Run: 2026-07-25-01KYCVF63ERS90VZY2CJRH7SGA

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
5.4s
Cost:
$0.005285
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
Melanie: "Wunderschön... Das Licht auf den Apfelbäumen ist einfach perfekt." Hunter: "Excuse me, miss. Mind if I intrude for a second? Detective Hunter, St. Louis County Sheriff’s Office." Melanie: "Oh! Hallo. Ähm... Guten Tag?" Hunter: "Right. Look, I’m investigating the disappearance of Thomas Miller. He went missing near the old orchard late yesterday afternoon. I noticed you’ve got a pretty heavy-duty camera there. Were you taking photos near the festival grounds around four o'clock?" Melanie: "Entschuldigung? Ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?" Hunter: "Uh, no. No German. English? Do you speak any English? Look—photo? Yesterday? Did you see this man?" Melanie: "Ah, das Foto! Warten Sie... Oh Gott, gestern Abend beim Fotografieren... Ich habe etwas Furchtbares gesehen. Da war ein Mann im Nebel. Zwei andere Gestalten haben ihn gepackt und in einen schwarzen Van gezerrt! Es ging so schnell. Ich... ich hatte solche Angst!" Hunter: "Whoa, slow down. I don't catch a word of that. You look like you've seen a ghost. Did you see Thomas? Was he... was he with someone?" Melanie: "Ich habe versucht, ein Foto zu machen, aber es war zu dunkel! Ich bin einfach nur weggelaufen. Ich wollte zur Polizei, aber ich weiß doch gar nicht, wie ich das auf Englisch sagen soll! Ist dem Mann etwas Zugestoßen? Ist er tot?" Hunter: "Ma'am, please. I need a yes or a no, or maybe... can you just show me the pictures on that screen?" Melanie: "Hier, sehen Sie! Das Bild hier, ganz verschwommen! Erkennen Sie die Gestalten? Ich habe seit gestern kein Wort geschlafen, mir zittern immer noch die Hände..." Hunter: "Okay, that's definitely a blurry black van, and... wait, are those two people standing by the trunk?" Melanie: "Ja! Genau da! Es war ein Überfall! Bitte sagen Sie mir, dass Sie diese bösen Menschen fangen können!" Hunter: "Damn it, I wish I knew what you were saying. But this photo... this actually gives us a timeframe." [Hunter's phone rings loudly with a harsh chime. He pulls it from his belt and checks the screen.] Hunter: "Hunter... What? You found his truck down by the creek? On my way." Melanie: "Müssen Sie gehen? Was ist passiert? Haben Sie ihn gefunden?" Hunter: "Look, miss—don't leave town, okay? Stay right here in Alborn. I'm going to go get an interpreter from the station and I'll be back for that camera. Just... stay safe, alright?" Melanie: "Bitte passen Sie auf sich auf! Auf Wiedersehen!"
created_at"2026-07-25T14:39:34.01Z" 7/25/2026, 2:39:34 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency455
moderation_latency(null)
generation_time5318
tokens_prompt306
tokens_completion630
native_tokens_prompt288
native_tokens_completion647
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)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
service_tier"default"
usage0.0052845
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"pspkaqmYBMCS-8YP-bHWiAY"
is_byokfalse
latency454
model_permaslug"google/gemini-3.6-flash-20260721"
provider_name"Google AI Studio"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784990374-fp6Cm2wFJzEqJNgL4XJE"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784990374-Aqncgdz2SjRgEN4ExQFx"
upstream_id"pspkaqmYBMCS-8YP-bHWiAY"
total_cost0.0052845
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Wunderschön... Das Licht auf den Apfelbäumen ist einfach perfekt."
detectedLang"de"
heavyLang"de"
scores
de0.813818783616053
nl0.5119305856832972
sv0.4538834951456311
da0.4063324538258575
pt0.3440233236151603
no0.3333333333333333
en0.26229508196721313
tr0.25864909390444807
es0.2474916387959866
ro0.2474916387959866
it0.24496644295302009
eu0.21602787456445993
is0.21052631578947367
hi0.1906474820143885
cs0.17279411764705882
ms0.16356877323420074
ca0.1346153846153846
fr0.1346153846153846
sq0.1346153846153846
tl0.12280701754385964
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Mind if I intrude for a second? Detective Hunter, St. Louis County Sheriff’s Office."
detectedLang"en"
heavyLang"en"
scores
en0.7691817892390959
tl0.648910411622276
fr0.5903954802259888
no0.5852402745995423
ro0.52365308804205
it0.5071380013596193
da0.4858156028368794
nl0.4617668893838158
pt0.4585511575802838
sq0.4552967693463561
sv0.4520030234315949
ca0.4444444444444444
de0.4091279543602282
es0.39784053156146176
yo0.39784053156146176
et0.3829787234042553
hr0.30488974113135187
hu0.30019305019305015
cs0.2988394584139265
sl0.29543245869776485
sk0.2757242757242757
pl0.24163179916317992
ms0.22126745435016112
tr0.22126745435016112
lt0.16666666666666666
fi0.15990730011587484
is0.15990730011587484
az0.15501165501165504
lv0.15501165501165504
vi0.15501165501165504
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
2
name"Melanie"
dialogue"Oh! Hallo. Ähm... Guten Tag?"
detectedLang"de"
heavyLang"de"
scores
de0.725705329153605
sv0.5668316831683169
nl0.5524296675191815
fi0.5345744680851064
no0.4631901840490798
da0.453125
es0.453125
eu0.4318181818181818
it0.34944237918215615
az0.3137254901960784
hu0.3137254901960784
is0.3137254901960784
en0.2768595041322314
et0.2768595041322314
tr0.2768595041322314
reliabletrue
passestrue
3
name"Hunter"
dialogue"Right. Look, I’m investigating the disappearance of Thomas Miller. He went missing near the old orchard late yesterday afternoon. I noticed you’ve got a pretty heavy-duty camera there. Were you taking photos near the festival grounds around four o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.790336712980348
tl0.651622296173045
nl0.5064820271066589
fr0.5008939213349225
no0.48917352851479107
de0.46124155677066575
da0.44462864721485407
it0.4259766963673749
pt0.42081604426002767
ca0.41961191961191957
sv0.4190079778009018
es0.41228070175438597
ro0.3472330475448169
sk0.33426073131955486
sq0.3256843800322061
hr0.3245967741935484
yo0.32323232323232326
ms0.31041580897488674
cs0.29443976411120476
et0.28965224766751485
is0.2875372182050191
fi0.2770824341821321
sl0.2723718505647263
lv0.26951591801133884
lt0.25022381378692926
az0.23794358507734303
tr0.19315992292870904
pl0.1927710843373494
hu0.18451801363193768
vi0.07356194690265487
hi0.043949771689497714
be0.040114613180515755
eu0.040114613180515755
uk0.03624856156501727
reliabletrue
passestrue
4
name"Melanie"
dialogue"Entschuldigung? Ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8372271160474913
nl0.5473908413205538
pl0.34815950920245403
sk0.3122977346278317
lt0.28209459459459457
sv0.2796610169491525
ca0.2722602739726028
da0.256993006993007
it0.24911660777385158
no0.247787610619469
is0.24242424242424243
en0.236983842010772
ms0.2085661080074488
sl0.20560747663551404
cs0.1904761904761905
hr0.1533864541832669
hu0.1448692152917505
es0.1290983606557377
fr0.1290983606557377
pt0.1290983606557377
az0.121900826446281
ro0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
5
name"Hunter"
dialogue"Uh, no. No German. English? Do you speak any English? Look—photo? Yesterday? Did you see this man?"
detectedLang"en"
heavyLang"en"
scores
en0.8024830699774267
tl0.5661157024793388
ca0.40136830102622584
nl0.37648456057007124
cs0.36286407766990286
pt0.358974358974359
hr0.3581907090464548
no0.34210526315789475
sv0.33879093198992444
de0.33375634517766495
lv0.31282722513089006
ro0.3073878627968338
sk0.2981283422459893
pl0.29340511440107675
es0.2827868852459016
da0.2768595041322314
fr0.26573426573426573
sq0.26264044943820225
et0.2446043165467626
it0.23802612481857763
tr0.23133235724743775
ms0.2128935532233883
sl0.18604651162790697
vi0.17452830188679244
lt0.1518578352180937
yo0.12935323383084577
hi0.12790697674418602
az0.11764705882352942
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ah, das Foto! Warten Sie... Oh Gott, gestern Abend beim Fotografieren... Ich habe etwas Furchtbares gesehen. Da war ein Mann im Nebel. Zwei andere Gestalten haben ihn gepackt und in einen schwarzen Van gezerrt! Es ging so schnell. Ich... ich hatte solche Angst!"
detectedLang"de"
heavyLang"de"
scores
de0.8044759956683912
nl0.536905101168424
no0.4821542383683875
da0.3888679954870252
es0.37834736036725325
ca0.37234453456933175
sv0.3649863227823369
pl0.3460764587525151
it0.34263754045307443
tr0.3183724832214765
sl0.30466409927257165
pt0.29132141299607506
ro0.28445618670189343
sk0.27422956677087984
en0.27293064876957496
tl0.2552703941338222
eu0.24872861766065651
hr0.20382165605095542
lv0.1875
is0.1767983789260385
fi0.1670937980522809
lt0.16237113402061853
fr0.1527632950990615
yo0.1509926854754441
cs0.14698162729658792
az0.1328708644610459
hu0.12209616423554835
ms0.11540555253130104
sq0.11202185792349727
et0.10022148394241417
vi0.09065472859541131
reliabletrue
passestrue
7
name"Hunter"
dialogue"Whoa, slow down. I don't catch a word of that. You look like you've seen a ghost. Did you see Thomas? Was he... was he with someone?"
detectedLang"en"
heavyLang"en"
scores
en0.8028283927114496
tl0.5037645448323067
yo0.4715743440233236
no0.4414483821263482
de0.39983443708609273
nl0.3927973199329984
sv0.3813993174061433
et0.33668801463860937
da0.3354720439963337
ca0.3348623853211009
es0.33118081180811804
cs0.3028846153846154
it0.3028846153846154
pt0.28075396825396826
hr0.257172131147541
pl0.24163179916317992
ro0.240041928721174
is0.23844537815126046
lt0.23844537815126046
hu0.2352320675105485
fr0.2229367631296892
sq0.22126745435016112
lv0.2204301075268817
sk0.21790722761596548
fi0.1751990898748578
tr0.16857798165137614
ms0.16281755196304848
az0.15501165501165504
vi0.15501165501165504
sl0.11042944785276074
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ich habe versucht, ein Foto zu machen, aber es war zu dunkel! Ich bin einfach nur weggelaufen. Ich wollte zur Polizei, aber ich weiß doch gar nicht, wie ich das auf Englisch sagen soll! Ist dem Mann etwas Zugestoßen? Ist er tot?"
detectedLang"de"
heavyLang"de"
scores
de0.831081081081081
nl0.52697967764541
no0.44168734491315137
da0.41202090592334495
sv0.29245283018867924
is0.27807486631016043
en0.2753623188405797
ro0.2690850027070926
ca0.2557883131201764
ms0.24412094064949608
pt0.24284913067863154
es0.2407199100112486
pl0.23900789177001125
sk0.22055427251732102
lv0.2025989367985824
cs0.19642857142857142
et0.18032786885245902
lt0.15887850467289721
tr0.15835411471321695
hu0.15572232645403375
fr0.14502849905003165
it0.1406747294716741
hr0.1395793499043977
sl0.11067193675889328
fi0.10299003322259136
tl0.09999999999999999
sq0.09456740442655936
az0.09029649595687331
hi0.07280219780219781
eu0.06509695290858726
reliabletrue
passestrue
9
name"Hunter"
dialogue"Ma'am, please. I need a yes or a no, or maybe... can you just show me the pictures on that screen?"
detectedLang"en"
heavyLang"en"
scores
en0.8117469879518071
tl0.659400544959128
ca0.5710363761153054
et0.5332337565347274
fr0.5155038759689923
no0.5078740157480316
nl0.43541102077687444
ro0.4349005424954792
sv0.4202226345083488
es0.4164332399626517
pt0.41479400749063666
hr0.4131455399061033
sq0.40870387890255444
it0.3902439024390244
cs0.3842364532019704
pl0.3842364532019704
yo0.3830207305034551
fi0.37311935807422264
sk0.3705941591137966
da0.36612576064908725
lv0.35699588477366256
tr0.3329775880469584
ms0.2647058823529412
hu0.26297169811320753
az0.251497005988024
sl0.22166874221668745
lt0.1883116883116883
de0.1819371727748691
is0.18086500655307994
vi0.17546174142480211
hi0.11847672778561354
be0.10071942446043164
eu0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
10
name"Melanie"
dialogue"Hier, sehen Sie! Das Bild hier, ganz verschwommen! Erkennen Sie die Gestalten? Ich habe seit gestern kein Wort geschlafen, mir zittern immer noch die Hände..."
detectedLang"de"
heavyLang"de"
scores
de0.8248145094806266
nl0.592911877394636
sv0.5095210617426428
no0.42953020134228187
fi0.3205435651478817
da0.3161705551086082
fr0.31006493506493504
en0.27597955706984667
pt0.2735042735042735
it0.21514312096029548
pl0.2107706592386258
ca0.20560747663551404
is0.1474423269809428
es0.14400805639476336
ro0.1326530612244898
sk0.1273100616016427
eu0.11917098445595854
hr0.10526315789473685
tr0.09862142099681867
yo0.09381663113006397
lt0.08306364617044228
tl0.08306364617044228
hu0.07809110629067245
az0.06490649064906491
sq0.06490649064906491
reliabletrue
passestrue
11
name"Hunter"
dialogue"Okay, that's definitely a blurry black van, and... wait, are those two people standing by the trunk?"
detectedLang"en"
heavyLang"en"
scores
en0.7952684258416742
tl0.5918984280532044
nl0.5154343144292892
sk0.4819646968534152
da0.4693396226415094
fr0.43983402489626555
ro0.42060085836909866
sq0.4150779896013865
no0.4015957446808511
ca0.3773062730627306
cs0.37267657992565056
es0.3503368623676612
it0.3401759530791789
sv0.3330039525691699
hr0.3263473053892215
yo0.32499999999999996
pl0.3119266055045872
ms0.3091095189355169
is0.30626927029804724
pt0.29906542056074764
hu0.29319371727748694
de0.2902208201892744
vi0.2524916943521595
lt0.25
az0.23120728929384965
sl0.19642857142857142
tr0.1758241758241758
fi0.17279411764705882
et0.1646039603960396
eu0.09395973154362416
lv0.09395973154362416
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ja! Genau da! Es war ein Überfall! Bitte sagen Sie mir, dass Sie diese bösen Menschen fangen können!"
detectedLang"de"
heavyLang"de"
scores
de0.8273310310804145
no0.5412844036697247
nl0.5208761122518822
da0.5121951219512195
sv0.5046001415428167
es0.3939393939393939
et0.33014354066985646
hu0.3150684931506849
is0.3137254901960784
it0.27083333333333337
fi0.27007299270072993
ca0.2677824267782427
pl0.2670157068062827
lv0.25133689839572193
en0.2391304347826087
hr0.2374727668845316
pt0.23076923076923078
sl0.2248062015503876
az0.2072480181200453
tr0.2009132420091324
yo0.1764705882352941
tl0.16467780429594273
eu0.15048543689320387
lt0.11504424778761062
sk0.10714285714285714
sq0.0967741935483871
ro0.08735332464146023
vi0.08256880733944955
reliabletrue
passestrue
13
name"Hunter"
dialogue"Damn it, I wish I knew what you were saying. But this photo... this actually gives us a timeframe."
detectedLang"en"
heavyLang"en"
scores
en0.8084291187739464
tl0.6257018091079227
fr0.49238578680203043
ca0.4800693240901213
da0.4480220791168353
cs0.4017946161515453
ro0.40059940059940063
no0.38524590163934425
hr0.3541442411194833
es0.33920704845814975
pt0.33184855233853006
sq0.3273542600896861
yo0.3197278911564626
sk0.3181818181818182
sv0.3174061433447099
tr0.29161747343565525
it0.2857142857142857
de0.27884615384615385
pl0.2779783393501805
hu0.2709599027946537
lv0.2673992673992674
lt0.19463087248322147
nl0.1935483870967742
is0.18699186991869918
az0.18144611186903137
vi0.18144611186903137
et0.17355371900826447
sl0.13043478260869565
hi0.1137370753323486
be0.1044776119402985
eu0.1044776119402985
fi0.09502262443438914
ms0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter... What? You found his truck down by the creek? On my way."
detectedLang"en"
heavyLang"en"
scores
en0.8329402515723271
tl0.6502057613168725
cs0.46540880503144655
sk0.41135734072022156
pl0.4089012517385257
fr0.3786549707602339
nl0.3675595238095238
da0.36661698956780925
ca0.35703479576399394
de0.29983525535420097
yo0.29983525535420097
no0.2892976588628763
et0.2659758203799654
fi0.2608695652173913
sv0.2582897033158813
ms0.24377224199288253
sq0.24377224199288253
es0.2085661080074488
hr0.17153996101364524
hi0.1650294695481336
it0.1290983606557377
pt0.1290983606557377
ro0.121900826446281
sl0.121900826446281
tr0.121900826446281
reliabletrue
passestrue
15
name"Melanie"
dialogue"Müssen Sie gehen? Was ist passiert? Haben Sie ihn gefunden?"
detectedLang"de"
heavyLang"de"
scores
de0.8357289527720739
nl0.587203302373581
no0.5375722543352601
tr0.50186799501868
da0.49748743718592964
sv0.4784876140808344
es0.3911719939117199
en0.3670886075949367
it0.332220367278798
ca0.32088285229202035
is0.2920353982300885
az0.23371647509578544
eu0.22330097087378642
pl0.21875
hi0.20948616600790515
hu0.20634920634920634
pt0.20634920634920634
fr0.19678714859437751
fi0.18032786885245902
yo0.17864476386036962
sq0.16666666666666666
et0.13978494623655913
ms0.13978494623655913
reliabletrue
passestrue
16
name"Hunter"
dialogue"Look, miss—don't leave town, okay? Stay right here in Alborn. I'm going to go get an interpreter from the station and I'll be back for that camera. Just... stay safe, alright?"
detectedLang"en"
heavyLang"en"
scores
en0.8063480068014358
tl0.6115953012504736
yo0.47890188103711234
de0.47677386421643697
no0.42833240379252646
da0.4280133928571429
fr0.41992076966610076
sv0.41327990841442475
ro0.3854916067146283
nl0.3810386473429952
it0.359375
ms0.32874918140144077
sl0.31848404255319146
pl0.3152972611890447
sq0.30929919137466305
ca0.29504814305364513
es0.2827151854443667
lt0.2641780330222541
tr0.24853372434017595
sk0.24521354933726064
pt0.23507462686567165
et0.22171602126044038
hu0.2103235747303544
cs0.20910493827160492
lv0.20910493827160492
hr0.20357420357420358
az0.17271993543179984
eu0.15359207266721717
vi0.14369256474519632
is0.08888888888888889
fi0.07407407407407407
zh0.06987295825771324
reliabletrue
passestrue
17
name"Melanie"
dialogue"Bitte passen Sie auf sich auf! Auf Wiedersehen!"
detectedLang"de"
heavyLang"de"
scores
de0.8417721518987342
nl0.5641838351822505
sv0.4897959183673469
no0.4878957169459963
da0.4869402985074627
it0.47619047619047616
pl0.4575936883629191
et0.39293598233995586
en0.3648960739030023
eu0.2948717948717949
ca0.28756476683937826
pt0.2744063324538259
fr0.26273458445040215
fi0.24242424242424243
is0.19117647058823528
ms0.19117647058823528
reliabletrue
passestrue