Run: 2026-07-25-01KYCTERZZRPWNAB44B676AWTZ

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
12.5s
Cost:
$0.015972
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Detective Hunter, Alborn PD. Mind if I ask you a few questions?" Isabella: "Prego? Ah... lei è un poliziotto? Oh, grazie a Dio! Deve aiutarmi, io... io sono ancora sconvolta..." Hunter: "Uh... right. Look, I'm looking for anyone who was down near the old apple orchard yesterday evening. Did you happen to see anything unusual?" Isabella: "Non capisco una sola parola di quello che sta dicendo! Non parlo inglese, mi dispiace! Ma la prego, guardi... guardi qui la mia macchina fotografica!" Hunter: "Whoa, slow down. I don't speak... whatever language that is. Italian? Look, lady, I just need a simple yes or no. Were you near the orchard?" Isabella: "L'ho visto! Ero lì per fotografare il paesaggio al tramonto, e poi... un uomo! C'era una figura strana che seguiva qualcun altro tra gli alberi! È stato terribile, è sparito nel nulla!" Hunter: "I have no idea what you're saying, ma'am. Why are you trembling like that? Did something happen out there?" Isabella: "No, io sto bene, ma quello che ho fotografato... guarda! Guarda lo schermo della fotocamera! Vedi questa sagoma scura tra i rami? C'era qualcuno lì!" Hunter: "Wait, hold on—are you trying to show me a picture? Let me see that." Isabella: "Sì, la foto! Guarda qui! Chi è questa persona? È l'uomo che cercano tutti in paese? Io... io ho davvero molta paura!" Hunter: "Okay, that... damn, that actually looks like a shadowy figure standing by the treeline. Wish I knew what you were trying to tell me about it." Isabella: "Per favore, mi dica che capisce la gravità della situazione! Devo chiamare l'ambasciata? Cosa sta succedendo in questa città?!" Hunter: "Ma'am, just hold that thought. Stay right here, I'm gonna try to pull up a translation app on my phone or get someone who—" Hunter: "Hunter. ...What? Another call from the north ridge? Where? ...Dammit. I'm on my way." Isabella: "Dove sta andando?! Non può lasciarmi qui da sola con questa foto! Che succede?!" Hunter: "Look, ma'am, I gotta go. Duty calls and it's an emergency. Keep that camera safe, stay right here at the cafe, and do not delete that photo. I'll be back!"
created_at"2026-07-25T14:21:52.008Z" 7/25/2026, 2:21:52 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1386
moderation_latency(null)
generation_time12386
tokens_prompt308
tokens_completion1061
native_tokens_prompt288
native_tokens_completion2072
native_tokens_completion_images0
native_tokens_reasoning1482
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"
usage0.015972
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"gMZkaqywB9qejMcPhqT-oAY"
is_byokfalse
latency1386
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-1784989312-Sf4Xi7lzTve0Fl7BGD8o"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989312-UCFC8uQMb11jhLBx4dpx"
upstream_id"gMZkaqywB9qejMcPhqT-oAY"
total_cost0.015972
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"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter, Alborn PD. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7504340277777778
it0.609375
fr0.58810888252149
ca0.5325203252032521
ro0.5267489711934157
pt0.5247933884297521
tl0.5208333333333333
sq0.46808510638297873
es0.45907808090310437
no0.4465832531280077
sv0.4323790720631787
nl0.4096509240246407
cs0.40228690228690234
da0.3960084033613445
hr0.3561030235162374
hu0.35101580135440186
et0.3495475113122172
sl0.3458475540386803
de0.2936117936117936
pl0.2866004962779156
ms0.26376440460947503
tr0.26376440460947503
yo0.26376440460947503
sk0.25997425997426
lt0.20138888888888887
fi0.1935483870967742
is0.1935483870967742
az0.18785310734463279
lv0.18785310734463279
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
uk0.0987460815047022
reliabletrue
passestrue
1
name"Isabella"
dialogue"Prego? Ah... lei è un poliziotto? Oh, grazie a Dio! Deve aiutarmi, io... io sono ancora sconvolta..."
detectedLang"it"
heavyLang"it"
scores
it0.805356586733105
ro0.5158791634391944
pt0.5047543581616482
ca0.497588424437299
es0.46167097329888035
fr0.42502299908003677
pl0.39729990356798456
hr0.3811881188118812
yo0.36740890688259115
lv0.34279705573080965
hu0.3400211193241816
nl0.31015452538631344
tl0.3093922651933701
eu0.30632630410654826
sl0.30167597765363136
sq0.2889647326507395
az0.2857142857142857
no0.2715617715617716
fi0.26985981308411217
cs0.26297169811320753
en0.26122931442080377
sk0.2568370986920333
lt0.2128463476070529
da0.20584498094027956
et0.19562419562419564
sv0.19562419562419564
is0.1935483870967742
tr0.1925064599483204
de0.19041450777202074
ms0.1883116883116883
vi0.10071942446043164
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh... right. Look, I'm looking for anyone who was down near the old apple orchard yesterday evening. Did you happen to see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8070325900514581
tl0.6022978347326557
nl0.5019369120088545
no0.496080627099664
da0.4392523364485981
de0.42233632862644416
sv0.3701889433170049
fr0.34065934065934067
yo0.3103448275862069
pt0.2647058823529412
es0.2537313432835821
et0.2340425531914894
ms0.205648720211827
cs0.18845807033363388
is0.16743755781683625
sq0.16512059369202228
it0.15492957746478872
pl0.13043478260869565
sk0.12790697674418602
lv0.11937377690802348
sl0.11851126346718903
hr0.1141732283464567
lt0.10358565737051792
hu0.09456740442655936
ro0.08814589665653494
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non capisco una sola parola di quello che sta dicendo! Non parlo inglese, mi dispiace! Ma la prego, guardi... guardi qui la mia macchina fotografica!"
detectedLang"it"
heavyLang"it"
scores
it0.8018423307626392
es0.6432703432317779
fr0.5586832061068703
ca0.5478983382209188
ro0.5467907888290053
pt0.5256410256410257
tl0.4705208929593589
en0.40399484536082475
ms0.39856957087126144
pl0.39304461942257213
yo0.3878226340172072
sk0.3655692729766804
hr0.35674547983310156
sl0.3522408963585434
de0.34350603264726753
sq0.3397573162027124
et0.3218475073313783
cs0.31379821958456966
lt0.2762128325508607
nl0.26819620253164556
no0.26819620253164556
tr0.21940928270042195
vi0.21875
hu0.2018981880931838
lv0.16365280289330925
da0.1606170598911071
sv0.1606170598911071
az0.1223908918406072
fi0.09135559921414539
eu0.08596837944664032
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. I don't speak... whatever language that is. Italian? Look, lady, I just need a simple yes or no. Were you near the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.8056254287674366
tl0.6001881467544685
fr0.4606598984771573
no0.4603174603174603
ro0.45652173913043476
nl0.44841012329656066
ca0.43029490616621985
da0.41054091539528437
yo0.3997175141242938
sv0.38316400580551524
sq0.3684992570579495
pt0.3613824192336589
es0.36042136945071485
hr0.358974358974359
ms0.34615384615384615
et0.34362934362934366
it0.32324840764331214
hu0.30725346373268136
cs0.3055555555555556
is0.2697594501718213
pl0.2647058823529412
tr0.256993006993007
sk0.2563429571303587
de0.25569176882662
lt0.24174843889384479
lv0.236983842010772
sl0.20930232558139533
fi0.18815663801337154
az0.18426103646833014
eu0.14829659318637273
vi0.1353001017293998
be0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
5
name"Isabella"
dialogue"L'ho visto! Ero lì per fotografare il paesaggio al tramonto, e poi... un uomo! C'era una figura strana che seguiva qualcun altro tra gli alberi! È stato terribile, è sparito nel nulla!"
detectedLang"it"
heavyLang"it"
scores
it0.8106341898113769
ca0.5855006501950585
es0.5624571036376116
ro0.501953125
pt0.4912210694333599
fr0.4320712694877506
sq0.40531716417910446
de0.40308988764044945
en0.39458689458689455
lt0.3780487804878049
da0.37469347719470325
no0.3573588709677419
nl0.34982151963284036
sv0.3324607329842932
lv0.3314105925537494
ms0.32360742705570295
sl0.3170862346009641
az0.30668841761827076
yo0.2948008849557522
hr0.28850446428571425
sk0.28169014084507044
cs0.2784380305602716
tr0.2685025817555938
et0.2608695652173913
tl0.2595818815331011
pl0.24061941631923764
fi0.20212765957446807
is0.18216805644644002
hu0.15169660678642716
eu0.13147138964577657
vi0.0983026874115983
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have no idea what you're saying, ma'am. Why are you trembling like that? Did something happen out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8139287612971824
tl0.5492594977462975
no0.45098039215686275
da0.40978077571669475
ca0.3333333333333333
de0.33269780743565297
sv0.325626204238921
es0.3013972055888224
tr0.2693110647181628
ms0.26624737945492666
hr0.25531914893617025
ro0.2537313432835821
nl0.2374727668845316
pt0.23580786026200873
sq0.2324561403508772
pl0.22308546059933407
it0.21787709497206703
lv0.21700223713646533
cs0.2072480181200453
sk0.18887601390498263
hu0.18699186991869918
fr0.125
sl0.125
yo0.11054637865311309
be0.09090909090909091
az0.08256880733944955
et0.08256880733944955
is0.08256880733944955
lt0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
7
name"Isabella"
dialogue"No, io sto bene, ma quello che ho fotografato... guarda! Guarda lo schermo della fotocamera! Vedi questa sagoma scura tra i rami? C'era qualcuno lì!"
detectedLang"it"
heavyLang"it"
scores
it0.7816593886462883
ca0.5550351288056206
es0.4930629669156884
pt0.4859307359307359
tl0.4800218938149972
ro0.4010088272383354
sk0.4010088272383354
en0.39528962444302995
no0.3914157591287636
hr0.35767410412440837
sv0.3493150684931507
de0.3238434163701068
fr0.31899641577060933
pl0.3115942028985507
cs0.3065693430656934
sq0.30504754937820044
tr0.3004418262150221
lv0.28945400149588635
vi0.2808478425435276
et0.27921092564491656
ms0.2731446059678654
fi0.2560689115113547
yo0.24121405750798725
sl0.23201293451899754
da0.21292460646230324
lt0.21096345514950168
az0.19627749576988157
nl0.18872758326216907
hu0.13557779799818015
is0.12683823529411764
be0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
8
name"Hunter"
dialogue"Wait, hold on—are you trying to show me a picture? Let me see that."
detectedLang"en"
heavyLang"en"
scores
en0.8307236563690225
tl0.6615905245346869
cs0.5689655172413793
sl0.5475113122171946
et0.546485260770975
fr0.517490952955368
hr0.5012468827930174
yo0.5012468827930174
da0.477124183006536
ro0.477124183006536
sk0.45725915875169604
pl0.44751381215469616
pt0.4326241134751773
it0.4211287988422576
sq0.4211287988422576
fi0.4186046511627907
no0.40298507462686567
ca0.3700787401574803
es0.36908517350157727
nl0.36608557844690964
lv0.32432432432432434
lt0.3174061433447099
hu0.2805755395683453
ms0.2687385740402194
de0.25650557620817843
hi0.17355371900826447
tr0.16142557651991615
is0.15789473684210525
az0.14893617021276595
eu0.14893617021276595
vi0.14893617021276595
sv0.13606911447084233
reliabletrue
passestrue
9
name"Isabella"
dialogue"Sì, la foto! Guarda qui! Chi è questa persona? È l'uomo che cercano tutti in paese? Io... io ho davvero molta paura!"
detectedLang"it"
heavyLang"it"
scores
it0.8271092669432918
ca0.6316306483300589
es0.50199203187251
pt0.49562878278412914
ro0.4533527696793003
fr0.4004796163069544
yo0.39320388349514557
tl0.37707641196013286
no0.3567753001715266
en0.3556701030927836
fi0.33920704845814975
ms0.30167597765363136
sk0.29906542056074764
sl0.28977272727272724
nl0.2816091954022989
de0.2753623188405797
lv0.27466150870406186
hr0.2647058823529412
sv0.26108374384236455
az0.25224327018943166
sq0.23469387755102045
cs0.2299794661190965
vi0.22440537745604963
is0.22118380062305293
pl0.21548117154811713
et0.20718816067653278
tr0.20042643923240938
hu0.17035398230088497
da0.1638795986622074
eu0.10820451843043996
lt0.08759124087591241
reliabletrue
passestrue
10
name"Hunter"
dialogue"Okay, that... damn, that actually looks like a shadowy figure standing by the treeline. Wish I knew what you were trying to tell me about it."
detectedLang"en"
heavyLang"en"
scores
en0.8128898128898129
tl0.5858260469397147
no0.5426829268292682
da0.5024875621890548
nl0.4461538461538462
sq0.44581280788177335
cs0.441340782122905
pl0.4318181818181818
sk0.4292961318960051
fr0.41709844559585496
ro0.39999999999999997
et0.3844049247606019
yo0.36886395511921455
it0.3670886075949367
ms0.3644067796610169
hr0.36079545454545453
ca0.33920704845814975
pt0.3278566094100075
sl0.3248312078019505
es0.3098159509202454
lt0.303405572755418
tr0.2879746835443038
is0.2862807295796987
sv0.2753623188405797
lv0.2747784045124899
de0.23599320882852293
az0.22813036020583194
hu0.1985752448797863
fi0.18845807033363388
vi0.1287512100677638
be0.07216494845360825
eu0.07216494845360825
uk0.06542056074766354
ja0.06152241918665276
reliabletrue
passestrue
11
name"Isabella"
dialogue"Per favore, mi dica che capisce la gravità della situazione! Devo chiamare l'ambasciata? Cosa sta succedendo in questa città?!"
detectedLang"it"
heavyLang"it"
scores
it0.807141282785982
ro0.6053225078935498
ca0.5849146110056926
es0.5372818614489688
fr0.5075970737197524
sv0.45380774032459426
en0.45037688442211055
pt0.44302991725015917
sl0.423963133640553
sq0.38249823570924485
tl0.35756240822320123
nl0.3430930930930931
no0.32950191570881227
hr0.3169398907103825
pl0.2926434923201294
sk0.2578456318914334
ms0.25213675213675213
da0.24698795180722888
de0.24633936261843237
yo0.23447069116360456
fi0.2110009017132552
lt0.17452830188679244
cs0.1455078125
tr0.14383561643835618
lv0.14299706170421156
hu0.08854166666666667
az0.08759124087591241
vi0.08759124087591241
et0.08663883089770355
is0.07894736842105263
reliabletrue
passestrue
12
name"Hunter"
dialogue"Ma'am, just hold that thought. Stay right here, I'm gonna try to pull up a translation app on my phone or get someone who—"
detectedLang"en"
heavyLang"en"
scores
en0.8011089681774349
tl0.5843828715365239
fr0.49817518248175185
da0.46428571428571425
de0.4258872651356994
yo0.41113490364025695
nl0.3986880466472303
et0.3764172335600907
pl0.3707093821510297
sk0.3707093821510297
cs0.3692660550458715
sv0.3436754176610978
fi0.3319838056680162
no0.3226600985221675
ca0.3193069306930693
hr0.31478405315614616
sq0.27568042142230026
pt0.2653606411398041
vi0.260752688172043
es0.2580935251798561
it0.25474254742547425
sl0.24657534246575344
lv0.23892988929889297
lt0.23469387755102045
ro0.21203438395415475
tr0.20289855072463767
is0.175
hu0.15902140672782875
eu0.1424116424116424
az0.13522012578616352
ms0.12882787750791974
hi0.0924092409240924
zh0.08536585365853659
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter. ...What? Another call from the north ridge? Where? ...Dammit. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8205312275664034
tl0.5888157894736842
sv0.34895833333333337
fr0.3412384716732542
no0.33244325767690247
da0.32249322493224936
sq0.3006993006993007
es0.2711370262390671
yo0.2668621700879765
pl0.26035502958579887
de0.2492492492492493
cs0.24357034795764
sk0.24357034795764
ca0.2401215805471125
et0.23547400611620795
fi0.23076923076923078
pt0.2295839753466872
nl0.22720247295208654
ms0.21507064364207218
hr0.14965986394557826
hi0.14383561643835618
it0.11190053285968028
ro0.10554561717352416
sl0.10554561717352416
tr0.10554561717352416
reliabletrue
passestrue
14
name"Isabella"
dialogue"Dove sta andando?! Non può lasciarmi qui da sola con questa foto! Che succede?!"
detectedLang"it"
heavyLang"it"
scores
it0.8238130563798219
es0.6064623032311516
pt0.5581395348837209
fr0.5365853658536586
ro0.489247311827957
ca0.46808510638297873
sl0.4552752293577982
tl0.37745740498034075
en0.37335092348284965
hr0.3493150684931507
da0.33751743375174337
no0.32814710042432815
eu0.30758017492711365
vi0.2899850523168909
tr0.27370030581039756
ms0.2531446540880503
sk0.24000000000000002
de0.23387096774193547
nl0.23387096774193547
sv0.2313915857605178
lv0.22003284072249588
pl0.2096505823627288
az0.18244406196213425
fi0.1782006920415225
is0.13636363636363635
yo0.13636363636363635
cs0.11048689138576778
et0.11048689138576778
reliabletrue
passestrue
15
name"Hunter"
dialogue"Look, ma'am, I gotta go. Duty calls and it's an emergency. Keep that camera safe, stay right here at the cafe, and do not delete that photo. I'll be back!"
detectedLang"en"
heavyLang"en"
scores
en0.785929183059477
tl0.5776255707762556
yo0.43973349485160507
it0.4304187192118227
no0.40399484536082475
da0.39660795825179385
fr0.3825100133511349
sq0.34904996481351164
ro0.34490084985835695
pl0.33357348703170026
de0.3277616279069767
sv0.32333577176298467
es0.30763473053892215
ca0.2992424242424242
hu0.2890084550345888
cs0.26059152677857716
pt0.2522231204527081
nl0.24612876935615322
tr0.24118129614438064
vi0.23427152317880795
hr0.21875
ms0.1991341991341991
sk0.18069087688219662
sl0.17410714285714285
lt0.1590909090909091
et0.12982126058325494
fi0.10800385728061716
eu0.10106899902818271
hi0.07684630738522955
be0.07035175879396985
az0.06376518218623482
is0.06376518218623482
lv0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue