Run: 2026-10-13-01M4V1PFRWPZVA24SZM3GCDAQE

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
7.8s
Cost:
$0.005744
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? I’m Detective Hunter with the Alborn PD. Mind if I take a seat? The barista mentioned you were out taking photos near the old apple orchard last night—right around the time old man Miller went missing. Did you happen to catch anything unusual on that camera of yours?" Melanie: "Was? Es tut mir leid, ich verstehe Sie nicht... Meinen Sie den Apfelgarten? Oh Gott, da war etwas im Nebel. Ich habe Schritte gehört, und dann war da dieser Schatten... Es war schrecklich!" Hunter: "Whoa, slow down there. Take a breath. I don't... what language is that? German? Look, miss, I don’t speak a word of it. Do you speak any English at all?" Melanie: "Englisch? Nein, nein, tut mir leid! Ich bin erst seit zwei Tagen hier für mein Studium. Aber bitte, Sie müssen mir zuhören! Sehen Sie sich dieses Foto an. Da! Zwischen den Bäumen!" Hunter: "Okay, you're pointing at the screen... Let me see that. Hm. That’s just a blurry smudge in the orchard, ma'am. Look, I don't have time for a game of charades. People are vanishing in this town. Wait—why are your hands shaking like that? Did someone threaten you?" Melanie: "Ich habe solche Angst. Er hat mich gesehen, da bin ich mir sicher! Der Mann mit dem dunklen Mantel. Er hat direkt in mein Objektiv geschaut, bevor ich weggelaufen bin. Verstehen Sie mich denn wirklich nicht?" Hunter: "A coat? You're tugging on your jacket... Someone in a coat? Dammit, I wish I knew what you were saying. Look, stay right here and drink your coffee, okay? Don't go wandering off. I need to find someone in this town who can translate—" Melanie: "Bitte gehen Sie nicht! Was ist, wenn er zurückkommt? Ich weiß nicht, an wen ich mich hier wenden soll!" Hunter: "Hold that thought, miss. My phone's ringing. ... Hunter here. Wait, slow down, deputy. Where? By the cider mill? Keep everyone back, I’m on my way. ... Look, miss, I have to go. Keep that camera safe, and lock your doors tonight. I'll be back."
created_at"2026-10-13T16:31:57.925Z" 10/13/2026, 4:31:57 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1425
moderation_latency(null)
generation_time7566
tokens_prompt306
tokens_completion502
native_tokens_prompt317
native_tokens_completion511
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)
usage0.005744
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909117-q9OssNNYlqLloMsiOQtF"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909117-WjIY1HvXZDW3awGS8CmW"
upstream_id"_lzOaoa1AsXdjMcPz8yJ4A0"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"_lzOaoa1AsXdjMcPz8yJ4A0"
is_byokfalse
latency1423
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.005744
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? I’m Detective Hunter with the Alborn PD. Mind if I take a seat? The barista mentioned you were out taking photos near the old apple orchard last night—right around the time old man Miller went missing. Did you happen to catch anything unusual on that camera of yours?"
detectedLang"en"
heavyLang"en"
scores
en0.7896171624985184
tl0.6651575174495378
fr0.5259081196581197
no0.4771723122238586
nl0.45933597319524827
de0.453004622496148
sv0.4492708656531182
da0.44583203246955977
it0.4327261105784596
ca0.41822353326778106
es0.3879310344827586
ro0.3660714285714286
pt0.3585110227683412
et0.34670592565329406
ms0.33295753476136786
hr0.31625577812018485
sq0.31440710699111624
yo0.2862887012464817
fi0.2834073475979007
cs0.269847799259564
hu0.2656185353744311
sl0.26531456953642385
pl0.25856307435254805
is0.2529461279461279
sk0.2342536669542709
lv0.21875
lt0.21355782011519717
tr0.2058165548098434
az0.13918525703200776
hi0.08316115702479339
eu0.07696307852314092
vi0.06970649895178196
be0.037940379403794036
uk0.03427638737758433
reliabletrue
passestrue
1
name"Melanie"
dialogue"Was? Es tut mir leid, ich verstehe Sie nicht... Meinen Sie den Apfelgarten? Oh Gott, da war etwas im Nebel. Ich habe Schritte gehört, und dann war da dieser Schatten... Es war schrecklich!"
detectedLang"de"
heavyLang"de"
scores
de0.8206716661232475
nl0.5535714285714286
no0.45679012345679015
sv0.4028230184581976
da0.377123442808607
eu0.33454325468844526
it0.30730478589420657
pl0.298469387755102
fi0.27726675427069647
en0.2739273927392739
es0.2376992376992377
tr0.23130677847658979
hr0.22535211267605632
sk0.21596578759800428
cs0.20347574221578568
ca0.2005813953488372
lt0.19472913616398244
is0.18397626112759644
pt0.1466252909231963
hu0.13657770800627944
az0.13043478260869565
yo0.1283676703645008
fr0.11504424778761062
ro0.10277324632952692
sl0.10057236304170072
lv0.09836065573770492
et0.09315746084089035
tl0.05417024935511608
vi0.05417024935511608
sq0.05090595340811044
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. Take a breath. I don't... what language is that? German? Look, miss, I don’t speak a word of it. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8244587478057342
tl0.6439873417721518
no0.44410129709697344
yo0.42159383033419023
ro0.4189799870884442
de0.41329856584093866
sq0.41137998691955524
da0.37716262975778553
nl0.36619718309859156
ca0.3529834651329979
cs0.33234421364985167
hr0.3298585256887565
sv0.31558935361216733
is0.30928626247122026
it0.3055555555555556
hu0.29522317932654657
pl0.293563579277865
sk0.2706645056726094
pt0.2474916387959866
et0.24496644295302009
ms0.24496644295302009
sl0.24242424242424243
vi0.21328671328671328
lv0.19571045576407506
tr0.19427036705461057
lt0.18772563176895307
az0.18404351767905713
es0.18330308529945552
fr0.172033118675253
eu0.1412213740458015
be0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Nein, nein, tut mir leid! Ich bin erst seit zwei Tagen hier für mein Studium. Aber bitte, Sie müssen mir zuhören! Sehen Sie sich dieses Foto an. Da! Zwischen den Bäumen!"
detectedLang"de"
heavyLang"de"
scores
de0.8199279711884755
nl0.5028409090909091
sv0.4850416871015203
da0.46673438293550024
no0.4186046511627907
eu0.3078444297956493
tr0.29149797570850206
hr0.2886178861788618
pl0.2857142857142857
ms0.2827868852459016
es0.26675977653631283
en0.2636746143057504
ro0.26004228329809725
it0.23133235724743775
cs0.22451994091580502
pt0.21230307576894225
sl0.19786096256684493
sk0.19724770642201836
et0.1898148148148148
az0.1784037558685446
fr0.17776037588097104
lv0.17061611374407584
tl0.16334661354581675
vi0.14075286415711946
yo0.1386382280557834
ca0.12718204488778054
fi0.07732864674868191
sq0.07079646017699115
lt0.0625
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, you're pointing at the screen... Let me see that. Hm. That’s just a blurry smudge in the orchard, ma'am. Look, I don't have time for a game of charades. People are vanishing in this town. Wait—why are your hands shaking like that? Did someone threaten you?"
detectedLang"en"
heavyLang"en"
scores
en0.7997997997997998
tl0.6395584591124127
no0.50920245398773
nl0.4735110233629483
da0.453551912568306
sv0.42342342342342343
de0.357429718875502
fr0.3263157894736842
pt0.31565440547476475
ro0.31300987548303993
it0.30735930735930733
et0.27338782924613986
yo0.26806953339432754
es0.26335174953959484
is0.2582290217895225
ca0.25788497217068646
pl0.25719591457753016
ms0.25477410340009315
sq0.24953095684803
cs0.23773225345402574
sl0.21453117329405988
hr0.2007992007992008
eu0.16579770594369134
sk0.14621131270010673
lt0.1261605679956308
hu0.12232583653318706
fi0.12184412733260154
az0.11942762795817281
tr0.08414424728105323
lv0.07674552798615118
vi0.07674552798615118
be0.041916167664670656
uk0.03788334335538184
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich habe solche Angst. Er hat mich gesehen, da bin ich mir sicher! Der Mann mit dem dunklen Mantel. Er hat direkt in mein Objektiv geschaut, bevor ich weggelaufen bin. Verstehen Sie mich denn wirklich nicht?"
detectedLang"de"
heavyLang"de"
scores
de0.8186528497409327
nl0.5299309286262471
da0.476719350704827
no0.4499326448136507
it0.358974358974359
sv0.3559411146161935
tr0.291087962962963
sl0.281524926686217
az0.2734282325029656
en0.2677824267782427
pt0.2677824267782427
sq0.25441265976871574
hr0.25395858708891594
ca0.24892703862660948
tl0.24615384615384617
ms0.23533083645443198
pl0.23389618511569732
es0.2334167709637046
ro0.22123331214240305
eu0.21423989737010904
is0.20299284320104097
fr0.2003916449086162
hu0.16836388323150034
cs0.16779891304347827
lv0.15107415107415106
lt0.1451500348918353
sk0.13732394366197184
et0.13610719322990128
yo0.11743515850144091
fi0.06702208682406702
vi0.04891304347826087
reliabletrue
passestrue
6
name"Hunter"
dialogue"A coat? You're tugging on your jacket... Someone in a coat? Dammit, I wish I knew what you were saying. Look, stay right here and drink your coffee, okay? Don't go wandering off. I need to find someone in this town who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.8016490354698196
tl0.5875121319961177
no0.3911174785100286
nl0.38196800775569556
da0.37683284457478006
yo0.3722304283604136
sv0.36249999999999993
pl0.3583291394061399
de0.32539682539682535
hr0.31745182012847967
cs0.31266846361185985
ro0.2967457253171539
ca0.2916666666666667
it0.2916666666666667
et0.2726754135767256
sk0.2701774470520893
ms0.2578579743888242
sl0.2495585638610948
tr0.2328519855595668
fr0.229607250755287
sq0.22867513611615245
az0.21683046683046683
lv0.2016280525986224
lt0.19861722187303585
pt0.18944691671964398
es0.18373879641485277
hu0.14886515353805072
vi0.14772727272727273
fi0.1431451612903226
is0.09766454352441614
eu0.09702549575070821
hi0.06181015452538631
be0.05204460966542751
uk0.04708520179372198
reliabletrue
passestrue
7
name"Melanie"
dialogue"Bitte gehen Sie nicht! Was ist, wenn er zurückkommt? Ich weiß nicht, an wen ich mich hier wenden soll!"
detectedLang"de"
heavyLang"de"
scores
de0.8337765957446809
nl0.5754076086956522
da0.37122736418511065
no0.34623430962343094
tr0.31394072447859495
en0.3086283185840708
pl0.2664319248826291
eu0.259478672985782
yo0.22456575682382132
fr0.21185372005044137
is0.21085858585858586
sk0.16555407209612816
et0.15311653116531165
vi0.14850136239782016
hi0.14500683994528044
hu0.14266117969821673
sv0.14030261348005504
cs0.13793103448275862
ro0.13434903047091412
fi0.12342215988779803
es0.11347517730496455
ms0.11347517730496455
sq0.11347517730496455
it0.10714285714285714
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold that thought, miss. My phone's ringing. ... Hunter here. Wait, slow down, deputy. Where? By the cider mill? Keep everyone back, I’m on my way. ... Look, miss, I have to go. Keep that camera safe, and lock your doors tonight. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8001567398119123
tl0.5996860282574569
da0.43658859920459564
yo0.3753062224399804
no0.3684992570579495
pl0.34210526315789475
fr0.3163538873994638
nl0.30098684210526316
sv0.2932372505543237
cs0.2928452579034942
sq0.28969359331476324
sk0.28209459459459457
it0.2743312464428002
ro0.2680826636050517
ms0.2595818815331011
ca0.23789599521817095
de0.2360695026962253
hr0.21199011124845488
et0.19456727732154136
lt0.17953667953667954
lv0.17794970986460348
az0.14601473543201607
tr0.13441955193482688
vi0.13324269204622705
hu0.12611377655928718
sl0.12371134020618556
pt0.10776766969909027
fi0.10526315789473685
es0.07205240174672489
hi0.06181015452538631
be0.05204460966542751
is0.04708520179372198
uk0.04708520179372198
reliabletrue
passestrue