Run: 2026-07-25-01KYCYKK7A2K6QDNYGV15M6MA0

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
17.0s
Cost:
$0.023376
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="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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: Selvi 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 Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Mind if I pull up a chair? I'm Detective Hunter with the Alborn Police Department." Selvi: "जी? क्षमा कीजिए... मुझे समझ नहीं आया। आप कौन हैं?" *(Ji? Kshama kijiye... mujhe samajh nahi aaya. Aap kaun hain?)* Hunter: "Alborn PD. Detective. I'm investigating an incident near the old apple orchard last night. A man went missing in that area, and I noticed you've got a pretty heavy-duty camera there. Were you out taking pictures around sunset?" Selvi: "मुझे आपकी भाषा समझ नहीं आ रही है... मुझे अंग्रेज़ी नहीं आती। क्या आप मेरी बात समझ सकते हैं?" *(Mujhe aapki bhasha samajh nahi aa rahi hai... mujhe Angrezi nahi aati. Kya aap meri baat samajh sakte hain?)* Hunter: "No English, huh? Great. Look—pictures. Photos. Did you take photos out by the tree line yesterday evening?" Selvi: "ओह... फोटो? हाँ, मैं तस्वीरें ले रही थी, पर... वहाँ कुछ बहुत अजीब हुआ था!" *(Oh... photo? Haan, main tasveerein le rahi thi, par... wahan kuch bahut ajeeb hua tha!)* Hunter: "Ajeeb? Is that a name? Did you see someone out there?" Selvi: "वह आदमी... वह सेब के पेड़ों के पीछे खड़ा था! मैंने कैमरे से देखा, और फिर... फिर वह धुंध में गायब हो गया! जैसे हवा में उड़ गया हो! मुझे बहुत डर लग रहा है..." *(Woh aadmi... woh seb ke pedon ke peeche khada tha! Maine camera se dekha, aur phir... phir woh dhund mein gaayab ho gaya! Jaise hawa mein ud gaya ho! Mujhe bahut dar lag raha hai...)* Hunter: "Whoa, calm down, ma'am. You're shaking. Look at me—can you show me the pictures on that screen? Just press play. Show me." Selvi: "कैमरा? नहीं, नहीं! मैं आपको इसे छूने नहीं दूंगी! मुझे नहीं पता आप क्या चाहते हैं... क्या आप पुलिस हैं? मुझे पुलिस की मदद चाहिए!" *(Camera? Nahi, nahi! Main aapko ise chhoone nahi doongi! Mujhe nahi pata aap kya chahte hain... kya aap police hain? Mujhe police ki madad chahiye!)* Hunter: "I *am* the police. See the badge? Detective. Police. I'm trying to help, but I can't understand a single word you're saying." Selvi: "कृपया मुझे परेशान मत कीजिए! मैं यहाँ पढ़ने आई हूँ, मुझे इन सब झंझटों में नहीं पड़ना... मुझे डर लग रहा है!" *(Kripya mujhe pareshaan mat kijiye! Main yahan padhne aayi hoon, mujhe in sab jhanjhaton mein nahi padna... mujhe dar lag raha hai!)* Hunter: "Damn it, I don't know Hindi, or whatever language this is. Look, just... take a deep breath. Nobody is gonna hurt you." Selvi: "आप क्या कह रहे हैं? मुझे घर जाना है..." *(Aap kya kah rahe hain? Mujhe ghar jaana hai...)* Hunter: "Hunter here. ...What? Where? Another one? ...Dammit. I'm five minutes away, hold the scene." Hunter: "Look, ma'am, I have to go. Emergency. You stay right here at this table. Don't leave Alborn. I'm coming back with an interpreter." Selvi: "आप जा रहे हैं? मुझे यहाँ अकेले छोड़कर? क्या वह आदमी वापस आ जाएगा?" *(Aap ja rahe hain? Mujhe yahan akele chhodkar? Kya woh aadmi waapas aa jayega?)* Hunter: "Just stay put. Sit. Coffee. I'll be back."
created_at"2026-07-25T15:34:24.246Z" 7/25/2026, 3:34:24 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1389
moderation_latency(null)
generation_time16890
tokens_prompt302
tokens_completion2127
native_tokens_prompt289
native_tokens_completion3059
native_tokens_completion_images0
native_tokens_reasoning2226
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"
usage0.023376
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"gNdkauGDFvjf_uMPqsb00Ak"
is_byokfalse
latency1389
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-1784993664-DYOonpFkAkrbyDmiUcwP"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993664-tJILTzT7MwdtKT4v0u3O"
upstream_id"gNdkauGDFvjf_uMPqsb00Ak"
total_cost0.023376
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. Mind if I pull up a chair? I'm Detective Hunter with the Alborn Police Department."
detectedLang"en"
heavyLang"en"
scores
en0.7646267652992602
tl0.6450304259634888
ro0.5555555555555556
fr0.5439739413680782
sq0.5339547270306259
no0.5283018867924528
ca0.5244565217391305
it0.5077355836849508
sv0.4883040935672514
nl0.47249434815373026
da0.4664634146341463
pt0.4615384615384615
es0.44267515923566875
cs0.44178628389154706
hr0.4395516413130504
ms0.4313566206336312
sl0.3996569468267582
hu0.3907745865970409
sk0.3761140819964349
et0.36247723132969034
de0.360146252285192
pl0.3554327808471455
yo0.34944237918215615
az0.3269230769230769
lt0.3006993006993007
tr0.2842535787321063
fi0.24078091106290672
lv0.24078091106290672
eu0.1898148148148148
is0.16467780429594273
vi0.15966386554621848
be0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
1
name"Selvi"
dialogue"जी? क्षमा कीजिए... मुझे समझ नहीं आया। आप कौन हैं?"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8785020011435106
mr0.8674360573923893
reliabletrue
passestrue
2
name"Hunter"
dialogue"Alborn PD. Detective. I'm investigating an incident near the old apple orchard last night. A man went missing in that area, and I noticed you've got a pretty heavy-duty camera there. Were you out taking pictures around sunset?"
detectedLang"en"
heavyLang"en"
scores
en0.7889565458068087
tl0.6500688389169345
ro0.532781862745098
fr0.5271317829457365
de0.5189274447949527
it0.508223153821348
nl0.5080645161290323
no0.4605588963565617
sv0.44846292947558763
ca0.4462599854756717
da0.4292664670658683
pt0.40429687499999994
es0.3979470983024082
sq0.35271646859083194
sl0.32282415630550615
sk0.3198037466547725
et0.31306306306306303
hr0.3055555555555556
yo0.3046055631554948
cs0.2965867158671587
ms0.29299953639313864
lv0.2833646616541353
az0.2632850241545894
is0.24654150197628458
pl0.24355158730158727
lt0.21754746023601848
fi0.2131062951496388
tr0.16621104428649536
hu0.15605976757055895
vi0.13695529145444255
eu0.10241318422601531
be0.0438871473354232
uk0.039672544080604534
reliabletrue
passestrue
3
name"Selvi"
dialogue"मुझे आपकी भाषा समझ नहीं आ रही है... मुझे अंग्रेज़ी नहीं आती। क्या आप मेरी बात समझ सकते हैं?"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8816367940480216
mr0.8760403754205773
reliabletrue
passestrue
4
name"Hunter"
dialogue"No English, huh? Great. Look—pictures. Photos. Did you take photos out by the tree line yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.8086344151867729
tl0.6216707021791767
nl0.4743481917577796
no0.46213425129087776
da0.4488536155202822
fr0.4196843082636954
sv0.405893536121673
ro0.39671814671814676
ca0.3756243756243756
pt0.33011789924973206
es0.31991294885745375
cs0.3146929824561403
lv0.3131868131868132
de0.3124312431243124
sk0.2664319248826291
pl0.23594132029339854
hr0.21679197994987467
it0.20584498094027956
ms0.1935483870967742
is0.14965986394557826
yo0.14617486338797814
et0.1355463347164592
tr0.12342215988779803
lt0.11347517730496455
sl0.11095305832147938
sq0.11095305832147938
hi0.10968660968660969
reliabletrue
passestrue
5
name"Selvi"
dialogue"ओह... फोटो? हाँ, मैं तस्वीरें ले रही थी, पर... वहाँ कुछ बहुत अजीब हुआ था!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.879507318814709
mr0.8753462603878116
reliabletrue
passestrue
6
name"Hunter"
dialogue"Ajeeb? Is that a name? Did you see someone out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8228744939271255
tl0.5
de0.47994056463595847
hu0.4696969696969697
nl0.4672754946727549
yo0.4057724957555179
et0.3996569468267582
pt0.38380281690140844
cs0.375
es0.375
is0.3230174081237911
sq0.3
ro0.2842535787321063
ca0.279835390946502
sk0.27083333333333337
it0.2631578947368421
fr0.2505353319057816
hr0.24242424242424243
pl0.23076923076923078
sl0.20454545454545453
lt0.1898148148148148
tr0.18032786885245902
da0.17061611374407584
az0.16666666666666666
eu0.16666666666666666
lv0.16666666666666666
no0.16666666666666666
vi0.16666666666666666
fi0.15254237288135594
ms0.15254237288135594
sv0.15254237288135594
reliabletrue
passestrue
7
name"Selvi"
dialogue"वह आदमी... वह सेब के पेड़ों के पीछे खड़ा था! मैंने कैमरे से देखा, और फिर... फिर वह धुंध में गायब हो गया! जैसे हवा में उड़ गया हो! मुझे बहुत डर लग रहा है..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8788708658099853
mr0.8715227348899565
reliabletrue
passestrue
8
name"Hunter"
dialogue"Whoa, calm down, ma'am. You're shaking. Look at me—can you show me the pictures on that screen? Just press play. Show me."
detectedLang"en"
heavyLang"en"
scores
en0.796870297923563
tl0.6830985915492958
no0.5161290322580645
fr0.5029455081001473
et0.4697564807541241
nl0.4659810126582279
ca0.4351464435146444
sv0.41048034934497823
da0.40476190476190477
fi0.35958254269449713
es0.33497536945812806
pt0.3290258449304175
yo0.32160804020100503
sq0.30626927029804724
de0.29467084639498436
cs0.29245283018867924
ms0.2598684210526316
ro0.2557883131201764
az0.23120728929384965
it0.20867526377491208
sl0.20212765957446807
hr0.19161676646706588
sk0.18674698795180722
lv0.17783191230207065
eu0.11300919842312747
hi0.11067193675889328
pl0.11067193675889328
tr0.10239361702127658
is0.09517426273458446
reliabletrue
passestrue
9
name"Selvi"
dialogue"कैमरा? नहीं, नहीं! मैं आपको इसे छूने नहीं दूंगी! मुझे नहीं पता आप क्या चाहते हैं... क्या आप पुलिस हैं? मुझे पुलिस की मदद चाहिए!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8828674059034828
mr0.8749791631938656
reliabletrue
passestrue
10
name"Hunter"
dialogue"I am the police. See the badge? Detective. Police. I'm trying to help, but I can't understand a single word you're saying."
detectedLang"en"
heavyLang"en"
scores
en0.8052122514777001
tl0.6125066809192944
no0.5681953543776057
ro0.56768038163387
da0.5448838669177652
fr0.49687716863289383
sv0.4965277777777778
cs0.493361285814116
sk0.4723435225618632
it0.471959213401311
de0.4657332350773766
hr0.453654860587792
ca0.45075757575757575
nl0.43972179289026275
pl0.4232299124900557
sq0.38766891891891886
yo0.3829787234042553
sl0.3776824034334764
es0.34684684684684686
et0.34684684684684686
pt0.3438914027149321
lv0.3217960710944809
lt0.3166823751178134
tr0.3055555555555556
ms0.2961165048543689
hu0.2913000977517107
is0.22625400213447172
az0.2229367631296892
eu0.1844769403824522
fi0.16857798165137614
vi0.15501165501165504
hi0.10714285714285714
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
11
name"Selvi"
dialogue"कृपया मुझे परेशान मत कीजिए! मैं यहाँ पढ़ने आई हूँ, मुझे इन सब झंझटों में नहीं पड़ना... मुझे डर लग रहा है!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.872842170160296
mr0.8602168756353779
reliabletrue
passestrue
12
name"Hunter"
dialogue"Damn it, I don't know Hindi, or whatever language this is. Look, just... take a deep breath. Nobody is gonna hurt you."
detectedLang"en"
heavyLang"en"
scores
en0.7868712702472294
tl0.620253164556962
et0.4094488188976378
yo0.38271604938271603
it0.3676222596964587
ro0.3567753001715266
is0.35456110154905335
nl0.35008665511265163
no0.34497816593886466
cs0.3438320209973753
sv0.34268185801928136
da0.34210526315789475
sq0.3356953055801594
hu0.3345164152617569
ca0.31880108991825606
fr0.31002759889604414
sk0.27184466019417475
hr0.25074925074925075
pl0.23547400611620795
lv0.2260061919504644
pt0.2203742203742204
lt0.21711899791231734
fi0.19181034482758622
sl0.1830065359477124
de0.17035398230088497
ms0.16666666666666666
eu0.1648106904231626
tr0.1638795986622074
az0.1506228765571914
vi0.1506228765571914
es0.14965986394557826
hi0.09420289855072464
be0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
13
name"Selvi"
dialogue"आप क्या कह रहे हैं? मुझे घर जाना है..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8852157943067034
mr0.8807631160572337
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter here. ...What? Where? Another one? ...Dammit. I'm five minutes away, hold the scene."
detectedLang"en"
heavyLang"en"
scores
en0.8137108792846499
tl0.5787700084245998
da0.4959677419354839
sv0.44751381215469616
sq0.43052391799544415
fr0.38949938949938945
de0.38195302843016066
no0.38042131350681535
hr0.31412894375857336
pl0.3103448275862069
it0.29577464788732394
nl0.29577464788732394
ca0.29278642149929274
ro0.28977272727272724
sl0.28366762177650434
ms0.2816091954022989
es0.25037481259370314
et0.2223950233281493
sk0.22118380062305293
lt0.2163009404388715
pt0.20127795527156547
yo0.17627677100494232
cs0.13043478260869565
fi0.12587412587412586
tr0.10554561717352416
reliabletrue
passestrue
15
name"Hunter"
dialogue"Look, ma'am, I have to go. Emergency. You stay right here at this table. Don't leave Alborn. I'm coming back with an interpreter."
detectedLang"en"
heavyLang"en"
scores
en0.7994039431453461
tl0.6192341166231505
da0.5239390642002176
fr0.4816350710900474
es0.4558457711442786
no0.4551681195516812
de0.4336569579288026
ca0.4010951403148528
it0.3803116147308782
pl0.3803116147308782
ro0.3745532523230879
yo0.34895833333333337
sq0.33862433862433866
tr0.3315508021390375
hr0.3180046765393608
nl0.3174726989079563
pt0.3131868131868132
cs0.3088467614533965
sk0.2833742833742834
sl0.27506213753106873
sv0.26160337552742613
ms0.2527754056362084
lv0.23647469458987785
lt0.21805183199285078
vi0.21171171171171171
hu0.20309653916211293
et0.1814780168381665
eu0.17530631479736097
az0.12935323383084577
be0.07407407407407407
is0.06716417910447761
uk0.06716417910447761
reliabletrue
passestrue
16
name"Selvi"
dialogue"आप जा रहे हैं? मुझे यहाँ अकेले छोड़कर? क्या वह आदमी वापस आ जाएगा?"
detectedLang"hi"
heavyLang"hi"
scores
hi0.880717341230668
mr0.87220165697162
reliabletrue
passestrue
17
name"Hunter"
dialogue"Just stay put. Sit. Coffee. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7311827956989247
da0.36619718309859156
hr0.3571428571428572
hu0.34210526315789475
lt0.33234421364985167
yo0.3283582089552239
et0.3119266055045872
sv0.3119266055045872
no0.30769230769230765
tl0.30769230769230765
ca0.2549668874172185
reliabletrue
passestrue