Run: 2026-09-03-01M1M0NZ02EBKHR68X1WWF522T

Run Details

Model:
Hy4 Preview (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
2m 21s
Cost:
$0.022465
Provider:
Tencent

Evaluation summary

Score Evaluator
Details Link
55.56% 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: (approaching Selvi’s café table) "Excuse me. I'm Detective Hunter, Alborn P.D. I need to ask you about the Apple Festival—about the man who disappeared Saturday night." Selvi: (looking up from her camera, startled and shaken) "Apple...? Nahi, main... main theek nahi hoon." (in Hindi; "Apple...? No, I... I'm not okay.") Hunter: (frowns, confused) "Ma'am? I asked if you were near the festival grounds. Do you speak English?" Selvi: "Sirf Hindi. Koi angrezi nahi." (in Hindi; "Only Hindi. No English.") Hunter: (sighs, pulls out his phone) "All right. We'll do this the hard way." (opens a translation app) "Speak into this." Selvi: (hesitant, leaning toward the phone) "Maine us aadmi ko dekha. Woh orchard ke paas tha. Phir woh... woh gayab ho gaya." (in Hindi; "I saw that man. He was near the orchard. Then he... he vanished.") Hunter: (reading the screen, eyes sharpening) "Vanished? You saw one of the missing men?" Selvi: "Haan. Do log. Woh cheekh rahe the, par wahan koi nahi tha." (in Hindi; "Yes. Two men. They were screaming, but there was no one there.") Hunter: "Where were you standing? Show me." Selvi: (unlocks her camera, scrolls to a photo) "Yahan. Sunrise ke waqt, lake ke paas. Main landscape photography kar rahi thi." (in Hindi; "Here. At sunrise, by the lake. I was taking landscape photographs.") Hunter: (takes the camera, studies it) "This is the apple orchard behind the festival grounds. That's the third missing person." (looks at her) "Did anyone see you take this?" Selvi: "Nahi. Main chhup gayi thi. Mujhe darr lag raha hai." (in Hindi; "No. I hid. I'm scared.") Hunter: "You did the right thing staying quiet. I need you to come to the station and give a statement—" (His phone rings. He glances at the screen.) Hunter: "Hunter. ... Yeah, I'm on my way." (to Selvi) "I've got to go." Selvi: "Rukiye! Aap ja rahe hain? Main abhi bhi darri hui hoon." (in Hindi; "Wait! You're leaving? I'm still frightened.") Hunter: (stepping back, all business) "Lock the door behind me. Don't talk to anyone. I'll send a cruiser. Keep that camera safe." Selvi: "Theek hai. Main yahin hoon." (in Hindi; "Okay. I'll be right here.") Hunter: (into the phone, walking away) "Keep the scene secure. I'm five minutes out."
created_at"2026-09-03T16:12:25.489Z" 9/3/2026, 4:12:25 PM
model"tencent/hy4-preview-20260827"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1775
moderation_latency(null)
generation_time140805
tokens_prompt302
tokens_completion8855
native_tokens_prompt289
native_tokens_completion8947
native_tokens_completion_images(null)
native_tokens_reasoning8262
native_tokens_cached192
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(null)
usage0.022465409
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788451945-RtIDuJ0Vltjmfkhmryvv"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788451945-Jta5avQIopislFKIPEUh"
upstream_id"a530f6a9-c04f-42c2-b36b-e9955e769e2e"
provider_responses
0
endpoint_id"ad2a4093-3d2a-41d9-adf1-8b499ac8445d"
id"a530f6a9-c04f-42c2-b36b-e9955e769e2e"
is_byokfalse
latency1773
model_permaslug"tencent/hy4-preview-20260827"
provider_name"Tencent"
status200
total_cost0.022465409
cache_discount0.000152064
upstream_inference_cost0
provider_name"Tencent"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
55.56% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me. I'm Detective Hunter, Alborn P.D. I need to ask you about the Apple Festival—about the man who disappeared Saturday night."
detectedLang"en"
heavyLang"en"
scores
en0.7836763330215154
tl0.576271186440678
fr0.5386533665835411
no0.5365731462925851
da0.5202282157676348
it0.497828447339848
nl0.49175824175824173
sq0.4536326048434731
sv0.44277108433734935
es0.44209891435464416
ro0.4356314826113484
de0.4328632740649908
ms0.4283065512978987
cs0.42759900990099015
ca0.4207889793362555
pt0.4089456869009585
hr0.3878226340172072
sl0.3874172185430464
lt0.37160326086956524
yo0.3611878453038674
lv0.347212420606916
et0.3406985032074127
pl0.32727272727272727
sk0.32234432234432236
tr0.21343537414965988
fi0.17557932263814618
az0.16365280289330925
eu0.1306390977443609
is0.12735849056603774
hu0.12653446647780925
be0.07035175879396985
uk0.06376518218623482
vi0.06376518218623482
reliabletrue
passestrue
1
name"Selvi"
dialogue"Apple...? Nahi, main... main theek nahi hoon."
detectedLang"fr"
heavyLang"tl"
scores
fr0.5930232558139535
de0.5679012345679012
en0.5358090185676392
nl0.5056497175141244
eu0.4852941176470589
es0.4648318042813456
it0.3217054263565891
sv0.29718875502008035
reliabletrue
passesfalse
2
name"Hunter"
dialogue"Ma'am? I asked if you were near the festival grounds. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7980613893376414
tl0.5874587458745875
sv0.5693367786391041
da0.5251661918328585
hr0.5155038759689923
no0.5044598612487611
cs0.5014955134596211
sq0.47862356621480706
fr0.42263279445727486
pt0.4165694282380397
ca0.4075829383886255
pl0.39903846153846156
ms0.39686369119420983
sk0.39172749391727496
it0.3849938499384994
sl0.38042131350681535
et0.3670886075949367
ro0.358974358974359
yo0.35233160621761656
nl0.3498049414824447
lt0.274310595065312
es0.26793557833089315
tr0.2668621700879765
az0.26578560939794427
vi0.258160237388724
de0.22118380062305293
hu0.21135646687697163
lv0.20127795527156547
be0.12280701754385964
fi0.11190053285968028
is0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
3
name"Selvi"
dialogue"Sirf Hindi. Koi angrezi nahi."
detectedLang"tl"
heavyLang"tl"
scores
tl0.6399176954732511
eu0.4852941176470589
ro0.375
it0.36823104693140796
is0.358974358974359
et0.34944237918215615
no0.34944237918215615
da0.3346007604562738
sq0.3320610687022901
de0.308300395256917
hi0.308300395256917
reliabletrue
passesfalse
4
name"Hunter"
dialogue"Speak into this."
detectedLang"en"
heavyLang"en"
scores
en0.8449612403100775
tl0.6666666666666666
reliabletrue
passestrue
5
name"Selvi"
dialogue"Maine us aadmi ko dekha. Woh orchard ke paas tha. Phir woh... woh gayab ho gaya."
detectedLang"tl"
heavyLang"de"
scores
tl0.5162932790224032
en0.4193154034229829
de0.39720812182741116
fr0.37335092348284965
ms0.3356643356643356
yo0.3155619596541787
lv0.30758017492711365
cs0.3055555555555556
ca0.291044776119403
no0.2813918305597579
et0.2554858934169279
fi0.2554858934169279
ro0.23633440514469453
sl0.2096505823627288
sq0.19763513513513514
sk0.18941979522184302
it0.18244406196213425
eu0.1810344827586207
lt0.16666666666666666
es0.13636363636363635
nl0.13636363636363635
pt0.13636363636363635
reliablefalse
passesfalse
6
name"Hunter"
dialogue"Vanished? You saw one of the missing men?"
detectedLang"en"
heavyLang"en"
scores
en0.8211963589076723
tl0.6395806028833552
nl0.6347941567065073
da0.625340599455041
no0.5991253644314869
sv0.5362563237774031
ms0.5115452930728241
is0.4670542635658915
yo0.4444444444444444
de0.36046511627906974
fr0.3529411764705882
hr0.2403314917127072
pl0.2403314917127072
cs0.22096317280453256
fi0.22096317280453256
sq0.22096317280453256
ca0.207492795389049
az0.19117647058823528
et0.19117647058823528
it0.19117647058823528
pt0.19117647058823528
reliabletrue
passestrue
7
name"Selvi"
dialogue"Haan. Do log. Woh cheekh rahe the, par wahan koi nahi tha."
detectedLang"ms"
heavyLang"tl"
scores
ms0.5489690721649484
en0.5302013422818792
sq0.4712990936555891
tl0.40170940170940167
fr0.38811188811188807
yo0.34579439252336447
da0.328214971209213
sv0.328214971209213
eu0.32038834951456313
pt0.308300395256917
lv0.3069306930693069
pl0.29006085192697767
cs0.2753623188405797
sk0.2738589211618257
hr0.25531914893617025
sl0.25531914893617025
vi0.24078091106290672
no0.21348314606741572
fi0.2009132420091324
nl0.1935483870967742
reliablefalse
passesfalse
8
name"Hunter"
dialogue"Where were you standing? Show me."
detectedLang"en"
heavyLang"en"
scores
en0.8232521602513746
nl0.647887323943662
tl0.6473354231974922
sq0.6120689655172413
no0.5841035120147875
ms0.5212765957446809
is0.49776785714285715
da0.49664429530201337
et0.4230769230769231
pt0.4230769230769231
sl0.4201030927835051
cs0.40476190476190477
fr0.39999999999999997
it0.39999999999999997
de0.3967828418230563
sk0.3902439024390244
lt0.3885869565217392
az0.3715083798882682
es0.3119266055045872
pl0.2694805194805195
hr0.267100977198697
fi0.25
tr0.22945205479452058
ro0.21875
sv0.21875
reliabletrue
passestrue
9
name"Selvi"
dialogue"Yahan. Sunrise ke waqt, lake ke paas. Main landscape photography kar rahi thi."
detectedLang"en"
heavyLang"vi"
scores
en0.6439280359820089
fr0.5108135942327497
ms0.42284325637910086
tl0.36918990703851257
de0.3475274725274725
da0.2759146341463415
sl0.24722662440570525
vi0.24603174603174602
is0.1935483870967742
no0.18664383561643835
sv0.17962003454231434
cs0.1782006920415225
tr0.1739130434782609
nl0.16666666666666666
fi0.15630550621669628
yo0.15630550621669628
eu0.15026833631484796
pt0.14874551971326164
hi0.1394927536231884
ro0.13479052823315119
sq0.13479052823315119
reliabletrue
passesfalse
10
name"Hunter"
dialogue"Did anyone see you take this?"
detectedLang"en"
heavyLang"en"
scores
en0.8376623376623377
tl0.6823956442831215
et0.49275362318840576
cs0.308300395256917
sl0.308300395256917
reliabletrue
passestrue
11
name"Selvi"
dialogue"Nahi. Main chhup gayi thi. Mujhe darr lag raha hai."
detectedLang"vi"
heavyLang"vi"
scores
vi0.5098039215686274
eu0.3548387096774194
de0.34065934065934067
et0.3197278911564626
it0.25
en0.24812030075187969
no0.24623115577889448
sv0.2366412213740458
fr0.22680412371134018
nl0.20424403183023873
reliablefalse
passesfalse
12
name"Hunter"
dialogue"You did the right thing staying quiet. I need you to come to the station and give a statement—"
detectedLang"en"
heavyLang"en"
scores
en0.8247291268323774
tl0.6976360637713028
da0.6245733788395904
yo0.6048850574712644
no0.5886312640239342
fr0.5582329317269076
sv0.5188101487314085
it0.5111111111111111
cs0.5098039215686274
pl0.47418738049713194
hr0.47267497603068076
sq0.4701348747591522
nl0.466537342386033
sk0.4532803180914513
de0.4240837696335079
ca0.416135881104034
ro0.4136460554371002
es0.3949394939493949
et0.3707093821510297
lt0.3707093821510297
lv0.3663594470046083
hu0.34210526315789475
ms0.3357487922705314
sl0.3325242718446602
az0.32014833127317677
pt0.2763157894736842
tr0.2724867724867725
fi0.20863309352517986
is0.2005813953488372
vi0.19472913616398244
zh0.12280701754385964
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
13
name"Hunter"
dialogue"I've got to go."
detectedLang"en"
heavyLang"en"
scores
en0.8296422487223168
pl0.7084548104956269
yo0.6815286624203821
tl0.6226415094339622
sk0.5689655172413793
cs0.5670995670995671
lv0.5495495495495496
sl0.5475113122171946
hr0.5370370370370371
no0.5215311004784688
da0.5098039215686274
lt0.5098039215686274
reliabletrue
passestrue
14
name"Selvi"
dialogue"Rukiye! Aap ja rahe hain? Main abhi bhi darri hui hoon."
detectedLang"ca"
heavyLang"la"
scores
ca0.512743628185907
eu0.4491525423728813
fr0.3725868725868726
de0.3380855397148676
et0.32150313152400833
fi0.3200836820083682
sq0.3186582809224318
tr0.30257510729613735
lv0.26136363636363635
en0.23349056603773585
sk0.20537897310513448
da0.19753086419753088
pl0.19753086419753088
sl0.19753086419753088
is0.19154228855721395
sv0.1875
yo0.1875
reliablefalse
passesfalse
15
name"Hunter"
dialogue"Lock the door behind me. Don't talk to anyone. I'll send a cruiser. Keep that camera safe."
detectedLang"en"
heavyLang"en"
scores
en0.7870692992644213
tl0.5439469320066335
nl0.46601941747572817
fr0.46131243878550443
no0.46131243878550443
it0.39759036144578314
yo0.39759036144578314
da0.39560439560439564
es0.377123442808607
sv0.359720605355064
sl0.35217903415783275
sq0.3514150943396226
ms0.35064935064935066
ro0.35064935064935066
cs0.3234932349323493
sk0.3226600985221675
pl0.3037974683544304
ca0.30203045685279184
hr0.2930591259640103
pt0.2930591259640103
de0.28104575163398693
eu0.27726675427069647
lv0.25876010781671155
lt0.25271739130434784
et0.2231638418079096
hu0.22096317280453256
fi0.2005813953488372
tr0.12280701754385964
is0.12
az0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
16
name"Selvi"
dialogue"Theek hai. Main yahin hoon."
detectedLang"vi"
heavyLang"nl"
scores
vi0.4728915662650602
tl0.4281045751633987
nl0.375
it0.36363636363636365
en0.3613138686131387
fr0.3346007604562738
de0.308300395256917
reliablefalse
passesfalse
17
name"Hunter"
dialogue"Keep the scene secure. I'm five minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8141891891891891
tl0.6501272264631043
fr0.4731800766283525
ro0.46393762183235865
no0.45436507936507936
da0.4444444444444444
sv0.4387755102040817
es0.358974358974359
ca0.34988179669030733
it0.3483412322274882
nl0.3483412322274882
de0.34210526315789475
et0.34210526315789475
hr0.3405275779376499
sk0.3405275779376499
sq0.33894230769230765
sl0.3357487922705314
lt0.3341404358353511
pl0.3341404358353511
ms0.3325242718446602
yo0.2801047120418848
cs0.21428571428571427
fi0.207492795389049
pt0.1863905325443787
reliabletrue
passestrue