Run: 2026-10-27-01M5YEAA11C7KJYCVEAG6Y2D27

Run Details

Model:
GPT-6.1 Terra (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
7.9s
Cost:
$0.003201
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
Hunter: "Excuse me. Detective Hunter. Were you at the apple festival yesterday, when that woman disappeared?" Melanie: "Was? Ich verstehe Sie nicht. Ich habe mir gerade meine Fotos angesehen, und auf einem ist etwas Merkwürdiges." Hunter: "You’re speaking German, aren’t you? I’m afraid I don’t understand." Melanie: "Auf diesem Bild, hinter dem Apfelstand. Da ist ein Mann, und neben ihm steht die Frau. Kurz danach war sie verschwunden." Hunter: "Your camera? May I see?" Melanie: "Ja, hier. Sehen Sie? Der Mann hält sie am Arm. Ich habe das erst heute bemerkt." Hunter: "All right. I can see the photograph. Can you make it bigger?" Melanie: "Einen Moment. Meine Hände zittern so. So, jetzt." Hunter: "There’s a man beside her. I can’t quite make out his face." Melanie: "Er hatte einen roten Wagen. Ich glaube, ich habe ihn später hinter dem Festgelände gesehen, aber ich bin mir nicht sicher." Hunter: "I wish I knew what you were saying. We’ll need someone to interpret." Melanie: "Können Sie mir helfen? Ich habe Angst, dass der Mann auch mich gesehen hat." Hunter: "Hold on. My phone’s ringing. Detective Hunter. Yes. Where? All right, I’m on my way." Melanie: "Müssen Sie gehen? Was soll ich mit dem Foto machen?" Hunter: "I have to leave. I’ll send someone back who can help us talk." Melanie: "Bitte kommen Sie zurück."
created_at"2026-10-27T10:25:55.34Z" 10/27/2026, 10:25:55 AM
model"openai/gpt-6.1-terra-20261026"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4132
moderation_latency(null)
generation_time7704
tokens_prompt306
tokens_completion354
native_tokens_prompt271
native_tokens_completion586
native_tokens_completion_images0
native_tokens_reasoning236
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"completed"
service_tier"default"
usage0.003201
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.22.1; linux; x64))"
http_referer(null)
request_id"req-1793096755-Dv8fBNqxkIHzuK8umPiv"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1793096755-0oJndIes6t4098Xniq6T"
upstream_id"resp_02944d436405983d016ae07c33881087d1a85b3d5baf3ab066"
provider_responses
0
endpoint_id"2d2ad10f-098e-4bbf-aa95-11f705b2b9a2"
id"resp_02944d436405983d016ae07c33881087d1a85b3d5baf3ab066"
is_byokfalse
latency452
model_permaslug"openai/gpt-6.1-terra-20261026"
provider_name"OpenAI"
status200
total_cost0.003201
cache_discount(null)
upstream_inference_cost0
provider_name"OpenAI"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me. Detective Hunter. Were you at the apple festival yesterday, when that woman disappeared?"
detectedLang"en"
heavyLang"en"
scores
en0.7846153846153846
tl0.5875073659398939
nl0.5589161940768745
fr0.5504174694926139
no0.5192307692307693
it0.4942196531791907
es0.467680608365019
da0.4640122511485452
sq0.452697419859265
pt0.42716857610474634
ro0.4210090984284532
ms0.41569282136894825
ca0.388646288209607
cs0.36823104693140796
sv0.3676603432700994
sl0.3642143505903724
de0.360146252285192
hr0.32627526467757456
fi0.2374727668845316
et0.2366412213740458
eu0.16567342073897498
lt0.15254237288135594
az0.14425427872860636
sk0.14425427872860636
yo0.1325898389095415
hu0.08735332464146023
lv0.08256880733944955
pl0.08256880733944955
tr0.077733860342556
reliabletrue
passestrue
1
name"Melanie"
dialogue"Was? Ich verstehe Sie nicht. Ich habe mir gerade meine Fotos angesehen, und auf einem ist etwas Merkwürdiges."
detectedLang"de"
heavyLang"de"
scores
de0.8247663551401868
nl0.5201535508637236
no0.3713327745180218
en0.36386768447837153
sk0.3444055944055944
sv0.3397887323943662
pt0.3333333333333333
fr0.32855863921217543
ro0.3181818181818182
hr0.2937853107344633
lt0.2937853107344633
is0.2877492877492877
eu0.28366762177650434
pl0.27606177606177607
es0.2654260528893242
it0.2625368731563422
tr0.2618110236220473
cs0.24089068825910928
et0.22839506172839508
tl0.22760041194644695
sl0.20969441517386725
ca0.2046659597030753
fi0.19527896995708155
da0.1544532130777903
lv0.1515837104072398
sq0.13990825688073394
az0.1359447004608295
hi0.12383177570093458
yo0.1039426523297491
ms0.0985576923076923
hu0.08759124087591241
reliabletrue
passestrue
2
name"Hunter"
dialogue"You’re speaking German, aren’t you? I’m afraid I don’t understand."
detectedLang"en"
heavyLang"en"
scores
en0.7953216374269005
tl0.6798780487804877
no0.5333333333333334
sv0.517019319227231
da0.45595854922279794
ro0.43058568329718006
nl0.40543601359003395
de0.3986254295532647
cs0.3371212121212121
tr0.3137254901960784
ca0.29718875502008035
lt0.29718875502008035
hr0.2866847826086956
is0.2837653478854025
pl0.279835390946502
sq0.279835390946502
it0.27486187845303867
et0.23580786026200873
sk0.23469387755102045
ms0.23020527859237538
az0.20212765957446807
yo0.14215686274509806
fr0.1191275167785235
pt0.1191275167785235
be0.11764705882352942
es0.11764705882352942
hu0.11317567567567569
lv0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
3
name"Melanie"
dialogue"Auf diesem Bild, hinter dem Apfelstand. Da ist ein Mann, und neben ihm steht die Frau. Kurz danach war sie verschwunden."
detectedLang"de"
heavyLang"de"
scores
de0.8254897545597839
no0.4894598155467721
nl0.4029275808936826
da0.396417445482866
sv0.3616144975288303
sl0.3547044129891757
pl0.32784041630529054
tr0.3260869565217392
en0.30368373764600176
is0.2837338262476894
es0.27502338634237605
ro0.2504835589941973
pt0.24537487828627072
it0.23870333988212183
hr0.23115079365079366
sq0.20349434737923947
cs0.19855222337125128
hu0.18506834910620398
lt0.1842105263157895
az0.17553191489361702
yo0.17377398720682302
fr0.14835164835164832
tl0.143646408839779
eu0.13793103448275862
ca0.13213885778275478
fi0.1262683201803833
hi0.1203178206583428
sk0.0903755868544601
vi0.07517899761336516
ms0.07074340527577938
reliabletrue
passestrue
4
name"Hunter"
dialogue"Your camera? May I see?"
detectedLang"en"
heavyLang"en"
scores
en0.7835497835497836
tl0.7098646034816248
it0.6453900709219859
ro0.6231155778894472
ca0.6153846153846154
et0.608355091383812
sv0.5945945945945946
yo0.5522388059701493
vi0.5098039215686274
ms0.5
no0.4915254237288135
da0.4809688581314879
hr0.4809688581314879
sq0.471830985915493
pl0.45652173913043476
cs0.4117647058823529
es0.39759036144578314
fr0.336283185840708
nl0.336283185840708
de0.32432432432432434
sk0.32432432432432434
be0.3181818181818182
tr0.3181818181818182
hu0.3087557603686636
az0.29577464788732394
is0.29577464788732394
lt0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja, hier. Sehen Sie? Der Mann hält sie am Arm. Ich habe das erst heute bemerkt."
detectedLang"de"
heavyLang"de"
scores
de0.8246585455887783
nl0.41066997518610426
no0.3994943109987357
pl0.39258312020460356
sv0.37335092348284965
fi0.3365921787709497
da0.3356643356643356
et0.32814710042432815
ca0.3055555555555556
sk0.30453879941434847
pt0.25897035881435254
ro0.21617161716171615
eu0.19491525423728812
lv0.19491525423728812
en0.16373239436619716
fr0.15630550621669628
hi0.15480427046263345
sl0.14414414414414414
is0.1410488245931284
sq0.13636363636363635
yo0.13636363636363635
reliabletrue
passestrue
6
name"Hunter"
dialogue"All right. I can see the photograph. Can you make it bigger?"
detectedLang"en"
heavyLang"en"
scores
en0.8300860897145447
tl0.648876404494382
no0.572405929304447
da0.5142487046632124
sv0.5110821382007823
sq0.49664429530201337
fr0.48559670781893005
yo0.47844228094575797
et0.46120689655172414
ca0.3644067796610169
it0.33274021352313166
cs0.32795698924731176
nl0.29906542056074764
lv0.28435114503816794
tr0.2816091954022989
de0.28023032629558536
az0.27184466019417475
hr0.2704280155642024
pl0.251497005988024
ro0.1935483870967742
ms0.17218543046357618
hi0.17035398230088497
sk0.1610738255033557
be0.15730337078651685
hu0.1515837104072398
is0.14383561643835618
lt0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
7
name"Melanie"
dialogue"Einen Moment. Meine Hände zittern so. So, jetzt."
detectedLang"de"
heavyLang"de"
scores
de0.8158640226628895
nl0.5854591836734694
no0.5584239130434783
sv0.5454545454545454
en0.5370370370370371
fr0.4766505636070853
fi0.45286195286195285
tl0.436741767764298
sk0.4257950530035336
ca0.3902439024390244
yo0.367704280155642
ro0.34343434343434337
sl0.3172268907563025
pl0.2995689655172413
sq0.2995689655172413
cs0.282560706401766
eu0.2511520737327189
vi0.23349056603773585
et0.22062350119904073
es0.21307506053268765
it0.2073170731707317
pt0.2073170731707317
is0.1935483870967742
da0.1709183673469388
az0.16237113402061853
hr0.16237113402061853
hu0.16237113402061853
reliabletrue
passestrue
8
name"Hunter"
dialogue"There’s a man beside her. I can’t quite make out his face."
detectedLang"en"
heavyLang"en"
scores
en0.8223244147157192
tl0.5857699805068226
da0.5591286307053942
no0.5405405405405406
ro0.49584816132858833
fr0.48547215496368035
de0.46473551637279603
tr0.4501940491591203
sv0.43559096945551123
lt0.43333333333333335
it0.4272237196765499
sq0.4121715076071923
ca0.39198855507868385
nl0.3876080691642651
hr0.371301775147929
lv0.36186186186186187
cs0.3580060422960725
pl0.35213414634146345
hu0.3441358024691358
pt0.33800623052959505
et0.3338557993730407
es0.33070866141732286
yo0.3264659270998415
sk0.32216905901116427
is0.24511545293072823
az0.23835125448028674
vi0.23835125448028674
sl0.17475728155339806
be0.1414141414141414
eu0.1414141414141414
fi0.1290983606557377
ms0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
9
name"Melanie"
dialogue"Er hatte einen roten Wagen. Ich glaube, ich habe ihn später hinter dem Festgelände gesehen, aber ich bin mir nicht sicher."
detectedLang"de"
heavyLang"de"
scores
de0.8306519898391194
sv0.5621237000547346
nl0.5263469508584961
no0.4891443167305236
da0.47019867549668876
fi0.3563958165728077
eu0.2844364937388193
fr0.27992799279927993
it0.25925925925925924
tl0.25650557620817843
sk0.24599434495758718
tr0.22705314009661837
en0.2102665350444225
ms0.2047713717693837
sl0.19678714859437751
pl0.18200408997955012
hr0.17525773195876287
is0.17269906928645296
cs0.16926272066458983
es0.15164369034994699
pt0.14255091103965703
ca0.14070891514500536
sq0.13606911447084233
ro0.12854030501089325
lt0.07300115874855156
lv0.07300115874855156
az0.06868451688009314
et0.06868451688009314
reliabletrue
passestrue
10
name"Hunter"
dialogue"I wish I knew what you were saying. We’ll need someone to interpret."
detectedLang"en"
heavyLang"en"
scores
en0.8178311187312473
tl0.49584816132858833
cs0.4791666666666667
pl0.44661458333333337
hr0.4429882044560944
no0.44005270092226617
da0.4348404255319149
ca0.41540577716643745
sq0.40308988764044945
it0.3988684582743989
sk0.3963068181818182
et0.3902439024390244
lv0.38936781609195403
ro0.3786549707602339
es0.36661698956780925
pt0.36661698956780925
lt0.36472346786248133
tr0.36281859070464767
yo0.34514637904468415
sv0.3369734789391576
sl0.3210862619808307
de0.28330522765598654
fr0.2747440273037543
hu0.24377224199288253
az0.23423423423423423
vi0.22867513611615245
eu0.16173570019723865
nl0.16173570019723865
be0.1414141414141414
ms0.1361788617886179
is0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
11
name"Melanie"
dialogue"Können Sie mir helfen? Ich habe Angst, dass der Mann auch mich gesehen hat."
detectedLang"de"
heavyLang"de"
scores
de0.8439125910509886
nl0.5375128468653648
no0.47735191637630664
da0.34497816593886466
pl0.3353028064992614
hu0.303405572755418
fi0.30124223602484473
is0.256198347107438
sk0.21602787456445993
eu0.20353982300884957
sv0.1906474820143885
hr0.1818181818181818
tr0.14772727272727273
az0.14611005692599618
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hold on. My phone’s ringing. Detective Hunter. Yes. Where? All right, I’m on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8071528751753156
tl0.6813441483198146
no0.46341463414634143
fr0.44889779559118237
da0.4421906693711968
de0.4186046511627907
it0.41050375133976424
nl0.39560439560439564
ca0.3806306306306307
et0.377123442808607
ro0.3612078977932636
sq0.3544600938967136
sv0.3475682087781732
cs0.29757343550446996
pt0.29757343550446996
ms0.28478543563068925
es0.2445054945054945
pl0.24242424242424243
sk0.22644163150492264
hr0.2198581560283688
fi0.21428571428571427
yo0.21316165951359084
vi0.19472913616398244
sl0.1863905325443787
hi0.13249211356466878
tr0.09688013136288999
reliabletrue
passestrue
13
name"Melanie"
dialogue"Müssen Sie gehen? Was soll ich mit dem Foto machen?"
detectedLang"de"
heavyLang"de"
scores
de0.8401377274963109
nl0.6140142517814726
da0.5870393900889453
sv0.49139280125195617
pl0.4715447154471545
no0.4706840390879479
en0.4186046511627907
sk0.37977099236641226
pt0.2919389978213508
az0.27293064876957496
eu0.26136363636363635
tr0.2243436754176611
fi0.21307506053268765
hu0.21307506053268765
yo0.2111650485436893
fr0.20537897310513448
sl0.19154228855721395
tl0.1875
it0.16237113402061853
lv0.16237113402061853
ro0.16237113402061853
ca0.15364583333333331
cs0.15364583333333331
es0.15364583333333331
et0.15364583333333331
hr0.15364583333333331
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to leave. I’ll send someone back who can help us talk."
detectedLang"en"
heavyLang"en"
scores
en0.8292787025181392
tl0.5776135163674763
da0.4936708860759494
ca0.42028985507246375
pl0.394856278366112
hr0.3893129770992366
no0.38837920489296635
cs0.3710691823899371
yo0.358974358974359
sk0.33774834437086093
lv0.3162393162393162
lt0.2945326278659612
es0.2766726943942134
pt0.2766726943942134
tr0.2687385740402194
az0.25925925925925924
sv0.25650557620817843
sq0.250936329588015
sl0.23224568138195778
it0.22330097087378642
de0.18533604887983707
ro0.1836734693877551
be0.14893617021276595
hu0.14346895074946467
et0.13606911447084233
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
15
name"Melanie"
dialogue"Bitte kommen Sie zurück."
detectedLang"de"
heavyLang"de"
scores
de0.8407643312101911
da0.6492985971943889
no0.6399176954732511
et0.5614035087719298
sv0.5580808080808082
nl0.5014245014245015
pl0.3902439024390244
fi0.37722419928825623
hu0.3217054263565891
it0.3
reliabletrue
passestrue