Run: 2026-02-08-01KGYX563ZVT73SF3CMMQQ3262

Run Details

Model:
Gemini 3 Flash (Preview)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.7s
Cost:
$0.001689
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. Most folks say you were out there taking pictures of the orchard when the lights went out." Melanie: "Oh... Guten Tag. Entschuldigen Sie, ich verstehe nicht viel... aber es war schrecklich. So furchtbar dunkel. Ich habe etwas gesehen, aber ich weiß nicht, was es war. Mein Herz schlägt immer noch so schnell." Hunter: "Whoa, slow down there. I don't speak... whatever that is. German? Look, I just need to know if you saw anyone leaving the property. A truck? A hiker? Anything out of the ordinary?" Melanie: "Es war kein Mensch. Da war ein Schatten zwischen den Bäumen, und dann war er einfach weg. Wie vom Erdboden verschluckt. Ich habe versucht, ein Foto zu machen, aber meine Hände haben zu sehr gezittert. Sehen Sie?" Hunter: "I’m not following a word of that, ma'am. Is that the camera? Did you get a shot of the suspect? Just show me the display screen. If you've got a lead on these disappearances, I need to see it now." Melanie: "Ich habe Angst, wieder dorthin zu gehen. Die Polizei in dieser Stadt... verstehen Sie mich denn gar nicht? Es ist etwas Schlimmes passiert. Jemand ist verschwunden, oder?" Hunter: "Look, I’m sure it’s a great camera, but I need facts, not a travelogue. We're dealing with missing persons here. Let’s try again, nice and slow. Did. You. See. A. Man?" Melanie: "Ich weiß nicht, was Sie sagen! Bitte, es war so dunkel... so unheimlich. Ich will nur nach Hause." Hunter: "Blast it. I need a translator. Listen, don't leave town, okay? Stay right here in Alborn. We—" (Hunter's phone rings loudly. He checks the screen and sighs, his jaw tightening.) Hunter: "Duty calls. That's the station. Stay put, Melanie—or whatever your name is. We aren't finished yet." Melanie: "Warten Sie! Gehen Sie jetzt einfach? Ich habe doch versucht, es Ihnen zu erklären!"
created_at"2026-02-08T15:15:43.48543+00:00" 2/8/2026, 3:15:43 PM
model"google/gemini-3-flash-preview-20251217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency734
moderation_latency(null)
generation_time4640
tokens_prompt261
tokens_completion489
native_tokens_prompt288
native_tokens_completion515
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"
usage0.001689
router(null)
provider_responses
0
status200
is_byokfalse
latency734
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-1770563737-3BUhbbwL5ZTTC1oJquPo"
upstream_id(null)
total_cost0.001689
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. Most folks say you were out there taking pictures of the orchard when the lights went out."
detectedLang"en"
heavyLang"en"
scores
en0.8121183654297792
tl0.6487119437939111
no0.5734091717028084
da0.5404059747223287
nl0.4562754870865428
sv0.44367176634214184
fr0.4384651380439869
de0.43342776203966005
ca0.37694704049844235
sq0.329608938547486
ro0.3154592127780947
et0.2920353982300885
is0.25971622455274523
it0.2555831265508685
tr0.24194567277321544
yo0.2409867172675522
hu0.22730199613651
cs0.2161985630306989
pt0.20212765957446807
hr0.1902834008097166
es0.18032786885245902
pl0.16201117318435754
sk0.1543340380549683
sl0.14101646385110952
fi0.1143911439114391
az0.11242603550295857
lv0.10846953937592867
ms0.10246821241585638
be0.05511811023622047
lt0.0498812351543943
uk0.0498812351543943
vi0.0498812351543943
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh... Guten Tag. Entschuldigen Sie, ich verstehe nicht viel... aber es war schrecklich. So furchtbar dunkel. Ich habe etwas gesehen, aber ich weiß nicht, was es war. Mein Herz schlägt immer noch so schnell."
detectedLang"de"
heavyLang"de"
scores
de0.8221583169365824
nl0.5426235889451148
sv0.35686918445539134
en0.3432084963666853
no0.3391451068616423
es0.19575633127994524
ca0.1929945054945055
da0.1918844566712517
eu0.17427969079409697
sk0.16370106761565834
pl0.16191155492154066
yo0.15345821325648418
fi0.13729809104258442
hu0.12898443291326908
lt0.12509307520476545
sl0.1138763197586727
it0.11119515885022693
fr0.1051028179741051
lv0.09266409266409267
cs0.0784313725490196
vi0.07770800627943485
tl0.06967537608867774
is0.05394524959742351
pt0.050888529886914384
az0.04781199351701783
ro0.04781199351701783
sq0.04781199351701783
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. I don't speak... whatever that is. German? Look, I just need to know if you saw anyone leaving the property. A truck? A hiker? Anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.8131296717582059
tl0.5977614550542147
sv0.42871336313959263
no0.42384769539078154
ro0.389920424403183
nl0.37938478143551
da0.37904967602591794
yo0.37261320240043644
it0.3593314763231198
ca0.3424814179531161
sq0.34097421203438394
de0.33679354094579006
cs0.33641084824004613
hr0.3101379724055189
et0.3017607771706133
ms0.2896849907350216
pl0.2735312697409981
fr0.2703045685279188
sk0.254698639014906
lt0.2517891997397528
is0.25130208333333337
hu0.24688932547478712
es0.23384410393071284
sl0.23333333333333334
lv0.2255892255892256
pt0.20249653259361997
az0.19748778785764132
eu0.16180758017492713
tr0.15874177029992684
vi0.10366328916601715
be0.05737704918032788
fi0.05193734542456719
uk0.05193734542456719
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es war kein Mensch. Da war ein Schatten zwischen den Bäumen, und dann war er einfach weg. Wie vom Erdboden verschluckt. Ich habe versucht, ein Foto zu machen, aber meine Hände haben zu sehr gezittert. Sehen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8221614227086183
nl0.5830660679923028
no0.5094339622641509
sv0.4080145719489982
da0.38650306748466257
es0.3404363267376966
is0.2857142857142857
fi0.28335170893054024
tr0.2537313432835821
ca0.2507204610951009
pl0.24898902368573078
en0.24637681159420294
pt0.23842999414176916
eu0.21828021647624776
it0.20098340503995082
ro0.19454770755885997
fr0.1552956465237167
tl0.14077990746860541
sl0.13333333333333333
sk0.13275517011340895
lv0.12339851652056641
hr0.11983750846310087
hu0.11804613297150611
lt0.11444141689373298
az0.11262798634812286
ms0.10958904109589042
cs0.10529938059187888
et0.10406616126809097
yo0.05454545454545454
vi0.046221570066030816
sq0.04341427520235468
reliabletrue
passestrue
4
name"Hunter"
dialogue"I’m not following a word of that, ma'am. Is that the camera? Did you get a shot of the suspect? Just show me the display screen. If you've got a lead on these disappearances, I need to see it now."
detectedLang"en"
heavyLang"en"
scores
en0.8126463700234192
tl0.6102630724261123
fr0.4621246077991932
nl0.4621246077991932
ca0.41888619854721554
it0.41147621383030897
yo0.41002949852507375
et0.3957703927492447
sq0.3640699523052464
no0.3613624268227781
es0.35656836461126007
pt0.35275080906148865
ro0.35064935064935066
cs0.329608938547486
sv0.31934203062960864
sk0.28486293206197855
ms0.28014397120575885
hr0.27492447129909364
pl0.2727272727272727
is0.25880172946263125
lv0.25696594427244585
da0.24670433145009416
de0.245757385292269
hu0.23906150919467345
fi0.2366412213740458
sl0.19946631087391595
lt0.17184265010351968
tr0.15789473684210525
az0.099774943735934
vi0.099774943735934
hi0.06542056074766354
be0.05511811023622047
eu0.05511811023622047
uk0.0498812351543943
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich habe Angst, wieder dorthin zu gehen. Die Polizei in dieser Stadt... verstehen Sie mich denn gar nicht? Es ist etwas Schlimmes passiert. Jemand ist verschwunden, oder?"
detectedLang"de"
heavyLang"de"
scores
de0.8300395256916997
nl0.5619396903015484
da0.4432936302433972
no0.3898978433598184
en0.38536306460834757
sv0.3562874251497006
pl0.35474189675870343
it0.34610705596107055
ro0.33353998760074394
fr0.31746031746031744
es0.28902116402116407
ca0.2657103825136612
sq0.26420260095824777
ms0.2586206896551724
hu0.2471988795518207
sl0.22382671480144403
pt0.22326589595375723
tr0.21071953010279001
lv0.20722713864306785
yo0.19716206123973115
lt0.19172932330827067
az0.168600154679041
sk0.16342412451361868
eu0.16277258566978192
cs0.15086887835703003
fi0.13793103448275862
tl0.13515687851971037
et0.12530512611879577
hr0.1245928338762215
is0.10936205468102735
hi0.08975444538526672
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I’m sure it’s a great camera, but I need facts, not a travelogue. We're dealing with missing persons here. Let’s try again, nice and slow. Did. You. See. A. Man?"
detectedLang"en"
heavyLang"en"
scores
en0.8075117370892019
tl0.6002340093603744
nl0.5142180094786729
fr0.48179979777553084
da0.4408074195308238
sv0.4318181818181818
ro0.40990213010938403
ca0.40579710144927533
it0.37689969604863216
no0.3613707165109034
et0.35290404040404044
ms0.33224755700325737
de0.32074221338634856
es0.3157543391188251
pt0.28720445062586925
lv0.2771509167842031
hr0.27664079040225825
sq0.27201704545454547
cs0.26733380986418864
tr0.26046176046176045
is0.25616835994194487
lt0.23278443113772454
yo0.2293233082706767
pl0.220532319391635
hu0.21815408085430968
sk0.20295489891135304
az0.20046801872074882
sl0.13429054054054054
fi0.120926243567753
vi0.11485319516407601
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich weiß nicht, was Sie sagen! Bitte, es war so dunkel... so unheimlich. Ich will nur nach Hause."
detectedLang"de"
heavyLang"de"
scores
de0.8274374460742019
en0.512987012987013
nl0.48674080410607357
no0.455535390199637
da0.3704092339979014
es0.2779783393501805
sk0.27710843373493976
pl0.27448609431680776
yo0.26199261992619927
et0.24146649810366622
fr0.22380336351875807
tl0.21671018276762402
sl0.2010652463382157
ca0.19678714859437751
sv0.1712707182320442
lv0.16666666666666666
hu0.1452991452991453
cs0.14285714285714285
ms0.14285714285714285
vi0.14163090128755365
lt0.13169319826338638
is0.12536443148688048
fi0.11242603550295857
it0.1111111111111111
reliabletrue
passestrue
8
name"Hunter"
dialogue"Blast it. I need a translator. Listen, don't leave town, okay? Stay right here in Alborn. We—"
detectedLang"en"
heavyLang"en"
scores
en0.7779751332149201
tl0.5647632311977716
de0.5328849028400598
nl0.5199692780337941
no0.5158791634391944
pl0.4987971130713713
sq0.4906275468622657
ro0.4877049180327869
sv0.486863711001642
da0.48175787728026537
hr0.45652173913043476
it0.4488536155202822
sl0.4434550311665183
et0.4323342415985468
yo0.4153414405986903
lv0.37311935807422264
cs0.3648373983739837
ca0.35831622176591377
pt0.35500515995872034
fr0.3482794577685088
sk0.34141201264488935
hu0.3265086206896552
is0.31842966194111233
tr0.30709534368070956
az0.30632630410654826
es0.3032329988851728
ms0.29218573046432617
eu0.2889647326507395
fi0.2865296803652968
vi0.26122931442080377
lt0.2532855436081242
be0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
9
name"Hunter"
dialogue"Duty calls. That's the station. Stay put, Melanie—or whatever your name is. We aren't finished yet."
detectedLang"en"
heavyLang"en"
scores
en0.8007968127490039
tl0.5195861049519587
nl0.5134730538922155
fr0.44349315068493156
da0.4122965641952984
de0.4058500914076782
sv0.391955098222638
no0.3879472693032015
ms0.37076476282671833
yo0.37076476282671833
pl0.32150313152400833
hr0.2857142857142857
sq0.2737430167597766
ro0.26719278466741825
it0.23258559622195982
sk0.22894424673784108
et0.19554455445544552
hu0.19154228855721395
lt0.18444165621079048
es0.12634408602150538
is0.12398921832884095
ca0.11924119241192413
fi0.11202185792349727
zh0.10591471801925723
pt0.09972299168975068
az0.08835904628330996
cs0.08835904628330996
lv0.08835904628330996
sl0.08835904628330996
tr0.08321579689703808
reliabletrue
passestrue
10
name"Melanie"
dialogue"Warten Sie! Gehen Sie jetzt einfach? Ich habe doch versucht, es Ihnen zu erklären!"
detectedLang"de"
heavyLang"de"
scores
de0.8427672955974843
nl0.41798941798941797
pl0.375
es0.3373493975903614
ca0.3341404358353511
sv0.3276283618581907
no0.3002544529262086
eu0.26568758344459276
is0.2537313432835821
hu0.2403314917127072
fi0.23822714681440443
da0.23611111111111113
lt0.233983286908078
sk0.18397626112759644
lv0.1791044776119403
ms0.12420382165605094
it0.11575562700964631
tr0.11290322580645161
en0.10277324632952692
fr0.10277324632952692
pt0.10277324632952692
az0.09688013136288999
ro0.09688013136288999
sq0.09688013136288999
reliabletrue
passestrue