Run: 2026-11-11-01M75RWM9ZC87K3HNQ3S8SCCM1

Run Details

Model:
Gemini 4 Carbon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
57.8s
Cost:
$0.048104
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, miss. Detective Hunter, Alborn PD. Sorry to interrupt your quiet afternoon, but the barista mentioned you're always out around town taking landscape photos. Mind if I ask where you were yesterday evening, right around the time folks were setting up the tents for the Apple Festival?" Melanie: "Huch! Polizei? Oh Gott, mein Herz... Es tut mir so leid, ich verstehe Sie überhaupt nicht! Aber bitte, schauen Sie auf meine Kamera—ich habe gerade erst beim Durchblättern gesehen, was da gestern Abend im Hintergrund war! Meine Hände zittern total!" Hunter: "Whoa, easy there, ma'am. Slow down. You look like you've just seen a ghost, and I didn't catch a single word of that. Do you speak English?" Melanie: "Englisch? Ich spreche kein Wort Englisch, ich bin doch erst seit ein paar Tagen aus Deutschland hier für mein Auslandssemester! Bitte, schauen Sie doch einfach auf das Display! Sehen Sie die Person da hinten zwischen den Apfelbäumen im Nebel? Das ist doch genau der Mann von dem Plakat da drüben an der Café-Tür!" Hunter: "Okay, shaking your head means no, I can figure that much out. Wait—why are you pointing at the missing person flyer by the counter and then back at your camera? Let me get a closer look at that screen. Zoom in a bit... Well, I'll be. That's Arthur's red flannel jacket right there by the old orchard fence." Melanie: "Genau, die rote Jacke! Ich wollte nur den Sonnenuntergang über den Hügeln fotografieren, ich schwöre es! Ich habe beim Fotografieren überhaupt nichts bemerkt, erst jetzt gerade hier am Tisch! Und sehen Sie den dunklen Schatten direkt hinter ihm? Jemand war da draußen bei ihm! Schauen Sie hier unten auf das Datum und die Zahlen!" Hunter: "Look, miss, I have zero clue what language you're speaking, and the Marines sure didn't train me for high-stakes guessing games. But numbers I can read. Eighteen-fifteen... six-fifteen PM. That puts him at the north grove twenty minutes after the festival committee lost track of him. Take a breath, alright? You're safe in here." Melanie: "Wie soll ich denn ruhig bleiben, wenn in dieser winzigen Stadt Leute verschwinden und ich niemanden vorwarnen kann?! Sie müssen die Kamera mitnehmen oder jemanden holen, der mich versteht! Moment—klingelt da Ihr Telefon?" Hunter: "Hold that thought. Sorry, I have to take this. ... Hunter here. Go ahead, Chief. ... Out behind the cider mill? Are you sure it's his truck? Copy that, secure the perimeter, I'm three minutes out. ... Listen to me, miss. I have to run. Here, take my card. Guard that camera with your life, stay right here in town, and I'll find someone from the college who can translate as soon as I get back." Melanie: "Hallo?! Warten Sie doch, Sie können jetzt nicht einfach gehen! Was soll ich denn allein mit Ihrer Karte anfangen?! Ach, du lieber Himmel..."
created_at"2026-11-11T17:01:04.207Z" 11/11/2026, 5:01:04 PM
model"google/gemini-4-carbon-20261110"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4824
moderation_latency(null)
generation_time57805
tokens_prompt306
tokens_completion2445
native_tokens_prompt317
native_tokens_completion4747
native_tokens_completion_images0
native_tokens_reasoning4063
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"
usage0.048104
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.22.2; linux; x64))"
http_referer(null)
request_id"req-1794416464-7mAafL6sHJuu5kMHH7at"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1794416464-tlFtP3ZSFlJl6rLLh4me"
upstream_id"UJ_0at_eGKObo_UPo_OZ0AE"
provider_responses
0
endpoint_id"f0c9681d-e99b-4bcb-8031-752429da222d"
id"UJ_0at_eGKObo_UPo_OZ0AE"
is_byokfalse
latency4824
model_permaslug"google/gemini-4-carbon-20261110"
provider_name"Google AI Studio"
status200
total_cost0.048104
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, miss. Detective Hunter, Alborn PD. Sorry to interrupt your quiet afternoon, but the barista mentioned you're always out around town taking landscape photos. Mind if I ask where you were yesterday evening, right around the time folks were setting up the tents for the Apple Festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7690886699507389
tl0.6339320577899258
no0.5151280062063615
da0.4803215077605321
fr0.4703389830508474
it0.46197991391678617
nl0.4568366164542294
pt0.4473916887709991
sv0.4350708044591745
es0.4133291614518148
ro0.3840341655716163
ca0.37395659432387307
de0.37269989963198397
sq0.3654822335025381
ms0.34714484679665736
hr0.34141201264488935
cs0.30089485458612975
sl0.2829827915869981
sk0.2738187451587916
is0.2371847030105777
pl0.23469387755102045
et0.23375561912545978
lv0.23155737704918034
lt0.21350671140939598
hu0.19006479481641467
yo0.17763157894736845
fi0.17546174142480211
tr0.13274745605920443
az0.11681582666038626
eu0.11514865502595564
vi0.06296851574212893
hi0.039446721311475405
be0.03598971722365039
uk0.032507739938080496
reliabletrue
passestrue
1
name"Melanie"
dialogue"Huch! Polizei? Oh Gott, mein Herz... Es tut mir so leid, ich verstehe Sie überhaupt nicht! Aber bitte, schauen Sie auf meine Kamera—ich habe gerade erst beim Durchblättern gesehen, was da gestern Abend im Hintergrund war! Meine Hände zittern total!"
detectedLang"de"
heavyLang"de"
scores
de0.8066013408973699
nl0.5134609146934803
sv0.44812362030905084
en0.3849938499384994
no0.36815501263689976
da0.3288590604026846
it0.3212669683257918
es0.31444241316270566
pt0.3131868131868132
ro0.3112947658402204
ca0.29808142255498365
hr0.2736077481840194
sk0.2697176241480039
fr0.2632612966601179
tl0.25521350546176763
sl0.25037481259370314
fi0.24280666330136297
pl0.24089068825910928
eu0.2223950233281493
is0.21052631578947367
ms0.20760697305863707
et0.1939817302525524
lt0.18787222523010288
yo0.1610738255033557
cs0.1515837104072398
hu0.1423670668953688
tr0.13892078071182548
az0.13793103448275862
lv0.12229373902867173
sq0.12075029308323564
vi0.09747292418772564
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, easy there, ma'am. Slow down. You look like you've just seen a ghost, and I didn't catch a single word of that. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7947355711180875
tl0.5126146788990825
no0.4076655052264809
de0.39372325249643364
sv0.3862815884476534
yo0.3684992570579495
cs0.34514637904468415
hr0.34261407579273007
ca0.33070866141732286
sk0.3216280925778133
sq0.3205435651478817
ro0.3150684931506849
it0.3111831442463533
pl0.3055555555555556
pt0.2582897033158813
fr0.2517605633802817
da0.24977934686672548
nl0.23766816143497754
vi0.22303473491773307
et0.21150278293135436
is0.2107706592386258
hu0.20782851817334574
ms0.20337394564198688
sl0.19811320754716982
tr0.1474423269809428
lt0.1457286432160804
az0.1353001017293998
lv0.1353001017293998
es0.13441955193482688
be0.07608695652173912
eu0.07608695652173912
fi0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Ich spreche kein Wort Englisch, ich bin doch erst seit ein paar Tagen aus Deutschland hier für mein Auslandssemester! Bitte, schauen Sie doch einfach auf das Display! Sehen Sie die Person da hinten zwischen den Apfelbäumen im Nebel? Das ist doch genau der Mann von dem Plakat da drüben an der Café-Tür!"
detectedLang"de"
heavyLang"de"
scores
de0.8090026842865993
nl0.5250320924261874
no0.4651633420063602
da0.4495685807795299
sv0.40012970168612194
tr0.31985294117647056
en0.31658662726265235
pt0.29897688518378174
is0.28488596830305374
ms0.26877470355731226
ro0.2567296102852551
sk0.25553319919517103
it0.2507087889833941
es0.24458962841976317
pl0.21742808798646363
hr0.20838682071031236
fr0.20566766852726492
eu0.20155373327578766
ca0.18538088947600176
sq0.17777777777777778
et0.1726296958855098
yo0.15870850386539334
tl0.1575591985428051
cs0.143121815655396
sl0.13953488372093023
hu0.1302303714151387
fi0.1281809613572102
lt0.12322274881516589
az0.109720885466795
vi0.0850642927794263
hi0.05419222903885481
lv0.03896103896103897
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, shaking your head means no, I can figure that much out. Wait—why are you pointing at the missing person flyer by the counter and then back at your camera? Let me get a closer look at that screen. Zoom in a bit... Well, I'll be. That's Arthur's red flannel jacket right there by the old orchard fence."
detectedLang"en"
heavyLang"en"
scores
en0.7943092218032225
tl0.6593489780469342
no0.48335246842709534
da0.4318181818181818
fr0.4307400379506641
nl0.40495867768595045
sv0.39065673662830064
de0.3894165535956581
it0.3862938970337538
ro0.3814432989690722
sq0.34806229626946755
pt0.3348115299334811
ca0.3298585256887565
ms0.3071593533487298
es0.30394431554524365
yo0.29439435515484125
cs0.28028788484606154
is0.27125506072874495
pl0.26799511996746644
hr0.2644053943604413
sl0.2641046606704824
tr0.2190889370932755
sk0.21328671328671328
et0.19390953873712496
az0.18845807033363388
lt0.18735891647855532
lv0.18404351767905713
hu0.18293236495687698
fi0.14285714285714285
vi0.06880496637351267
zh0.04153354632587859
be0.03743315508021391
eu0.03743315508021391
uk0.033816425120772944
reliabletrue
passestrue
5
name"Melanie"
dialogue"Genau, die rote Jacke! Ich wollte nur den Sonnenuntergang über den Hügeln fotografieren, ich schwöre es! Ich habe beim Fotografieren überhaupt nichts bemerkt, erst jetzt gerade hier am Tisch! Und sehen Sie den dunklen Schatten direkt hinter ihm? Jemand war da draußen bei ihm! Schauen Sie hier unten auf das Datum und die Zahlen!"
detectedLang"de"
heavyLang"de"
scores
de0.8092943892401887
nl0.5249999999999999
da0.38788659793814434
sv0.36981757877280264
no0.3660326993660327
en0.31333574268160463
ms0.2819349962207105
pt0.27811550151975684
ro0.2638512204571872
ca0.26127527216174184
eu0.2578125
tr0.2578125
lt0.24960505529225907
tl0.22952149229521493
es0.22795611540024377
it0.21681780708985984
lv0.204688154039347
hr0.20033670033670034
sl0.1925201869953251
fr0.18733960650128315
pl0.1782006920415225
fi0.1659350307287094
et0.1581745680106336
sq0.14798206278026907
cs0.14721723518850988
sk0.1445294912201711
yo0.11668991166899116
az0.10546139359698682
is0.10504003768252473
hu0.05094905094905095
hi0.043784599899345744
vi0.03209373408048905
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, miss, I have zero clue what language you're speaking, and the Marines sure didn't train me for high-stakes guessing games. But numbers I can read. Eighteen-fifteen... six-fifteen PM. That puts him at the north grove twenty minutes after the festival committee lost track of him. Take a breath, alright? You're safe in here."
detectedLang"en"
heavyLang"en"
scores
en0.8050974512743628
tl0.6750541576403933
no0.5022970903522206
nl0.48899371069182396
fr0.4670675047827275
da0.4554593688913711
de0.3908153701968135
it0.375
ca0.36667749269243255
ms0.3301271040879423
pt0.3282810885291078
sv0.32642487046632124
ro0.3191340782122905
yo0.31362196409714893
sq0.28780131482834187
et0.28440366972477066
hr0.2777777777777778
sl0.2753623188405797
es0.26719278466741825
fi0.25572519083969464
lt0.2497114274721047
cs0.24855491329479767
pl0.2337917485265226
sk0.2152917505030181
is0.21465968586387435
az0.17442845046570704
eu0.14586070959264125
hu0.12946428571428573
lv0.11564625850340135
tr0.10303587856485741
vi0.06385021603456553
hi0.045053868756121454
be0.034653465346534656
uk0.03129657228017884
reliabletrue
passestrue
7
name"Melanie"
dialogue"Wie soll ich denn ruhig bleiben, wenn in dieser winzigen Stadt Leute verschwinden und ich niemanden vorwarnen kann?! Sie müssen die Kamera mitnehmen oder jemanden holen, der mich versteht! Moment—klingelt da Ihr Telefon?"
detectedLang"de"
heavyLang"de"
scores
de0.804150632215503
nl0.5692261185006046
sv0.4968220338983051
da0.4827586206896552
no0.4827586206896552
pl0.3708609271523179
ro0.3384401114206128
ms0.32751297781972627
ca0.324964471814306
az0.31325301204819284
it0.30181283684468396
es0.3011280039234919
tr0.29768358797437156
en0.2945544554455446
sq0.28892215568862273
sl0.2803030303030303
fr0.2795753286147624
yo0.24603174603174602
hr0.24363057324840762
pt0.22470076169749728
hu0.22258592471358432
sk0.2191780821917808
tl0.21140011068068623
et0.1971830985915493
cs0.19536984754376058
is0.137409200968523
lt0.13583990297149787
fi0.12844036697247707
eu0.1198270537368746
lv0.044906166219839144
vi0.04233870967741936
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold that thought. Sorry, I have to take this. ... Hunter here. Go ahead, Chief. ... Out behind the cider mill? Are you sure it's his truck? Copy that, secure the perimeter, I'm three minutes out. ... Listen to me, miss. I have to run. Here, take my card. Guard that camera with your life, stay right here in town, and I'll find someone from the college who can translate as soon as I get back."
detectedLang"en"
heavyLang"en"
scores
en0.8046875
tl0.6524683657102122
no0.41721458457860133
da0.4117647058823529
it0.4003690036900369
ro0.38330170777988615
nl0.37540038436899426
de0.3623283191628515
fr0.34210526315789475
sv0.33965458855401287
sq0.3261921216309606
yo0.3226814866273012
ca0.3143459915611814
ms0.31313842902430433
pt0.3119266055045872
es0.28780131482834187
sl0.27804516845612737
pl0.2764378478664193
cs0.23439340400471145
hr0.23349056603773585
sk0.22124600638977635
tr0.21212121212121213
et0.19753086419753088
fi0.17197452229299362
lv0.16915210907541542
lt0.15437987857762359
az0.1529105125977411
eu0.14285714285714285
hu0.10550458715596331
vi0.07187053783912423
is0.06385021603456553
ja0.04878048780487806
be0.034653465346534656
uk0.03129657228017884
reliabletrue
passestrue
9
name"Melanie"
dialogue"Hallo?! Warten Sie doch, Sie können jetzt nicht einfach gehen! Was soll ich denn allein mit Ihrer Karte anfangen?! Ach, du lieber Himmel..."
detectedLang"de"
heavyLang"de"
scores
de0.8275531711055758
nl0.5551161641127039
no0.5295347621536853
da0.5235574377977766
sv0.4568497284248642
eu0.3612491128459901
fi0.3612491128459901
fr0.3387215282880235
pl0.30178432893716056
hu0.28741092636579574
en0.2862807295796987
es0.25742574257425743
it0.24050632911392408
is0.2353440951571793
az0.1935483870967742
et0.1891891891891892
tr0.1847826086956522
lt0.172033118675253
pt0.1712707182320442
sk0.16897506925207756
cs0.1501416430594901
tl0.13211186113789777
sq0.12280701754385964
ro0.10714285714285714
vi0.0990990990990991
yo0.08814589665653494
ms0.07975460122699386
ca0.07216494845360825
lv0.06542056074766354
hr0.06152241918665276
sl0.06152241918665276
reliabletrue
passestrue