Run: 2026-10-13-01M4V1X9EK5NE9CVAT8JJTZTV6

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
8.3s
Cost:
$0.005974
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 with the Alborn Police Department. I noticed you have a serious camera there, and someone mentioned you were out taking photos near the old apple orchard last night. Did you happen to see anything unusual? A green sedan, maybe?" Melanie: "Was? Es tut mir leid, ich verstehe Sie nicht... Aber... der Apfelgarten? Oh Gott, waren Sie gestern Abend dort? Ich habe etwas Schreckliches durch mein Objektiv gesehen! Einen Schatten, und dann hat jemand geschrien!" Hunter: "Whoa, slow down there. Take a breath. Look, I have no idea what you're saying. Is that German? Do you speak any English at all?" Melanie: "Englisch? Nein, kein Englisch! Es tut mir so leid, ich bin erst seit zwei Tagen hier für mein Studium. Aber bitte, Sie müssen mir zuhören! Schauen Sie, hier auf meiner Kamera! Meine Hände zittern immer noch." Hunter: "Okay, okay, I don't understand a single word of that, ma'am. Let's keep it simple. You're pointing at the camera. Did you take a picture of something last night? Here, let me see the screen." Melanie: "Ja, die Kamera! Sehen Sie? Da, hinter den Bäumen im Nebel. Das ist ein Mann, nicht wahr? Er hat jemanden weggezerrt! Ich hatte solche Angst, ich bin einfach weggelaufen!" Hunter: "Wait a second. Zoom in on that. Right there, by the treeline. That's Miller's jacket. I'll be damned, you actually caught them on film. Hey, calm down, you're shaking like a leaf. You did good. Really good. Now, how the hell do I ask you for this memory card..." Melanie: "Verstehen Sie mich? Sie sehen es auch, oder? Diese Person ist in Gefahr! Wir müssen etwas tun, bitte!" Hunter: "Hold that thought, ma'am. My phone's ringing. ... Hunter here. Wait, where? By the north ridge? Copy that, secure the perimeter, I'm on my way. ... Look, miss, I have to go right now. Stay right here, drink your coffee, and do not delete those photos. Somebody at the station has to know German. I'll be back." Melanie: "Warten Sie! Gehen Sie nicht! Was soll ich denn jetzt machen? Hallo?!"
created_at"2026-10-13T16:35:40.639Z" 10/13/2026, 4:35:40 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1521
moderation_latency(null)
generation_time8255
tokens_prompt306
tokens_completion516
native_tokens_prompt317
native_tokens_completion534
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)
usage0.005974
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909340-gdgBSJfsniHExglDXkLU"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909340-WoQQf7oDHXHASGwm7m6W"
upstream_id"3F3OariLLMzQ-8YPooGXqA4"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"3F3OariLLMzQ-8YPooGXqA4"
is_byokfalse
latency1521
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.005974
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 with the Alborn Police Department. I noticed you have a serious camera there, and someone mentioned you were out taking photos near the old apple orchard last night. Did you happen to see anything unusual? A green sedan, maybe?"
detectedLang"en"
heavyLang"en"
scores
en0.7854477611940298
tl0.6251629726205997
fr0.5078459343794579
no0.4689039408866995
es0.4637861361516941
nl0.4529019980970504
de0.43645867363606666
sv0.43125618199802174
it0.42538307794803465
ro0.4211409395973154
da0.4186046511627907
ca0.40290758047767394
sq0.39324657052409423
pt0.3919633415579838
ms0.37431991294885747
hr0.3634686346863469
cs0.34210526315789475
sl0.32006306661411116
et0.31898934070272406
sk0.30527587595650424
pl0.2857142857142857
yo0.2845292409788469
hu0.2647058823529412
lt0.23975319524019392
lv0.23638778220451526
fi0.20798898071625344
tr0.19692737430167598
az0.18785310734463279
is0.10806618407445709
eu0.08681842244573848
vi0.07158234660925726
hi0.04273029966703663
be0.03899721448467967
uk0.03523489932885906
reliabletrue
passestrue
1
name"Melanie"
dialogue"Was? Es tut mir leid, ich verstehe Sie nicht... Aber... der Apfelgarten? Oh Gott, waren Sie gestern Abend dort? Ich habe etwas Schreckliches durch mein Objektiv gesehen! Einen Schatten, und dann hat jemand geschrien!"
detectedLang"de"
heavyLang"de"
scores
de0.8230600952258396
nl0.5874587458745875
no0.41934121621621623
sv0.4078380706287683
da0.4073275862068965
en0.3535496003761166
eu0.33122568093385213
fr0.28235908141962424
ca0.2763157894736842
fi0.2744063324538259
es0.269394261424017
tr0.2257882882882883
it0.18542654028436018
pl0.18252080856123662
sq0.17018708509354255
hu0.16004886988393402
is0.15384615384615385
cs0.15228113440197288
hr0.14649286157666047
pt0.14436838830118232
lt0.14276807980049877
az0.13358538122243227
ro0.12974683544303797
sk0.12420382165605094
lv0.11971830985915494
yo0.11290322580645161
tl0.10013089005235602
ms0.09776902887139106
sl0.0900066181336863
et0.08637873754152825
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. Take a breath. Look, I have no idea what you're saying. Is that German? Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8217071540004457
tl0.6190476190476191
ca0.46773120425815035
no0.4405594405594406
da0.4306049822064057
hr0.40476190476190477
sq0.4043186895011169
it0.3730407523510972
de0.3670886075949367
ro0.36608557844690964
pl0.35948759007205766
cs0.358974358974359
pt0.35170178282009723
es0.3474714518760196
sk0.3469387755102041
sv0.34156378600823045
tr0.3360995850622407
yo0.33554817275747506
hu0.32030586236193714
nl0.27732610659439927
sl0.2647058823529412
ms0.26062846580406657
lv0.24812030075187969
vi0.23371647509578544
is0.22330097087378642
et0.21104536489151873
az0.2023928215353938
lt0.15343915343915343
fr0.12758996728462377
be0.08045977011494253
eu0.08045977011494253
fi0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Nein, kein Englisch! Es tut mir so leid, ich bin erst seit zwei Tagen hier für mein Studium. Aber bitte, Sie müssen mir zuhören! Schauen Sie, hier auf meiner Kamera! Meine Hände zittern immer noch."
detectedLang"de"
heavyLang"de"
scores
de0.8200031303803412
nl0.5642288745737022
sv0.5368505839710028
no0.45652173913043476
da0.4111623143881208
en0.3756786102062975
tr0.2580645161290322
fr0.2551813471502591
ms0.2517891997397528
tl0.24192485168094924
sk0.2374005305039788
es0.222972972972973
hr0.22086720867208673
ca0.21981004070556312
pl0.203601108033241
it0.20249653259361997
sl0.19524142757172847
cs0.16545718432510886
ro0.15689149560117305
et0.15129151291512916
lv0.1417910447761194
lt0.12280701754385964
yo0.0987460815047022
az0.09591194968553458
fi0.09090909090909091
hu0.08146964856230032
vi0.07926341072858287
sq0.06504065040650406
is0.06351791530944625
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, okay, I don't understand a single word of that, ma'am. Let's keep it simple. You're pointing at the camera. Did you take a picture of something last night? Here, let me see the screen."
detectedLang"en"
heavyLang"en"
scores
en0.7983870967741935
tl0.6746954595791805
no0.5150639702847709
da0.4735663082437276
nl0.4661517492049068
ro0.438872970391595
fr0.43509615384615385
it0.39774474628395695
sq0.3908761016070503
sv0.3802742616033755
de0.37896405919661735
yo0.35510428100987923
es0.35011061946902655
ms0.3454038997214485
ca0.33840090090090086
cs0.3030842230130486
sl0.3010113027959547
hr0.28527980535279807
et0.28484479610468655
pt0.27469135802469136
pl0.25444162436548223
is0.24242424242424243
sk0.23452768729641696
lt0.16429587482219063
hu0.15951359084406294
fi0.15891195418754475
lv0.15710186513629842
tr0.11119515885022693
az0.10168195718654435
vi0.10168195718654435
be0.05622489959839357
eu0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja, die Kamera! Sehen Sie? Da, hinter den Bäumen im Nebel. Das ist ein Mann, nicht wahr? Er hat jemanden weggezerrt! Ich hatte solche Angst, ich bin einfach weggelaufen!"
detectedLang"de"
heavyLang"de"
scores
de0.8083289771737237
no0.5236032914681681
nl0.5202791103358047
da0.48405253283302063
sv0.39692982456140347
tr0.38820912124582874
ms0.3365500603136309
pl0.298469387755102
sk0.2930591259640103
is0.2916934964584675
it0.2871030460142579
eu0.24812030075187969
cs0.2455418381344307
pt0.24398625429553264
fi0.24294562973158984
ca0.2366412213740458
sl0.23130677847658979
yo0.2286115007012623
es0.22535211267605632
hr0.2125984251968504
tl0.20289855072463767
fr0.17664670658682635
et0.17541229385307347
sq0.1628614916286149
ro0.15254237288135594
hu0.14860681114551083
en0.11504424778761062
lv0.09465020576131687
az0.087893864013267
hi0.087893864013267
lt0.08180300500834724
vi0.05417024935511608
reliabletrue
passestrue
6
name"Hunter"
dialogue"Wait a second. Zoom in on that. Right there, by the treeline. That's Miller's jacket. I'll be damned, you actually caught them on film. Hey, calm down, you're shaking like a leaf. You did good. Really good. Now, how the hell do I ask you for this memory card..."
detectedLang"en"
heavyLang"en"
scores
en0.8036213553454933
tl0.6050870147255689
no0.42539929879236466
da0.3899917287014061
fr0.38618393674573454
nl0.3636755823986195
it0.3634009495036685
cs0.3614718614718615
de0.35785807575097955
ro0.3558951965065502
pl0.34763379035824854
sq0.34647762516614977
yo0.3334839584274741
sk0.3322770484382073
pt0.31522748375116066
hr0.30620884289746
ca0.3055555555555556
et0.3055555555555556
sv0.30260047281323876
sl0.27124505928853754
ms0.24859908303616912
es0.24397744746283953
tr0.22895974908520647
hu0.22531512605042017
az0.20010845986984818
fi0.19574700109051252
lt0.17827298050139276
is0.16760722347629795
vi0.14194299011052935
lv0.11729503291442249
ja0.09730722154222766
hi0.05388069275176395
be0.045307443365695796
eu0.045307443365695796
uk0.04096228868660599
reliabletrue
passestrue
7
name"Melanie"
dialogue"Verstehen Sie mich? Sie sehen es auch, oder? Diese Person ist in Gefahr! Wir müssen etwas tun, bitte!"
detectedLang"de"
heavyLang"de"
scores
de0.8380829015544041
nl0.49104234527687296
it0.42343173431734316
sv0.40926275992438566
no0.39320388349514557
en0.378727634194831
es0.375
da0.3434873949579832
az0.34141201264488935
ca0.32138979370249726
ro0.3131868131868132
pl0.28977272727272724
tr0.28977272727272724
ms0.2865296803652968
lt0.2774566473988439
hu0.27494199535962877
tl0.26985981308411217
sq0.2487980769230769
is0.2433414043583535
pt0.2433414043583535
yo0.2433414043583535
lv0.2378048780487805
et0.21580928481806777
sl0.19768934531450577
fr0.19041450777202074
eu0.15540540540540537
hi0.14500683994528044
fi0.12342215988779803
cs0.08625730994152046
hr0.08625730994152046
sk0.08625730994152046
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold that thought, ma'am. My phone's ringing. ... Hunter here. Wait, where? By the north ridge? Copy that, secure the perimeter, I'm on my way. ... Look, miss, I have to go right now. Stay right here, drink your coffee, and do not delete those photos. Somebody at the station has to know German. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.798339957914426
tl0.5799853907962016
da0.46161048689138573
no0.4431891542930923
sq0.36882546652030734
yo0.3669724770642202
fr0.34285714285714286
pl0.33500385505011565
nl0.3308766485647789
sv0.32879377431906615
sk0.32669789227166274
cs0.31737237831420656
de0.2982099267697315
ro0.288659793814433
ca0.2851222544550352
pt0.27884615384615385
ms0.2758186397984887
es0.25774526678141135
hr0.2532467532467532
it0.25130208333333337
et0.24573677306515088
tr0.2353723404255319
sl0.2243705035971223
lt0.22227231740306583
lv0.1797432239657632
vi0.15108267716535434
fi0.14898865318204244
hu0.134470647265429
az0.10203019260801666
hi0.08536585365853659
zh0.04273029966703663
be0.03899721448467967
is0.03523489932885906
uk0.03523489932885906
reliabletrue
passestrue
9
name"Melanie"
dialogue"Warten Sie! Gehen Sie nicht! Was soll ich denn jetzt machen? Hallo?!"
detectedLang"de"
heavyLang"de"
scores
de0.8415361670395227
nl0.568089430894309
pl0.4370860927152318
en0.41460055096418735
fi0.39198855507868385
sv0.3813682678311499
da0.3580060422960725
es0.3359375
eu0.3189102564102564
no0.27597955706984667
tr0.24377224199288253
sk0.22586520947176683
cs0.1904761904761905
it0.18111753371868977
yo0.169921875
fr0.1650294695481336
az0.15841584158415842
hu0.15841584158415842
is0.15841584158415842
ms0.1550695825049702
pt0.15
tl0.15
ca0.1414141414141414
et0.1361788617886179
reliabletrue
passestrue