Run: 2026-07-25-01KYCWAAB51B812EH613317AM4

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
27.1s
Cost:
$0.021547
Provider:
BaseTen

Evaluation summary

Score Evaluator
Details Link
50.00% 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
Selvi: "(looking up from her camera, voice trembling) Aap... aap kaun hain? Mujhe angrezi bilkul nahi aati, aur main bahut darr gayi hoon..." Hunter: "I'm Detective Hunter, Alborn PD. I need to ask you about Tuesday near the old orchard—did you see anything with those missing hikers?" Selvi: "Mangalwar shaam? Haan! Main wahan landscape ki tasveerein le rahi thi... phir ek chhaya aayi! Log... log gayab ho gaye! Maine apni aankhon se dekha!" Hunter: "(leaning in, frustrated and confused) Shadow? You're telling me people just vanished? Jesus. Okay—your camera. Did you catch whatever it was?" Selvi: "(hugging her camera tightly, eyes wide with fear) Haan! Isme sab saboot hai! Dekhiye! Main yahan akeli hoon, kripya meri madad kijiye!" Hunter: "I'm trying to help, but I can't understand a word you're saying. Just... stay calm. We'll figure it out." Selvi: "Nahi, aap samajh nahi rahe! Woh chhaya unhe le gayi! Mujhe dar lag raha hai!" Hunter: "(pulling out notepad, writing firmly) Okay, okay. You're safe now. Just—" "(phone rings sharply) "Dammit. Hunter speaking. Yes, Captain, I'm at the Maple Street Cafe... Send a Hindi translator, now. I'm heading to the scene." "(back to Selvi, urgent) Gotta run. Lock the door when I leave." Selvi: "(grabbing his sleeve, panicked) Aap abhi jaa rahe hain? Nahi! Mujhe akela mat chhodiye! Woh wapas aa sakta hai!" Hunter: "(gently pulling free, no-nonsense tone) You'll be fine. Help is coming. Guard that camera—it's evidence." (turns and strides out quickly)
created_at"2026-07-25T14:54:23.086Z" 7/25/2026, 2:54:23 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency250
moderation_latency(null)
generation_time26564
tokens_prompt302
tokens_completion5577
native_tokens_prompt280
native_tokens_completion5251
native_tokens_completion_images(null)
native_tokens_reasoning4818
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(null)
usage0.02154655
router(null)
provider_responses
0
endpoint_id"ba2df08c-c0a0-4e0e-9f31-d79a9c475b70"
id"chatcmpl-bdcc5005004b4f6e9cdde58ed720f4cd"
is_byokfalse
latency250
model_permaslug"thinkingmachines/inkling-20260715"
provider_name"BaseTen"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784991263-DQGRipMXbQgvpyJC6RnC"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784991263-SInuEThx4IxeSWxaMv1h"
upstream_id"chatcmpl-bdcc5005004b4f6e9cdde58ed720f4cd"
total_cost0.02154655
cache_discount(null)
upstream_inference_cost0
provider_name"BaseTen"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
50.00% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"Aap... aap kaun hain? Mujhe angrezi bilkul nahi aati, aur main bahut darr gayi hoon..."
detectedLang"eu"
heavyLang"id"
scores
eu0.402390438247012
ro0.3181818181818182
de0.25742574257425743
sq0.1891891891891892
en0.18032786885245902
no0.17279411764705882
da0.16356877323420074
fr0.16356877323420074
reliablefalse
passesfalse
1
name"Hunter"
dialogue"I'm Detective Hunter, Alborn PD. I need to ask you about Tuesday near the old orchard—did you see anything with those missing hikers?"
detectedLang"en"
heavyLang"en"
scores
en0.8039435357382927
tl0.5978860294117647
da0.4455006337135614
no0.4318181818181818
fr0.4075829383886255
nl0.40191387559808617
sq0.39193884642112575
it0.3763364219529579
ro0.3640988372093023
ca0.33912386706948644
sv0.33912386706948644
et0.3330792682926829
ms0.31533646322378717
cs0.3061062648691515
yo0.2744610281923715
hr0.2690058479532163
de0.26716917922948075
pt0.25404944586530265
pl0.2297535211267606
sl0.22014260249554365
is0.19724770642201836
sk0.18906394810009267
lv0.17452830188679244
es0.16904083570750236
lt0.1602687140115163
tr0.12848605577689243
az0.12761714855433698
fi0.08184679958027283
be0.07407407407407407
hu0.07112526539278131
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue
2
name"Selvi"
dialogue"Mangalwar shaam? Haan! Main wahan landscape ki tasveerein le rahi thi... phir ek chhaya aayi! Log... log gayab ho gaye! Maine apni aankhon se dekha!"
detectedLang"fr"
heavyLang"vi"
scores
fr0.41082802547770697
ms0.4066709429121232
nl0.3531468531468532
ro0.32873730043541366
en0.3248175182481752
it0.312267657992565
no0.30815258040388926
sl0.30293896006028637
de0.2992424242424242
tl0.2922723794950268
fi0.2762128325508607
yo0.26992896606156275
da0.25643086816720256
es0.2120954003407155
cs0.20736932305055697
hu0.19143356643356643
ca0.18930762489044697
tr0.18930762489044697
is0.18358340688437777
sv0.17040358744394618
sq0.1659152389540126
et0.14981617647058823
az0.14431082331174835
vi0.14351851851851852
hr0.12570888468809074
pt0.1139846743295019
sk0.10714285714285714
lv0.08687068114511352
eu0.08325074331020813
reliablefalse
passesfalse
3
name"Hunter"
dialogue"Shadow? You're telling me people just vanished? Jesus. Okay—your camera. Did you catch whatever it was?"
detectedLang"en"
heavyLang"en"
scores
en0.7834158415841584
tl0.5778045838359469
nl0.4161801501251043
sv0.39759036144578314
fr0.3738819320214669
et0.34148635936030103
de0.3320610687022901
ms0.3223620522749274
pt0.3110236220472441
it0.3089832181638697
da0.3020937188434696
no0.29221435793731043
sq0.2505353319057816
es0.22308546059933407
ca0.20364050056882824
yo0.18887601390498263
ro0.18414918414918416
sl0.1116751269035533
lv0.10941475826972011
cs0.10025706940874037
fi0.0967741935483871
reliabletrue
passestrue
4
name"Selvi"
dialogue"Haan! Isme sab saboot hai! Dekhiye! Main yahan akeli hoon, kripya meri madad kijiye!"
detectedLang"tl"
heavyLang"tl"
scores
tl0.3346007604562738
et0.29245283018867924
vi0.23020527859237538
ms0.2081447963800905
hr0.18604651162790697
sq0.16666666666666666
sv0.16666666666666666
it0.16
pt0.16
en0.15865384615384615
fi0.1435562805872757
fr0.1435562805872757
de0.12935323383084577
reliablefalse
passesfalse
5
name"Hunter"
dialogue"I'm trying to help, but I can't understand a word you're saying. Just... stay calm. We'll figure it out."
detectedLang"en"
heavyLang"en"
scores
en0.7996918335901386
no0.5149253731343284
da0.5131086142322098
tl0.5034377387318564
sv0.4415807560137457
cs0.41016333938294003
ro0.40909090909090906
pl0.4058500914076782
ca0.3970315398886827
sk0.39422180801491147
yo0.391955098222638
sq0.36211972522080466
hr0.3608652900688299
fr0.3512974051896207
lv0.3440968718466196
de0.33605720122574056
it0.3222106360792492
lt0.27697441601779754
nl0.27616926503340755
tr0.2753623188405797
et0.25968109339407747
hu0.2554410080183276
is0.2459396751740139
sl0.2450638792102207
pt0.24330616996507565
es0.236192714453584
az0.1698595146871009
vi0.1698595146871009
be0.09722222222222222
eu0.09722222222222222
fi0.08835904628330996
ms0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
6
name"Selvi"
dialogue"Nahi, aap samajh nahi rahe! Woh chhaya unhe le gayi! Mujhe dar lag raha hai!"
detectedLang"et"
heavyLang"tl"
scores
et0.3656716417910448
it0.3656716417910448
ro0.36281859070464767
es0.3328100470957614
no0.3178170144462279
ms0.30668841761827076
sv0.2892976588628763
fr0.28330522765598654
eu0.2796610169491525
vi0.2697594501718213
lt0.22867513611615245
yo0.22303473491773307
sl0.21586715867158673
fi0.19659735349716445
is0.1935483870967742
hu0.18738049713193117
lv0.18582375478927202
tl0.18582375478927202
pt0.17953667953667954
da0.16829745596868884
de0.1533864541832669
nl0.1533864541832669
reliablefalse
passesfalse
7
name"Hunter"
dialogue"Gotta run. Lock the door when I leave."
detectedLang"en"
heavyLang"en"
scores
en0.7737556561085973
it0.5559502664298401
sv0.5395948434622468
yo0.5395948434622468
tl0.5069033530571991
nl0.5
no0.4897959183673469
da0.4646680942184154
sq0.4588744588744588
hu0.4117647058823529
hr0.3573264781491003
ca0.3556701030927836
pl0.33510638297872336
fi0.3093922651933701
cs0.29577464788732394
ro0.2647058823529412
fr0.2378048780487805
ms0.2378048780487805
sk0.22360248447204967
be0.21875
tr0.21875
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
8
name"Selvi"
dialogue"Aap abhi jaa rahe hain? Nahi! Mujhe akela mat chhodiye! Woh wapas aa sakta hai!"
detectedLang"eu"
heavyLang"tr"
scores
eu0.36594202898550726
no0.3379571248423708
tr0.29718875502008035
sq0.2563739376770538
is0.2335766423357664
vi0.23020527859237538
sv0.22337278106508876
es0.16
it0.16
pt0.16
lt0.125
ms0.125
sk0.125
reliablefalse
passesfalse
9
name"Hunter"
dialogue"You'll be fine. Help is coming. Guard that camera—it's evidence."
detectedLang"en"
heavyLang"en"
scores
en0.7965533748204883
tl0.5632065775950668
it0.5535714285714286
es0.5098039215686274
fr0.5023419203747073
nl0.48233861144945184
pt0.480440097799511
ca0.44661458333333337
ro0.43559096945551123
yo0.41135734072022156
hu0.38936781609195403
no0.33903576982892686
da0.2735042735042735
cs0.2685025817555938
de0.25569176882662
lv0.2517605633802817
lt0.2085661080074488
is0.17794970986460348
sv0.16173570019723865
sl0.15
ms0.1448692152917505
sk0.1448692152917505
sq0.1361788617886179
tr0.1361788617886179
reliabletrue
passestrue