Run: 2026-09-03-01M1KRAKF6358E6EKMB3KP87RR

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
7.2s
Cost:
$0.005444
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. Mind if I take a minute of your time? We’re looking into an incident out near the old Miller orchard yesterday evening. Folks said you were out there taking pictures." Isabella: "Scusi? Non... non capisco l'inglese. Ma lei è un poliziotto, vero? Meno male... ero così spaventata." Hunter: "Whoa, hold on. Italian? Look, miss, I don't speak... whatever that was. I just need to know if you saw anyone suspicious by the treeline yesterday around dusk." Isabella: "Nel bosco... sì! C'era qualcuno tra i meli! Ho visto un'ombra alta, e... e stava trascinando qualcosa di molto pesante verso il capanno abbandonato. Ho avuto tanta paura che mi sono nascosta dietro le rocce!" Hunter: "Slow down, slow down. I don't get a single word of that. Orchard? Miller? Did you see Miller? Can you just show me what you've got on that camera?" Isabella: "La macchina fotografica? Sì, guardi! Volevo solo fotografare il tramonto sui campi, ma poi ho ingrandito lo zoom... guardi questa sagoma scura. C'è del sangue sulle foglie, ne sono sicura! È successo qualcosa di terribile, non è vero?" Hunter: "Easy with the screen, you're shaking so hard I can't make out the display. Is that... wait, is that a person near the clearing? Who is that?" Isabella: "Non lo so chi sia! Il viso era coperto da un cappuccio nero. Perché mi guarda così? Mi creda, per favore! Quella persona non si muoveva... sembrava un corpo!" Hunter: "Look, I need you to stay right here. I don't understand what you're saying, but that look on your face tells me you saw something bad. Let me call dispatch and see if anyone at the station speaks—" Isabella: "No, no, non se ne vada! Ho paura che mi abbia vista ieri sera! Se ha visto il flash della mia macchina fotografica... sono in pericolo?" Hunter: "Hang on. Detective Hunter. Yeah? What? Where? Near the lake? Understood, I'm five minutes out." Isabella: "Cosa succede? Perché ha quella faccia? Hanno trovato qualcuno?" Hunter: "I gotta go. Stay put in this cafe, okay? Do not leave. *Resta qui.* Or whatever the word is. I’ll be back with someone who speaks your language. Don't move."
created_at"2026-09-03T13:46:24.622Z" 9/3/2026, 1:46:24 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1329
moderation_latency(null)
generation_time7120
tokens_prompt308
tokens_completion802
native_tokens_prompt288
native_tokens_completion1394
native_tokens_completion_images0
native_tokens_reasoning816
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"
usage0.0054435
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443184-jdCqr4LxlDq5DD7ollnr"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443184-4DFWD5UHZdcq4yA3vI3S"
upstream_id"MHqZap3QL8-i1MkP18XHGQ"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"MHqZap3QL8-i1MkP18XHGQ"
is_byokfalse
latency1329
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.0054435
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. Mind if I take a minute of your time? We’re looking into an incident out near the old Miller orchard yesterday evening. Folks said you were out there taking pictures."
detectedLang"en"
heavyLang"en"
scores
en0.7910094637223974
tl0.6087983466194272
no0.5558162923231647
nl0.5202751629254164
fr0.518881626724764
de0.5085311572700297
da0.4971537001897533
ro0.48703058459156023
sv0.47978013349038084
ca0.4644300727566693
sq0.42789291882556135
it0.4264069264069264
et0.41962330267192294
pt0.4039586144849303
es0.3711438063597532
sl0.3546030199707745
hr0.31240269849507
cs0.30737062205959226
tr0.2860991379310345
yo0.28184281842818426
ms0.2743702081051479
is0.27237781438769904
sk0.2647058823529412
pl0.2618384401114206
hu0.25728699551569506
az0.21690307328605202
fi0.21597633136094674
lt0.167713567839196
vi0.15443522654754308
lv0.14016872160934457
eu0.11607738492328219
be0.05017921146953405
uk0.045389048991354465
reliabletrue
passestrue
1
name"Isabella"
dialogue"Scusi? Non... non capisco l'inglese. Ma lei è un poliziotto, vero? Meno male... ero così spaventata."
detectedLang"it"
heavyLang"it"
scores
it0.7997329773030708
ro0.534522885958107
fr0.5334370139968896
yo0.5121951219512195
ca0.4485294117647059
es0.4428969359331476
tl0.42528735632183906
en0.4117647058823529
pt0.4088669950738916
et0.3071593533487298
lv0.29906542056074764
sq0.29161747343565525
sk0.2907801418439716
hr0.28825622775800713
lt0.27710843373493976
pl0.24528301886792453
eu0.23175416133162616
da0.22680412371134018
no0.21052631578947367
hu0.2073976221928666
nl0.2073976221928666
ms0.19678714859437751
cs0.13169319826338638
sl0.13169319826338638
sv0.12917271407837447
fi0.12280701754385964
de0.11764705882352942
vi0.11504424778761062
az0.1111111111111111
tr0.10714285714285714
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on. Italian? Look, miss, I don't speak... whatever that was. I just need to know if you saw anyone suspicious by the treeline yesterday around dusk."
detectedLang"en"
heavyLang"en"
scores
en0.8085024894676368
tl0.5908346972176759
da0.44720840243228305
et0.421631000578369
nl0.4004796163069544
no0.3898718730933496
cs0.38949938949938945
sv0.3610223642172524
yo0.36020473448496476
ms0.3464052287581699
sk0.3234100135317997
pl0.31647300068352696
hr0.3155373032169747
fr0.3136582017844887
ro0.28366762177650434
ca0.2784992784992785
sq0.26416482707873434
fi0.26199261992619927
tr0.21813917122752147
pt0.21752738654147105
it0.20886075949367086
de0.20255183413078148
sl0.2
lt0.18699186991869918
lv0.15611814345991562
hu0.1341991341991342
es0.11894273127753303
az0.1087344028520499
hi0.07749077490774908
be0.06542056074766354
is0.059266227657572904
uk0.059266227657572904
vi0.059266227657572904
ja0.05571293673276676
reliabletrue
passestrue
3
name"Isabella"
dialogue"Nel bosco... sì! C'era qualcuno tra i meli! Ho visto un'ombra alta, e... e stava trascinando qualcosa di molto pesante verso il capanno abbandonato. Ho avuto tanta paura che mi sono nascosta dietro le rocce!"
detectedLang"it"
heavyLang"it"
scores
it0.805177651565183
pt0.5575884823035393
es0.5394942241648455
ca0.5084971676107964
ro0.4522836984775343
tl0.3544857768052517
fr0.3502202643171806
yo0.34763379035824854
no0.34122376060741405
sl0.3361836183618362
sk0.33438628158844763
lt0.32401466544454627
sq0.3171296296296296
cs0.31617987946221604
hr0.3091334894613583
pl0.25467407781707935
hu0.24821610601427116
en0.2420349434737924
sv0.24125514403292184
az0.23575129533678757
fi0.22122492080253434
lv0.21916357861302277
de0.21750663129973474
ms0.20140768814293447
tr0.19574700109051252
da0.19089413055403182
is0.18866886688668866
vi0.1685456595264938
et0.16193181818181818
nl0.13388138578978273
be0.045307443365695796
uk0.04096228868660599
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down, slow down. I don't get a single word of that. Orchard? Miller? Did you see Miller? Can you just show me what you've got on that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8023715415019763
tl0.5767494356659142
ca0.5390288875230486
no0.5006657789613849
et0.4983277591973244
fr0.4925575101488498
nl0.4669509594882729
it0.4477172312223858
sv0.4365138993238167
de0.42660550458715596
ro0.38875305623471884
da0.3595217762596072
es0.35842600513259193
is0.3562231759656652
yo0.3444055944055944
tr0.34325744308231176
cs0.34210526315789475
fi0.32614555256064687
sq0.3206521739130435
sk0.31569343065693434
hr0.3112947658402204
pl0.29577464788732394
hu0.2937853107344633
pt0.2890995260663507
ms0.28639391056137015
az0.2850333651096282
sl0.19181034482758622
lt0.16201117318435754
lv0.1506228765571914
vi0.1506228765571914
hi0.10071942446043164
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
5
name"Isabella"
dialogue"La macchina fotografica? Sì, guardi! Volevo solo fotografare il tramonto sui campi, ma poi ho ingrandito lo zoom... guardi questa sagoma scura. C'è del sangue sulle foglie, ne sono sicura! È successo qualcosa di terribile, non è vero?"
detectedLang"it"
heavyLang"it"
scores
it0.7951370231058571
ca0.5464009518143962
es0.5385779122541604
pt0.5339242053789731
fr0.5167934093789607
ro0.4650999649245878
en0.3955608402695204
tl0.37525604260548956
no0.36853002070393376
sv0.34408602150537637
yo0.32819383259911894
da0.2916860195076637
sq0.2857142857142857
et0.2853795688847235
ms0.2833646616541353
de0.2724236641221374
sk0.2685851318944844
sl0.25135002454590083
cs0.24280039721946375
nl0.24091587854654056
hr0.23902195608782437
fi0.2155349794238683
lv0.19567510548523206
hu0.1875332978156633
vi0.18666666666666665
tr0.1675764192139738
lt0.16529830322933772
pl0.15885273028130173
az0.1345062429057889
is0.10188457008244994
eu0.05397022332506204
reliabletrue
passestrue
6
name"Hunter"
dialogue"Easy with the screen, you're shaking so hard I can't make out the display. Is that... wait, is that a person near the clearing? Who is that?"
detectedLang"en"
heavyLang"en"
scores
en0.8204111964329949
tl0.6485700436257877
no0.5560318432333129
nl0.5402663284717819
sv0.49194113524877364
de0.4787922358015816
da0.46454948301329396
yo0.43535825545171336
fr0.4204636290967226
pt0.41767068273092367
is0.41532258064516125
sq0.4086460032626427
ca0.3850720949957591
hu0.3776824034334764
sk0.37553832902670115
it0.3690165361183638
ro0.36067019400352734
ms0.35498220640569395
es0.3503584229390681
cs0.3348623853211009
hr0.2995169082125604
tr0.2926829268292683
pl0.2857142857142857
lt0.28430404738400794
sl0.2494824016563147
vi0.24242424242424243
lv0.2229367631296892
az0.2093784078516903
et0.2032967032967033
fi0.16857798165137614
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
7
name"Isabella"
dialogue"Non lo so chi sia! Il viso era coperto da un cappuccio nero. Perché mi guarda così? Mi creda, per favore! Quella persona non si muoveva... sembrava un corpo!"
detectedLang"it"
heavyLang"it"
scores
it0.7959600081615997
ca0.6159754224270354
es0.567847882454624
fr0.5408631772268135
pt0.5337995337995338
ro0.5071463775258749
en0.45916711736073557
sl0.414519906323185
tl0.3961352657004831
yo0.3957703927492447
sk0.3857493857493857
hr0.37694704049844235
sq0.3706733794839521
no0.32523616734143057
tr0.3079584775086505
de0.3041057759220599
lv0.3041057759220599
sv0.29676511954992973
cs0.2962702322308234
az0.2805755395683453
eu0.2805755395683453
vi0.2784992784992785
lt0.27483683828861494
ms0.25650557620817843
da0.2492492492492493
nl0.23605805958747134
hu0.18699186991869918
pl0.16666666666666666
et0.1243432574430823
fi0.11582670203359859
is0.059266227657572904
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I need you to stay right here. I don't understand what you're saying, but that look on your face tells me you saw something bad. Let me call dispatch and see if anyone at the station speaks—"
detectedLang"en"
heavyLang"en"
scores
en0.8230088495575221
tl0.6147672552166934
da0.48586118251928023
no0.48320413436692505
fr0.46115850920520884
et0.4304698623635501
sv0.3996998499249625
yo0.3798449612403101
cs0.37402190923317685
de0.3684210526315789
sq0.33184855233853006
sk0.29245283018867924
nl0.29119905493207326
pl0.28825622775800713
ms0.2844364937388193
it0.2810065907729179
ca0.27579963789981893
ro0.27228623408126135
hr0.25280199252801994
sl0.23906150919467345
pt0.2222942320155541
fi0.20371599203715993
es0.18699186991869918
lv0.1712707182320442
lt0.1678224687933426
tr0.1602519244226732
is0.10246821241585638
az0.09502262443438914
hi0.06542056074766354
zh0.060297572435395456
be0.05511811023622047
hu0.05288082083662194
uk0.0498812351543943
vi0.0498812351543943
reliabletrue
passestrue
9
name"Isabella"
dialogue"No, no, non se ne vada! Ho paura che mi abbia vista ieri sera! Se ha visto il flash della mia macchina fotografica... sono in pericolo?"
detectedLang"it"
heavyLang"it"
scores
it0.8093624232154205
ro0.5934959349593496
ca0.5871559633027523
es0.5666827154549832
sl0.5255666842382709
fr0.5033112582781457
pt0.49123798756359527
sq0.44683466502765823
hr0.4350282485875706
no0.4278448823903369
sv0.42455242966751916
en0.4163424124513619
cs0.40119760479041916
fi0.3971868720696584
lv0.37931034482758624
sk0.37888198757763975
tr0.36886395511921455
pl0.3670886075949367
de0.3562231759656652
tl0.3343195266272189
lt0.3298585256887565
da0.31921331316187596
nl0.3135011441647597
ms0.30769230769230765
hu0.28514694201747415
et0.2665036674816626
yo0.23922231614539302
az0.2227979274611399
eu0.15492957746478872
is0.13043478260869565
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hang on. Detective Hunter. Yeah? What? Where? Near the lake? Understood, I'm five minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8057909604519773
tl0.5655608214849921
fr0.5303159692570453
no0.4897959183673469
da0.48308270676691734
sv0.47418738049713194
de0.4701348747591522
ca0.46911196911196906
ro0.4092373791621912
nl0.40604751619870405
sq0.4028230184581976
cs0.3574766355140187
it0.3552168815943728
et0.35064935064935066
pt0.34988179669030733
es0.3081761006289308
sk0.302915082382763
pl0.29032258064516125
fi0.28756476683937826
hr0.28756476683937826
sl0.2647058823529412
ms0.26273458445040215
yo0.2486338797814208
hi0.13249211356466878
lt0.10277324632952692
tr0.09688013136288999
reliabletrue
passestrue
11
name"Isabella"
dialogue"Cosa succede? Perché ha quella faccia? Hanno trovato qualcuno?"
detectedLang"it"
heavyLang"it"
scores
it0.8317498020585906
ca0.5897683397683398
fr0.5213963963963963
es0.5098039215686274
sv0.4613434727503169
en0.38405797101449274
de0.3550834597875569
hu0.32432432432432434
fi0.32324840764331214
pt0.3156199677938808
no0.30668841761827076
ro0.2697594501718213
et0.2672413793103448
da0.2659758203799654
sq0.26343154246100525
sk0.18738049713193117
ms0.169921875
nl0.16173570019723865
cs0.1550695825049702
tr0.1550695825049702
is0.1448692152917505
reliabletrue
passestrue
12
name"Hunter"
dialogue"I gotta go. Stay put in this cafe, okay? Do not leave. Resta qui. Or whatever the word is. I’ll be back with someone who speaks your language. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.8049847792998478
tl0.5826547231270358
it0.4172825469016486
yo0.41595441595441596
nl0.38178528347406515
sv0.3776563448694596
ro0.35655994978028877
no0.3483788938334393
fr0.3387096774193548
hr0.33699870633893925
ms0.3348475016223232
pt0.31208053691275167
da0.3111559139784946
pl0.31022880215343207
hu0.3031951053704963
ca0.2906574394463668
sl0.2847173761339846
sq0.2745930644019816
et0.24853372434017595
is0.23450336071695296
cs0.22699849170437406
lt0.22465960665658097
de0.22230652503793627
sk0.2139570552147239
es0.18326693227091634
fi0.17338709677419356
tr0.16801948051948054
az0.16734362307067424
lv0.15845648604269294
vi0.1451209341117598
eu0.07071622846781504
be0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue