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Run: 2026-07-25-01KYCXSNR6GFJ6KWQVN1B60B0C
Run Details
Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 8s
Cost:
$0.027544
Provider:
BaseTen
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."
Model response
Messages
Meta
AI
The October air in Alborn, Minnesota, carried the sweet, sharp scent of pressed cider and fallen leaves—an annual promise that the town’s beloved apple festival was near. Inside the cozy hum of the Main Street Café, Maria sat alone by the fogged window, her dark hair falling over the viewfinder of the DSLR that never left her side. At thirty, she was thousands of miles from Spain, fluent in her native tongue but locked out of English entirely. She scrolled through landscape shots—golden orchards, misty creek beds—until her finger froze on a frame that made her stomach drop. The bell above the door chimed. Detective Hunter entered, shaking the Midwestern chill from his shoulders. At thirty-five, the former Marine carried himself with a direct, no-nonsense purpose that had served him well through months of investigating Alborn’s mysterious disappearances. He pulled out the chair across from her, badge visible but voice steady. “Ma’am, I’m Detective Hunter with Alborn PD. I need to ask you about Tuesday evening near Miller’s orchard—part of an active investigation. Do you understand English?” Maria looked up, her eyes widening with recognition and dread. She clutched her camera to her chest and answered in rapid, trembling Spanish. “Perdone... ¿es usted policía? No hablo inglés, pero vi algo horrible cerca de los manzanos durante el festival...” Hunter leaned in, concern mixing with frustration. “I don’t speak Spanish. Do you understand me? Any at all?” She shook her head violently, then thrust the camera toward him, speaking faster, her voice breaking. “No... no lo entiendo. Pero mire mi cámara—hay una sombra entre los árboles... ¡me dio un miedo terrible!” Hunter held up his hands, speaking slowly and clearly. “Slow down. Camera—yes, you’re a photographer. Show me.” For several minutes they circled each other in an urgent, broken dance—Hunter asking direct questions she couldn’t parse, Maria describing figures and darkness near the creek in emotional Spanish he couldn’t understand. She tapped her LCD screen, showing him an autumn landscape with a dark, indistinct blur near the tree line, her hands trembling as she pointed. Then his phone rang sharply, shattering the tense quiet. “Hunter... Yes, I’m leaving now.” He hung up and turned back, pointing firmly at her chair, then at the café door—trying, and failing, to bridge the language gap with gesture alone. “Emergency—another disappearance near County Road. I have to go. Stay here.” Maria clutched her camera tighter, nodding though her eyes showed she had grasped only the urgency, not the words. “No... ¿se va? Por favor, no me deje...” But Hunter was already striding back into the gray Minnesota morning, leaving her alone with the frightening image she had captured and the fear that still hadn’t left her voice. --- **Voice Sheet:** Maria: "Perdone... ¿es usted policía? No hablo inglés, pero vi algo horrible cerca de los manzanos durante el festival..." Hunter: "I'm Detective Hunter with Alborn PD. I'm investigating disappearances near the orchard. Do you understand English?" Maria: "No... no lo entiendo. Pero mire mi cámara—hay una sombra entre los árboles... ¡me dio un miedo terrible!" Hunter: "I don't speak Spanish. Slow down. Show me the camera." Maria: "Sí... en esta foto, al anochecer, cerca del arroyo... una figura extraña. Por favor, tenga cuidado." Hunter: "You're shaking. Just point to where this was taken and stay calm." Maria: "Aquí... detrás de los árboles de manzana. Yo... yo corrí de allí." Hunter: "I need those images for evidence. Stay put—I'm sending someone who can translate." Hunter: "That was dispatch—another missing person. I have to leave now. Don't move from here." Maria: "No... ¿se va? Por favor, no me deje sola..."
created_at
"2026-07-25T15:20:14.863Z"
7/25/2026, 3:20:14 PM
model
"thinkingmachines/inkling-20260715"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
253
moderation_latency
(null)
generation_time
66953
tokens_prompt
304
tokens_completion
7748
native_tokens_prompt
275
native_tokens_completion
6733
native_tokens_completion_images
(null)
native_tokens_reasoning
5891
native_tokens_cached
0
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
0.02754365
router
(null)
provider_responses
0
endpoint_id
"ba2df08c-c0a0-4e0e-9f31-d79a9c475b70"
id
"chatcmpl-56783d54a3e54ff999fd9480479fb7af"
is_byok
false
latency
253
model_permaslug
"thinkingmachines/inkling-20260715"
provider_name
"BaseTen"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784992814-OsyGh6O6zL8MMhly4JMq"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784992814-rgGLjZcpwlDMSWpilaYf"
upstream_id
"chatcmpl-56783d54a3e54ff999fd9480479fb7af"
total_cost
0.02754365
cache_discount
(null)
upstream_inference_cost
0
provider_name
"BaseTen"
response_cache_source_id
(null)
data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Maria"
dialogue
"Perdone... ¿es usted policía? No hablo inglés, pero vi algo horrible cerca de los manzanos durante el festival..."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7805814591332968
ca
0.6680497925311203
pt
0.6464869642068052
it
0.5776135163674763
fr
0.5218170950388523
ro
0.5021779713752333
no
0.48586118251928023
tl
0.48287007110536523
en
0.4513031550068587
da
0.44095038434661077
hu
0.4156318480642805
de
0.3930197268588771
lv
0.38556067588325654
eu
0.37402190923317685
sv
0.36507936507936506
sq
0.35379644588045234
ms
0.3474714518760196
nl
0.3464052287581699
tr
0.33774834437086093
hr
0.3277310924369748
lt
0.3254637436762226
cs
0.3079584775086505
az
0.2907801418439716
sk
0.2694063926940639
et
0.2647058823529412
sl
0.25788497217068646
pl
0.2202729044834308
fi
0.15522703273495247
vi
0.1111111111111111
yo
0.10514541387024609
reliable
true
passes
true
1
name
"Hunter"
dialogue
"I'm Detective Hunter with Alborn PD. I'm investigating disappearances near the orchard. Do you understand English?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7761862130707252
tl
0.6012759170653907
fr
0.558043606364172
no
0.5479204339963833
ro
0.5358910891089109
pt
0.5309568480300189
nl
0.5219885277246654
da
0.4976557267247153
de
0.48910081743869205
sv
0.4827586206896552
it
0.46504992867332384
ms
0.41815360744763375
ca
0.4172494172494172
cs
0.3985565356856456
sq
0.38271604938271603
hr
0.3816982687551525
es
0.3567753001715266
sl
0.3315508021390375
sk
0.3237150586113616
pl
0.22760041194644695
is
0.2203742203742204
yo
0.19786096256684493
lv
0.1610738255033557
et
0.14675767918088736
lt
0.14383561643835618
az
0.1359447004608295
vi
0.1289198606271777
fi
0.07292954264524104
tr
0.07292954264524104
reliable
true
passes
true
2
name
"Maria"
dialogue
"No... no lo entiendo. Pero mire mi cámara—hay una sombra entre los árboles... ¡me dio un miedo terrible!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.7978047371461583
ca
0.6615087040618954
it
0.640102827763496
pt
0.5913601868067717
fr
0.5875073659398939
en
0.46929492039423804
tl
0.4176372712146422
lv
0.3949870354364737
ro
0.3934142114384749
yo
0.3210475266731329
sq
0.3157380254154448
hr
0.2864424057084608
sk
0.2813141683778234
sl
0.2776057791537668
no
0.2639327024185068
tr
0.25293489861259333
et
0.25133689839572193
vi
0.24892703862660948
nl
0.2456896551724138
fi
0.24324324324324328
pl
0.2324561403508772
ms
0.22308546059933407
hu
0.17452830188679244
de
0.16765755053507728
eu
0.13793103448275862
cs
0.10485933503836317
az
0.08256880733944955
da
0.08256880733944955
sv
0.08256880733944955
reliable
true
passes
true
3
name
"Hunter"
dialogue
"I don't speak Spanish. Slow down. Show me the camera."
detectedLang
"en"
heavyLang
"en"
scores
en
0.789410348977136
tl
0.5641344956413449
sq
0.5569620253164557
no
0.5400788436268068
nl
0.5339547270306259
sv
0.5192307692307693
it
0.5021337126600285
ro
0.48377581120943947
da
0.4514106583072101
fr
0.4117647058823529
ca
0.4067796610169492
ms
0.4006849315068493
es
0.36479128856624315
yo
0.3566176470588235
pt
0.32038834951456313
de
0.3110236220472441
et
0.3110236220472441
hr
0.2842535787321063
hu
0.2827868852459016
pl
0.2647058823529412
cs
0.23076923076923078
sl
0.2009132420091324
fi
0.1764705882352941
sk
0.17061611374407584
be
0.16666666666666666
tr
0.16666666666666666
az
0.15254237288135594
is
0.15254237288135594
lt
0.15254237288135594
lv
0.15254237288135594
uk
0.15254237288135594
vi
0.15254237288135594
reliable
true
passes
true
4
name
"Maria"
dialogue
"Sí... en esta foto, al anochecer, cerca del arroyo... una figura extraña. Por favor, tenga cuidado."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7936507936507936
pt
0.6753246753246753
ca
0.6668375192209123
it
0.6039000609384522
ro
0.5396600566572238
da
0.45147679324894513
no
0.45101351351351354
nl
0.42731277533039647
sv
0.37858508604206503
fr
0.358974358974359
sq
0.34804413239719156
tl
0.3460764587525151
sl
0.32642487046632124
is
0.27293064876957496
en
0.26220204313280365
de
0.24330616996507565
ms
0.23349056603773585
eu
0.20828258221680876
sk
0.18952618453865336
yo
0.18546365914786966
cs
0.16452442159383035
tr
0.14473684210526316
fi
0.11444141689373298
hu
0.10591471801925723
lv
0.08835904628330996
pl
0.08835904628330996
et
0.08321579689703808
hr
0.08321579689703808
reliable
true
passes
true
5
name
"Hunter"
dialogue
"You're shaking. Just point to where this was taken and stay calm."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8236514522821577
tl
0.6212121212121212
nl
0.45790816326530615
yo
0.4318181818181818
no
0.40807799442896936
de
0.39458689458689455
fr
0.3928571428571429
sv
0.3795620437956204
da
0.37683284457478006
pl
0.34815950920245403
sk
0.33070866141732286
sl
0.3189102564102564
cs
0.23561151079136694
lv
0.22303473491773307
hr
0.2144177449168207
lt
0.19659735349716445
et
0.1935483870967742
sq
0.1550695825049702
ca
0.1533864541832669
is
0.1431451612903226
pt
0.1431451612903226
reliable
true
passes
true
6
name
"Maria"
dialogue
"Aquí... detrás de los árboles de manzana. Yo... yo corrí de allí."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7750281214848144
ca
0.6554694229112834
fr
0.49748743718592964
pt
0.4601889338731444
en
0.3620414673046252
nl
0.36
tl
0.36
hu
0.33665008291873966
yo
0.3197278911564626
ms
0.3103448275862069
it
0.2895204262877442
ro
0.27140255009107467
de
0.26605504587155965
da
0.22928709055876687
sv
0.22178988326848248
no
0.21414538310412573
hr
0.2
sl
0.2
tr
0.19678714859437751
lv
0.15966386554621848
eu
0.14893617021276595
az
0.13606911447084233
sq
0.13606911447084233
reliable
true
passes
true
7
name
"Hunter"
dialogue
"I need those images for evidence. Stay put—I'm sending someone who can translate."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8106060606060606
no
0.555735056542811
pt
0.5389773679798826
da
0.5319148936170213
fr
0.5089285714285715
tl
0.5089285714285715
ca
0.48015122873345933
ro
0.4731800766283525
hr
0.4222689075630252
es
0.41798941798941797
sq
0.40411700975081255
tr
0.38820912124582874
it
0.3785310734463277
cs
0.367816091954023
nl
0.36562860438292966
de
0.3413173652694611
sk
0.3365500603136309
lv
0.33171324422843257
ms
0.3234932349323493
et
0.32182490752157833
is
0.29214929214929214
az
0.26568758344459276
sv
0.2637215528781794
pl
0.26273458445040215
eu
0.2198581560283688
yo
0.21875
vi
0.21540656205420827
sl
0.19590643274853803
lt
0.19117647058823528
be
0.11290322580645161
hu
0.1085899513776337
uk
0.10277324632952692
reliable
true
passes
true
8
name
"Hunter"
dialogue
"That was dispatch—another missing person. I have to leave now. Don't move from here."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8246173469387754
tl
0.5852187028657617
da
0.578544061302682
no
0.47368421052631576
sv
0.472168905950096
de
0.466537342386033
sq
0.45054945054945056
it
0.44388270980788674
ca
0.4148936170212766
nl
0.4117647058823529
cs
0.3982494529540482
is
0.38820912124582874
fr
0.38547486033519557
sk
0.3764172335600907
pl
0.367816091954023
hr
0.36342592592592593
yo
0.3612078977932636
pt
0.3552168815943728
es
0.3405275779376499
ro
0.32926829268292684
lv
0.32098765432098764
lt
0.302915082382763
ms
0.2647058823529412
az
0.2537313432835821
et
0.2537313432835821
tr
0.19941775836972345
hu
0.19117647058823528
sl
0.18032786885245902
fi
0.12420382165605094
be
0.11290322580645161
uk
0.10277324632952692
vi
0.10277324632952692
reliable
true
passes
true
9
name
"Maria"
dialogue
"No... ¿se va? Por favor, no me deje sola..."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7767857142857143
pt
0.7401847575057737
it
0.704724409448819
ca
0.7043363994743759
sq
0.6691176470588235
fr
0.6256239600665559
ro
0.5938628158844765
no
0.593128390596745
sl
0.5588235294117647
en
0.5398773006134969
hr
0.5098039215686274
fi
0.44029850746268656
da
0.4109947643979057
sv
0.4015957446808511
nl
0.39839572192513373
cs
0.3767313019390581
lv
0.3679775280898876
yo
0.32228915662650603
et
0.296875
sk
0.2879746835443038
tr
0.281150159744409
ms
0.27184466019417475
tl
0.26229508196721313
pl
0.25
reliable
true
passes
true