Run: 2026-02-08-01KGYXAGWYB543Q5BY8YXESV9A

Run Details

Model:
Gemini 3 Flash (Preview)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.5s
Cost:
$0.001554
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: "Morning. Mind if I sit? I'm Detective Hunter. I'm looking into what happened over at the Miller farm last night. I saw you nearby with that camera around sunset." Melanie: "Oh... Guten Tag. Entschuldigung, ich verstehe nicht... Englisch ist sehr schwer für mich." Hunter: "Right. Look, I’m not here to give you a hard time about trespassing. I just need to know if you saw anyone unusual near the north orchard. There’s a girl missing." Melanie: "Ich habe etwas Schreckliches gesehen. Es war so dunkel zwischen den Bäumen, aber da war ein Mann... er hat etwas Schweres geschleift. Ich hatte solche Angst, dass ich mich im Gebüsch versteckt habe. Mein Herz hat so laut geschlagen." Hunter: "Whoa, slow down. I don't speak... whatever that is. Was it the apple storage? Did you see anyone go inside the cellar?" Melanie: "Es war kein Unfall. Er sah sich immer wieder um. Ich habe versucht, ein Foto zu machen, aber meine Hände haben zu stark gezittert. Es tut mir so leid, ich war so feige." Hunter: "Ma'am, I need a 'yes' or a 'no.' Did you see a tall man in a flannel jacket? Blue truck?" Melanie: "Ich verstehe kein Wort... Bitte, es war dort drüben, beim alten Brunnen! Er ist gefährlich!" Hunter: "This is going nowhere. I need a translator. Look, just stay in town, okay? Don't go back to the woods." Melanie: "Bitte gehen Sie nicht! Es ist jemand in Gefahr!" Hunter: "Hold that thought—" [His phone buzzes loudly on the table] "Hunter here. What? Another one? The festival grounds? God dammit. I'm on my way." Melanie: "Warten Sie! Was ist passiert? Gehen Sie zum Brunnen?" Hunter: "Look, I have to go. Duty calls. We’ll finish this later when I can find someone who speaks—well, whatever you're speaking. Stay put."
created_at"2026-02-08T15:18:37.389262+00:00" 2/8/2026, 3:18:37 PM
model"google/gemini-3-flash-preview-20251217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency756
moderation_latency(null)
generation_time4412
tokens_prompt261
tokens_completion447
native_tokens_prompt288
native_tokens_completion470
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)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
usage0.001554
router(null)
provider_responses
0
status200
is_byokfalse
latency756
endpoint_id"6e82f652-2693-4b60-bbe0-7362d6e345f0"
provider_name"Google AI Studio"
model_permaslug"google/gemini-3-flash-preview-20251217"
api_type"completions"
id"gen-1770563912-XEzFTZvRU1nVIeMFn2N0"
upstream_id(null)
total_cost0.001554
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. Mind if I sit? I'm Detective Hunter. I'm looking into what happened over at the Miller farm last night. I saw you nearby with that camera around sunset."
detectedLang"en"
heavyLang"en"
scores
en0.805674310143801
tl0.6370235934664247
no0.5775242923531897
da0.5731967562953478
sv0.49341438703140833
nl0.44751381215469616
fr0.427262313860252
ca0.39686369119420983
de0.3678887484197219
it0.3630573248407643
ro0.3585631815266196
ms0.27901946647440523
sq0.2668621700879765
es0.2663242846661775
is0.2492492492492493
et0.24585218702865763
pt0.2331288343558282
tr0.22898997686969932
yo0.21135646687697163
cs0.20318725099601595
hu0.19614147909967844
hr0.17081260364842457
az0.13194444444444445
pl0.11190053285968028
sl0.11190053285968028
fi0.06976744186046512
sk0.06716417910447761
be0.06542056074766354
lt0.059266227657572904
lv0.059266227657572904
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh... Guten Tag. Entschuldigung, ich verstehe nicht... Englisch ist sehr schwer für mich."
detectedLang"de"
heavyLang"de"
scores
de0.8281786941580757
nl0.5983935742971888
sv0.3957703927492447
no0.2762364294330519
ms0.23469387755102045
en0.2010652463382157
da0.2
eu0.18144611186903137
ro0.1792065663474692
sk0.1712707182320442
pl0.16083916083916083
hi0.1501416430594901
cs0.14285714285714285
fi0.14163090128755365
tr0.13544668587896252
lt0.1137370753323486
hr0.10714285714285714
hu0.10714285714285714
it0.10714285714285714
is0.10044977511244377
es0.09502262443438914
fr0.09502262443438914
pt0.09502262443438914
az0.08952959028831564
ca0.08952959028831564
sq0.08952959028831564
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Look, I’m not here to give you a hard time about trespassing. I just need to know if you saw anyone unusual near the north orchard. There’s a girl missing."
detectedLang"en"
heavyLang"en"
scores
en0.8130491680687979
tl0.6392496392496393
da0.44629014396456257
no0.44506104328523866
nl0.39722724532851117
sv0.36588459099556125
cs0.36143039591315457
et0.34938191281717634
yo0.3438320209973753
fr0.33065595716198126
sk0.31224209078404397
pt0.3112947658402204
hr0.3108201240523777
ms0.299719887955182
ca0.29725931131412503
de0.2795389048991354
sq0.2774566473988439
is0.2684711046086321
pl0.26793557833089315
it0.23371647509578544
es0.2277992277992278
lv0.20318725099601595
lt0.19935948759007205
ro0.18633034987794952
tr0.1836734693877551
hu0.1823385118560916
sl0.17423616845582166
az0.1652754590984975
fi0.12357581069237511
vi0.11738746690203002
be0.06542056074766354
eu0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich habe etwas Schreckliches gesehen. Es war so dunkel zwischen den Bäumen, aber da war ein Mann... er hat etwas Schweres geschleift. Ich hatte solche Angst, dass ich mich im Gebüsch versteckt habe. Mein Herz hat so laut geschlagen."
detectedLang"de"
heavyLang"de"
scores
de0.8172413793103449
no0.47978013349038084
nl0.4444444444444444
da0.41809398331137465
sv0.34535573122529645
es0.3113305613305613
sk0.2458736482640865
is0.2318840579710145
en0.22875436554132714
it0.22287390029325513
tl0.2182890855457227
eu0.21504739336492892
pt0.2084826762246117
hu0.2061114439784302
ca0.18159357628165534
hr0.17701863354037267
pl0.17239225484072454
sl0.1713570981863665
tr0.167713567839196
fr0.15712468193384224
ms0.13568166992824526
yo0.13171690694626473
ro0.12598944591029024
lv0.12251655629139073
cs0.11489645958583836
lt0.11252511721366376
az0.11073825503355705
vi0.10894418291862812
sq0.08557625948930297
fi0.06227883934890304
et0.046762589928057555
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. I don't speak... whatever that is. Was it the apple storage? Did you see anyone go inside the cellar?"
detectedLang"en"
heavyLang"en"
scores
en0.8089658685685175
tl0.6128033040784719
nl0.4993324432576769
fr0.4615936826992103
no0.44071588366890374
sv0.4365138993238167
da0.4318181818181818
yo0.4248466257668711
it0.41588785046728977
de0.3697478991596639
et0.29906542056074764
sq0.28435114503816794
ca0.2809204218600192
es0.27884615384615385
is0.24471299093655588
pl0.2378048780487805
ro0.23625254582484725
hu0.22760041194644695
hr0.21875
cs0.19614147909967844
az0.16759156492785796
tr0.16666666666666666
lv0.1657397107897664
ms0.1657397107897664
pt0.1601343784994401
sk0.1601343784994401
sl0.11452184179456906
be0.08536585365853659
lt0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
5
name"Melanie"
dialogue"Es war kein Unfall. Er sah sich immer wieder um. Ich habe versucht, ein Foto zu machen, aber meine Hände haben zu stark gezittert. Es tut mir so leid, ich war so feige."
detectedLang"de"
heavyLang"de"
scores
de0.8216150365471633
no0.5581896551724138
nl0.5183270676691729
sv0.45565586829527355
is0.41260744985673353
en0.40648523451071217
da0.38141219070609533
es0.3357096565132858
pt0.2921270718232044
ca0.28967428967428965
sk0.271499644633973
pl0.2683797287651677
fr0.26680972818311877
lv0.24521354933726064
sl0.22990232907588282
it0.2078825347758887
hr0.1858617950754567
lt0.18130990415335463
tl0.18065547561950437
fi0.1713823767178658
et0.1700404858299595
tr0.15914684167350288
ro0.1556836902800659
hu0.1451209341117598
cs0.11941580756013745
yo0.10947002606429192
ms0.08888888888888889
vi0.08807829181494661
az0.0544280442804428
sq0.0544280442804428
reliabletrue
passestrue
6
name"Hunter"
dialogue"Ma'am, I need a 'yes' or a 'no.' Did you see a tall man in a flannel jacket? Blue truck?"
detectedLang"en"
heavyLang"en"
scores
en0.7598353156450137
tl0.6590909090909091
sv0.5156826568265683
et0.453125
de0.44678609062170704
it0.42434210526315785
ro0.4140625
ca0.40136830102622584
da0.39306358381502887
nl0.38307873090481787
cs0.375
pl0.375
no0.37050359712230213
yo0.358974358974359
fr0.35503685503685506
hr0.3234536082474227
sl0.31729518855656696
lv0.31462140992167104
lt0.31282722513089006
hu0.2981283422459893
az0.29245283018867924
sq0.2818057455540356
sk0.2778541953232462
tr0.21875
pt0.21052631578947367
is0.2081447963800905
ms0.2081447963800905
vi0.20212765957446807
es0.2009132420091324
be0.11764705882352942
eu0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich verstehe kein Wort... Bitte, es war dort drüben, beim alten Brunnen! Er ist gefährlich!"
detectedLang"de"
heavyLang"de"
scores
de0.821481701874442
no0.51338199513382
nl0.45848375451263534
sv0.3858751279426817
da0.33701657458563533
it0.318955732122588
ca0.3095512082853855
es0.3095512082853855
en0.2907801418439716
is0.2805755395683453
fr0.2555831265508685
pt0.2546583850931677
sk0.23371647509578544
hu0.2248062015503876
lt0.21875
ms0.20844327176781002
tr0.20318725099601595
lv0.16666666666666666
ro0.16434540389972147
pl0.16083916083916083
et0.1584852734922861
fi0.1501416430594901
hi0.1501416430594901
az0.08952959028831564
sl0.08952959028831564
sq0.08952959028831564
reliabletrue
passestrue
8
name"Hunter"
dialogue"This is going nowhere. I need a translator. Look, just stay in town, okay? Don't go back to the woods."
detectedLang"en"
heavyLang"en"
scores
en0.821917808219178
tl0.6162927981109798
yo0.5306859205776173
pl0.516728624535316
sv0.4833068362480127
nl0.47958366693354687
no0.45515507124895216
ro0.4500846023688663
da0.44301628106255353
sq0.4391716997411561
hr0.43032427695004377
et0.4283201407211962
sl0.42731277533039647
it0.40909090909090906
cs0.3964716805942433
ca0.3959107806691449
de0.3959107806691449
sk0.37917860553963706
hu0.3670886075949367
ms0.34077079107505076
lv0.33127572016460904
lt0.3271221532091097
pt0.3018259935553169
az0.29805615550755943
fr0.29729729729729726
is0.26136363636363635
vi0.2537313432835821
tr0.24418604651162787
es0.24330616996507565
eu0.17407878017789072
be0.09722222222222222
fi0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bitte gehen Sie nicht! Es ist jemand in Gefahr!"
detectedLang"de"
heavyLang"de"
scores
de0.8411978221415608
nl0.6284501061571126
en0.4057724957555179
it0.38811188811188807
ro0.38271604938271603
pl0.358974358974359
yo0.3346007604562738
da0.3320610687022901
ms0.317738791423002
sl0.3055555555555556
ca0.29577464788732394
es0.29577464788732394
lv0.25531914893617025
eu0.24731182795698922
et0.24406047516198706
sv0.23413566739606126
hi0.2324561403508772
hu0.22566371681415928
cs0.2222222222222222
tr0.21171171171171171
tl0.20993227990970656
lt0.20634920634920634
fi0.2009132420091324
az0.1935483870967742
fr0.1764705882352941
no0.1764705882352941
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter here. What? Another one? The festival grounds? God dammit. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8073217726396917
tl0.6355685131195336
fr0.5224450811843362
sv0.5187680461982676
da0.513145082765336
no0.47643979057591623
hr0.4742376445846478
nl0.4487320837927233
sq0.4232987312572088
ca0.4212962962962963
cs0.410377358490566
pl0.3946731234866829
ms0.3872549019607844
es0.36143039591315457
sk0.3581514762516046
et0.3556701030927836
pt0.34554973821989526
it0.3429697766097241
sl0.3297587131367293
fi0.29873772791023845
yo0.2668621700879765
ro0.26144756277695713
de0.2401215805471125
lt0.20127795527156547
az0.19093851132686085
hi0.14383561643835618
hu0.11816578483245149
lv0.11190053285968028
tr0.10554561717352416
reliabletrue
passestrue
11
name"Melanie"
dialogue"Warten Sie! Was ist passiert? Gehen Sie zum Brunnen?"
detectedLang"de"
heavyLang"de"
scores
de0.8282241014799153
nl0.6234067207415991
no0.5891276864728192
sv0.5170876671619613
fi0.4610281923714759
it0.4574290484140233
ms0.4268077601410935
en0.41651705565529623
pl0.3981481481481482
eu0.37977099236641226
fr0.358974358974359
ca0.35770750988142297
pt0.3551587301587301
da0.3486973947895792
tr0.33537832310838445
hi0.2459396751740139
yo0.2111650485436893
es0.17721518987341772
et0.16666666666666666
is0.16666666666666666
reliabletrue
passestrue
12
name"Hunter"
dialogue"Look, I have to go. Duty calls. We’ll finish this later when I can find someone who speaks—well, whatever you're speaking. Stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8193562513685133
tl0.521461716937355
da0.4503664223850766
no0.3861607142857143
pl0.35039370078740156
de0.3336025848142165
nl0.32598039215686275
sv0.3170529801324503
hr0.3153526970954357
ca0.26861702127659576
yo0.2673179396092362
fr0.26141450313339304
pt0.26141450313339304
lt0.23540315106580167
cs0.2224316682375118
it0.20212765957446807
sk0.19825072886297376
et0.19668938656280427
lv0.1831683168316832
es0.17251755265797392
tr0.15123456790123457
az0.14507772020725387
is0.1397288842544317
sq0.1397288842544317
sl0.12790697674418602
ro0.09836065573770492
ms0.09539473684210525
hi0.08435072142064373
be0.0782122905027933
hu0.07511210762331838
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue