Run: 2026-10-13-01M4V1PZZZFMV0XN4SZCYAAG2J

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
8.0s
Cost:
$0.005414
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 taking landscape photos out by the apple orchards yesterday afternoon. Another town resident went missing out there around dusk. Did you happen to see anything unusual?" Melanie: "Was? Polizei? Oh Gott... gestern im Obstgarten! Ja, ich war dort. Ich habe etwas Schreckliches durch mein Objektiv gesehen! Ein Mann... er wurde einfach weggezerrt!" Hunter: "Whoa, slow down there. I don't understand a word you're saying. Do you speak English?" Melanie: "Englisch? Nein, nein, es tut mir leid! Nur Deutsch! Aber Sie müssen mir zuhören, es ist wichtig! Hier, auf meiner Kamera, ich habe ein Foto gemacht!" Hunter: "Look, miss, I have no idea what you're trying to tell me. Why are you shaking like that? Wait—are you pointing at your camera? Did you actually catch something on that thing?" Melanie: "Ja, die Kamera! Sehen Sie sich das Display an! Da, zwischen den Apfelbäumen. Sehen Sie den Schatten? Ich hatte solche Angst, ich bin einfach weggerannt!" Hunter: "Hang on, let me take a closer look at that screen. That blurry shape by the tractor... is that old man Miller's jacket? You actually photographed the abduction?" Melanie: "Ja! Genau dort! Er hat seinen Hut verloren, als er weggelaufen ist. Sie müssen ihm helfen, bitte!" Hunter: "Damn it, I really need a translator right now. Okay, just stay right here in the cafe. Do not delete that photo, understand? Wait—sorry, that's my phone ringing. I have to take this. Dispatch? Yeah, it's Hunter. What have you got?" Melanie: "Hallo? Wo gehen Sie hin? Sie können jetzt nicht einfach gehen, sehen Sie sich den Rest der Bilder an!" Hunter: "Look, miss, I don't know what you're saying, but they just found a abandoned car by the town border and I have to go. Keep that camera safe. I'll be back for you, okay? Don't leave Alborn."
created_at"2026-10-13T16:32:14.347Z" 10/13/2026, 4:32:14 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1482
moderation_latency(null)
generation_time7985
tokens_prompt306
tokens_completion481
native_tokens_prompt317
native_tokens_completion478
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)
usage0.005414
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909134-cOdT2HL1JNb8Sc4P79o2"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909134-NcpHTN0yEsYm8ZSuk4ek"
upstream_id"Dl3Oaq3jGf6b9MoP9ZyT2Ag"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"Dl3Oaq3jGf6b9MoP9ZyT2Ag"
is_byokfalse
latency1481
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.005414
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 taking landscape photos out by the apple orchards yesterday afternoon. Another town resident went missing out there around dusk. Did you happen to see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7769321611337094
tl0.6132848043676069
fr0.4720496894409938
no0.4665829934107311
da0.4582536647546208
nl0.4455316373124592
de0.42528735632183906
es0.40371799368642586
sq0.39220593493028244
pt0.3820428934932752
sv0.37361827560795874
ca0.3719985223494643
it0.36661698956780925
sk0.3486590038314176
cs0.3431221020092735
ro0.3413405656722201
ms0.3208150219736316
et0.3164455166867712
pl0.2946058091286307
sl0.269445638160722
hr0.2647058823529412
lv0.2144177449168207
lt0.21369102682701202
az0.19431279620853079
is0.1904761904761905
yo0.18815663801337154
tr0.17874396135265702
hu0.17395529640427598
fi0.15716410510659395
eu0.09478168264110756
hi0.043331457512661785
be0.03954802259887005
uk0.03573454339194555
vi0.03573454339194555
reliabletrue
passestrue
1
name"Melanie"
dialogue"Was? Polizei? Oh Gott... gestern im Obstgarten! Ja, ich war dort. Ich habe etwas Schreckliches durch mein Objektiv gesehen! Ein Mann... er wurde einfach weggezerrt!"
detectedLang"de"
heavyLang"de"
scores
de0.8042286609240408
nl0.497991967871486
no0.44842801985659125
en0.42196531791907516
da0.40476190476190477
is0.38875305623471884
sv0.3674889310562935
sk0.35233160621761656
ca0.3265993265993266
et0.3197278911564626
es0.30986887508626637
fi0.2902767920511001
sl0.2857142857142857
pl0.275887038377987
sq0.2753623188405797
fr0.24981245311327827
hr0.24585218702865763
eu0.22660479505027067
lv0.21321793863099922
ro0.2069785884218874
tr0.1935483870967742
pt0.19289749798224373
cs0.19224555735056545
az0.18566775244299674
tl0.18566775244299674
it0.14675767918088736
yo0.13941480206540446
lt0.1289198606271777
ms0.12510936132983377
hu0.06976744186046512
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. I don't understand a word you're saying. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
no0.5081266039349872
da0.5038826574633305
cs0.48057813911472447
de0.4700460829493087
tl0.46261682242990654
sv0.4570349386213409
pl0.4401168451801363
hr0.4351669941060904
sk0.42384769539078154
sq0.41086065573770486
ro0.3947368421052632
pt0.33983926521239954
yo0.33061699650756693
ca0.32273262661955243
nl0.30133657351154314
tr0.3004866180048662
vi0.29792429792429787
it0.29447852760736193
hu0.27944862155388467
is0.26937738246505716
sl0.267515923566879
lt0.20138888888888887
ms0.19014084507042253
az0.18785310734463279
lv0.18785310734463279
es0.18670438472418668
et0.1797432239657632
fr0.16907514450867053
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
3
name"Melanie"
dialogue"Englisch? Nein, nein, es tut mir leid! Nur Deutsch! Aber Sie müssen mir zuhören, es ist wichtig! Hier, auf meiner Kamera, ich habe ein Foto gemacht!"
detectedLang"de"
heavyLang"de"
scores
de0.8244307299425411
nl0.5630296610169492
no0.4455645161290322
sv0.42388268156424586
ca0.3309002433090025
tr0.3298131600324939
da0.32377049180327866
ms0.321546052631579
hr0.27184466019417475
es0.26991150442477874
pl0.2600896860986547
sk0.24519670631290025
ro0.2005813953488372
lv0.18154761904761904
fr0.1691842900302115
is0.16750756811301715
en0.16158536585365854
sl0.15036045314109164
tl0.14772727272727273
cs0.14151925078043703
it0.140625
az0.12882787750791974
hi0.11385606874328678
hu0.11003236245954692
lt0.09934497816593887
et0.0667420814479638
pt0.0667420814479638
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, miss, I have no idea what you're trying to tell me. Why are you shaking like that? Wait—are you pointing at your camera? Did you actually catch something on that thing?"
detectedLang"en"
heavyLang"en"
scores
en0.8248072880168186
tl0.6448863636363635
no0.4711792702273929
ca0.3983152827918171
it0.3943064809206541
da0.39061547836684946
fr0.38763012859767293
ro0.38763012859767293
es0.3765586034912718
nl0.3498049414824447
pt0.3442622950819672
pl0.33862433862433866
hr0.3381866313699537
ms0.32432432432432434
sv0.3160054719562244
cs0.2800575953923686
sk0.27007299270072993
lv0.2401215805471125
et0.2378048780487805
de0.23488905891354248
yo0.23017705927636642
sq0.21996879875195008
lt0.20191540303272149
fi0.1836734693877551
is0.1728701406120761
sl0.1728701406120761
tr0.13644214162348878
hi0.07749077490774908
be0.06542056074766354
hu0.06279287722586692
az0.059266227657572904
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja, die Kamera! Sehen Sie sich das Display an! Da, zwischen den Apfelbäumen. Sehen Sie den Schatten? Ich hatte solche Angst, ich bin einfach weggerannt!"
detectedLang"de"
heavyLang"de"
scores
de0.8126012965964343
nl0.52344152498712
sv0.5061398825413774
da0.4720319634703196
no0.42259675405742825
it0.3771043771043771
ms0.3629476584022039
tr0.3458274398868458
eu0.3354885057471264
en0.29817905918057663
pt0.2976461655277145
pl0.2857142857142857
fi0.2727987421383648
sk0.2722265932336742
es0.26645519429024583
ro0.26412092283214
yo0.26412092283214
ca0.24551386623164762
sl0.227234753550543
fr0.22072451558550968
cs0.20600858369098712
tl0.18717047451669597
hr0.17410714285714285
vi0.1567912488605287
et0.14272474513438368
sq0.13470533208606175
is0.11483253588516748
lv0.11057692307692307
az0.10281280310378274
reliabletrue
passestrue
6
name"Hunter"
dialogue"Hang on, let me take a closer look at that screen. That blurry shape by the tractor... is that old man Miller's jacket? You actually photographed the abduction?"
detectedLang"en"
heavyLang"en"
scores
en0.7940267765190525
tl0.6494917630564319
fr0.5614035087719298
da0.4884910485933504
nl0.473407056345445
no0.4246260069044879
yo0.3983152827918171
ca0.3924665856622114
es0.37421777221526903
fi0.3459777632439503
cs0.34554973821989526
sv0.33244325767690247
et0.2907801418439716
ro0.28724162508909473
hu0.28520371694067187
pt0.2810927390366643
de0.27641099855282203
sq0.2727272727272727
sl0.2652461425422484
it0.2553983618763961
sk0.2542878448918718
ms0.24981245311327827
pl0.23488905891354248
is0.20318725099601595
az0.19743178170144465
hr0.16666666666666666
lv0.15110356536502548
lt0.14965986394557826
hi0.13867355727820846
tr0.1371872303710095
zh0.1341991341991342
ja0.09090909090909091
eu0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ja! Genau dort! Er hat seinen Hut verloren, als er weggelaufen ist. Sie müssen ihm helfen, bitte!"
detectedLang"de"
heavyLang"de"
scores
de0.8186889818688982
nl0.637074260189838
no0.5090634441087614
da0.43429068755439515
fi0.3701550387596899
et0.344758064516129
ca0.3186582809224318
tr0.2903930131004367
is0.28414096916299564
sv0.27293064876957496
eu0.2459396751740139
pl0.22802850356294538
sq0.19454770755885997
sl0.18648310387984982
az0.15803108808290156
lv0.15032679738562094
hi0.1402116402116402
ms0.12634408602150538
hu0.11924119241192413
fr0.11444141689373298
sk0.11444141689373298
it0.10344827586206896
yo0.10344827586206896
hr0.09596662030598052
tl0.09596662030598052
reliabletrue
passestrue
8
name"Hunter"
dialogue"Damn it, I really need a translator right now. Okay, just stay right here in the cafe. Do not delete that photo, understand? Wait—sorry, that's my phone ringing. I have to take this. Dispatch? Yeah, it's Hunter. What have you got?"
detectedLang"en"
heavyLang"en"
scores
en0.803034724248614
tl0.6219546345561467
da0.5101596516690856
no0.503858875413451
sv0.4558645707376058
sq0.4487545937117191
cs0.432296047098402
it0.4257762654189707
nl0.4250425894378194
de0.42184154175588867
ro0.4201030927835051
pl0.41735002157962886
fr0.39570277529095793
sl0.3946188340807175
pt0.3902439024390244
sk0.3835616438356164
yo0.3620037807183365
ca0.34593023255813954
hr0.3330039525691699
et0.3260109835247129
ms0.31262729124236255
lv0.25864909390444807
vi0.256198347107438
es0.2520775623268698
tr0.23814898419864558
lt0.21920185078079812
az0.20071047957371224
hu0.18527459263729631
is0.1357234314980794
eu0.09213180901143242
hi0.053959355290819896
be0.04929577464788732
fi0.0445859872611465
uk0.0445859872611465
reliabletrue
passestrue
9
name"Melanie"
dialogue"Hallo? Wo gehen Sie hin? Sie können jetzt nicht einfach gehen, sehen Sie sich den Rest der Bilder an!"
detectedLang"de"
heavyLang"de"
scores
de0.8377081569291561
nl0.5721726190476191
no0.5302287581699346
sv0.46461824953445063
da0.46161048689138573
eu0.43682664054848186
en0.39790575916230364
is0.3960084033613445
fi0.33983926521239954
az0.32669789227166274
yo0.31384248210023863
tr0.2936117936117936
cs0.25227568270481143
hu0.24639580602883354
es0.20138888888888887
pl0.16302765647743814
vi0.1593567251461988
ro0.14434523809523808
it0.14050822122571002
fr0.12213740458015267
ms0.12213740458015267
ru0.11402157164869028
et0.1043613707165109
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, miss, I don't know what you're saying, but they just found a abandoned car by the town border and I have to go. Keep that camera safe. I'll be back for you, okay? Don't leave Alborn."
detectedLang"en"
heavyLang"en"
scores
en0.8117469879518071
tl0.6073298429319371
da0.4546776539020843
yo0.3954862976894143
no0.39320388349514557
sv0.3644067796610169
fr0.36115843270868825
ca0.36079545454545453
pl0.34478741991846246
cs0.3390129259694477
it0.3271531100478469
es0.3194192377495462
sk0.29467084639498436
pt0.2861675126903553
ro0.25595238095238093
hr0.2459785522788204
lt0.24293405114401073
hu0.23208191126279862
nl0.23155737704918034
sq0.20156139105748758
lv0.1847826086956522
tr0.18002915451895046
et0.16851441241685144
ms0.1591928251121076
de0.15793413173652696
sl0.15793413173652696
is0.10926365795724466
az0.10572337042925278
vi0.10572337042925278
be0.058577405857740586
eu0.058577405857740586
fi0.05303030303030303
uk0.05303030303030303
reliabletrue
passestrue