Run: 2026-04-25-01KQ2DTST93ZEZRNBF83J58FH6

Run Details

Model:
DeepSeek V4 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
10.8s
Cost:
$0.000216
Provider:
DeepSeek

Evaluation summary

Score Evaluator
Details Link
45.45% 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
**Voice Sheet** Selvi: (staring at her camera screen, trembling slightly, whispers to herself in Hindi) "Yeh tasveer... woh aakhri pal tha. Main dekh sakti hoon... kuch gadbad hai." Hunter: (approaches, clears throat) "Excuse me, miss? I'm Detective Hunter. I heard you were at the apple orchard yesterday during the... incident. Mind if I ask a few questions?" Selvi: (looks up, startled; responds in shaken Hindi) "Haan, wahan tha. Main photo le rahi thi. Phir ek aawaz aayi—ek cheekh. Main ghabra gayi. Kya hua mujhe nahi pata." Hunter: (blinks, confused) "Uh... right. I don't speak... that. Do you understand English? Any English at all?" (points to himself and makes a questioning gesture) Selvi: (shakes head, points to her camera, speaks slowly in Hindi) "Photo... dekho. Yeh aadmi—woh piche se aaya. Phir woh gayab. Main samajh nahi paayi." Hunter: (squints at the camera screen, leans in) "That photo there? Is that the man who went missing? I need to see that. Can I...?" (makes a taking motion) Selvi: (hands camera reluctantly, voice trembling in Hindi) "Le lo, le lo. Lekin usme kuch aur bhi hai—ek parchaayi. Main usse pehle kabhi nahi dekhi." Hunter: (studies photo, frowns) "This is good. Very clear. But you're saying there's a shadow? I don't see it." (looks at her, puzzled) Selvi: (points at a corner of the screen, urgent Hindi) "Wahan dekho! Woh lamha toh nahi hona chahiye tha. Koi aur tha wahan. Kya woh... woh kaaran hai?" Hunter: (phone buzzes; he glances at it) "Hold on, I gotta take this." (answers) "Yeah, Hunter here... What? Another one? At the bridge? I'm on my way." (hangs up, turns to Selvi) "I'm sorry, I have to go. Can I keep this photo for now? I'll have someone come by later who speaks your language. Stay safe, okay?" Selvi: (nods, eyes wide, whispers in Hindi) "Haan... aap bhi safe rahein. Woh abhi bhi yahin hai. Main jaanti hoon." Hunter: (gives a small nod, not understanding, then hurries out of the cafe)
created_at"2026-04-25T13:38:57.485Z" 4/25/2026, 1:38:57 PM
model"deepseek/deepseek-v4-flash-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency623
moderation_latency(null)
generation_time10724
tokens_prompt315
tokens_completion695
native_tokens_prompt268
native_tokens_completion739
native_tokens_completion_images(null)
native_tokens_reasoning149
native_tokens_cached256
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"
usage0.000215768
router(null)
provider_responses
0
endpoint_id"722e0746-2034-4d6e-a08f-e6271849ee9e"
id"54779ae0-9ac0-45eb-ae85-50e75a2cec1d"
is_byokfalse
latency308
model_permaslug"deepseek/deepseek-v4-flash-20260423"
provider_name"DeepSeek"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777124337-tjd0Gf2w5yvadu8wF5Au"
session_id(null)
api_type"completions"
id"gen-1777124337-2aGRkBYM9HjFvISDaHau"
upstream_id"54779ae0-9ac0-45eb-ae85-50e75a2cec1d"
total_cost0.000215768
cache_discount0.000028672
upstream_inference_cost0
provider_name"DeepSeek"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
45.45% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"Yeh tasveer... woh aakhri pal tha. Main dekh sakti hoon... kuch gadbad hai."
detectedLang"sq"
heavyLang"de"
scores
sq0.4348404255319149
vi0.2697594501718213
ca0.21586715867158673
nl0.21586715867158673
it0.1904761904761905
en0.18893129770992365
fr0.17153996101364524
de0.1550695825049702
reliablefalse
passesfalse
1
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter. I heard you were at the apple orchard yesterday during the... incident. Mind if I ask a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7922748708735684
tl0.6116708648194794
fr0.5944761069706269
nl0.5404868355688028
no0.5278203164880041
it0.522703818369453
da0.48553948832035587
ca0.4846796657381615
es0.4574780058651026
sv0.4533096926713948
pt0.4523386619301362
ro0.45201421800947866
sq0.4314689612784266
de0.42006269592476486
cs0.35674547983310156
et0.32134996331621424
sl0.3188512518409426
hr0.2895545314900153
ms0.2890084550345888
hu0.2857142857142857
sk0.2635350318471338
yo0.252827140549273
lt0.2473555736371033
pl0.24551386623164762
az0.23108894430590188
tr0.18213969938107868
fi0.12982126058325494
is0.12982126058325494
lv0.12570888468809074
vi0.12570888468809074
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
2
name"Selvi"
dialogue"Haan, wahan tha. Main photo le rahi thi. Phir ek aawaz aayi—ek cheekh. Main ghabra gayi. Kya hua mujhe nahi pata."
detectedLang"fr"
heavyLang"tl"
scores
fr0.40693430656934304
en0.3658536585365854
ms0.27211646136618145
es0.2562929061784897
tl0.24242424242424243
eu0.20245398773006135
vi0.19254658385093168
it0.18238993710691823
yo0.15803108808290156
sl0.15254237288135594
sq0.15254237288135594
ro0.14921465968586387
tr0.14698162729658792
nl0.13333333333333333
hu0.13101604278074866
cs0.11924119241192413
fi0.11924119241192413
de0.10714285714285714
hi0.10591471801925723
reliablefalse
passesfalse
3
name"Hunter"
dialogue"Uh... right. I don't speak... that. Do you understand English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8182166092613853
tl0.6484085862324205
no0.6371275783040489
da0.6156957928802589
sv0.509297520661157
de0.463882618510158
cs0.4571428571428572
pl0.4221411192214112
hr0.41066997518610426
sq0.40476190476190477
sk0.3815104166666667
ca0.3632707774798928
yo0.33473389355742295
ro0.3319268635724332
it0.2824773413897281
nl0.2725880551301685
vi0.26810477657935283
pt0.24722662440570525
et0.24121405750798725
is0.2238562091503268
sl0.20168067226890754
fr0.13479052823315119
ms0.1316270566727605
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
4
name"Selvi"
dialogue"Photo... dekho. Yeh aadmi—woh piche se aaya. Phir woh gayab. Main samajh nahi paayi."
detectedLang"fr"
heavyLang"ber"
scores
fr0.47500000000000003
en0.33962264150943394
cs0.29906542056074764
it0.2895805142083897
fi0.2818057455540356
de0.27884615384615385
da0.2532005689900427
no0.25
tl0.24892703862660948
sv0.2402315484804631
eu0.2391304347826087
hr0.20212765957446807
sl0.2009132420091324
es0.1984732824427481
ro0.18604651162790697
pt0.1847826086956522
sq0.1758241758241758
yo0.16930379746835442
et0.16534181240063595
is0.16267942583732056
lv0.15594855305466235
ca0.15458937198067632
hi0.12790697674418602
ms0.1191275167785235
reliablefalse
passesfalse
5
name"Hunter"
dialogue"That photo there? Is that the man who went missing? I need to see that. Can I...?"
detectedLang"en"
heavyLang"en"
scores
en0.8381568926123382
tl0.6016869728209935
da0.5808678500986193
no0.5531019978969506
nl0.5497881355932204
yo0.5148401826484018
sv0.5081018518518519
et0.5069605568445477
de0.4627054361567636
fr0.4444444444444444
cs0.4325767690253671
is0.4193989071038251
lv0.40807799442896936
sq0.40559440559440557
ca0.40308988764044945
lt0.380466472303207
pl0.380466472303207
hr0.375
hu0.34210526315789475
az0.32539682539682535
sk0.32432432432432434
ms0.30668841761827076
it0.2975206611570248
tr0.256993006993007
sl0.2216117216117216
ro0.17475728155339806
fi0.1550695825049702
hi0.1533864541832669
be0.1414141414141414
pt0.1326530612244898
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
6
name"Selvi"
dialogue"Le lo, le lo. Lekin usme kuch aur bhi hai—ek parchaayi. Main usse pehle kabhi nahi dekhi."
detectedLang"it"
heavyLang"la"
scores
it0.4472361809045226
fr0.38684503901895206
es0.3778280542986425
ro0.36342592592592593
eu0.36194895591647336
yo0.32014833127317677
vi0.31077694235588976
pt0.2455418381344307
ca0.23184357541899442
sl0.17541229385307347
tr0.1691842900302115
nl0.15384615384615385
en0.15254237288135594
hu0.15123456790123457
fi0.14596273291925466
is0.13793103448275862
de0.12420382165605094
reliablefalse
passesfalse
7
name"Hunter"
dialogue"This is good. Very clear. But you're saying there's a shadow? I don't see it."
detectedLang"en"
heavyLang"en"
scores
en0.8238255033557047
tl0.5717781402936378
yo0.4336569579288026
hu0.4179600886917961
et0.36053593179049936
sq0.3574051407588739
ca0.3429286608260325
hr0.3234536082474227
tr0.31994818652849744
it0.3137254901960784
cs0.3110236220472441
es0.3064729194187582
pl0.3055555555555556
is0.30463576158940403
nl0.3037135278514589
ro0.3037135278514589
lv0.29435483870967744
no0.2905405405405405
da0.2866847826086956
fr0.28082191780821925
sk0.2778541953232462
sv0.2768595041322314
de0.24132947976878616
lt0.2164179104477612
pt0.21052631578947367
az0.20212765957446807
vi0.20212765957446807
sl0.14634146341463414
be0.11764705882352942
eu0.11764705882352942
fi0.10714285714285714
ms0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
8
name"Selvi"
dialogue"Wahan dekho! Woh lamha toh nahi hona chahiye tha. Koi aur tha wahan. Kya woh... woh kaaran hai?"
detectedLang"ms"
heavyLang"de"
scores
ms0.4424882629107981
fi0.3356643356643356
tl0.31654676258992803
eu0.2578125
vi0.24841772151898736
sq0.19763513513513514
ro0.1810344827586207
ca0.1782006920415225
it0.1739130434782609
et0.15630550621669628
es0.14874551971326164
nl0.1410488245931284
de0.13479052823315119
tr0.13479052823315119
reliablefalse
passesfalse
9
name"Hunter"
dialogue"I'm sorry, I have to go. Can I keep this photo for now? I'll have someone come by later who speaks your language. Stay safe, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.810559765338548
tl0.570874861572536
da0.5128849780012571
no0.4343065693430657
pl0.42077727952167415
cs0.3699186991869919
it0.3272569444444444
yo0.31957857769973663
sk0.30493273542600896
pt0.30180180180180183
fr0.29927667269439423
nl0.27637721755368816
et0.26540284360189575
ro0.2633079847908745
hr0.2475728155339806
de0.23870333988212183
lt0.2288557213930348
sv0.22422422422422422
ca0.21717171717171715
lv0.19270833333333331
ms0.17553191489361702
hi0.1648706896551724
is0.1594360086767896
tr0.1594360086767896
az0.15300546448087432
sq0.1474147414741474
sl0.13504464285714288
es0.0914419695193435
eu0.0914419695193435
be0.08284023668639054
hu0.07957244655581948
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
10
name"Selvi"
dialogue"Haan... aap bhi safe rahein. Woh abhi bhi yahin hai. Main jaanti hoon."
detectedLang"it"
heavyLang"de"
scores
it0.3578767123287671
en0.35233160621761656
tl0.34554973821989526
de0.32795698924731176
vi0.2951127819548872
et0.258893280632411
fr0.19006479481641467
lt0.19006479481641467
ms0.1758241758241758
lv0.16666666666666666
cs0.1515837104072398
hr0.1515837104072398
ro0.1515837104072398
sk0.1515837104072398
sl0.1515837104072398
sq0.1515837104072398
tr0.1515837104072398
reliablefalse
passesfalse