Run: 2026-11-11-01M75PX4QG7RTK9MSD3NRK9FB9

Run Details

Model:
Gemini 4 Carbon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
21.5s
Cost:
$0.011484
Provider:
Google AI Studio

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, ma'am. Detective Hunter, Alborn PD. Mind if I take a seat? I noticed the camera, and I'm asking folks if they happened to take any pictures near the old apple orchard last night. A local baker went missing right after closing." Melanie: "Oh! Äh... Entschuldigung? Sind Sie von der Polizei? Ich... ich verstehe kein Englisch, es tut mir leid. Aber mein Fotoapparat... Gott, Sie sind wegen gestern Abend hier, oder?" Hunter: "Whoa, hold on there. Slow down. What language is that? Look, I don't understand what you're saying, ma'am. You look pale as a ghost, though. Do you speak any English at all?" Melanie: "Englisch? Nein, nein, gar nicht! Ich bin erst seit zwei Tagen hier für die Universität. Hören Sie, ich wollte nur den Sonnenuntergang über den Apfelbäumen fotografieren! Nur die Landschaft! Aber da war ein Mann..." Hunter: "Okay, I caught 'nein'—no—maybe? Damn it, I don't know a lick of whatever you're speaking. Dutch? Russian? Look, take a breath. You're shaking. Did you see something out there? Point to your camera." Melanie: "Meine Kamera? Ja! Ja, hier, sehen Sie das Display? Ich habe den Schatten gesehen! Zwei Leute haben gestritten, genau dort bei der alten Scheune! Ich hatte solche Angst, ich bin einfach weggelaufen!" Hunter: "Easy, easy. Keep your voice down, folks in the diner are staring. You're pointing at that picture of the barn. The shadows by the trees... is that someone's truck? Did you take this last night?" Melanie: "Ich verstehe Sie nicht! Warum verstehen Sie mich nicht? Da! Das Auto! Sehen Sie das Nummernschild? Es ist zu dunkel, ich weiß, das Licht war schlecht, aber jemand wurde in dieses Auto gezogen!" Hunter: "Auto. Car. Okay, I get 'auto.' You saw a car by the orchard. Look, miss, I need this memory card as evidence, and I need to get someone down to the station who can translate whatever this is. Just stay calm for a second." Melanie: "Bitte, Sie müssen mir glauben. Ich wollte keine Schwierigkeiten machen, ich mache nur Fotos von den Bäumen und dem Fluss! Ist dem Mann etwas passiert? Ist er verletzt?" Hunter: "I have no idea what you're asking me, ma'am, I really don't. Hang on—sorry, that's my phone. Gotta take this, it's the Sheriff. ... Hunter here. What? Down by Miller's Creek? Are you sure it's his apron? ... Copy that, secure the perimeter, don't let anyone trample the mud. I'm five minutes out." Melanie: "Was ist los? Müssen Sie gehen? Aber was ist mit den Fotos? Warten Sie doch!" Hunter: "Listen to me. I have to go right now. Here—take my card. Don't delete anything off that camera, you hear me? Keep it safe. I'll find a professor at the college who speaks your language and I'll be back. Stay out of the orchards." Melanie: "Ihre Karte? Detective Hunter... Okay. Ja. Ich warte. Bitte seien Sie vorsichtig!"
created_at"2026-11-11T16:26:23.87Z" 11/11/2026, 4:26:23 PM
model"google/gemini-4-carbon-20261110"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4332
moderation_latency(null)
generation_time21500
tokens_prompt306
tokens_completion809
native_tokens_prompt317
native_tokens_completion1085
native_tokens_completion_images0
native_tokens_reasoning348
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"STOP"
service_tier"default"
usage0.011484
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.22.2; linux; x64))"
http_referer(null)
request_id"req-1794414383-mUIjGg3jeFV4p5YhIfCt"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1794414383-yme75hxtx499kowbvpe4"
upstream_id"MJf0apLRAquMytMPo9WJIA"
provider_responses
0
endpoint_id"f0c9681d-e99b-4bcb-8031-752429da222d"
id"MJf0apLRAquMytMPo9WJIA"
is_byokfalse
latency4332
model_permaslug"google/gemini-4-carbon-20261110"
provider_name"Google AI Studio"
status200
total_cost0.011484
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
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, ma'am. Detective Hunter, Alborn PD. Mind if I take a seat? I noticed the camera, and I'm asking folks if they happened to take any pictures near the old apple orchard last night. A local baker went missing right after closing."
detectedLang"en"
heavyLang"en"
scores
en0.769170579029734
tl0.6121483039705495
fr0.4971019434026594
no0.4920798898071625
sv0.45431002589715136
nl0.4469441319835021
da0.44465361445783136
ca0.4425547996976568
it0.4389501711677444
ro0.43788109756097565
es0.38669438669438666
pt0.3720732226479353
de0.36174816096927737
sq0.3094569288389513
yo0.2969494756911344
et0.27124505928853754
sl0.25429726996966634
ms0.24008243173621843
lv0.23654244306418218
cs0.22976501305483027
hr0.22734415924567838
sk0.21667551779075944
pl0.19880499728408474
is0.19662309368191722
hu0.17413213885778275
lt0.14443155452436196
fi0.1277350680070964
tr0.12254610350981558
az0.11835026897788403
eu0.1125150421179302
vi0.08271144278606966
zh0.05022537025112685
be0.045307443365695796
uk0.04096228868660599
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh! Äh... Entschuldigung? Sind Sie von der Polizei? Ich... ich verstehe kein Englisch, es tut mir leid. Aber mein Fotoapparat... Gott, Sie sind wegen gestern Abend hier, oder?"
detectedLang"de"
heavyLang"de"
scores
de0.8043052837573386
nl0.5737425404944586
ro0.3935718617343845
ca0.37146448774355756
no0.3698802772526781
sv0.34683213585891576
es0.3403693931398417
en0.28724162508909473
fr0.2831541218637993
it0.2800575953923686
da0.275887038377987
pt0.2727272727272727
pl0.27219796215429404
ms0.27007299270072993
is0.24698795180722888
hr0.2464204973624718
lt0.24127465857359634
sq0.21875
sk0.21691464369616287
lv0.21383647798742136
et0.20127795527156547
hu0.19935948759007205
tl0.1830065359477124
az0.16177703269069574
cs0.13644214162348878
sl0.13644214162348878
tr0.1243432574430823
eu0.08592321755027423
fi0.07749077490774908
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on there. Slow down. What language is that? Look, I don't understand what you're saying, ma'am. You look pale as a ghost, though. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8041410184667039
tl0.5063469675599436
da0.4770916334661355
no0.4675456389452333
de0.38917975567190227
yo0.37537180249851276
cs0.3663246831623416
ro0.34863523573200994
sq0.34863523573200994
sv0.3462017434620174
pl0.3379571248423708
hr0.33586337760910817
ca0.3251928020565552
sk0.3217054263565891
nl0.31994818652849744
hu0.30463576158940403
et0.2981283422459893
pt0.29388029589778075
is0.2698191933240611
ms0.23133235724743775
it0.2290748898678414
fr0.21991084695393756
tr0.1904394757131843
vi0.18856259659969088
fi0.16864608076009502
sl0.16666666666666666
lt0.16534181240063595
eu0.12353923205342236
az0.11242603550295857
lv0.11242603550295857
es0.1116751269035533
hi0.07407407407407407
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Nein, nein, gar nicht! Ich bin erst seit zwei Tagen hier für die Universität. Hören Sie, ich wollte nur den Sonnenuntergang über den Apfelbäumen fotografieren! Nur die Landschaft! Aber da war ein Mann..."
detectedLang"de"
heavyLang"de"
scores
de0.8191232798978578
nl0.5611015490533563
no0.4912210694333599
da0.46179822710004215
sv0.4261926192619262
ms0.3580060422960725
en0.3178170144462279
es0.30856832971800435
is0.27762039660056653
tr0.27639046538024975
ro0.2735042735042735
pt0.2697594501718213
ca0.2565597667638484
eu0.25569176882662
it0.2530755711775044
pl0.24422050978067575
cs0.23469387755102045
tl0.2314647377938517
az0.22867513611615245
fr0.2216117216117216
sq0.21779141104294478
hr0.20411985018726592
sl0.20212765957446807
sk0.19710327455919396
yo0.1847826086956522
lt0.17207792207792208
lv0.16063199473337722
et0.1511318242343542
vi0.04708520179372198
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, I caught 'nein'—no—maybe? Damn it, I don't know a lick of whatever you're speaking. Dutch? Russian? Look, take a breath. You're shaking. Did you see something out there? Point to your camera."
detectedLang"en"
heavyLang"en"
scores
en0.7974202083677857
tl0.629125037844384
no0.38811188811188807
da0.3403338718362951
fr0.33890987587695626
pt0.31792873051224946
de0.31678750697155605
it0.3137254901960784
nl0.30358158044343375
pl0.3031854379977247
yo0.3027888446215139
ca0.29435483870967744
lv0.2781378903948144
hr0.27643236857649145
ms0.27083333333333337
cs0.26690604428485937
es0.26690604428485937
sv0.26514697060587883
sk0.2575757575757575
ro0.2400744416873449
sq0.23197492163009403
lt0.21524663677130043
is0.19566644780039397
et0.1946088099934254
sl0.19088507265521795
tr0.16095890410958905
hu0.15400552486187846
fi0.10256410256410256
az0.0979381443298969
vi0.0979381443298969
be0.05405405405405406
eu0.05405405405405406
uk0.04891304347826087
reliabletrue
passestrue
5
name"Melanie"
dialogue"Meine Kamera? Ja! Ja, hier, sehen Sie das Display? Ich habe den Schatten gesehen! Zwei Leute haben gestritten, genau dort bei der alten Scheune! Ich hatte solche Angst, ich bin einfach weggelaufen!"
detectedLang"de"
heavyLang"de"
scores
de0.8211357877478015
nl0.5228628230616302
no0.477124183006536
da0.4225216554379211
sv0.39668174962292607
it0.3620414673046252
fr0.3474714518760196
ca0.3435448577680525
es0.3288590604026846
pt0.29865575686732904
tr0.281437125748503
en0.25512104283054005
sk0.2523364485981308
ms0.24146649810366622
ro0.23712650985378256
fi0.22430510665804787
pl0.20371599203715993
tl0.2010652463382157
is0.1880920162381597
et0.17012448132780084
cs0.16666666666666666
eu0.16608756080611536
sl0.14772727272727273
lt0.10780669144981414
sq0.10714285714285714
lv0.08745247148288975
hr0.060297572435395456
yo0.058823529411764705
reliabletrue
passestrue
6
name"Hunter"
dialogue"Easy, easy. Keep your voice down, folks in the diner are staring. You're pointing at that picture of the barn. The shadows by the trees... is that someone's truck? Did you take this last night?"
detectedLang"en"
heavyLang"en"
scores
en0.8043052837573386
tl0.6518987341772152
no0.47242206235011985
nl0.46911196911196906
da0.46472019464720193
de0.4538232373386296
sv0.3982494529540482
fr0.34795494961470064
ro0.3444576877234803
yo0.342498505678422
it0.2833876221498371
is0.2763157894736842
ms0.27344782034346105
sl0.26174496644295303
pl0.25271739130434784
ca0.20863309352517986
cs0.20806335493160547
et0.17664670658682635
hr0.1716867469879518
sq0.17043740573152338
sk0.16222391469916222
es0.15254237288135594
ja0.13928012519561817
hu0.12280701754385964
tr0.11929543634907926
lt0.11646586345381525
pt0.11646586345381525
az0.07094594594594594
lv0.06621392190152801
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich verstehe Sie nicht! Warum verstehen Sie mich nicht? Da! Das Auto! Sehen Sie das Nummernschild? Es ist zu dunkel, ich weiß, das Licht war schlecht, aber jemand wurde in dieses Auto gezogen!"
detectedLang"de"
heavyLang"de"
scores
de0.8240343347639486
nl0.5678752107925801
da0.41595441595441596
en0.36806411837237973
no0.359375
ro0.3238786279683378
pl0.32164129715420253
pt0.30649526387009474
es0.30081855388813095
it0.2832167832167833
sv0.27816901408450706
sl0.2689015691868759
ca0.22641509433962262
lv0.21516079632465546
cs0.20849420849420847
yo0.19670846394984326
az0.19544740973312402
et0.19544740973312402
eu0.18908227848101267
tl0.18908227848101267
sk0.16462917685411574
tr0.15983606557377047
hu0.1451209341117598
lt0.14082145850796313
ms0.1372053872053872
fi0.13355874894336434
fr0.11865864144453997
hr0.10323709536307961
hi0.09372236958443855
is0.06135531135531135
vi0.057904411764705885
sq0.0544280442804428
reliabletrue
passestrue
8
name"Hunter"
dialogue"Auto. Car. Okay, I get 'auto.' You saw a car by the orchard. Look, miss, I need this memory card as evidence, and I need to get someone down to the station who can translate whatever this is. Just stay calm for a second."
detectedLang"en"
heavyLang"en"
scores
en0.8069973718791065
tl0.6224293059125964
fr0.48689956331877726
no0.4839701361440492
yo0.45500927643784783
da0.45450324976787365
cs0.44047619047619047
nl0.43699089602299956
it0.4359097455592895
pt0.408656265727227
ro0.39401753481175866
sk0.3870631194574856
sv0.37632696390658177
sq0.3572210065645514
et0.3529735682819383
pl0.34430803571428575
lv0.34025828186412127
es0.33390022675736963
ca0.3285714285714286
hr0.3258749282845669
ms0.31326709526592633
de0.2883101150817686
lt0.28527980535279807
hu0.2813455657492354
tr0.2600755667506297
sl0.25773847125710675
az0.22030524220305242
is0.21926910299003322
vi0.15830945558739254
fi0.15467625899280577
eu0.10442073170731707
zh0.06150159744408946
be0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bitte, Sie müssen mir glauben. Ich wollte keine Schwierigkeiten machen, ich mache nur Fotos von den Bäumen und dem Fluss! Ist dem Mann etwas passiert? Ist er verletzt?"
detectedLang"de"
heavyLang"de"
scores
de0.8265009683666883
no0.5203034359660865
nl0.4976635514018692
da0.4374672946101517
sv0.42204301075268813
fr0.2866622428666224
pl0.27019687712152074
is0.2652084757347915
it0.2386685552407932
et0.23650568181818182
ms0.2354196301564723
pt0.2304939155332856
ca0.2271746944644141
es0.21360643745427946
fi0.2066420664206642
tr0.1935483870967742
eu0.18867924528301885
en0.18064024390243902
sk0.15086887835703003
az0.14410828025477707
hr0.13446054750402578
cs0.1302588996763754
lt0.11740558292282431
sq0.11740558292282431
ro0.11303630363036303
lv0.11083540115798181
hi0.08975444538526672
tl0.06521739130434782
sl0.05866900175131349
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have no idea what you're asking me, ma'am, I really don't. Hang on—sorry, that's my phone. Gotta take this, it's the Sheriff. ... Hunter here. What? Down by Miller's Creek? Are you sure it's his apron? ... Copy that, secure the perimeter, don't let anyone trample the mud. I'm five minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.7811887655127367
tl0.5384403416919261
ca0.40812720848056533
es0.40497335701598575
da0.3814623338257016
sq0.3714821763602251
it0.3705373919579106
no0.365530303030303
fr0.3540300809872734
ro0.3441660140955364
pt0.33293508562325763
cs0.32323232323232326
nl0.317440912795436
de0.3029546400332917
et0.2866269165247019
sk0.2854095563139932
sv0.28296232876712324
pl0.27173913043478265
ms0.25356506238859183
fi0.24854194706146254
sl0.238982280781463
hr0.23585766423357665
tr0.20009551098376313
lv0.1892545982575024
yo0.1383744855967078
hu0.1361526560082517
lt0.12896515860634425
is0.11702688455455983
az0.11375661375661376
vi0.10475681453768039
ja0.056338028169014086
hi0.047754405912450254
be0.040114613180515755
uk0.03624856156501727
reliabletrue
passestrue
11
name"Melanie"
dialogue"Was ist los? Müssen Sie gehen? Aber was ist mit den Fotos? Warten Sie doch!"
detectedLang"de"
heavyLang"de"
scores
de0.8315789473684211
nl0.6303142329020333
da0.5555555555555556
no0.5067817509247842
sv0.49748743718592964
es0.4878361075544174
tr0.45054945054945056
eu0.4467496542185339
ca0.42196531791907516
pl0.4065281899109792
en0.355877616747182
az0.31153184165232356
fi0.3006993006993007
cs0.28698752228163993
lt0.26335174953959484
pt0.26335174953959484
lv0.250936329588015
hi0.20948616600790515
hu0.18032786885245902
yo0.17864476386036962
fr0.16666666666666666
ms0.16317991631799164
hr0.14346895074946467
sk0.14346895074946467
sl0.14346895074946467
et0.13606911447084233
it0.13606911447084233
sq0.13606911447084233
ro0.12854030501089325
reliabletrue
passestrue
12
name"Hunter"
dialogue"Listen to me. I have to go right now. Here—take my card. Don't delete anything off that camera, you hear me? Keep it safe. I'll find a professor at the college who speaks your language and I'll be back. Stay out of the orchards."
detectedLang"en"
heavyLang"en"
scores
en0.8116254036598493
tl0.6391752577319588
no0.5504174694926139
da0.5162404975812024
yo0.44751381215469616
nl0.41739492301290054
ro0.39888364104765994
sq0.396551724137931
fr0.3949870354364737
it0.381352187361909
de0.37860630270750106
sv0.36276741010468816
ca0.3482309124767225
pl0.3320610687022901
cs0.3197278911564626
et0.3133889161353605
pt0.30624380574826565
ms0.3010484273589616
sl0.2907801418439716
hu0.2868059093224656
sk0.2790937178166838
es0.27648578811369506
hr0.26663174436877946
lt0.2608236536430834
lv0.2608236536430834
fi0.21568627450980393
is0.21392476137001684
tr0.2009132420091324
az0.19215233698788228
eu0.15915915915915915
vi0.0867579908675799
be0.047619047619047616
uk0.0430622009569378
reliabletrue
passestrue
13
name"Melanie"
dialogue"Ihre Karte? Detective Hunter... Okay. Ja. Ich warte. Bitte seien Sie vorsichtig!"
detectedLang"de"
heavyLang"de"
scores
de0.7825141365811222
no0.5462794918330308
nl0.49647532729103727
en0.490316004077472
pl0.4840041279669762
tl0.4829369183040331
da0.47201689545934533
ca0.4594594594594595
ro0.45593035908596297
it0.452354874041621
sq0.41383352872215706
fr0.39903846153846156
et0.3946731234866829
pt0.3946731234866829
es0.3548387096774194
sv0.3514915693904021
sk0.34810951760104303
sl0.3464052287581699
fi0.29775280898876405
lv0.2625368731563422
eu0.251497005988024
ms0.21507064364207218
cs0.20760697305863707
hr0.20127795527156547
tr0.20127795527156547
lt0.1539763113367174
yo0.13043478260869565
az0.10554561717352416
reliabletrue
passestrue