Run: 2026-07-25-01KYCWBJTBJYPJZ1GTEDZB4VN9

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
13.9s
Cost:
$0.019446
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Detective Hunter. I'm investigating an incident that took place down near the old apple orchard last night. Mind if I ask you a few questions?" Marie: "Pardon ? Je... je ne comprends pas ce que vous dites. Vous êtes policier ?" Hunter: "Whoa, hold on. French? Great. Look, miss, I don't speak a word of French. Do you speak any English? English?" Marie: "Non, désolée, pas du tout ! Mais... monsieur, s'il vous plaît, c'était absolument effrayant ! J'étais simplement en train de prendre des photos du coucher de soleil quand j'ai entendu ces cris terrible !" Hunter: "Okay, take a breath. I can tell you're shaken up about something, but you're going to have to slow down. Did you see a dark pickup truck near the orchard around eight o'clock?" Marie: "Regardez ! J'ai mon appareil photo ! J'ai appuyé sur le déclencheur par accident quand la voiture s'est enfuie ! Il y avait une ombre... quelqu'un tirait une autre personne vers les arbres !" Hunter: "Camera? Wait, were you taking pictures down by the trees last night? Can I see that?" Marie: "Non ! Ne touchez pas à mon appareil, s'il vous plaît ! Il est très fragile. Mais regardez l'écran... là ! Vous voyez cette silhouette derrière la camionnette ?" Hunter: "Easy, ma'am, I'm not going to grab it. Just hold it still. Is that... wait, zoom in on that tree line. Damn it, the rain made everything too blurry." Marie: "L'homme avait un grand manteau sombre. J'ai eu tellement peur que je suis restée cachée dans les buissons pendant des heures ! La pauvre personne qu'il a emmenée... elle ne bougeait plus !" Hunter: "I wish to God I knew what you were saying. You obviously saw whatever happened out there, didn't you? Look, just stay right here at this table. I'm going to call the station and see if anyone on dispatch speaks—" *(A loud cell phone ring interrupts him)* Hunter: "Hold that thought. Hunter... What? Where? Another disappearance down by the old trestle bridge? I'm two minutes away, don't touch anything until I get there." Marie: "Monsieur ? Vous partez déjà ? Mais la personne dans le verger... vous devez aller la chercher !" Hunter: "Listen to me. Stay. Here. Do not leave this cafe, do you understand? I am coming back for you and that camera, and I'm bringing someone who can translate." Marie: "Je ne comprends pas vos mots, mais... s'il vous plaît, faites attention ! L'homme dans le verger... il est dangerous !" Hunter: "Don't move. I'll be back."
created_at"2026-07-25T14:55:04.531Z" 7/25/2026, 2:55:04 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1410
moderation_latency(null)
generation_time13850
tokens_prompt303
tokens_completion1321
native_tokens_prompt284
native_tokens_completion2536
native_tokens_completion_images0
native_tokens_reasoning1890
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"
usage0.019446
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"SM5kaujMJubc_uMPoKDKkAo"
is_byokfalse
latency1410
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-1784991304-zvwThsg8HKHUW3d4IbQ7"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784991304-LZECP0xk0TAqQwXIhzVK"
upstream_id"SM5kaujMJubc_uMPoKDKkAo"
total_cost0.019446
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. I'm investigating an incident that took place down near the old apple orchard last night. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7899560817261791
tl0.6380388285620271
fr0.6360026472534744
ro0.5443247721623861
it0.5278969957081545
nl0.5089285714285715
pt0.507168458781362
ca0.49679780420860015
no0.4850187265917603
es0.47569113441372735
de0.4751908396946565
sv0.45652173913043476
da0.4370522006141249
sq0.4270833333333333
cs0.41737288135593226
et0.3692660550458715
hr0.3456276026174896
sl0.3369499698613623
ms0.32014833127317677
yo0.30423782416192285
sk0.29891650732950925
az0.2647058823529412
pl0.2557510148849797
hu0.25170068027210885
lt0.23076923076923078
tr0.20116194625998549
is0.2005813953488372
vi0.18032786885245902
lv0.15579432079815808
fi0.15188897455666925
eu0.13657770800627944
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon ? Je... je ne comprends pas ce que vous dites. Vous êtes policier ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7937671860678277
ca0.6299342105263158
es0.5726495726495726
lt0.5618305744888024
nl0.5557749259624877
it0.5389344262295082
ro0.533195020746888
pt0.5287958115183247
en0.5103373231773667
cs0.4827586206896552
sl0.4655581947743468
hr0.45255474452554745
tl0.4360902255639098
sq0.4155844155844156
ms0.412532637075718
de0.40711462450592883
pl0.3626062322946175
sk0.33920704845814975
lv0.29906542056074764
fi0.27652733118971057
tr0.2694805194805195
yo0.265905383360522
et0.26350245499181674
da0.26108374384236455
sv0.2598684210526316
hu0.25864909390444807
eu0.17279411764705882
no0.16512059369202228
az0.14285714285714285
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on. French? Great. Look, miss, I don't speak a word of French. Do you speak any English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8199083169613621
tl0.5693030540328896
hr0.4912118408880666
cs0.4874184529356943
ca0.4791666666666667
yo0.461839530332681
pl0.45436507936507936
sk0.4264859228362878
ro0.4216614090431125
da0.41798941798941797
no0.4155154091392136
pt0.4142705005324814
sq0.3699885452462772
it0.36562860438292966
et0.3373493975903614
sv0.33171324422843257
vi0.30730478589420657
es0.2948717948717949
is0.29214929214929214
fr0.2912371134020619
hu0.28848641655886154
de0.28756476683937826
fi0.2791612057667104
sl0.2763157894736842
nl0.26273458445040215
tr0.2109038737446198
lt0.20863309352517986
ms0.19708029197080293
az0.19472913616398244
lv0.19472913616398244
hi0.13249211356466878
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
3
name"Marie"
dialogue"Non, désolée, pas du tout ! Mais... monsieur, s'il vous plaît, c'était absolument effrayant ! J'étais simplement en train de prendre des photos du coucher de soleil quand j'ai entendu ces cris terrible !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7953451043338684
ca0.5641025641025641
en0.4942483141610472
pt0.4513769363166954
es0.42489851150202973
da0.4186046511627907
nl0.41540577716643745
de0.38524590163934425
no0.3737721021611002
sv0.3691241959426027
tl0.3563856638061585
it0.3393782383419689
eu0.3214475784992017
ro0.2668200115008626
sq0.26172553561088596
lt0.2337740384615385
tr0.2149014778325123
sk0.20112781954887218
cs0.17635658914728683
lv0.15618795499669094
sl0.1533864541832669
hu0.14886515353805072
ms0.1465863453815261
hr0.14025623735670936
vi0.13441955193482688
az0.1290983606557377
yo0.10963687150837989
fi0.1008462623413258
is0.09510290986515259
pl0.08993576017130622
hi0.05695266272189349
et0.04708520179372198
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, take a breath. I can tell you're shaken up about something, but you're going to have to slow down. Did you see a dark pickup truck near the orchard around eight o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.8117667658903871
tl0.6201413427561837
no0.382538770821367
da0.3635287152161042
yo0.32770481550969355
cs0.29322813938198555
fr0.2866622428666224
nl0.2857142857142857
ca0.28523936170212766
hr0.25450762829403606
pl0.2539902845246357
sv0.2539902845246357
sk0.2370475514549326
de0.22382671480144403
et0.21590080233406272
sl0.2118768328445748
sq0.20897718910963944
lv0.19172932330827067
lt0.18806646525679757
it0.18250950570342206
ro0.17561349693251532
tr0.1724403387220939
hu0.17180277349768877
ms0.16924265842349304
pt0.168600154679041
az0.16342412451361868
es0.16342412451361868
is0.11376751854905194
vi0.11009933774834438
be0.061135371179039305
eu0.061135371179039305
fi0.05536028119507908
uk0.05536028119507908
reliabletrue
passestrue
5
name"Marie"
dialogue"Regardez ! J'ai mon appareil photo ! J'ai appuyé sur le déclencheur par accident quand la voiture s'est enfuie ! Il y avait une ombre... quelqu'un tirait une autre personne vers les arbres !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7925642253071645
it0.5399858457183297
ca0.5358800428418422
es0.5229357798165137
en0.44086021505376344
ro0.3701550387596899
tl0.34902353530295444
de0.28532160527762507
pt0.268018018018018
da0.2550143266475645
sq0.2545871559633027
nl0.22665080309339675
no0.22665080309339675
az0.21164342025469984
yo0.1798107255520505
vi0.17773561037318156
cs0.17355371900826447
sl0.16452442159383035
sv0.1574854180168503
pl0.15254237288135594
lv0.15032679738562094
hu0.14473684210526316
hr0.1356382978723404
et0.12634408602150538
sk0.12634408602150538
hi0.10652920962199314
tr0.10406616126809097
fi0.09784871616932686
lt0.09154437456324248
ms0.06340057636887608
is0.046221570066030816
reliabletrue
passestrue
6
name"Hunter"
dialogue"Camera? Wait, were you taking pictures down by the trees last night? Can I see that?"
detectedLang"en"
heavyLang"en"
scores
en0.8201438848920863
tl0.6564647095565271
ca0.5162708883025505
et0.5128432240921169
fr0.47166186359269935
no0.461839530332681
da0.4494494494494495
sv0.44500504540867813
nl0.42767950052029136
ro0.42105263157894735
pl0.3888888888888889
cs0.36342592592592593
de0.3514150943396226
sq0.33973589435774315
sk0.3365500603136309
it0.33171324422843257
yo0.3276283618581907
tr0.29757343550446996
ms0.21428571428571427
lv0.20977011494252876
az0.20289855072463767
hr0.20174165457184323
is0.19590643274853803
es0.15254237288135594
fi0.12698412698412698
pt0.1143317230273752
sl0.1143317230273752
be0.11290322580645161
hu0.1085899513776337
lt0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
7
name"Marie"
dialogue"Non ! Ne touchez pas à mon appareil, s'il vous plaît ! Il est très fragile. Mais regardez l'écran... là ! Vous voyez cette silhouette derrière la camionnette ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7952457051538154
ca0.4943265910212136
it0.49131513647642683
ro0.36923076923076925
nl0.3492063492063492
es0.33998712169993567
pt0.31666666666666665
en0.25616835994194487
da0.24798239178283202
tr0.2457689477557027
sq0.23564504101416855
yo0.22641509433962262
vi0.19036334913112163
no0.17071197411003236
eu0.16801948051948054
lt0.16462917685411574
hu0.1639477977161501
de0.15914684167350288
fi0.14654454621149043
tl0.13355874894336434
sl0.11101474414570686
et0.10480349344978165
az0.10087719298245613
hr0.0992970123022847
lv0.09131205673758866
ms0.07574391343552751
cs0.07407407407407407
hi0.07071622846781504
reliabletrue
passestrue
8
name"Hunter"
dialogue"Easy, ma'am, I'm not going to grab it. Just hold it still. Is that... wait, zoom in on that tree line. Damn it, the rain made everything too blurry."
detectedLang"en"
heavyLang"en"
scores
en0.795134443021767
tl0.528023598820059
yo0.42979330007127586
nl0.36808846761453395
sv0.35064935064935066
da0.32318104906937395
pl0.2747053490480508
no0.2673992673992674
cs0.26199261992619927
lv0.2558139534883721
sl0.2558139534883721
hr0.2530345471521942
et0.24242424242424243
sq0.2300288739172281
is0.22854387656702024
ms0.22405431619786614
de0.21104536489151873
it0.21104536489151873
sk0.20556107249255212
fr0.1894630192502533
ca0.18032786885245902
lt0.17610710607621008
hu0.16142557651991615
fi0.15789473684210525
ro0.15074309978768577
az0.09502262443438914
hi0.09502262443438914
tr0.0888382687927107
reliabletrue
passestrue
9
name"Marie"
dialogue"L'homme avait un grand manteau sombre. J'ai eu tellement peur que je suis restée cachée dans les buissons pendant des heures ! La pauvre personne qu'il a emmenée... elle ne bougeait plus !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8054474708171206
ca0.6058217101273499
es0.5064540622627183
ro0.5036273386788851
en0.453551912568306
it0.44821731748726656
pt0.4036697247706422
no0.385633270321361
sv0.38476100331282537
nl0.3800667620410109
de0.37799043062200954
da0.3728895320791124
cs0.3670886075949367
hr0.3561168895492818
lv0.3557978196233895
yo0.34738955823293177
tl0.3431025770591208
sq0.34277047522750254
sk0.31398416886543534
sl0.30851063829787234
hu0.2896174863387978
et0.28295642581356867
tr0.2638731596828992
lt0.26094371802160315
pl0.2316784869976359
ms0.2058643860720831
az0.16183107672469374
fi0.14586070959264125
is0.1424802110817942
vi0.10591471801925723
eu0.051094890510948905
reliabletrue
passestrue
10
name"Hunter"
dialogue"I wish to God I knew what you were saying. You obviously saw whatever happened out there, didn't you? Look, just stay right here at this table. I'm going to call the station and see if anyone on dispatch speaks—"
detectedLang"en"
heavyLang"en"
scores
en0.8278326403326403
tl0.6049493142516398
da0.41758241758241754
fr0.4124168514412416
no0.40900981266726133
sv0.391643709825528
yo0.3567961165048544
et0.3414512922465209
de0.3308080808080808
cs0.3113305613305613
hr0.2937100213219616
sq0.284170718530524
ca0.2771412984178942
sk0.27197802197802196
nl0.25936277249860257
pl0.23542989036353149
it0.22695449241540255
ro0.2008443908323281
tr0.19108669108669107
es0.17031934877896054
sl0.16086130462317924
lv0.15766052129688493
lt0.15443522654754308
ms0.15172855313700384
fi0.14900449582530506
pt0.11489645958583836
az0.08683666436940041
hi0.0596167494677076
zh0.05492154065620542
be0.05017921146953405
hu0.048132183908045974
is0.045389048991354465
uk0.045389048991354465
vi0.045389048991354465
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hold that thought. Hunter... What? Where? Another disappearance down by the old trestle bridge? I'm two minutes away, don't touch anything until I get there."
detectedLang"en"
heavyLang"en"
scores
en0.8199495858840475
tl0.4929006085192698
da0.41348973607038125
fr0.37772246421904176
sq0.3634627625716105
no0.34210526315789475
cs0.33244325767690247
de0.3206521739130435
sk0.3160054719562244
ca0.2962702322308234
it0.2810927390366643
nl0.27219796215429404
ms0.2711370262390671
sv0.2625368731563422
pl0.23488905891354248
es0.23430321592649314
hr0.20948616600790515
pt0.2069785884218874
yo0.20191540303272149
ro0.1796554552912223
et0.17081260364842457
sl0.1624790619765494
is0.14015477214101463
tr0.11426040744021257
lt0.11190053285968028
fi0.06716417910447761
be0.06542056074766354
hu0.06279287722586692
az0.059266227657572904
lv0.059266227657572904
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
12
name"Marie"
dialogue"Monsieur ? Vous partez déjà ? Mais la personne dans le verger... vous devez aller la chercher !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8191136569189027
de0.592391304347826
it0.578355586788475
da0.5149555375909458
nl0.5020746887966805
en0.49281487743026203
ro0.47414548641542503
no0.4657168299198575
es0.4428969359331476
sv0.4291151284490961
tl0.4269340974212034
ca0.42363112391930835
pt0.42196531791907516
tr0.33774834437086093
yo0.3127147766323024
sl0.3079584775086505
sq0.27448609431680776
hu0.27184466019417475
az0.26380368098159507
et0.26199261992619927
hr0.2583436341161928
ms0.20844327176781002
lt0.19678714859437751
lv0.19678714859437751
pl0.17695473251028807
cs0.16897506925207756
sk0.16897506925207756
vi0.12280701754385964
eu0.11764705882352942
fi0.1044776119402985
is0.09502262443438914
reliabletrue
passestrue
13
name"Hunter"
dialogue"Listen to me. Stay. Here. Do not leave this cafe, do you understand? I am coming back for you and that camera, and I'm bringing someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.8068893528183716
tl0.6047008547008547
no0.5797364834166288
da0.542079207920792
de0.4674726540011514
ro0.4577960140679953
sv0.4407496977025393
nl0.44007263922518164
pt0.43734793187347926
hr0.4171392564587272
cs0.4138149556400507
it0.4104525175270874
sq0.4066709429121232
pl0.4009067357512954
es0.39104674127715605
sk0.37160326086956524
ca0.34443656980864634
fr0.3397573162027124
sl0.32580174927113703
yo0.30241327300150833
ms0.28516228748068007
tr0.27734375
lv0.26761678543151224
is0.23553719008264462
fi0.2213804713804714
vi0.22072451558550968
lt0.2018981880931838
et0.19001751313485116
az0.17704626334519571
eu0.1659152389540126
hu0.13712686567164178
hi0.08596837944664032
be0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
14
name"Marie"
dialogue"Je ne comprends pas vos mots, mais... s'il vous plaît, faites attention ! L'homme dans le verger... il est dangerous !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8074880509824748
en0.6040415073730202
it0.5422979797979798
ca0.5352564102564102
nl0.4704163623082542
lt0.465339233038348
de0.45652173913043476
ro0.4482496194824962
sl0.40082644628099173
es0.39482470784641066
da0.3917785234899329
yo0.3803418803418803
pt0.3712055507372073
no0.34329710144927533
tl0.33118081180811804
hr0.3262081784386617
sq0.2961165048543689
tr0.26693629929221435
az0.2624618514750763
sv0.25103305785123964
lv0.24714434060228452
fi0.2432150313152401
cs0.240041928721174
et0.2229367631296892
hu0.19889502762430938
ms0.1723744292237443
sk0.16666666666666666
pl0.11151960784313725
zh0.09600997506234414
reliabletrue
passestrue
15
name"Hunter"
dialogue"Don't move. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8067010309278352
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
tl0.39999999999999997
reliabletrue
passestrue