Run: 2026-09-03-01M1KRS94W74YZQSW1YJCHGHR8

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
6.5s
Cost:
$0.005620
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. I'm investigating the incident near the old apple orchard from last night. Were you out there with that camera?" Isabella: "Scusi? Non... non capisco l'inglese. Ma la prego, guardi... ho visto qualcosa di terribile nel bosco. C'era una persona... era buio, e ho sentito delle grida..." Hunter: "Whoa, slow down. I don't speak Italian, miss. Did you see Thomas Miller? Tall guy, red flannel jacket? Just need a simple yes or no." Isabella: "Non so chi sia Thomas! La macchina fotografica... deve guardare le foto! C'era un'ombra vicino al vecchio magazzino, e poi è sparita nel nulla. Sono così spaventata, non sono riuscita a dormire tutta la notte." Hunter: "Look, I need you to work with me here. English. Do you speak any English at all? Did anyone run past the festival grounds around nine?" Isabella: "Perché continua a parlare se non ci capiamo? Guardi lo schermo! Ho fotografato qualcosa che non doveva essere lì! Sangue... c'era una macchia scura sui rami delle mele!" Hunter: "Hold on... are you trying to show me the screen? Is there something on the camera?" Isabella: "Sì! La fotocamera! Prema qui, guardi questo scatto! Vede quella sagoma tra gli alberi? Qualcuno è in grave pericolo!" Hunter: "Alright, let me take a look at what you—" Hunter: "Hold that thought. Hunter here... What? Another sighting by the north ridge? Keep the perimeter secure, I'm two minutes out." Hunter: "Sorry, ma'am, I’ve got an active situation. Stay right here in the cafe. Don't go wandering back into those woods with that camera, hear me? I'll come back with a translator." Isabella: "Aspetti! Non può andarsene adesso! Non mi lasci qui da sola con queste foto... c'è qualcuno là fuori!"
created_at"2026-09-03T13:54:25.574Z" 9/3/2026, 1:54:25 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1709
moderation_latency(null)
generation_time6413
tokens_prompt308
tokens_completion725
native_tokens_prompt288
native_tokens_completion1441
native_tokens_completion_images0
native_tokens_reasoning975
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"
usage0.00561975
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443665-eLAN2QH3wx7qkLJfod0u"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443665-WsFHe3GMlsWOrkpUexhM"
upstream_id"EXyZaujJLLjV_uMPvLWMgQc"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"EXyZaujJLLjV_uMPvLWMgQc"
is_byokfalse
latency1709
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.00561975
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

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 the incident near the old apple orchard from last night. Were you out there with that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.788041053101294
tl0.6657283603096412
fr0.5695514272768464
de0.5252373813093453
nl0.5240480961923848
ro0.513070220399795
it0.4917067950775816
no0.463579898362507
es0.46327683615819204
pt0.44084755738669806
ca0.42528735632183906
sq0.42143727161997563
sv0.4010088272383354
da0.37335092348284965
ms0.3559322033898305
sl0.33051444679351655
et0.3115942028985507
cs0.2994100294985251
hr0.2578125
sk0.21939194741166804
az0.21681780708985984
lt0.16299559471365638
yo0.16003536693191867
is0.12683823529411764
fi0.12361623616236161
lv0.06862745098039216
pl0.06862745098039216
hu0.058473736372646176
tr0.058473736372646176
reliabletrue
passestrue
1
name"Isabella"
dialogue"Scusi? Non... non capisco l'inglese. Ma la prego, guardi... ho visto qualcosa di terribile nel bosco. C'era una persona... era buio, e ho sentito delle grida..."
detectedLang"it"
heavyLang"it"
scores
it0.791709002235318
ca0.6078806426931905
es0.597723704866562
fr0.5486569793042713
pt0.5395327942497753
ro0.4820616472966145
tl0.4812753036437247
en0.4527495995728777
no0.4195922989807474
yo0.37385461209529625
et0.3605739238927012
sq0.3344155844155844
de0.31621080720480316
ms0.3148395721925134
pl0.2964996568291009
fi0.27664079040225825
da0.2689015691868759
hr0.25778421433743665
eu0.2545454545454545
sk0.24017790956263896
sl0.236783320923306
lt0.22171602126044038
sv0.21934501142421936
hu0.21755725190839692
lv0.21755725190839692
nl0.21636085626911314
vi0.2017133956386293
az0.194815396700707
is0.16462917685411574
tr0.16326530612244897
cs0.13865546218487396
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down. I don't speak Italian, miss. Did you see Thomas Miller? Tall guy, red flannel jacket? Just need a simple yes or no."
detectedLang"en"
heavyLang"en"
scores
en0.782494068020037
tl0.6069556931872321
ca0.49878493317132444
da0.484375
sv0.4821092278719397
no0.46670976082740795
es0.46393762183235865
et0.46148825065274157
fr0.46148825065274157
hr0.4004360465116279
ro0.389792899408284
pt0.3648960739030023
it0.3614551083591331
tr0.358974358974359
de0.3544600938967136
sq0.336283185840708
nl0.3357487922705314
yo0.3346774193548387
cs0.3119266055045872
lv0.289405684754522
hu0.2744063324538259
pl0.27055702917771884
sl0.26666666666666666
sk0.2620751341681575
lt0.2600896860986547
ms0.25675675675675674
az0.25406871609403253
fi0.2479489516864175
is0.21503330161750714
vi0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non so chi sia Thomas! La macchina fotografica... deve guardare le foto! C'era un'ombra vicino al vecchio magazzino, e poi è sparita nel nulla. Sono così spaventata, non sono riuscita a dormire tutta la notte."
detectedLang"it"
heavyLang"it"
scores
it0.7977862920391656
ro0.5507566204287515
es0.5027913468248429
pt0.46307460437076114
en0.4306831801837795
no0.42120227457351744
ca0.3989877688738928
fr0.3899828767123288
de0.3809730668983493
yo0.37362637362637363
da0.36241610738255037
nl0.35839711841512834
et0.3484224965706447
sv0.3418013856812933
sl0.33813283790060383
sq0.31391429947039
tl0.3065693430656934
sk0.3011280039234919
lv0.2938553022794847
fi0.242826780021254
hr0.23918846769887883
hu0.23056155507559395
lt0.23056155507559395
cs0.21703296703296704
ms0.2166025288620121
vi0.2131419105466593
pl0.2070116861435726
tr0.19808666291502533
az0.19446014697569247
eu0.15077473182359954
is0.1337386018237082
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I need you to work with me here. English. Do you speak any English at all? Did anyone run past the festival grounds around nine?"
detectedLang"en"
heavyLang"en"
scores
en0.8241034952337721
tl0.6670962199312714
no0.5494186046511628
sq0.5012870012870013
da0.49346405228758167
hr0.4553759662684469
cs0.44996451383960256
sv0.4177310293012772
sl0.3996901626646011
yo0.39594699922057675
et0.3954758190327613
ms0.38783570300157977
ca0.38099041533546324
pl0.37600644122383253
it0.375
fr0.37094155844155846
sk0.36940602115541094
pt0.3647540983606557
nl0.31294326241134746
lt0.2743445692883895
es0.2688679245283019
ro0.26540284360189575
lv0.24242424242424243
de0.21638018200202225
az0.1893305439330544
vi0.1833508956796628
fi0.15115005476451257
hu0.1474147414741474
be0.08284023668639054
tr0.08284023668639054
is0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
5
name"Isabella"
dialogue"Perché continua a parlare se non ci capiamo? Guardi lo schermo! Ho fotografato qualcosa che non doveva essere lì! Sangue... c'era una macchia scura sui rami delle mele!"
detectedLang"it"
heavyLang"it"
scores
it0.8017583175314601
pt0.5729669513553658
fr0.5688038995125609
ca0.5657099697885196
ro0.5587106676899463
es0.5416500597847749
en0.48128101037437976
de0.4096509240246407
no0.4093477144324602
cs0.3869936034115139
sk0.3869936034115139
da0.37363834422657954
tl0.3596881959910913
hr0.3424814179531161
ms0.3239271017048795
sq0.3117893476959904
et0.3105515587529976
yo0.2953431372549019
nl0.28080050031269543
sv0.2716909436352122
sl0.2684478371501272
pl0.25276153346328784
az0.21232876712328766
hu0.20962199312714777
fi0.19804741980474197
lt0.19071076706544687
tr0.18727915194346292
lv0.17915774446823698
vi0.12280701754385964
eu0.12012241775057383
is0.061224489795918366
reliabletrue
passestrue
6
name"Hunter"
dialogue"Hold on... are you trying to show me the screen? Is there something on the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8261474269819192
tl0.6420901932712957
nl0.5348837209302325
yo0.4675186368477103
no0.42528735632183906
es0.414519906323185
fr0.414519906323185
ms0.3842364532019704
fi0.38195302843016066
ro0.3796526054590571
sq0.37810945273631835
da0.37027707808564225
cs0.36224489795918363
de0.3333333333333333
et0.33244325767690247
pt0.3270524899057874
it0.32249322493224936
pl0.3045897079276773
sl0.29478138222849076
sk0.29278642149929274
hr0.28977272727272724
ca0.2867332382310985
sv0.24242424242424243
hu0.23547400611620795
lv0.19614147909967844
lt0.17218543046357618
is0.15540540540540537
hi0.14383561643835618
reliabletrue
passestrue
7
name"Isabella"
dialogue"Sì! La fotocamera! Prema qui, guardi questo scatto! Vede quella sagoma tra gli alberi? Qualcuno è in grave pericolo!"
detectedLang"it"
heavyLang"it"
scores
it0.80082085948817
ca0.5705361790733993
es0.5559741657696448
ro0.5547760388559093
fr0.5533297238765565
pt0.48243412797992474
tl0.4708146247594612
en0.4579500657030223
hr0.42186405045550107
sv0.39737034331628923
sq0.39338235294117646
de0.37876506024096385
sl0.37310030395136784
yo0.3707093821510297
nl0.33894230769230765
ms0.33035714285714285
et0.30846605196982396
no0.2972742759795571
da0.28694900605012963
sk0.27312775330396477
cs0.26141450313339304
lt0.25942549371633755
vi0.21278625954198474
pl0.20673076923076925
fi0.19590643274853803
lv0.17992047713717693
az0.14772727272727273
tr0.13522012578616352
hu0.09638554216867469
reliabletrue
passestrue
8
name"Hunter"
dialogue"Alright, let me take a look at what you—"
detectedLang"en"
heavyLang"en"
scores
en0.8123123123123124
tl0.6662216288384512
da0.6141975308641975
no0.6087636932707355
sl0.5908346972176759
cs0.5629370629370629
fr0.5300751879699248
es0.4834710743801653
pt0.4769874476987448
sq0.46808510638297873
it0.45054945054945056
yo0.43566591422121903
et0.3872549019607844
hu0.3842364532019704
nl0.3811881188118812
ms0.37027707808564225
de0.36061381074168797
ro0.3573264781491003
fi0.3556701030927836
ca0.35233160621761656
sk0.34210526315789475
hr0.3093922651933701
pl0.29577464788732394
lt0.24698795180722888
tr0.23547400611620795
is0.23076923076923078
az0.21875
eu0.21875
lv0.21875
vi0.21875
sv0.20127795527156547
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold that thought. Hunter here... What? Another sighting by the north ridge? Keep the perimeter secure, I'm two minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8091117332654619
tl0.5897155361050328
da0.46351931330472107
nl0.4365138993238167
no0.4296577946768061
es0.3857493857493857
sv0.3775933609958506
ms0.3697478991596639
sq0.3686868686868687
pt0.3495229835212489
de0.34268185801928136
fr0.336283185840708
ro0.32855863921217543
sk0.2704280155642024
ca0.2697176241480039
it0.26398429833169773
et0.2596248766041461
cs0.21548117154811713
hr0.2046659597030753
sl0.20382165605095542
pl0.19441460794844254
tr0.19268030139935413
fi0.1591928251121076
lt0.13990825688073394
yo0.12485414235705952
is0.09090909090909091
lv0.07292954264524104
reliabletrue
passestrue
10
name"Hunter"
dialogue"Sorry, ma'am, I’ve got an active situation. Stay right here in the cafe. Don't go wandering back into those woods with that camera, hear me? I'll come back with a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7984609747160132
tl0.6082621082621082
nl0.5266781411359724
fr0.5229835212489159
de0.5084897229669348
ro0.48717948717948717
it0.4751908396946565
da0.45219123505976094
sv0.44528492183560264
no0.4419076610857433
ms0.4213571804313519
sq0.4201370585134423
yo0.3721461187214612
pt0.3615786419036564
sl0.3444576877234803
es0.3436754176610978
ca0.3064312736443884
pl0.28292046936114734
hr0.24965893587994542
et0.20174165457184323
vi0.19531821506949523
sk0.1929567131327953
cs0.18998527245949925
eu0.17971662938105892
fi0.16666666666666666
lt0.1641337386018237
az0.16222391469916222
lv0.16158536585365854
tr0.16094584286803967
hu0.12420382165605094
zh0.06542056074766354
is0.06382978723404256
reliabletrue
passestrue
11
name"Isabella"
dialogue"Aspetti! Non può andarsene adesso! Non mi lasci qui da sola con queste foto... c'è qualcuno là fuori!"
detectedLang"it"
heavyLang"it"
scores
it0.7971285892634207
pt0.5768229166666667
fr0.5403111739745403
es0.4698205546492659
ca0.42731277533039647
ro0.3737957610789981
de0.365234375
no0.3602362204724409
sl0.3557978196233895
en0.35194416749750745
vi0.35064935064935066
da0.336734693877551
eu0.327817993795243
hr0.3271221532091097
yo0.2785793562708102
tr0.2777777777777778
et0.27293064876957496
sk0.2655367231638418
pl0.2388758782201405
fi0.22341696535244923
cs0.17825537294563845
nl0.1751269035532995
az0.1402116402116402
hu0.11564625850340135
ms0.10958904109589042
is0.10591471801925723
sq0.0984743411927878
lt0.09344490934449094
lv0.08835904628330996
tl0.08835904628330996
reliabletrue
passestrue