cerca de la manzana, detrás de la mesa."
detectedLang"es"
heavyLang"es"
scores
es0.7941735275490817
ca0.7418586179507546
ro0.6618106139438085
it0.6578947368421053
pt0.644808743169399
fr0.49297971918876754
no0.4583333333333333
tl0.4406196213425129
nl0.3992606284658041
hu0.38446969696969696
da0.367704280155642
yo0.36399217221135033
sl0.35258964143426297
hr0.3285123966942149
sq0.30257510729613735
de0.2857142857142857
sv0.25968109339407747
tr0.2316784869976359
vi0.20537897310513448
sk0.1875
eu0.17721518987341772
az0.16237113402061853
en0.16237113402061853
lv0.16237113402061853
ms0.16237113402061853
pl0.16237113402061853
cs0.15364583333333331
et0.15364583333333331
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hold on—"
detectedLang"en"
heavyLang"da"
scores
en0.8245614035087719
et0.7549019607843137
fi0.75
da0.691358024691358
fr0.6855345911949685
ca0.6644295302013423
hr0.6376811594202898
hi0.6268656716417911
pl0.6268656716417911
tl0.6268656716417911
cs0.6
sk0.6
yo0.6
reliablefalse
passestrue
16
name"Hunter"
dialogue"Detective Hunter."
detectedLang"en"
heavyLang"de"
scores
en0.7937293729372937
ro0.713302752293578
tl0.7023809523809523
fr0.6794871794871795
ca0.6565934065934066
it0.6537396121883656
pt0.6508379888268158
es0.5874587458745875
de0.5791245791245792
da0.570446735395189
no0.558303886925795
sq0.5487364620938628
nl0.5370370370370371
sv0.5229007633587787
sl0.50199203187251
cs0.3654822335025381
hr0.34895833333333337
ms0.3206521739130435
tr0.3206521739130435
reliabletrue
passestrue
17
name"Maria"
dialogue"¿Qué pasa?"
detectedLang"es"
heavyLang"es"
scores
es0.8281786941580757
eu0.7058823529411765
reliablefalse
passestrue
18
name"Hunter"
dialogue"I have to go. Stay here. Don’t let anyone touch that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8171010516689529
tl0.6306555863342567
da0.538638985005767
pl0.4798439531859558
cs0.46524064171123
yo0.42938659058487877
it0.40564635958395245
hr0.3893129770992366
no0.38837920489296635
ro0.38271604938271603
ca0.375
sq0.36908517350157727
sl0.3610223642172524
sv0.3548387096774194
sk0.33774834437086093
fr0.3197278911564626
lv0.3162393162393162
lt0.2945326278659612
es0.19839679358717435
nl0.15966386554621848
de0.15254237288135594
ms0.15254237288135594
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
et0.13606911447084233
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
19
name"Maria"
dialogue"¿Irse? Pero—por favor, espere. Yo no estoy segura..."
detectedLang"es"
heavyLang"es"
scores
es0.7932569974554707
pt0.721030042918455
ca0.6733668341708542
it0.607487922705314
tl0.5467224546722455
sq0.453781512605042
en0.4425385934819897
no0.4186046511627907
ro0.4186046511627907
eu0.3821292775665399
yo0.358974358974359
lv0.2872807017543859
hr0.23708920187793428
sk0.21875
tr0.21307506053268765
et0.19154228855721395
pl0.1875
fr0.181360201511335
da0.16666666666666666
nl0.16666666666666666
sl0.16666666666666666
sv0.16666666666666666
reliabletrue
passestrue
20
name"Hunter"
dialogue"I’ll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8333333333333334
tl0.6666666666666666
hu0.5391705069124424
lt0.5283018867924528
yo0.5238095238095238
reliabletrue
passestrue