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Run: 2026-07-25-01KYCSQC56ZSP2ZKXPK1QA6AXT
Run Details
Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
7m 40s
Cost:
$0.017978
Provider:
DeepInfra
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
Messages
Meta
AI
**Scene: Millie’s Café, Alborn, MN** The autumn banners for Alborn’s annual apple festival still hung in the café windows, but the small-town air felt heavier than usual. Selvi—thirty, studying abroad, fluent only in Hindi—sat alone at a corner table, her camera never far from her hands. She was reviewing landscape shots on the LCD screen when the bell above the door chimed. Detective Hunter entered, all no-nonsense marine posture, and approached her table. He asked about the disappearances plaguing the town. Selvi looked up, visibly shaken, clutching her camera as she answered in rapid, frightened Hindi. Hunter’s face twisted into confusion; he knew no Hindi, not even a greeting. Still, he pressed on. Through trembling gestures, she turned her camera toward him, pointing at shadowy images of the orchard at night. They spoke past each other for a long moment—he in firm English, she in tearful Hindi—until Hunter’s phone cut through the noise. **Voice Sheet** Selvi: "मैं... मैं बहुत डरी हुई हूँ [I... I am very frightened]... मैंने सेब के बगीचे के पास [near the apple orchard]... कुछ भयानक देखा [saw something terrible]..." Hunter: "I don’t speak Hindi. Look, I’m Detective Hunter. People are vanishing in Alborn. Did you see anything near the orchard last night?" Selvi: "यह कैमरा [This camera]... तस्वीरें [photos]... देखिए [look]! वह आदमी [That man]... गायब हो गया [disappeared]..." Hunter: "Photos? You actually got pictures? Slow down and show me—now." Selvi: "हाँ [Yes]... यह सच है [This is true]. कृपया [Please]... मेरी मदद करें [help me]... रात को [At night]... उसने चिल्लाया [He screamed]..." Hunter: "That’s one of the missing. Where exactly—near the festival grounds?" Selvi: "हाँ... वहाँ [Yes... there]... कैमरे में [in the camera]... सब कुछ है [everything is there]..." [Hunter’s phone rings sharply.] Hunter: "Hunter. Yeah—I’m at Millie’s. I’ve got a witness with actual images. On my way to the station now." [He pockets the phone, points firmly at her chair.] "Stay right here. Don’t leave. I’ll send a translator." Selvi: "ठीक है [Okay]... मैं इंतज़ार करूँगी [I will wait]... कृपया जल्दी आइए [Please come quickly]..." [Hunter nods once and exits into the Alborn afternoon, leaving Selvi trembling, her camera still clutched in both hands.]
created_at
"2026-07-25T14:09:05.2Z"
7/25/2026, 2:09:05 PM
model
"thinkingmachines/inkling-20260715"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
875
moderation_latency
(null)
generation_time
460131
tokens_prompt
302
tokens_completion
5534
native_tokens_prompt
280
native_tokens_completion
4383
native_tokens_completion_images
(null)
native_tokens_reasoning
4802
native_tokens_cached
64
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.01797803
router
(null)
provider_responses
0
endpoint_id
"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id
"chatcmpl-RSleVu9rq5jLj8g0Kl8hAEhl"
is_byok
false
latency
61
model_permaslug
"thinkingmachines/inkling-20260715"
provider_name
"DeepInfra"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784988545-gHjfDxUbU1AqlpA8gw3A"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784988545-BE6kfK4XU7h5HsHjHOQy"
upstream_id
"chatcmpl-RSleVu9rq5jLj8g0Kl8hAEhl"
total_cost
0.01797803
cache_discount
0.00005312
upstream_inference_cost
0
provider_name
"DeepInfra"
response_cache_source_id
(null)
data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Selvi"
dialogue
"मैं... मैं बहुत डरी हुई हूँ ... मैंने सेब के बगीचे के पास ... कुछ भयानक देखा ..."
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8813888289842571
mr
0.8738242716219317
reliable
true
passes
true
1
name
"Hunter"
dialogue
"I don’t speak Hindi. Look, I’m Detective Hunter. People are vanishing in Alborn. Did you see anything near the orchard last night?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8011928429423459
tl
0.6879334257975035
ro
0.43431803896920174
it
0.39999999999999997
sq
0.3797381116471399
no
0.3780234968901175
nl
0.3736951983298539
fr
0.35344827586206895
de
0.34210526315789475
sv
0.3382352941176471
da
0.33677229182019164
et
0.3098159509202454
ca
0.29522317932654657
yo
0.2834394904458599
ms
0.24369747899159663
sl
0.23728813559322032
cs
0.22077922077922074
pt
0.205648720211827
pl
0.1891891891891892
hr
0.18625678119349007
es
0.16512059369202228
is
0.15174363807728558
az
0.14040114613180515
tr
0.12536443148688048
hi
0.07975460122699386
sk
0.07407407407407407
be
0.07216494845360825
hu
0.06928645294725957
lt
0.06542056074766354
lv
0.06542056074766354
uk
0.06542056074766354
vi
0.06542056074766354
reliable
true
passes
true
2
name
"Selvi"
dialogue
"यह कैमरा ... तस्वीरें ... देखिए ! वह आदमी ... गायब हो गया ..."
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8794652640806487
mr
0.8695136417556346
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Photos? You actually got pictures? Slow down and show me—now."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8095238095238095
tl
0.6124031007751938
fr
0.5807127882599581
nl
0.48586118251928023
ca
0.46808510638297873
pt
0.45054945054945056
es
0.4143484626647145
ro
0.38080495356037153
et
0.3254637436762226
no
0.2895204262877442
lv
0.2779783393501805
sq
0.27007299270072993
de
0.26335174953959484
yo
0.19839679358717435
sl
0.18032786885245902
ms
0.17355371900826447
it
0.16666666666666666
lt
0.16666666666666666
cs
0.16317991631799164
hi
0.16142557651991615
fi
0.15789473684210525
da
0.15254237288135594
sv
0.15254237288135594
reliable
true
passes
true
4
name
"Selvi"
dialogue
"हाँ ... यह सच है . कृपया ... मेरी मदद करें ... रात को ... उसने चिल्लाया ..."
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8851294903926483
mr
0.8802525582408012
reliable
true
passes
true
5
name
"Hunter"
dialogue
"That’s one of the missing. Where exactly—near the festival grounds?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8206456755679553
tl
0.6593489780469342
nl
0.5982142857142857
no
0.504950495049505
fr
0.49324324324324326
da
0.4730679156908665
sq
0.4617224880382775
sv
0.45121951219512196
ms
0.4492044063647491
it
0.44649446494464945
de
0.402390438247012
hr
0.3902439024390244
ca
0.3818681318681319
pt
0.3715083798882682
es
0.3670886075949367
is
0.3487698986975398
yo
0.3283582089552239
ro
0.303405572755418
cs
0.293563579277865
et
0.293563579277865
sl
0.293563579277865
az
0.2890995260663507
pl
0.25
fi
0.23857868020304565
lt
0.21875
sk
0.2077464788732394
hu
0.12959381044487428
lv
0.12280701754385964
reliable
true
passes
true
6
name
"Selvi"
dialogue
"हाँ... वहाँ ... कैमरे में ... सब कुछ है ..."
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8828491096532334
mr
0.8750624687656172
reliable
true
passes
true
7
name
"Hunter"
dialogue
"Stay right here. Don’t leave. I’ll send a translator."
detectedLang
"en"
heavyLang
"en"
scores
en
0.819364161849711
tl
0.6355685131195336
sq
0.4596541786743516
ro
0.4444444444444444
pt
0.42835365853658536
de
0.4230769230769231
fr
0.4195046439628483
da
0.4186046511627907
no
0.416796267496112
pl
0.39222042139384117
hr
0.3862520458265139
ca
0.36006825938566556
sl
0.358974358974359
es
0.3578767123287671
nl
0.34782608695652173
sk
0.3397887323943662
yo
0.3397887323943662
cs
0.33745583038869253
it
0.3339253996447602
et
0.32795698924731176
ms
0.32795698924731176
sv
0.32795698924731176
vi
0.2964352720450282
hu
0.2937853107344633
lt
0.28435114503816794
tr
0.27184466019417475
eu
0.267578125
lv
0.267578125
az
0.25595238095238093
is
0.16666666666666666
fi
0.14383561643835618
reliable
true
passes
true
8
name
"Selvi"
dialogue
"ठीक है ... मैं इंतज़ार करूँगी ... कृपया जल्दी आइए ..."
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8755893137768466
mr
0.8736029803086748
reliable
true
passes
true