Run: 2026-02-25-01KJ95VQTD5YXAS453NXHMTM76

Run Details

Model:
Gemini 3 Flash (Preview, Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
9.2s
Cost:
$0.003822
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
The bell above the door of "The Golden Russet" café chimed as Hunter stepped inside. The air smelled of cinnamon and floor wax. He spotted the woman—the foreign student people had mentioned—huddled over a Nikon at a corner table. She looked pale, her fingers trembling as she toggled through the digital display. Hunter pulled out his badge, though he kept it low. He needed a witness, not a scene. Hunter: "Morning. I’m Detective Hunter with the local PD. I was wondering if you were out near the old orchard yesterday evening?" Melanie: "Oh! Entschuldigen Sie... ich... habe Sie nicht kommen sehen. Mein Herz klopft immer noch so schrecklich." Hunter: "Right. Deep breaths, ma’am. I’m looking for information regarding the disappearance of the Peterson boy. People saw you taking photos near the North Trail around sunset." Melanie: "Ich verstehe kein Wort... Gott, mein Englisch ist so schlecht. Aber Sie müssen mir helfen. Schauen Sie sich das an. Da war etwas im Wald. Etwas Schlimmes." Hunter: "I’m sorry, is that German? Listen, I don't speak the language. I just need to know if you saw anything unusual. A person? A vehicle?" Melanie: "Es war so dunkel zwischen den Bäumen. Ich dachte erst, es sei ein Tier, aber dann sah ich die Gestalt. Sie haben jemanden weggetragen. Ich habe versucht, ein Foto zu machen, aber ich hatte solche Angst." Hunter: "Look, I can see you’re shaken up, but I’m not following. You’re pointing at your camera. Did you take a picture of something?" Melanie: "Hier, sehen Sie? Diese Schatten? Ich konnte nicht schlafen. Diese ganze Stadt... hier geschehen furchtbare Dinge, nicht wahr? Warum schaut mich jeder so seltsam an?" Hunter: "I need you to slow down. Slow. Down. Do you have a translator app? Or a friend we can call? I’m investigating a crime, okay? Disappearances." Melanie: "Verschwinden? Meinen Sie die Vermissten? Ja! Genau das! Ich habe es gesehen! Bitte, schauen Sie genauer hin, bevor es zu spät ist!" Hunter: "I'm getting nothing but 'bitte.' Is there anyone in this town who speaks—" [Hunter’s phone buzzes aggressively in his pocket. He pulls it out, sighs, and checks the screen.] Hunter: "Dammit. I have to take this. Stay right here, okay? Bleiben Sie... uh... stay. Don't move." Melanie: "Gehen Sie jetzt weg? Aber Sie müssen das sehen! Warten Sie! Es ist gefährlich!" Hunter: "I'll be right back. Just don't go anywhere. We’re going to find someone who can explain what you’re frantic about." Melanie: "Kommen Sie zurück! Bitte lassen Sie mich hier nicht allein mit diesen Bildern!"
created_at"2026-02-25T01:15:51.507Z" 2/25/2026, 1:15:51 AM
model"google/gemini-3-flash-preview-20251217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1774
moderation_latency(null)
generation_time9164
tokens_prompt319
tokens_completion908
native_tokens_prompt288
native_tokens_completion1226
native_tokens_completion_images0
native_tokens_reasoning566
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
usage0.003822
router(null)
provider_responses
0
endpoint_id"6e82f652-2693-4b60-bbe0-7362d6e345f0"
is_byokfalse
latency1774
model_permaslug"google/gemini-3-flash-preview-20251217"
provider_name"Google AI Studio"
status200
api_type"completions"
id"gen-1771982151-sv6Pjt56FBUN3TqSfrfS"
upstream_id(null)
total_cost0.003822
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Morning. I’m Detective Hunter with the local PD. I was wondering if you were out near the old orchard yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.8078829945463559
tl0.6682363013698631
nl0.5976116303219107
no0.5262836185819071
da0.508871989860583
ro0.5038412291933418
sv0.4990303813833225
it0.45074415308291993
ca0.4186046511627907
pt0.404304381245196
fr0.40338722093918394
de0.4001547987616099
es0.3584437086092715
sq0.31957857769973663
ms0.2837338262476894
yo0.26609848484848486
cs0.2475728155339806
hr0.20998980632008157
is0.18248945147679324
tr0.1426991150442478
pl0.13984461709211987
sl0.13984461709211987
sk0.08500590318772137
be0.08284023668639054
hu0.07957244655581948
az0.07517899761336516
et0.07517899761336516
lt0.07517899761336516
lv0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh! Entschuldigen Sie... ich... habe Sie nicht kommen sehen. Mein Herz klopft immer noch so schrecklich."
detectedLang"de"
heavyLang"de"
scores
de0.8177740398093637
nl0.6257915947035118
no0.45240101095197977
sv0.41546762589928055
da0.364613880742913
en0.3018259935553169
sl0.2785793562708102
sk0.26136363636363635
pl0.2588369441277081
fi0.22985781990521328
yo0.16237113402061853
eu0.15032679738562094
et0.14586070959264125
cs0.13333333333333333
vi0.1321762349799733
tl0.11924119241192413
hu0.11323328785811733
es0.10468319559228649
ca0.10344827586206896
fr0.10344827586206896
it0.10344827586206896
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Deep breaths, ma’am. I’m looking for information regarding the disappearance of the Peterson boy. People saw you taking photos near the North Trail around sunset."
detectedLang"en"
heavyLang"en"
scores
en0.7974068071312804
tl0.6830092983939137
nl0.5306633291614518
no0.5294855708908407
fr0.5119305856832972
da0.5063624396665204
de0.4630071599045346
sv0.4009584664536741
pt0.38254665203073546
es0.3202416918429003
yo0.3177683444511825
sq0.29862842892768077
ms0.2816091954022989
sk0.2723156532988357
ca0.24949966644429622
it0.24242424242424243
sl0.23417290673927843
ro0.21548117154811713
lt0.21328671328671328
is0.21218487394957983
cs0.2049469964664311
et0.19006479481641467
pl0.18948126801152737
az0.17035398230088497
lv0.1591928251121076
hr0.15030211480362538
fi0.12587412587412586
tr0.12177985948477751
eu0.10643367752184274
hi0.06405990016638935
zh0.06405990016638935
hu0.05303030303030303
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe kein Wort... Gott, mein Englisch ist so schlecht. Aber Sie müssen mir helfen. Schauen Sie sich das an. Da war etwas im Wald. Etwas Schlimmes."
detectedLang"de"
heavyLang"de"
scores
de0.829803328290469
nl0.48156682027649766
en0.3963782696177062
no0.32381667918858
hr0.303405572755418
pl0.30124223602484473
tr0.2857142857142857
pt0.2828685258964143
da0.27652733118971057
sk0.2694805194805195
sv0.2555831265508685
ro0.24686192468619247
yo0.24686192468619247
az0.2417860151642797
sl0.23339011925042585
vi0.2314261315115286
fr0.22413793103448276
eu0.20212765957446807
it0.16666666666666666
is0.15887850467289721
ms0.14448669201520914
tl0.14367269267364416
es0.12280701754385964
hi0.10536779324055667
cs0.09999999999999999
lt0.07881269191402251
hu0.07407407407407407
ca0.06152241918665276
sq0.06152241918665276
reliabletrue
passestrue
4
name"Hunter"
dialogue"I’m sorry, is that German? Listen, I don't speak the language. I just need to know if you saw anything unusual. A person? A vehicle?"
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
tl0.612736660929432
sv0.4952327537857544
no0.48483113909559244
ro0.4712103407755582
da0.47058823529411764
ca0.44203347799132053
nl0.4263862332695985
sq0.4249201277955271
ms0.41596365996106427
yo0.4129158512720157
et0.40357852882703776
it0.38817131203263083
cs0.3869209809264305
de0.3839835728952772
hu0.36619718309859156
is0.3653032440056418
pt0.3653032440056418
hr0.3576017130620985
fr0.3571428571428572
pl0.35344827586206895
sk0.3343195266272189
es0.32330827067669177
lv0.3161094224924012
lt0.29906542056074764
tr0.2805755395683453
sl0.23076923076923078
eu0.22746781115879824
az0.225473321858864
fi0.21807124239791487
vi0.1287512100677638
be0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
5
name"Melanie"
dialogue"Es war so dunkel zwischen den Bäumen. Ich dachte erst, es sei ein Tier, aber dann sah ich die Gestalt. Sie haben jemanden weggetragen. Ich habe versucht, ein Foto zu machen, aber ich hatte solche Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8190637511549123
nl0.6183825917505684
no0.49222126188418325
da0.47000451059990983
sv0.4509345794392523
es0.3952650540401441
it0.3022565320665083
ca0.2985074626865672
en0.2773677736777368
fr0.2496807151979566
pt0.23750811161583385
sk0.20608108108108109
tr0.20500676589986466
yo0.20446851726472579
pl0.19795221843003413
hu0.1913282863041982
ms0.19021364576154376
ro0.18628808864265928
tl0.17019774011299435
is0.16666666666666666
sl0.16250890947968638
lv0.13475699558173784
lt0.12509307520476545
cs0.11521084337349398
et0.10578386605783867
sq0.10578386605783867
eu0.09545804464973057
vi0.07770800627943485
az0.04781199351701783
hr0.04781199351701783
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I can see you’re shaken up, but I’m not following. You’re pointing at your camera. Did you take a picture of something?"
detectedLang"en"
heavyLang"en"
scores
en0.8198770926043653
tl0.703729522481701
it0.4533762057877813
nl0.4344644045242848
no0.431438127090301
ro0.4170096021947874
fr0.36990363232023726
da0.35213414634146345
ca0.34765924788948577
sv0.34615384615384615
hr0.32216905901116427
yo0.31451612903225806
ms0.31006493506493504
de0.30498773507767785
pl0.2753623188405797
cs0.2703862660944206
es0.26660914581535805
is0.2621527777777778
tr0.2621527777777778
et0.2582897033158813
pt0.2511013215859031
sq0.24578527062999111
sl0.22586520947176683
lt0.21369102682701202
hu0.20782851817334574
az0.19811320754716982
sk0.1920152091254753
lv0.1353001017293998
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
fi0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
7
name"Melanie"
dialogue"Hier, sehen Sie? Diese Schatten? Ich konnte nicht schlafen. Diese ganze Stadt... hier geschehen furchtbare Dinge, nicht wahr? Warum schaut mich jeder so seltsam an?"
detectedLang"de"
heavyLang"de"
scores
de0.8090481786133961
nl0.5379146919431279
da0.40476190476190477
no0.3890977443609023
pl0.34299191374663074
sv0.34032476319350474
it0.3010752688172043
sk0.25172678434382195
en0.2494226327944573
ro0.2459396751740139
et0.22985781990521328
fr0.19288079470198677
yo0.18410041841004185
eu0.18341708542713567
sl0.181360201511335
vi0.1758241758241758
cs0.16879795396419436
fi0.16595380667236956
tl0.15217391304347824
es0.1325622775800712
ms0.12946428571428573
tr0.12790697674418602
lt0.07319391634980989
lv0.06876790830945559
pt0.06876790830945559
hr0.0625
sq0.0625
reliabletrue
passestrue
8
name"Hunter"
dialogue"I need you to slow down. Slow. Down. Do you have a translator app? Or a friend we can call? I’m investigating a crime, okay? Disappearances."
detectedLang"en"
heavyLang"en"
scores
en0.7932848910047607
tl0.6565362198168194
pt0.564873417721519
fr0.5346869712351946
nl0.5285714285714286
ro0.5053956834532374
hr0.4969512195121951
cs0.4821092278719397
it0.47982345523329134
pl0.4758576874205845
ca0.46739832149774047
da0.4632400780741704
sq0.4503664223850766
sk0.4470509383378016
no0.4406779661016949
de0.4206460674157303
sl0.4115549215406562
lt0.3911439114391144
sv0.3879821958456974
es0.3861607142857143
et0.3838685586258402
lv0.3609604957397366
ms0.34523809523809523
yo0.3378812199036918
az0.3193069306930693
vi0.28694900605012963
tr0.2580935251798561
is0.2506811989100818
hu0.21278625954198474
eu0.1424116424116424
fi0.12882787750791974
be0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
9
name"Melanie"
dialogue"Verschwinden? Meinen Sie die Vermissten? Ja! Genau das! Ich habe es gesehen! Bitte, schauen Sie genauer hin, bevor es zu spät ist!"
detectedLang"de"
heavyLang"de"
scores
de0.8325659271661783
nl0.5728777362520021
fi0.4240460763138949
no0.3957703927492447
sv0.38791124713083397
da0.36507936507936506
ca0.3277310924369748
pt0.31798806479113384
hu0.30915371329879104
eu0.2988606485539001
et0.29577464788732394
lv0.2863514719000892
tr0.2837958818263205
pl0.27732610659439927
es0.26605504587155965
sk0.26335174953959484
is0.23444976076555024
it0.22254616132167152
sq0.21104536489151873
az0.17525773195876287
lt0.17355371900826447
yo0.16926272066458983
fr0.16317991631799164
en0.16054564533053514
hi0.11699779249448124
sl0.09090909090909091
tl0.08779931584948689
ro0.06868451688009314
reliabletrue
passestrue
10
name"Hunter"
dialogue"I'm getting nothing but 'bitte.' Is there anyone in this town who speaks—"
detectedLang"en"
heavyLang"en"
scores
en0.822429906542056
tl0.5984784446322908
de0.5162932790224032
nl0.5133196721311476
it0.45023148148148145
et0.3466299862448418
ms0.33936022253129344
ro0.3055555555555556
yo0.30453879941434847
sv0.2824773413897281
is0.2601246105919003
no0.250788643533123
hu0.2448330683624801
sl0.2448330683624801
fr0.15630550621669628
az0.15026833631484796
pl0.15026833631484796
sq0.1410488245931284
da0.13636363636363635
hr0.12361623616236161
pt0.12361623616236161
reliabletrue
passestrue
11
name"Hunter"
dialogue"Dammit. I have to take this. Stay right here, okay? Bleiben Sie... uh... stay. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.7768905589478629
tl0.5766488413547237
de0.5062370062370062
da0.49414270500532487
pl0.4398584905660377
no0.40846824408468246
yo0.38551099611901685
sv0.35197817189631647
hr0.3493150684931507
cs0.3319268635724332
sq0.3300423131170663
sk0.3004418262150221
sl0.2952522255192878
lv0.2803030303030303
lt0.2601246105919003
hu0.2531446540880503
ca0.22512234910277326
it0.19491525423728812
ro0.1592920353982301
es0.1410488245931284
fr0.13479052823315119
be0.12844036697247707
tr0.12844036697247707
az0.1171003717472119
et0.1171003717472119
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
12
name"Melanie"
dialogue"Gehen Sie jetzt weg? Aber Sie müssen das sehen! Warten Sie! Es ist gefährlich!"
detectedLang"de"
heavyLang"de"
scores
de0.8464770523594053
nl0.48648648648648646
tr0.35197817189631647
ca0.31358381502890176
es0.31358381502890176
pl0.3115942028985507
no0.3004418262150221
eu0.2952522255192878
da0.29210134128166915
sv0.2846385542168675
fi0.2658423493044822
pt0.25897035881435254
az0.20435510887772196
lv0.20168067226890754
hi0.18244406196213425
hu0.17677642980935876
lt0.1607773851590106
ms0.1410488245931284
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'll be right back. Just don't go anywhere. We’re going to find someone who can explain what you’re frantic about."
detectedLang"en"
heavyLang"en"
scores
en0.8198093466635665
tl0.4777628032345013
yo0.38148443735035914
ca0.359504132231405
da0.3080357142857143
fr0.30493273542600896
pl0.2876838235294118
de0.27973977695167285
no0.24975798644724106
es0.24390243902439027
pt0.23795476892822026
sv0.23645320197044337
lt0.21796165489404642
sk0.2083758937691522
cs0.20594262295081966
sl0.20185375901132854
hr0.1993801652892562
hu0.1943866943866944
lv0.1893305439330544
ms0.18162618796198524
ro0.17200854700854698
sq0.1648706896551724
nl0.15852334419109665
az0.15300546448087432
tr0.15300546448087432
et0.11630558722919043
eu0.0935672514619883
it0.0935672514619883
fi0.08930669800235018
is0.07074340527577938
reliabletrue
passestrue
14
name"Melanie"
dialogue"Kommen Sie zurück! Bitte lassen Sie mich hier nicht allein mit diesen Bildern!"
detectedLang"de"
heavyLang"de"
scores
de0.8420221169036335
nl0.6019108280254777
da0.5840266222961731
no0.576271186440678
sv0.5458673932788375
et0.3811881188118812
hu0.36224489795918363
fr0.3403693931398417
tr0.26144756277695713
fi0.26035502958579887
it0.24698795180722888
en0.2378048780487805
sq0.22839506172839508
az0.19614147909967844
pl0.1830065359477124
eu0.17081260364842457
cs0.16666666666666666
ms0.14089347079037798
ru0.1289198606271777
lv0.12587412587412586
sl0.12587412587412586
tl0.12280701754385964
reliabletrue
passestrue