Run: 2026-10-13-01M4V20PD73Q7KZTXTJYSWNX8H

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
9.2s
Cost:
$0.005774
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. I'm Detective Hunter. I noticed you have a pretty serious camera there. Were you by any chance taking pictures near the old orchard after the Apple Festival yesterday? A local baker went missing, and I'm trying to piece together a timeline." Melanie: "Was? Es tut mir leid, ich verstehe Sie nicht. Aber... gestern im Apfelgarten... oh Gott, ich habe dort etwas Schreckliches gesehen!" Hunter: "Whoa, slow down there. I don't understand a word you're saying. Is that German? Look, I don't speak German. Do you speak any English at all?" Melanie: "Nein, kein Englisch! Bitte, Sie müssen mir helfen. Meine Hände zittern immer noch. Da war ein Mann im Schatten zwischen den Bäumen... Sehen Sie, hier auf meiner Kamera!" Hunter: "Okay, you're clearly shaken up, and you keep pointing at that camera screen. Did you capture something out there? Here, let me take a look. Just... hand it to me slowly." Melanie: "Ja, ja, schauen Sie! Dieses Foto hier. Ich wollte nur den Sonnenuntergang über den Apfelbäumen fotografieren, aber dann war da dieses Geräusch... Sehen Sie den Mann dort im Hintergrund?" Hunter: "Well, I'll be damned. That's old man Miller's pickup truck in the background, and that blurry figure... Ma'am, you might have just snapped a photo of our kidnapper. Keep that SD card safe, do you understand? Safe." Melanie: "Ist das ein Polizist-Abzeichen an Ihrem Gürtel? Gott sei Dank! Sie sind Polizist! Sie müssen sofort dorthin gehen, bevor noch etwas Schlimmeres passiert!" Hunter: "I still have no clue what you're saying, lady, and my phone is ringing. Hold that thought. Detective Hunter here... What? Found his apron by the creek? Alright, keep everyone back, I'm on my way." Melanie: "Was ist los? Gehen Sie schon? Aber Sie wissen doch gar nicht, wo genau ich das Foto gemacht habe! Warten Sie!" Hunter: "Duty calls, ma'am. Stay right here in the cafe, okay? Drink your coffee. I'm going to send a deputy down here with a translation app on his phone. Don't go anywhere."
created_at"2026-10-13T16:37:32.209Z" 10/13/2026, 4:37:32 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1366
moderation_latency(null)
generation_time9203
tokens_prompt306
tokens_completion513
native_tokens_prompt317
native_tokens_completion514
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)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
service_tier(null)
usage0.005774
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909452-RODHVwBian2OW0biYybY"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909452-23rHW2KZaA6cvYBHO2hv"
upstream_id"TF7OasjeEeaa9MoPqurXmAg"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"TF7OasjeEeaa9MoPqurXmAg"
is_byokfalse
latency1365
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.005774
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. I'm Detective Hunter. I noticed you have a pretty serious camera there. Were you by any chance taking pictures near the old orchard after the Apple Festival yesterday? A local baker went missing, and I'm trying to piece together a timeline."
detectedLang"en"
heavyLang"en"
scores
en0.7896854425749817
tl0.6102575689109806
da0.5276560788608982
fr0.5225574314973707
nl0.5096645821489483
no0.5095251634916121
ca0.46726374305126617
it0.4652820830750155
pt0.45133587786259544
ro0.44462330972311653
es0.43200526835693115
sv0.43031704095112283
de0.4278606965174129
sq0.38016528925619836
cs0.37181354697742175
sk0.37089715536105033
sl0.3561030235162374
hr0.34335744194899126
lv0.33268858800773693
ms0.32879377431906615
et0.3024666397088556
pl0.2933224088488324
yo0.26060865837976854
fi0.24606643356643357
tr0.22506738544474394
lt0.20101899027327466
hu0.1797432239657632
az0.17857142857142858
is0.17305848513902206
eu0.09780334728033474
vi0.07158234660925726
be0.03899721448467967
uk0.03523489932885906
ja0.033071748878923765
reliabletrue
passestrue
1
name"Melanie"
dialogue"Was? Es tut mir leid, ich verstehe Sie nicht. Aber... gestern im Apfelgarten... oh Gott, ich habe dort etwas Schreckliches gesehen!"
detectedLang"de"
heavyLang"de"
scores
de0.8176014591883265
nl0.522673031026253
es0.35275080906148865
pl0.3360995850622407
en0.3349958437240233
sv0.3305439330543933
ca0.31153184165232356
fr0.28762243989314334
eu0.27992799279927993
is0.23809523809523808
no0.22928709055876687
it0.22254616132167152
sk0.2202729044834308
hr0.20159680638722555
hu0.17864476386036962
fi0.17695473251028807
lt0.17355371900826447
da0.16926272066458983
pt0.16142557651991615
tl0.16054564533053514
ro0.13978494623655913
lv0.13043478260869565
cs0.1111111111111111
yo0.09808342728297632
tr0.08045977011494253
az0.06868451688009314
sq0.06868451688009314
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. I don't understand a word you're saying. Is that German? Look, I don't speak German. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.817173861759849
tl0.5633802816901409
no0.5171339563862928
da0.49478487614080835
de0.45879888268156427
sv0.44682369735902927
sq0.41198786039453716
ro0.4088482074752097
cs0.4070390206579954
ca0.38783570300157977
nl0.38492063492063494
pl0.3683781581092095
hr0.3637110016420361
sk0.3530884808013356
yo0.3426632739609839
it0.3381725021349274
hu0.3272569444444444
tr0.2902930402930403
is0.28174235403151066
pt0.27637721755368816
vi0.23945044160942097
et0.21638018200202225
sl0.2131979695431472
ms0.20918367346938777
az0.20756646216768918
es0.20675537359263052
lt0.15760869565217392
lv0.14647577092511013
fr0.13116591928251123
be0.08284023668639054
eu0.08284023668639054
fi0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
3
name"Melanie"
dialogue"Nein, kein Englisch! Bitte, Sie müssen mir helfen. Meine Hände zittern immer noch. Da war ein Mann im Schatten zwischen den Bäumen... Sehen Sie, hier auf meiner Kamera!"
detectedLang"de"
heavyLang"de"
scores
de0.8225486959392538
nl0.6130309575233981
no0.5610453246222948
sv0.5610453246222948
da0.48931116389548696
en0.36652916912197997
hr0.30375647668393785
it0.2780389523169913
tr0.2746288798920378
eu0.25243393602225317
fr0.2375886524822695
fi0.22326589595375723
ms0.21875
tl0.20839469808541974
pl0.20252225519287834
is0.18498862774829417
es0.18250950570342206
az0.17498081350729086
ro0.16407465007776048
et0.16015625
sl0.15153906866614048
ca0.1413738019169329
cs0.13723916532905298
sk0.13723916532905298
pt0.10491257285595336
yo0.06521739130434782
vi0.05536028119507908
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, you're clearly shaken up, and you keep pointing at that camera screen. Did you capture something out there? Here, let me take a look. Just... hand it to me slowly."
detectedLang"en"
heavyLang"en"
scores
en0.8148482658959537
tl0.6486115872471717
nl0.410919540229885
no0.399179366940211
it0.3661100803957947
fr0.3605739238927012
es0.354127284183995
sl0.354127284183995
de0.3512658227848101
sq0.3512658227848101
da0.329627207325049
yo0.32874918140144077
sv0.32830930537352554
cs0.30649526387009474
pt0.3046132971506106
ro0.3003412969283276
ca0.2761299435028249
ms0.2745930644019816
hr0.2709815078236131
pl0.2446573323507738
lv0.2133537989255564
lt0.20971472629144178
sk0.20357420357420358
et0.20233463035019456
fi0.17802726543704894
hu0.13209144792548688
is0.1276595744680851
tr0.06987295825771324
az0.0639269406392694
eu0.0639269406392694
vi0.0639269406392694
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja, ja, schauen Sie! Dieses Foto hier. Ich wollte nur den Sonnenuntergang über den Apfelbäumen fotografieren, aber dann war da dieses Geräusch... Sehen Sie den Mann dort im Hintergrund?"
detectedLang"de"
heavyLang"de"
scores
de0.8148771457421743
da0.4729276473406804
nl0.4554455445544555
no0.43064182194616984
pl0.3725042783799201
ca0.3409227082085081
sk0.3188854489164087
et0.3184634448574969
sv0.3176178660049628
es0.3125
eu0.29891650732950925
tr0.2833876221498371
sl0.27488464073829927
hr0.2744063324538259
pt0.26910299003322263
lv0.25826028320971006
fi0.24294562973158984
ms0.2366412213740458
ro0.23184357541899442
it0.2125984251968504
cs0.2069214131218457
en0.20232052211747645
tl0.1976659372720642
is0.19236417033773862
az0.18032786885245902
sq0.16030534351145037
yo0.12
fr0.11788291900561347
lt0.10277324632952692
vi0.05417024935511608
reliabletrue
passestrue
6
name"Hunter"
dialogue"Well, I'll be damned. That's old man Miller's pickup truck in the background, and that blurry figure... Ma'am, you might have just snapped a photo of our kidnapper. Keep that SD card safe, do you understand? Safe."
detectedLang"en"
heavyLang"en"
scores
en0.7808865666610484
tl0.5719459993414554
da0.44491887275832626
sv0.4318181818181818
no0.4257950530035336
de0.4157303370786517
nl0.37739463601532564
yo0.37739463601532564
fr0.37137330754352027
cs0.2837465564738292
ro0.2785793562708102
sl0.2630385487528345
ca0.2617830777967064
sk0.2575671045117076
sq0.2545871559633027
pl0.23976608187134502
it0.236192714453584
pt0.21921921921921925
hu0.21780986762936222
is0.2004920049200492
lt0.181360201511335
es0.1808443604284814
et0.16826615483045426
az0.1574854180168503
hr0.1514360313315927
ms0.1424802110817942
vi0.12221471978392978
lv0.12043301759133965
tr0.10897875257025359
fi0.09596662030598052
ja0.07142857142857142
hi0.05591866376180102
eu0.051094890510948905
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ist das ein Polizist-Abzeichen an Ihrem Gürtel? Gott sei Dank! Sie sind Polizist! Sie müssen sofort dorthin gehen, bevor noch etwas Schlimmeres passiert!"
detectedLang"de"
heavyLang"de"
scores
de0.8132183908045977
no0.43965517241379315
da0.39553626782393053
nl0.3416610398379473
en0.3394308943089431
pt0.33898305084745767
sv0.3162692847124825
tr0.3065433854907539
it0.27670623145400597
ca0.263595166163142
fr0.25742574257425743
et0.24652241112828435
az0.24535603715170282
eu0.24301242236024848
is0.20796100731112918
ro0.20537897310513448
sq0.20212765957446807
es0.1981907894736842
ms0.18885191347753744
pl0.17021276595744683
fi0.14995640802092416
hu0.13869257950530034
lv0.13640389725420726
hr0.1356382978723404
tl0.12556053811659193
vi0.10055350553505535
hi0.09805735430157261
yo0.08793264733395698
cs0.08536585365853659
sl0.08536585365853659
lt0.08192090395480227
sk0.08105560791705939
reliabletrue
passestrue
8
name"Hunter"
dialogue"I still have no clue what you're saying, lady, and my phone is ringing. Hold that thought. Detective Hunter here... What? Found his apron by the creek? Alright, keep everyone back, I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8119417019275975
tl0.6235884567126726
da0.46642952423299244
no0.40535183349851334
nl0.38335046248715315
ca0.37139863803038237
fr0.33701657458563533
sv0.3265993265993266
it0.32318104906937395
yo0.318955732122588
sq0.3099482461184589
es0.30434782608695654
ro0.3011065812463599
pl0.2920353982300885
pt0.2840095465393795
cs0.2810065907729179
hr0.2779783393501805
sk0.27710843373493976
de0.24433249370277077
tr0.2089650626235992
et0.20424403183023873
is0.2
ms0.19839679358717435
lv0.17864476386036962
hu0.15552427867698804
vi0.14040114613180515
fi0.1111111111111111
lt0.09774436090225565
sl0.09502262443438914
hi0.06542056074766354
be0.05511811023622047
az0.0498812351543943
uk0.0498812351543943
reliabletrue
passestrue
9
name"Melanie"
dialogue"Was ist los? Gehen Sie schon? Aber Sie wissen doch gar nicht, wo genau ich das Foto gemacht habe! Warten Sie!"
detectedLang"de"
heavyLang"de"
scores
de0.841192279501588
nl0.6344206974128234
pl0.37679769894535
no0.3564356435643564
es0.31362196409714893
sk0.30257510729613735
da0.2903930131004367
en0.282560706401766
yo0.282560706401766
cs0.27616926503340755
pt0.2571428571428571
ca0.2502883506343714
eu0.23439340400471145
sv0.22526817640047678
fi0.20924574209245742
tr0.20147420147420148
ms0.1935483870967742
hi0.1402116402116402
tl0.11323328785811733
sl0.10591471801925723
it0.08835904628330996
lv0.08835904628330996
ro0.08835904628330996
et0.08321579689703808
hr0.08321579689703808
reliabletrue
passestrue
10
name"Hunter"
dialogue"Duty calls, ma'am. Stay right here in the cafe, okay? Drink your coffee. I'm going to send a deputy down here with a translation app on his phone. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.7827405012126112
tl0.583817266744096
de0.5039224734656207
fr0.461961961961962
yo0.4409776391055642
nl0.3898978433598184
da0.3878132118451025
pl0.3527995183624323
sq0.3347772277227723
sv0.32389937106918243
no0.3122200895713372
ro0.2973856209150327
ms0.28618857901726424
sl0.28285523682454966
it0.274139095205942
sk0.2711864406779661
ca0.27019687712152074
cs0.26970108695652173
hr0.2606602475928473
lv0.24561403508771934
pt0.22438672438672438
es0.21988388969521042
az0.21761280931586607
fi0.21532846715328466
vi0.2130307467057101
et0.20429311621021465
lt0.1905120481927711
tr0.16342412451361868
hu0.12672623883021933
eu0.11303630363036303
hi0.0724762726488352
zh0.06684027777777778
is0.06521739130434782
reliabletrue
passestrue