Run: 2026-02-08-01KGYWX1KARQRCCFKRKY9TY7N4

Run Details

Model:
Gemini 3 Flash (Preview)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.6s
Cost:
$0.001599
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? Mind if I have a word? I’m Detective Hunter with the local PD. I noticed you were out by the old orchard yesterday taking photos around the time the Holloway girl went missing. Did you see anything out of the ordinary?" Melanie: "Oh, Gott sei Dank... Jemand von der Polizei? Es war schrecklich. Ich habe versucht, es jemandem zu erklären, aber niemand hört zu. Da war dieser Schatten hinter den Bäumen, und dann dieser Schrei..." Hunter: "Whoa, slow down there. I don’t speak... whatever that is. Was that German? Look, I just need to know if you saw a blue sedan or anyone acting suspicious near the trailhead. Do you understand? Blue. Car." Melanie: "Ich verstehe kein Wort von dem, was Sie sagen! Schauen Sie sich doch bitte die Kamera an! Ich habe ein Foto gemacht, aber es ist so dunkel. Ich glaube, da hat jemand jemanden weggeschleift. Ich habe solche Angst, zurück in mein Zimmer zu gehen." Hunter: "Listen, I'm sure your camera is great, but I'm not here for a photography lesson. I'm investigating a disappearance. A person. Gone. Do you have any images of the north gate from yesterday afternoon? Just nod if you understand." Melanie: "Warum schauen Sie mich so genervt an? Ich versuche Ihnen zu helfen! Es ist alles hier auf der Speicherkarte. Es war kein Unfall, das war Absicht. Bitte, Sie müssen kommen und nachsehen, bevor es dunkel wird!" Hunter: "This is a damn brick wall. I need a translator. Look, stay right here, okay? Write down your name and— [Phone rings and vibrates aggressively] —Hang on. Hunter here. What? You found her jacket by the creek? Don't touch a thing, I'm three minutes out." Melanie: "Warten Sie! Gehen Sie jetzt einfach? Ich kann das nicht alleine mit mir herumtragen! Bitte, kommen Sie zurück!" Hunter: "Look, I have to go. Duty calls. Just... stay in town, alright? Don't leave Alborn. We'll find someone who speaks your language. I’ll find you later."
created_at"2026-02-08T15:11:15.99071+00:00" 2/8/2026, 3:11:15 PM
model"google/gemini-3-flash-preview-20251217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency724
moderation_latency(null)
generation_time4468
tokens_prompt261
tokens_completion468
native_tokens_prompt288
native_tokens_completion485
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"
usage0.001599
router(null)
provider_responses
0
status200
is_byokfalse
latency724
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-1770563470-1Q0YPddpsM0wmUq7JZmw"
upstream_id(null)
total_cost0.001599
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? Mind if I have a word? I’m Detective Hunter with the local PD. I noticed you were out by the old orchard yesterday taking photos around the time the Holloway girl went missing. Did you see anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.799041037935411
tl0.6353633572159673
fr0.47202667654686925
nl0.46083995459704885
it0.4297719087635054
no0.4216720779220779
pt0.42143727161997563
ro0.41042614811750106
da0.40476190476190477
ca0.370026525198939
es0.36694802310084407
sq0.3658210947930574
sv0.3644067796610169
de0.3252840909090909
et0.3236829615567157
cs0.291044776119403
is0.2906918865107018
ms0.27848101265822783
sl0.26810477657935283
sk0.2531446540880503
hr0.25275301520713167
pl0.24202127659574468
yo0.23014586709886548
fi0.2030201342281879
lv0.1847826086956522
hu0.179147465437788
lt0.1700640652300524
tr0.1700640652300524
az0.12199630314232902
eu0.09523809523809525
vi0.08536585365853659
hi0.05126498002663116
be0.04682274247491639
uk0.04233870967741936
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh, Gott sei Dank... Jemand von der Polizei? Es war schrecklich. Ich habe versucht, es jemandem zu erklären, aber niemand hört zu. Da war dieser Schatten hinter den Bäumen, und dann dieser Schrei..."
detectedLang"de"
heavyLang"de"
scores
de0.8204882719004309
nl0.5556872037914692
sv0.4822825586746433
da0.4782003710575139
no0.4755244755244755
en0.3397887323943662
it0.3081180811808118
pt0.30769230769230765
ro0.2857142857142857
es0.27466150870406186
ca0.2661448140900196
tr0.2584047462096243
fi0.2519946808510638
pl0.25049966688874087
fr0.24849699398797598
eu0.2331288343558282
az0.22520661157024793
is0.22413793103448276
ms0.21983356449375865
sl0.19527896995708155
lt0.1847826086956522
hu0.1812227074235808
sk0.15730337078651685
lv0.15667166416791606
hr0.15477084898572502
tl0.15413533834586465
sq0.15094339622641512
cs0.1412213740458015
et0.13060278207109738
yo0.1265527950310559
vi0.05303030303030303
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. I don’t speak... whatever that is. Was that German? Look, I just need to know if you saw a blue sedan or anyone acting suspicious near the trailhead. Do you understand? Blue. Car."
detectedLang"en"
heavyLang"en"
scores
en0.8083985310554047
tl0.6044825313117996
sv0.49622166246851385
nl0.47368421052631576
no0.4482758620689655
ro0.40357852882703776
de0.400898652021967
da0.3957703927492447
hr0.38461538461538464
fr0.3814432989690722
cs0.38080495356037153
yo0.3798449612403101
pt0.33518005540166207
ca0.33444259567387685
pl0.3284834918858422
ms0.3254637436762226
sk0.3162393162393162
sq0.313893653516295
hu0.27927927927927926
es0.27579963789981893
et0.269183922046285
sl0.26199261992619927
it0.245757385292269
is0.240025332488917
lv0.17525773195876287
lt0.17184265010351968
vi0.16897506925207756
tr0.15314043754410728
az0.14468995010691377
be0.05511811023622047
eu0.05511811023622047
fi0.0498812351543943
uk0.0498812351543943
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe kein Wort von dem, was Sie sagen! Schauen Sie sich doch bitte die Kamera an! Ich habe ein Foto gemacht, aber es ist so dunkel. Ich glaube, da hat jemand jemanden weggeschleift. Ich habe solche Angst, zurück in mein Zimmer zu gehen."
detectedLang"de"
heavyLang"de"
scores
de0.8250482625482626
nl0.6100053792361485
no0.47710061305445367
da0.45590994371482174
sv0.37553832902670115
en0.3692909960852544
it0.31344696969696967
yo0.308206106870229
es0.29095354523227385
ro0.2839506172839506
sl0.28359683794466406
tr0.2691532258064516
sk0.2463617463617464
ms0.24163179916317992
ca0.23199152542372883
pl0.23158452570217275
hu0.20154185022026433
eu0.19129949804796428
et0.18539325842696627
tl0.17893544733861835
fr0.17048054919908467
vi0.15746658919233003
hr0.14906103286384975
az0.14655679811653916
pt0.14605418138987042
is0.13844325609031494
lv0.11206368646662584
lt0.103831891223733
sq0.08747640025173065
cs0.08575031525851197
hi0.06812339331619538
fi0.05721716514954486
reliabletrue
passestrue
4
name"Hunter"
dialogue"Listen, I'm sure your camera is great, but I'm not here for a photography lesson. I'm investigating a disappearance. A person. Gone. Do you have any images of the north gate from yesterday afternoon? Just nod if you understand."
detectedLang"en"
heavyLang"en"
scores
en0.7955905971674697
tl0.6168582375478927
no0.54337899543379
nl0.5160732803318354
fr0.5118549511854952
da0.5082543027748507
sv0.4820569737328894
pt0.4596680818216905
de0.453551912568306
ro0.43820224719101125
es0.3744414655942806
ca0.37247870909905867
is0.36247723132969034
it0.36160510715914274
sq0.35034802784222735
cs0.34762348555452005
sk0.3464052287581699
ms0.31068439192516006
hr0.31000492853622474
yo0.2985971943887776
sl0.24650161463939718
hu0.2444684295736643
pl0.24406047516198706
et0.2013690815744438
fi0.18128654970760233
lv0.17695473251028807
tr0.17110716400236828
lt0.16666666666666666
az0.14996964177292046
eu0.11783238815374922
vi0.11448450347881088
hi0.052132701421800945
reliabletrue
passestrue
5
name"Melanie"
dialogue"Warum schauen Sie mich so genervt an? Ich versuche Ihnen zu helfen! Es ist alles hier auf der Speicherkarte. Es war kein Unfall, das war Absicht. Bitte, Sie müssen kommen und nachsehen, bevor es dunkel wird!"
detectedLang"de"
heavyLang"de"
scores
de0.8270586670214181
nl0.5532646048109966
no0.49039592316738534
da0.4544691565253881
fr0.3794749403341289
sv0.3150684931506849
en0.3066666666666667
it0.2713004484304933
es0.26428975664968873
et0.24065420560747666
pl0.236192714453584
ca0.22940130409010076
eu0.22756981580510993
pt0.22665080309339675
sk0.22341696535244923
tr0.20972644376899696
ro0.20683343502135448
tl0.181360201511335
fi0.16879795396419436
hu0.16506101477199744
az0.15584415584415584
lt0.15088177661659047
ms0.1452991452991453
yo0.14473684210526316
sl0.14134742404227213
vi0.13793103448275862
cs0.09972299168975068
is0.09972299168975068
sq0.08835904628330996
lv0.08450704225352113
hi0.07539118065433854
hr0.04901243599122165
reliabletrue
passestrue
6
name"Hunter"
dialogue"This is a damn brick wall. I need a translator. Look, stay right here, okay? Write down your name and— —Hang on. Hunter here. What? You found her jacket by the creek? Don't touch a thing, I'm three minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8141670310450372
tl0.6268656716417911
fr0.42953020134228187
nl0.4201909959072306
da0.3983010854176499
et0.37774524158125916
no0.37561214495592554
yo0.34815950920245403
sv0.34210526315789475
ca0.3393782383419689
cs0.3393782383419689
sq0.3386929460580913
pl0.33176100628930816
sk0.33176100628930816
ro0.322529224229543
de0.31414739107046796
ms0.29558011049723754
hr0.29362880886426596
it0.2837078651685393
sl0.24466824644549764
pt0.24197384066587393
tr0.2360695026962253
es0.2333132892363199
hu0.2282082324455206
lt0.21393341553637482
fi0.18269230769230768
is0.15282392026578073
vi0.14772727272727273
lv0.13559322033898305
az0.13087934560327197
eu0.09702549575070821
hi0.06181015452538631
be0.05204460966542751
uk0.04708520179372198
reliabletrue
passestrue
7
name"Melanie"
dialogue"Warten Sie! Gehen Sie jetzt einfach? Ich kann das nicht alleine mit mir herumtragen! Bitte, kommen Sie zurück!"
detectedLang"de"
heavyLang"de"
scores
de0.8381128584643848
nl0.56575682382134
da0.5600251414204903
no0.5165745856353591
sv0.42148760330578516
et0.36363636363636365
fi0.3320610687022901
pl0.32038834951456313
eu0.221357063403782
is0.22048997772828507
fr0.2081447963800905
hu0.19632606199770378
pt0.19168591224018475
it0.1898148148148148
es0.18032786885245902
sk0.15048543689320387
cs0.125
hr0.125
ms0.10025706940874037
ro0.0979381443298969
ca0.09090909090909091
en0.09090909090909091
tl0.09090909090909091
tr0.09090909090909091
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I have to go. Duty calls. Just... stay in town, alright? Don't leave Alborn. We'll find someone who speaks your language. I’ll find you later."
detectedLang"en"
heavyLang"en"
scores
en0.7960308710033076
tl0.4997295835586804
da0.44610778443113774
de0.40932311621966794
pl0.3638239339752407
yo0.3625086147484493
no0.35584958217270196
nl0.32824981844589685
sv0.3188512518409426
ro0.3117559523809524
et0.2922723794950268
cs0.25343018563357544
ca0.24674267100977196
sl0.22916666666666666
it0.22072451558550968
hr0.21610169491525424
ms0.20600858369098712
lt0.1991341991341991
fr0.18859649122807018
sk0.18069087688219662
lv0.16666666666666666
es0.1567912488605287
pt0.1387337057728119
az0.13712686567164178
is0.13712686567164178
sq0.12653446647780925
eu0.0777666999002991
hi0.07592407592407592
be0.07035175879396985
tr0.07035175879396985
hu0.06754032258064516
uk0.06376518218623482
vi0.06376518218623482
reliabletrue
passestrue