Run: 2026-09-03-01M1KRV8G0R359WCTSMHTJ9BM7

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
10.5s
Cost:
$0.006921
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
Hunter: "Excuse me, ma'am. Detective Hunter, local PD. Mind if I sit down for a second?" Melanie: "Bitte? Entschuldigung... ich... ich verstehe Sie leider nicht. Wer sind Sie?" Hunter: "Right. Look, I'm investigating the incident from last night out near the old orchard on the north ridge. A young woman went missing. Folks said they saw someone with a professional camera walking around Miller's Creek right before dusk." Melanie: "Ich... mein Englisch ist nicht vorhanden. Aber... meinen Sie das hier? Im Wald? Da war etwas ganz Schreckliches! Ich wollte doch nur den Sonnenuntergang für mein Fotoprojekt aufnehmen, aber..." Hunter: "Whoa, slow down. German, huh? Look, I don't speak a word of German, ma'am. Did you see anything out by the trees? A car? A tall guy in a dark coat?" Melanie: "Da war ein Mann! Er hat jemanden getragen... oder gezogen, ich konnte es nicht genau erkennen wegen des dichten Nebels! Ich habe versucht, näher heranzugehen, aber dann habe ich diesen lauten Schrei gehört! Schauen Sie doch, hier auf dem Display..." Hunter: "I have no idea what you're saying, but you're shaking like a leaf. Did you actually witness something out there? Let me see that screen." Melanie: "Nein, fassen Sie das bitte nicht an! Das ist eine sehr teure Linse! Aber sehen Sie hier... da sind frische Reifenspuren im Matsch neben den Apfelkisten, und hier... ist das etwa Blut? Ich habe solche furchtbare Angst bekommen und bin sofort zurück in die Stadt gerannt!" Hunter: "Ma'am, ease up. Point to the picture. Just show me the photo. Is that—wait, are those tire tracks by the packing shed?" Melanie: "Ja! Genau da! Verstehen Sie mich denn nicht? Da ist jemand in großer Gefahr! Warum unternimmt denn niemand etwas in diesem Ort? Erst die Gerüchte über das Festival und jetzt das!" Hunter: "Okay, look, I need you to breathe. Just stay right here while I—" *[Hunter's phone buzzes loudly in his jacket pocket. He pulls it out and answers.]* Hunter: "Hunter speaking. ... What? Where? The south ditch by the county line? ... Don't touch anything, keep the perimeter secure. I'm three minutes out." *[Hunter hangs up and puts the phone away, staring intensely at Melanie.]* Hunter: "Listen to me. I have to go, but you cannot leave this table. Stay. Here. *Hier*, or whatever the word is. Keep that camera right where it is. I will be back with a translator. Do not move." Melanie: "Warten Sie! Wohin gehen Sie denn jetzt? Sie können mich doch hier nicht einfach mit diesen Bildern alleine lassen! Hallo? Mein Gott... was ist das nur für ein Albtraum?"
created_at"2026-09-03T13:55:30.441Z" 9/3/2026, 1:55:30 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3948
moderation_latency(null)
generation_time10416
tokens_prompt306
tokens_completion1091
native_tokens_prompt288
native_tokens_completion1788
native_tokens_completion_images0
native_tokens_reasoning1130
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"
usage0.006921
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443730-o3Sjo9SyNIuiNe6TTpiP"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443730-jEveAIcQagiSMXXSYwFR"
upstream_id"UnyZavqeI7Cq-8YPt4j70Ag"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"UnyZavqeI7Cq-8YPt4j70Ag"
is_byokfalse
latency3934
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.006921
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, local PD. Mind if I sit down for a second?"
detectedLang"en"
heavyLang"en"
scores
en0.7579225352112676
ro0.6243169398907104
it0.6137640449438203
tl0.6115819209039548
pt0.576923076923077
fr0.576271186440678
no0.5676100628930818
ca0.5578778135048231
da0.5476973684210527
es0.5175438596491229
sq0.4791666666666667
nl0.4472361809045226
sv0.4433198380566802
hr0.3663594470046083
hu0.3612078977932636
cs0.359720605355064
et0.359720605355064
sl0.3559718969555035
de0.302915082382763
pl0.29577464788732394
ms0.2724867724867725
tr0.2724867724867725
yo0.2724867724867725
sk0.26861702127659576
lt0.20863309352517986
fi0.2005813953488372
is0.2005813953488372
az0.19472913616398244
lv0.19472913616398244
vi0.19472913616398244
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
1
name"Melanie"
dialogue"Bitte? Entschuldigung... ich... ich verstehe Sie leider nicht. Wer sind Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8325269817640492
nl0.60801393728223
et0.41482444733420026
pl0.3353028064992614
no0.3283582089552239
lt0.27884615384615385
da0.25864909390444807
it0.24623115577889448
is0.24114671163575044
en0.23728813559322032
fr0.23728813559322032
sv0.23208191126279862
az0.2214532871972318
ro0.2214532871972318
sk0.21602787456445993
ms0.199288256227758
cs0.1818181818181818
hu0.13793103448275862
tl0.13294797687861273
tr0.13294797687861273
es0.12280701754385964
pt0.12280701754385964
ca0.11591355599214145
sq0.11591355599214145
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Look, I'm investigating the incident from last night out near the old orchard on the north ridge. A young woman went missing. Folks said they saw someone with a professional camera walking around Miller's Creek right before dusk."
detectedLang"en"
heavyLang"en"
scores
en0.7969717825189264
tl0.6512177819815559
nl0.5058626465661642
fr0.5035341635812858
no0.49120386340117284
pt0.4469441319835021
ca0.4442351168048229
da0.43573068094873757
ro0.43291041906958866
de0.4302819621475473
es0.43006182380216385
sv0.4247269890795632
it0.42156862745098034
et0.40952762209767807
ms0.3487858719646799
sq0.33378500451671184
az0.33136899365367184
hr0.3091334894613583
cs0.30783669638667294
sk0.2870952150797486
fi0.27660617949975475
is0.2621310655327664
pl0.23056859676577984
hu0.22936259143155693
yo0.22895974908520647
sl0.21667551779075944
lt0.1859823399558499
tr0.1600227790432802
lv0.1527857553130385
ja0.06349206349206349
hi0.05388069275176395
eu0.045307443365695796
vi0.045307443365695796
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich... mein Englisch ist nicht vorhanden. Aber... meinen Sie das hier? Im Wald? Da war etwas ganz Schreckliches! Ich wollte doch nur den Sonnenuntergang für mein Fotoprojekt aufnehmen, aber..."
detectedLang"de"
heavyLang"de"
scores
de0.8265460030165913
nl0.5212323064113239
no0.4398441305406722
da0.3991640543364681
pl0.31302270011947436
sv0.31302270011947436
hr0.27490542244640603
pt0.2716909436352122
en0.26045016077170424
tr0.25130208333333337
sk0.24342105263157895
eu0.23689449236894494
cs0.2271505376344086
tl0.2271505376344086
sq0.213406292749658
es0.19692737430167598
ms0.18785310734463279
sl0.18381831085876507
et0.170872386445566
ro0.14688427299703263
fr0.14050822122571002
it0.12944738834216502
az0.12547528517110268
fi0.11809815950920245
is0.11674347158218126
hi0.08439490445859872
hu0.08293460925039872
yo0.061224489795918366
ca0.05193734542456719
lt0.05193734542456719
lv0.05193734542456719
vi0.05193734542456719
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. German, huh? Look, I don't speak a word of German, ma'am. Did you see anything out by the trees? A car? A tall guy in a dark coat?"
detectedLang"en"
heavyLang"en"
scores
en0.79532867806405
tl0.5623069001029866
ro0.38494934876989867
nl0.37683284457478006
yo0.37683284457478006
it0.35654806964420893
ca0.3501529051987768
sv0.3491577335375191
sq0.34815950920245403
cs0.3441358024691358
pl0.33749025720966486
no0.32216905901116427
et0.3178170144462279
da0.30612244897959184
de0.3044189852700491
ms0.29983525535420097
sk0.28451178451178455
fr0.2735042735042735
az0.25241864555848725
hr0.22797456857402362
sl0.22303473491773307
is0.2107706592386258
hu0.20782851817334574
tr0.20337394564198688
es0.1920152091254753
lt0.1457286432160804
pt0.1414141414141414
lv0.1353001017293998
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
fi0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
5
name"Melanie"
dialogue"Da war ein Mann! Er hat jemanden getragen... oder gezogen, ich konnte es nicht genau erkennen wegen des dichten Nebels! Ich habe versucht, näher heranzugehen, aber dann habe ich diesen lauten Schrei gehört! Schauen Sie doch, hier auf dem Display..."
detectedLang"de"
heavyLang"de"
scores
de0.8172600801697713
nl0.6122091568676508
no0.48470744680851063
da0.40108191653786707
sv0.37525191455058443
es0.2880110243454295
fi0.27502338634237605
fr0.26921263554926916
tr0.2647058823529412
en0.24793789422610385
ca0.24242424242424243
hu0.23607688516510594
is0.2051282051282051
eu0.1935483870967742
it0.19270833333333331
sq0.18720503408495018
ro0.16125541125541126
pl0.15760869565217392
pt0.15715062533985863
sk0.14835164835164832
lt0.14647577092511013
cs0.14174972314507198
sl0.11174785100286533
lv0.11021814006888633
et0.10559723023658396
ms0.09883720930232558
az0.09620991253644315
yo0.09515469935785172
hr0.07074340527577938
tl0.03905765654060756
vi0.03905765654060756
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have no idea what you're saying, but you're shaking like a leaf. Did you actually witness something out there? Let me see that screen."
detectedLang"en"
heavyLang"en"
scores
en0.8207129297616537
tl0.6152105024898143
es0.4558258642765685
no0.4476933073424302
pt0.4129834254143646
ca0.4125777470628887
da0.375
cs0.371301775147929
fr0.3491577335375191
sq0.3369734789391576
nl0.3333333333333333
de0.32
it0.32
et0.3150684931506849
hr0.2928452579034942
lv0.2851135407905803
tr0.2827004219409283
ro0.2753623188405797
pl0.2647058823529412
ms0.2621527777777778
sk0.2563429571303587
sl0.24977934686672548
sv0.24242424242424243
hu0.20782851817334574
fi0.20708955223880596
is0.19735599622285174
yo0.19507575757575757
lt0.1457286432160804
az0.1353001017293998
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
7
name"Melanie"
dialogue"Nein, fassen Sie das bitte nicht an! Das ist eine sehr teure Linse! Aber sehen Sie hier... da sind frische Reifenspuren im Matsch neben den Apfelkisten, und hier... ist das etwa Blut? Ich habe solche furchtbare Angst bekommen und bin sofort zurück in die Stadt gerannt!"
detectedLang"de"
heavyLang"de"
scores
de0.8084178259844377
nl0.5280278826604705
no0.44746684801088066
da0.428219563687544
sv0.3888679954870252
eu0.34210526315789475
it0.2903930131004367
ro0.2793791574279379
pl0.27422956677087984
fr0.26768814781433076
en0.23816221284575714
sl0.2291271347248577
pt0.2179980750721848
ms0.1935483870967742
sk0.18993020937188432
tr0.17887822132390097
cs0.17638114546376077
yo0.1751269035532995
hr0.17470797359065515
fi0.15584415584415584
et0.1540864133263925
ca0.13884472708002119
lt0.1365568544102019
tl0.12304371289800323
es0.11828540423223007
az0.10468319559228649
is0.09822419533851276
vi0.09571508069003895
sq0.07301768397033657
hi0.061236279607163484
lv0.050263004091174755
hu0.04692082111436951
reliabletrue
passestrue
8
name"Hunter"
dialogue"Ma'am, ease up. Point to the picture. Just show me the photo. Is that—wait, are those tire tracks by the packing shed?"
detectedLang"en"
heavyLang"en"
scores
en0.7998284243637404
tl0.5932597327135386
fr0.5718654434250765
nl0.45482866043613707
yo0.38325991189427316
da0.37555753791257807
sq0.36189608021877845
no0.3524514338575393
cs0.3333333333333333
pl0.33014354066985646
sl0.29221435793731043
sk0.2768595041322314
sv0.2639327024185068
it0.2576882290562036
pt0.25213675213675213
ro0.24406047516198706
hr0.22394678492239467
et0.21962095875139354
ca0.20634920634920634
is0.18887601390498263
ms0.18793503480278423
hu0.18032786885245902
de0.1774383078730905
lv0.1484184914841849
lt0.12935323383084577
es0.12718204488778054
hi0.0990990990990991
fi0.0967741935483871
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ja! Genau da! Verstehen Sie mich denn nicht? Da ist jemand in großer Gefahr! Warum unternimmt denn niemand etwas in diesem Ort? Erst die Gerüchte über das Festival und jetzt das!"
detectedLang"de"
heavyLang"de"
scores
de0.8334073745002221
nl0.4803695150115473
pl0.3842364532019704
sl0.3811881188118812
pt0.3578767123287671
en0.3315508021390375
da0.330755502676978
ro0.3271531100478469
it0.3181818181818182
az0.2829827915869981
yo0.2690058479532163
hr0.25742574257425743
fi0.25298804780876494
ca0.24949966644429622
sv0.2419137466307278
ms0.2331288343558282
no0.23155737704918034
sq0.22945205479452058
tl0.22945205479452058
fr0.21983356449375865
es0.21548117154811713
tr0.21548117154811713
cs0.20325779036827196
et0.19700214132762314
lt0.1958541815582559
sk0.19527896995708155
eu0.17521994134897362
lv0.13660782808902533
is0.1359447004608295
hu0.10996835443037975
hi0.08610885458976443
vi0.05303030303030303
reliabletrue
passestrue
10
name"Hunter"
dialogue"Okay, look, I need you to breathe. Just stay right here while I—"
detectedLang"en"
heavyLang"en"
scores
en0.8153618906942393
tl0.6373307543520309
no0.4665718349928876
da0.45809248554913296
cs0.455732946298984
et0.4477172312223858
yo0.4427934621099554
pl0.410377358490566
hr0.40476190476190477
sv0.3902439024390244
sq0.3842364532019704
ca0.3644067796610169
sk0.35233160621761656
lv0.33035714285714285
lt0.3081180811808118
sl0.24395161290322584
it0.23469387755102045
es0.21052631578947367
ro0.1935483870967742
de0.1648106904231626
fr0.1648106904231626
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
is0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter speaking. ... What? Where? The south ditch by the county line? ... Don't touch anything, keep the perimeter secure. I'm three minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8092412038999577
tl0.6125699526474387
no0.4263862332695985
fr0.42159383033419023
sq0.3644067796610169
ms0.3635077793493635
de0.34258582907231555
nl0.3387215282880235
da0.337260677466863
sv0.33135215453194655
cs0.29797191887675506
pt0.2628992628992629
ro0.25
es0.24050632911392408
sk0.23599320882852293
ca0.2353440951571793
et0.22613929492691315
lt0.18845807033363388
it0.18330308529945552
sl0.1758241758241758
pl0.16743755781683625
tr0.1658943466172382
fi0.1362763915547025
hr0.12280701754385964
yo0.10625620655412116
is0.07312049433573636
lv0.06152241918665276
reliabletrue
passestrue
12
name"Hunter"
dialogue"Listen to me. I have to go, but you cannot leave this table. Stay. Here. Hier, or whatever the word is. Keep that camera right where it is. I will be back with a translator. Do not move."
detectedLang"en"
heavyLang"en"
scores
en0.8219814241486069
tl0.6309370988446726
fr0.5108464483198639
sq0.47077772664519096
da0.4656133828996283
yo0.46135831381733017
nl0.46009389671361506
no0.45856873822975514
de0.4395711500974659
pl0.41653982749873164
hr0.3966421825813221
sv0.3895966029723991
cs0.3787142085359265
ro0.3719279082468597
sl0.36743674367436746
pt0.3646408839779005
es0.36075597554196775
it0.34285714285714286
sk0.33831990794016115
hu0.3329466357308584
ca0.32551319648093846
ms0.3009118541033435
lv0.3004866180048662
tr0.276274386406545
lt0.27122940430925224
fi0.2703045685279188
et0.22870556673373574
vi0.22402159244264505
is0.20689655172413793
eu0.18091168091168092
az0.14307004470938897
be0.05737704918032788
uk0.05193734542456719
reliabletrue
passestrue
13
name"Melanie"
dialogue"Warten Sie! Wohin gehen Sie denn jetzt? Sie können mich doch hier nicht einfach mit diesen Bildern alleine lassen! Hallo? Mein Gott... was ist das nur für ein Albtraum?"
detectedLang"de"
heavyLang"de"
scores
de0.8317189295682154
nl0.5031507513330102
no0.45795875198307767
sv0.41260744985673353
da0.3437900128040973
is0.3134628265237776
fi0.3050847457627119
tr0.2847173761339846
hu0.27510608203677517
en0.26680972818311877
eu0.22758100979653353
az0.2139570552147239
fr0.20971472629144178
ms0.20233463035019456
et0.1916403785488959
es0.17338709677419356
pl0.17338709677419356
it0.15149006622516556
pt0.13937867338371118
sq0.12617220801364024
lt0.10869565217391305
hi0.09372236958443855
cs0.08888888888888889
yo0.07823741007194246
ru0.06733393994540492
lv0.06563354603463992
sl0.06563354603463992
ca0.0639269406392694
tl0.0639269406392694
reliabletrue
passestrue