Run: 2026-02-08-01KGYWZCVACMQ5694W6VFH396F

Run Details

Model:
Gemini 3 Flash (Preview)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.9s
Cost:
$0.001647
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. I was hoping I could have a moment of your time. I noticed you’ve been out with that camera near the old mill orchard." Melanie: "Oh! Hallo. Entschuldigen Sie, ich... ich verstehe Sie leider nicht. Sprechen Sie Deutsch?" Hunter: "Slow down there. I don’t speak whatever that is. I’m looking for information about the apple festival grounds. Did you see anything unusual near the treeline yesterday evening? Maybe someone who didn't look like a local?" Melanie: "Es war schrecklich... ich wollte nur den Nebel fotografieren, aber da war dieser Schatten hinter den Scheunen. Ich habe solche Angst, wieder dorthin zu gehen. Es fühlte sich an, als würde mich jemand beobachten." Hunter: "Look, I need you to focus. I see you've got a lot of photos on that memory card. Was there a man? Tall, wearing a hunting jacket? It's important. People are going missing, and I don't have time for a game of charades." Melanie: "Ich wünschte, ich könnte Ihnen helfen, aber mein Herz rast immer noch. Sehen Sie meine Hände an, sie zittern! Etwas stimmt nicht mit diesem Ort. Alborn ist nicht so sicher, wie alle sagen." Hunter: "I'm getting nothing but nerves from you. Is that fear or just confusion? Just... show me the screen. Show me the pictures from last night." Melanie: "Was meinen Sie? Wollen Sie meine Kamera nehmen? Nein, bitte—das sind meine einzigen Erinnerungen von hier. Ich verstehe nicht, was Sie von mir wollen!" Hunter: "Steady now, I’m not going to arrest you. I just need to see what you saw. Dammit, why does nobody in this town speak plain English?" [Hunter’s phone rings loudly. He checks the caller ID and his expression hardens.] Hunter: "Hunter here. ... Where? The creek? Don't touch a thing, I'm five minutes out." Melanie: "Gehen Sie schon? Warten Sie! Ist alles in Ordnung? Ist noch etwas passiert?" Hunter: "Stay put, lady. And maybe stay off the trails for a while. I have to go."
created_at"2026-02-08T15:12:33.39308+00:00" 2/8/2026, 3:12:33 PM
model"google/gemini-3-flash-preview-20251217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency849
moderation_latency(null)
generation_time4750
tokens_prompt261
tokens_completion477
native_tokens_prompt288
native_tokens_completion501
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"
usage0.001647
router(null)
provider_responses
0
status200
is_byokfalse
latency849
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-1770563548-pVPyUea2nEL4STt8zgw8"
upstream_id(null)
total_cost0.001647
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"Excuse me, miss? I’m Detective Hunter. I was hoping I could have a moment of your time. I noticed you’ve been out with that camera near the old mill orchard."
detectedLang"en"
heavyLang"en"
scores
en0.7990983927871423
tl0.6439736019451199
fr0.5313214449016918
nl0.500243783520234
no0.47837150127226463
it0.4641923680083639
ro0.4585314315900687
ca0.4453463203463203
da0.4426318651441
pt0.4302390216787104
de0.4152880775812892
sq0.41361556064073224
es0.4016345592527729
sv0.3840144230769231
ms0.3653250773993808
yo0.3597751405371643
hr0.31208053691275167
cs0.29890560875512995
sk0.2862116991643454
pl0.26523297491039427
sl0.2287434161023326
et0.2211246200607903
hu0.21815408085430968
lv0.19733750978856696
is0.18130990415335463
tr0.16734362307067424
az0.16052416052416052
lt0.12393162393162394
fi0.11865864144453997
vi0.11485319516407601
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh! Hallo. Entschuldigen Sie, ich... ich verstehe Sie leider nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8190279214064116
nl0.6401644962302947
sv0.44620253164556967
no0.42371020856201974
da0.36053593179049936
is0.3574051407588739
es0.3510506798516687
en0.3445692883895131
lt0.3346007604562738
it0.30921052631578944
pl0.3018617021276596
az0.2837653478854025
sk0.26880222841225626
et0.24785100286532946
ca0.2324561403508772
hu0.22451994091580502
fr0.21052631578947367
tr0.20574886535552195
ro0.19601837672281774
sl0.1732283464566929
fi0.16267942583732056
cs0.16
hr0.12790697674418602
tl0.11616161616161616
pt0.10714285714285714
sq0.10102739726027396
reliabletrue
passestrue
2
name"Hunter"
dialogue"Slow down there. I don’t speak whatever that is. I’m looking for information about the apple festival grounds. Did you see anything unusual near the treeline yesterday evening? Maybe someone who didn't look like a local?"
detectedLang"en"
heavyLang"en"
scores
en0.813724311981733
tl0.6085858585858586
nl0.511195206559445
no0.4896279222917353
da0.4779386998989558
fr0.46972288744440643
sv0.447415329768271
pt0.44424524919325925
de0.40476190476190477
es0.3996901626646011
et0.37145174371451745
it0.36657131181038005
ro0.3525480367585631
ca0.3426632739609839
sq0.3381725021349274
cs0.31294326241134746
ms0.3011722272317403
hr0.29577464788732394
yo0.28040854224698236
sk0.2519305019305019
hu0.24647544968400584
sl0.23115079365079366
pl0.2253873063468266
lt0.21239837398373984
is0.20958694543600204
az0.19564089257913855
tr0.1914449660928534
lv0.17902542372881353
fi0.15254237288135594
eu0.11630558722919043
vi0.0790255496137849
zh0.04732636754763368
be0.04320987654320988
uk0.03905765654060756
ja0.036668738346799255
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es war schrecklich... ich wollte nur den Nebel fotografieren, aber da war dieser Schatten hinter den Scheunen. Ich habe solche Angst, wieder dorthin zu gehen. Es fühlte sich an, als würde mich jemand beobachten."
detectedLang"de"
heavyLang"de"
scores
de0.821049840933192
nl0.5681381957773513
da0.4753206373882627
no0.4298986486486487
en0.3586698337292161
sv0.33985330073349634
eu0.3290258449304175
ca0.3212669683257918
tr0.30769230769230765
it0.3041237113402062
ro0.2987012987012987
es0.26390403489640135
pl0.23728813559322032
ms0.22235023041474655
pt0.22100403923831505
fi0.21965317919075145
sq0.2155723416618245
sk0.1969066032123736
sl0.19113241461953265
cs0.1891891891891892
lt0.1891891891891892
lv0.18870192307692307
fr0.17481662591687042
yo0.1599253266957063
hr0.15887850467289721
tl0.13183279742765272
vi0.11300919842312747
az0.1089108910891089
et0.08288043478260869
hu0.07024793388429752
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I need you to focus. I see you've got a lot of photos on that memory card. Was there a man? Tall, wearing a hunting jacket? It's important. People are going missing, and I don't have time for a game of charades."
detectedLang"en"
heavyLang"en"
scores
en0.8179695013051244
tl0.6347850055126791
da0.492920015308075
no0.48242187499999994
de0.4624746450304259
nl0.4560755336617406
sv0.44745621351125936
ca0.4347269624573379
fr0.3958048335613315
pt0.3888376383763838
ro0.37440982058545796
yo0.37322611163670766
et0.3654214559386973
es0.33517310587054694
it0.32604272634791454
hr0.31382703262558265
cs0.3091762252346194
pl0.2826204656199242
lt0.2715777899945025
sk0.26633444075304546
is0.2551995503091624
ms0.24886621315192747
lv0.24673109721432634
sq0.24285714285714285
fi0.1800742574257426
tr0.14626288659793812
hu0.14405684754521964
sl0.13736979166666666
az0.13000656598818122
hi0.10834454912516824
vi0.09122085048010975
be0.05017921146953405
eu0.05017921146953405
uk0.045389048991354465
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich wünschte, ich könnte Ihnen helfen, aber mein Herz rast immer noch. Sehen Sie meine Hände an, sie zittern! Etwas stimmt nicht mit diesem Ort. Alborn ist nicht so sicher, wie alle sagen."
detectedLang"de"
heavyLang"de"
scores
de0.8226415094339623
nl0.5146633622470054
sv0.3877019280875456
da0.34210526315789475
no0.33352240499149177
en0.33238636363636365
pl0.24582798459563543
it0.22646477946017116
fr0.22595520421607376
sk0.20661715057393654
sl0.20608108108108109
fi0.19630642954856362
tl0.16784702549575073
yo0.15770609318996415
eu0.15710186513629842
vi0.15039768618944324
hu0.14296134208606856
ro0.12962962962962962
et0.12639405204460968
tr0.12313432835820895
is0.11654135338345865
az0.11521084337349398
hi0.08274785323965651
cs0.0784313725490196
sq0.06819984139571769
es0.06671961874503574
ms0.06374501992031872
hr0.060751398880895285
ca0.060000000000000005
reliabletrue
passestrue
6
name"Hunter"
dialogue"I'm getting nothing but nerves from you. Is that fear or just confusion? Just... show me the screen. Show me the pictures from last night."
detectedLang"en"
heavyLang"en"
scores
en0.8159431327748159
tl0.6970330129544504
fr0.5632530120481928
nl0.5310478654592496
sv0.40622440622440625
no0.4037828947368421
sq0.34977578475336324
da0.348607367475292
et0.33910665451230626
it0.32932469935245146
ca0.32369402985074625
pt0.3192488262910798
ms0.31344696969696967
de0.308206106870229
ro0.308206106870229
yo0.2933723196881091
es0.279324055666004
fi0.24083769633507857
is0.18721973094170402
hu0.1751990898748578
sl0.1082410824108241
lv0.10272277227722773
cs0.09713574097135741
az0.08919597989949749
hr0.0845959595959596
reliabletrue
passestrue
7
name"Melanie"
dialogue"Was meinen Sie? Wollen Sie meine Kamera nehmen? Nein, bitte—das sind meine einzigen Erinnerungen von hier. Ich verstehe nicht, was Sie von mir wollen!"
detectedLang"de"
heavyLang"de"
scores
de0.8367013676260461
nl0.6168582375478927
no0.5221027479091995
sv0.4190268700072622
et0.33554817275747506
da0.31212381771281167
is0.27992799279927993
en0.26199261992619927
fr0.23298178331735378
es0.22928709055876687
fi0.2263056092843327
sq0.22330097087378642
pt0.22254616132167152
pl0.22103213242453748
it0.21491658488714427
sk0.19436052366565962
cs0.1811668372569089
hr0.1811668372569089
hu0.17184265010351968
ca0.1675338189386056
ms0.14984059511158343
ro0.14070891514500536
eu0.11991199119911991
yo0.09808342728297632
lt0.08779931584948689
tl0.08256880733944955
sl0.07940161104718067
tr0.07940161104718067
az0.06868451688009314
reliabletrue
passestrue
8
name"Hunter"
dialogue"Steady now, I’m not going to arrest you. I just need to see what you saw. Dammit, why does nobody in this town speak plain English?"
detectedLang"en"
heavyLang"en"
scores
en0.813306177868296
tl0.5378151260504201
et0.3982494529540482
sv0.3951612903225807
ro0.37547312641937924
no0.367816091954023
cs0.3599689681923972
ms0.3037974683544304
sk0.3002544529262086
pl0.2948717948717949
it0.29426860564585117
hr0.2838541666666667
da0.2763157894736842
yo0.2744063324538259
ca0.2647058823529412
fr0.25271739130434784
sl0.25
de0.20977011494252876
sq0.19980601357904945
lv0.1831683168316832
lt0.16834677419354838
nl0.15902140672782875
tr0.15210688591983554
az0.15123456790123457
eu0.10714285714285714
es0.09040793825799338
pt0.09040793825799338
fi0.08435072142064373
be0.0782122905027933
hu0.07511210762331838
is0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here. ... Where? The creek? Don't touch a thing, I'm five minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8235086480762442
fr0.5229007633587787
tl0.5
nl0.4897959183673469
sq0.47368421052631576
de0.4292237442922375
ca0.40688018979833923
ms0.4026284348864994
es0.3834771886559803
no0.38271604938271603
da0.37421777221526903
sv0.3597951344430218
ro0.34895833333333337
pt0.34725848563968675
it0.33774834437086093
yo0.3112947658402204
sl0.3065187239944522
cs0.29278642149929274
et0.2917847025495751
sk0.2907801418439716
hr0.2636229749631811
pl0.251497005988024
hu0.2378048780487805
lt0.2248062015503876
tr0.21383647798742136
fi0.2125984251968504
is0.13043478260869565
az0.12280701754385964
eu0.12280701754385964
lv0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
10
name"Melanie"
dialogue"Gehen Sie schon? Warten Sie! Ist alles in Ordnung? Ist noch etwas passiert?"
detectedLang"de"
heavyLang"de"
scores
de0.8364888123924269
nl0.6090534979423868
no0.5577281191806331
it0.5158002038735984
da0.47802197802197804
en0.46509009009009006
sv0.42493946731234866
ms0.4010088272383354
fr0.39567430025445294
pl0.3863049095607235
ca0.36918990703851257
et0.3475274725274725
tl0.34119278779472956
fi0.33751743375174337
eu0.2952522255192878
tr0.2566510172143975
sl0.2448330683624801
es0.24000000000000002
ro0.23014586709886548
hi0.18244406196213425
pt0.17962003454231434
cs0.15780141843971632
yo0.15630550621669628
az0.15026833631484796
sk0.14874551971326164
is0.12037037037037036
reliabletrue
passestrue
11
name"Hunter"
dialogue"Stay put, lady. And maybe stay off the trails for a while. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8306997742663657
tl0.6492595479345286
da0.608355091383812
yo0.5817843866171004
no0.5618305744888024
hr0.5222929936305732
pl0.512987012987013
fr0.45188794153471373
cs0.4498777506112469
sk0.4260204081632653
nl0.41709844559585496
ro0.4155844155844156
sq0.3869209809264305
sv0.38271604938271603
ca0.3784530386740331
lv0.3617021276595745
lt0.3562231759656652
it0.34782608695652173
de0.3430656934306569
es0.3401759530791789
pt0.3343195266272189
hu0.33135215453194655
sl0.31921331316187596
tr0.24623115577889448
ms0.23857868020304565
is0.23469387755102045
az0.22813036020583194
vi0.22813036020583194
et0.21875
be0.1346153846153846
eu0.1346153846153846
fi0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue