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Run: 2026-07-25-01KYCWYJC679N22Y0RXHPNZ7T6
Run Details
Model:
Thinking Machines Inkling
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
9.6s
Cost:
$0.004582
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."
Model response
Messages
Meta
AI
The bell over the café door jingled softly, letting in a gust of crisp Midwestern air that smelled of cinnamon and distant apple orchards—Alborn was already buzzing with quiet preparations for its annual festival. Inside, the small coffee shop was warm, filled with the murmur of locals speaking in flat Midwestern vowels. At a corner table near the window sat Isabella, her dark hair pulled back in a loose knot, her beloved camera resting on the table like a second heart. She was studying its LCD screen with intense focus, her fingers tracing the edge of the lens cap. Detective Hunter pushed through the door, his broad shoulders filling the frame, his jaw set in the hard lines of a former Marine who had seen too much. At thirty-five, he carried himself with rigid precision—boots polished, coat practical, eyes scanning the room with tactical awareness. He was investigating a string of disappearances that had turned this sleepy town of three thousand into a place of whispered fear. His gaze landed on Isabella—the only stranger in a town that noticed strangers immediately. He approached her table, pulling out the chair across from her with a scrape of metal on linoleum. Hunter: "Excuse me, miss. I'm Detective Hunter with Alborn PD. You been in town since Tuesday?" Isabella looked up, her large brown eyes widening with surprise, then narrowing with concern. She spoke in rapid, melodic Italian, her hands gesturing toward her chest and then spreading helplessly. Isabella: "Mi scusi... io non parlo l'inglese. È successo qualcosa?" Hunter blinked, his no-nonsense expression shifting into pure confusion. He leaned back slightly, as if physical distance might bridge the language gap. Hunter: "You... you're not speaking English, are you? Italian?" She nodded vigorously, then pointed to her camera, then to her heart, her expression troubled—almost haunted. She spoke again, her voice trembling with emotion, her eyes glistening. Isabella: "Io... io ho visto qualcosa nel bosco. Tre giorni fa. Una luce strana, e poi... niente. Non riesco a dormire." Hunter watched her mouth form sounds he couldn't decode, frustration flickering across his face. He tried slower, louder—an instinctive American reflex. Hunter: "Listen, I need to ask about Tuesday night. Near the old orchard road? Did you see anyone?" Isabella's brow furrowed deeply. She shook her head, her hands flying up in a gesture of helpless distress, then she pointed insistently at her camera, speaking with urgent intensity. Isabella: "Le foto! Ho le prove! Ma non so come... come spiegare..." She pulled the camera closer, her fingers trembling as she tried to navigate the menu, clearly desperate to show him something—images that might matter, images that might explain the fear in her eyes. Hunter leaned in, recognizing the universal language of evidence, but the words between them remained a wall. He pulled out a notepad, writing slowly: *TUESDAY? ORCHARD?* She read it, her face crumpling with recognition and fear. She nodded—once, hard—then spoke in Italian, her voice dropping to a shaken whisper. Isabella: "Sì... sì, io ero lì. Ma è pericoloso. Molto pericoloso." Just then, Hunter's radio crackled with static, then a voice—sharp, urgent. Radio: "Hunter, we've got another one. The Miller farm. Now." His posture changed instantly—Marine mode activated, detective urgency overriding everything. He stood, shoving the notepad into his pocket, his eyes locking onto hers with intensity that transcended language. Hunter: "I have to go. Stay here. Don't leave town." She looked up at him, still clutching her camera, her eyes wide and frightened, speaking one last time in Italian—pleading, warning, or perhaps praying. Isabella: "Per favore... stia attento. Non è solo nel buio..." Hunter paused for half a second, clearly not understanding the words, but recognizing the fear in them. He nodded once—grim, determined—then turned and pushed back out into the October air, leaving Isabella alone with her camera and her untranslated warning. Isabella: "Mi scusi... io non parlo l'inglese. È successo qualcosa?" Hunter: "You... you're not speaking English, are you? Italian?" Isabella: "Io... io ho visto qualcosa nel bosco. Tre giorni fa. Una luce strana, e poi... niente. Non riesco a dormire." Hunter: "Listen, I need to ask about Tuesday night. Near the old orchard road? Did you see anyone?" Isabella: "Le foto! Ho le prove! Ma non so come... come spiegare..." Hunter: "..." Isabella: "Sì... sì, io ero lì. Ma è pericoloso. Molto pericoloso." Hunter: "I have to go. Stay here. Don't leave town." Isabella: "Per favore... stia attento. Non è solo nel buio..." Hunter: "..."
created_at
"2026-07-25T15:05:26.671Z"
7/25/2026, 3:05:26 PM
model
"thinkingmachines/inkling-20260715"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
261
moderation_latency
(null)
generation_time
9141
tokens_prompt
308
tokens_completion
1203
native_tokens_prompt
277
native_tokens_completion
1063
native_tokens_completion_images
(null)
native_tokens_reasoning
0
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
0.00458215
router
(null)
provider_responses
0
endpoint_id
"ba2df08c-c0a0-4e0e-9f31-d79a9c475b70"
id
"chatcmpl-a11c1c30d50c444d84dbc061c478da9f"
is_byok
false
latency
261
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-1784991926-BHqXyxLBuFldkElAb06f"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784991926-Qvv2j9G4bnRIJGZjVpMt"
upstream_id
"chatcmpl-a11c1c30d50c444d84dbc061c478da9f"
total_cost
0.00458215
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
"Hunter"
dialogue
"Excuse me, miss. I'm Detective Hunter with Alborn PD. You been in town since Tuesday?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7810509554140127
tl
0.5982468955441929
it
0.5450785773366419
ro
0.5013599274705349
fr
0.4393476044852191
nl
0.4117647058823529
sl
0.4008714596949891
pt
0.3685419058553387
de
0.3670886075949367
sq
0.3529411764705882
ms
0.34988179669030733
es
0.3373493975903614
no
0.311639549436796
sv
0.30730478589420657
ca
0.302915082382763
cs
0.298469387755102
da
0.23184357541899442
tr
0.21428571428571427
et
0.14728682170542634
yo
0.13793103448275862
az
0.13249211356466878
pl
0.13249211356466878
fi
0.12
hr
0.1085899513776337
reliable
true
passes
true
1
name
"Isabella"
dialogue
"Mi scusi... io non parlo l'inglese. È successo qualcosa?"
detectedLang
"it"
heavyLang
"it"
scores
it
0.8056698673982625
fr
0.5975378787878788
ca
0.5804540967423495
en
0.5046620046620046
pt
0.49584816132858833
yo
0.4487678339818417
es
0.38583815028901736
ro
0.36377245508982037
da
0.3359375
sv
0.32539682539682535
sl
0.2672413793103448
hu
0.26343154246100525
sk
0.26343154246100525
de
0.256993006993007
cs
0.25438596491228066
nl
0.25438596491228066
pl
0.25438596491228066
hr
0.24911660777385158
tr
0.23561151079136694
eu
0.169921875
az
0.1414141414141414
et
0.1290983606557377
lt
0.1290983606557377
ms
0.1290983606557377
lv
0.121900826446281
no
0.121900826446281
sq
0.121900826446281
reliable
true
passes
true
2
name
"Hunter"
dialogue
"You... you're not speaking English, are you? Italian?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8160637645616186
tl
0.6495327102803737
ro
0.5529061102831594
ms
0.5073891625615764
no
0.4350282485875706
de
0.4174757281553398
sv
0.402390438247012
nl
0.3548387096774194
lt
0.3333333333333333
sq
0.3288590604026846
cs
0.3135011441647597
tr
0.3135011441647597
fi
0.3087557603686636
fr
0.3087557603686636
da
0.30394431554524365
hr
0.30394431554524365
pt
0.3023255813953488
it
0.2227979274611399
is
0.19137466307277629
sl
0.1891891891891892
yo
0.1891891891891892
es
0.17355371900826447
az
0.16434540389972147
reliable
true
passes
true
3
name
"Isabella"
dialogue
"Io... io ho visto qualcosa nel bosco. Tre giorni fa. Una luce strana, e poi... niente. Non riesco a dormire."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8127841668895428
ca
0.5524296675191815
es
0.5376486129458389
pt
0.5330220146764509
no
0.4602929838087896
ro
0.4466403162055335
fr
0.4431185361972952
sk
0.43910256410256415
sq
0.4308943089430894
sl
0.41471571906354515
en
0.396551724137931
da
0.39603106125970666
tl
0.3949870354364737
de
0.3934142114384749
hr
0.38217122683142096
cs
0.3566176470588235
nl
0.35185185185185186
yo
0.32627526467757456
sv
0.3076162215628091
lt
0.3027888446215139
is
0.2864424057084608
lv
0.28205128205128205
tr
0.2805755395683453
pl
0.27461139896373055
az
0.27007299270072993
ms
0.25531914893617025
eu
0.25133689839572193
hu
0.2497320471596999
fi
0.23413566739606126
et
0.20903954802259886
vi
0.09090909090909091
reliable
true
passes
true
4
name
"Hunter"
dialogue
"Listen, I need to ask about Tuesday night. Near the old orchard road? Did you see anyone?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8180379746835443
tl
0.6607669616519174
no
0.5403677058353318
da
0.4964973730297723
yo
0.413265306122449
sv
0.3985355648535565
cs
0.3960084033613445
et
0.3928194297782471
de
0.36813186813186816
hr
0.3646408839779005
pl
0.36323366555924697
fr
0.33526011560693636
nl
0.3235294117647059
sq
0.3235294117647059
lv
0.3203309692671395
sk
0.31384248210023863
fi
0.24639580602883354
sl
0.23841059602649006
it
0.23230974632843793
lt
0.22506738544474394
ro
0.2101648351648352
hu
0.203601108033241
ca
0.1935483870967742
tr
0.19241573033707865
is
0.18785310734463279
eu
0.16907514450867053
ms
0.11944869831546708
be
0.10852713178294573
az
0.0987460815047022
es
0.0987460815047022
pt
0.0987460815047022
uk
0.0987460815047022
vi
0.0987460815047022
reliable
true
passes
true
5
name
"Isabella"
dialogue
"Le foto! Ho le prove! Ma non so come... come spiegare..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.7843278217109992
en
0.6240601503759399
no
0.5912806539509536
sk
0.5907230559345157
fr
0.5821727019498607
sl
0.5738636363636364
de
0.5481927710843374
yo
0.5207667731629393
ro
0.5176848874598071
es
0.4594594594594595
ca
0.45848375451263534
cs
0.44649446494464945
tl
0.4392523364485981
hr
0.4140625
nl
0.40828402366863903
sv
0.38650306748466257
hu
0.375
vi
0.3710691823899371
ms
0.3617021276595745
pl
0.3617021276595745
et
0.3464052287581699
lv
0.3181818181818182
pt
0.3087557603686636
sq
0.3055555555555556
da
0.3006993006993007
lt
0.29245283018867924
eu
0.2248062015503876
reliable
true
passes
true
6
name
"Isabella"
dialogue
"Sì... sì, io ero lì. Ma è pericoloso. Molto pericoloso."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8259493670886077
yo
0.6433203631647212
ca
0.5124113475177305
ro
0.4850187265917603
et
0.3663594470046083
fr
0.36194895591647336
ms
0.3483412322274882
tl
0.3483412322274882
sq
0.3405275779376499
lt
0.31077694235588976
pl
0.2801047120418848
hu
0.22969187675070027
sk
0.22969187675070027
vi
0.22096317280453256
es
0.20289855072463767
fi
0.20289855072463767
no
0.20289855072463767
en
0.19590643274853803
da
0.1863905325443787
nl
0.1863905325443787
pt
0.1863905325443787
sv
0.1863905325443787
hr
0.17664670658682635
lv
0.17664670658682635
tr
0.17664670658682635
reliable
true
passes
true
7
name
"Hunter"
dialogue
"I have to go. Stay here. Don't leave town."
detectedLang
"en"
heavyLang
"en"
scores
en
0.829086389061529
da
0.5864661654135338
pl
0.5729813664596274
yo
0.5225694444444445
hr
0.4811320754716981
no
0.48015122873345933
tl
0.46601941747572817
cs
0.461839530332681
sq
0.45972495088408644
sk
0.4258872651356994
lv
0.40217391304347827
lt
0.3778280542986425
ca
0.3341404358353511
sv
0.3341404358353511
sl
0.3055555555555556
it
0.2948717948717949
ro
0.24657534246575344
be
0.20289855072463767
tr
0.20289855072463767
hu
0.19590643274853803
az
0.1863905325443787
et
0.1863905325443787
is
0.1863905325443787
uk
0.1863905325443787
vi
0.1863905325443787
reliable
true
passes
true
8
name
"Isabella"
dialogue
"Per favore... stia attento. Non è solo nel buio..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8127978216473791
en
0.560702875399361
es
0.5542949756888168
ca
0.5266781411359724
fr
0.507168458781362
no
0.4455645161290322
lt
0.439918533604888
pt
0.4387755102040817
sk
0.39560439560439564
sq
0.3663594470046083
nl
0.36194895591647336
sv
0.36194895591647336
sl
0.3405275779376499
yo
0.3341404358353511
tl
0.27821522309711283
cs
0.25474254742547425
eu
0.2403314917127072
hr
0.2403314917127072
de
0.22535211267605632
lv
0.21652421652421652
ro
0.207492795389049
da
0.19117647058823528
reliable
true
passes
true
9
name
"Isabella"
dialogue
"Mi scusi... io non parlo l'inglese. È successo qualcosa?"
detectedLang
"it"
heavyLang
"it"
scores
it
0.8056698673982625
fr
0.5975378787878788
ca
0.5804540967423495
en
0.5046620046620046
pt
0.49584816132858833
yo
0.4487678339818417
es
0.38583815028901736
ro
0.36377245508982037
da
0.3359375
sv
0.32539682539682535
sl
0.2672413793103448
hu
0.26343154246100525
sk
0.26343154246100525
de
0.256993006993007
cs
0.25438596491228066
nl
0.25438596491228066
pl
0.25438596491228066
hr
0.24911660777385158
tr
0.23561151079136694
eu
0.169921875
az
0.1414141414141414
et
0.1290983606557377
lt
0.1290983606557377
ms
0.1290983606557377
lv
0.121900826446281
no
0.121900826446281
sq
0.121900826446281
reliable
true
passes
true
10
name
"Hunter"
dialogue
"You... you're not speaking English, are you? Italian?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8160637645616186
tl
0.6495327102803737
ro
0.5529061102831594
ms
0.5073891625615764
no
0.4350282485875706
de
0.4174757281553398
sv
0.402390438247012
nl
0.3548387096774194
lt
0.3333333333333333
sq
0.3288590604026846
cs
0.3135011441647597
tr
0.3135011441647597
fi
0.3087557603686636
fr
0.3087557603686636
da
0.30394431554524365
hr
0.30394431554524365
pt
0.3023255813953488
it
0.2227979274611399
is
0.19137466307277629
sl
0.1891891891891892
yo
0.1891891891891892
es
0.17355371900826447
az
0.16434540389972147
reliable
true
passes
true
11
name
"Isabella"
dialogue
"Io... io ho visto qualcosa nel bosco. Tre giorni fa. Una luce strana, e poi... niente. Non riesco a dormire."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8127841668895428
ca
0.5524296675191815
es
0.5376486129458389
pt
0.5330220146764509
no
0.4602929838087896
ro
0.4466403162055335
fr
0.4431185361972952
sk
0.43910256410256415
sq
0.4308943089430894
sl
0.41471571906354515
en
0.396551724137931
da
0.39603106125970666
tl
0.3949870354364737
de
0.3934142114384749
hr
0.38217122683142096
cs
0.3566176470588235
nl
0.35185185185185186
yo
0.32627526467757456
sv
0.3076162215628091
lt
0.3027888446215139
is
0.2864424057084608
lv
0.28205128205128205
tr
0.2805755395683453
pl
0.27461139896373055
az
0.27007299270072993
ms
0.25531914893617025
eu
0.25133689839572193
hu
0.2497320471596999
fi
0.23413566739606126
et
0.20903954802259886
vi
0.09090909090909091
reliable
true
passes
true
12
name
"Hunter"
dialogue
"Listen, I need to ask about Tuesday night. Near the old orchard road? Did you see anyone?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8180379746835443
tl
0.6607669616519174
no
0.5403677058353318
da
0.4964973730297723
yo
0.413265306122449
sv
0.3985355648535565
cs
0.3960084033613445
et
0.3928194297782471
de
0.36813186813186816
hr
0.3646408839779005
pl
0.36323366555924697
fr
0.33526011560693636
nl
0.3235294117647059
sq
0.3235294117647059
lv
0.3203309692671395
sk
0.31384248210023863
fi
0.24639580602883354
sl
0.23841059602649006
it
0.23230974632843793
lt
0.22506738544474394
ro
0.2101648351648352
hu
0.203601108033241
ca
0.1935483870967742
tr
0.19241573033707865
is
0.18785310734463279
eu
0.16907514450867053
ms
0.11944869831546708
be
0.10852713178294573
az
0.0987460815047022
es
0.0987460815047022
pt
0.0987460815047022
uk
0.0987460815047022
vi
0.0987460815047022
reliable
true
passes
true
13
name
"Isabella"
dialogue
"Le foto! Ho le prove! Ma non so come... come spiegare..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.7843278217109992
en
0.6240601503759399
no
0.5912806539509536
sk
0.5907230559345157
fr
0.5821727019498607
sl
0.5738636363636364
de
0.5481927710843374
yo
0.5207667731629393
ro
0.5176848874598071
es
0.4594594594594595
ca
0.45848375451263534
cs
0.44649446494464945
tl
0.4392523364485981
hr
0.4140625
nl
0.40828402366863903
sv
0.38650306748466257
hu
0.375
vi
0.3710691823899371
ms
0.3617021276595745
pl
0.3617021276595745
et
0.3464052287581699
lv
0.3181818181818182
pt
0.3087557603686636
sq
0.3055555555555556
da
0.3006993006993007
lt
0.29245283018867924
eu
0.2248062015503876
reliable
true
passes
true
14
name
"Hunter"
dialogue
"..."
detectedLang
""
heavyLang
""
scores
reliable
false
passes
true
15
name
"Isabella"
dialogue
"Sì... sì, io ero lì. Ma è pericoloso. Molto pericoloso."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8259493670886077
yo
0.6433203631647212
ca
0.5124113475177305
ro
0.4850187265917603
et
0.3663594470046083
fr
0.36194895591647336
ms
0.3483412322274882
tl
0.3483412322274882
sq
0.3405275779376499
lt
0.31077694235588976
pl
0.2801047120418848
hu
0.22969187675070027
sk
0.22969187675070027
vi
0.22096317280453256
es
0.20289855072463767
fi
0.20289855072463767
no
0.20289855072463767
en
0.19590643274853803
da
0.1863905325443787
nl
0.1863905325443787
pt
0.1863905325443787
sv
0.1863905325443787
hr
0.17664670658682635
lv
0.17664670658682635
tr
0.17664670658682635
reliable
true
passes
true
16
name
"Hunter"
dialogue
"I have to go. Stay here. Don't leave town."
detectedLang
"en"
heavyLang
"en"
scores
en
0.829086389061529
da
0.5864661654135338
pl
0.5729813664596274
yo
0.5225694444444445
hr
0.4811320754716981
no
0.48015122873345933
tl
0.46601941747572817
cs
0.461839530332681
sq
0.45972495088408644
sk
0.4258872651356994
lv
0.40217391304347827
lt
0.3778280542986425
ca
0.3341404358353511
sv
0.3341404358353511
sl
0.3055555555555556
it
0.2948717948717949
ro
0.24657534246575344
be
0.20289855072463767
tr
0.20289855072463767
hu
0.19590643274853803
az
0.1863905325443787
et
0.1863905325443787
is
0.1863905325443787
uk
0.1863905325443787
vi
0.1863905325443787
reliable
true
passes
true
17
name
"Isabella"
dialogue
"Per favore... stia attento. Non è solo nel buio..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8127978216473791
en
0.560702875399361
es
0.5542949756888168
ca
0.5266781411359724
fr
0.507168458781362
no
0.4455645161290322
lt
0.439918533604888
pt
0.4387755102040817
sk
0.39560439560439564
sq
0.3663594470046083
nl
0.36194895591647336
sv
0.36194895591647336
sl
0.3405275779376499
yo
0.3341404358353511
tl
0.27821522309711283
cs
0.25474254742547425
eu
0.2403314917127072
hr
0.2403314917127072
de
0.22535211267605632
lv
0.21652421652421652
ro
0.207492795389049
da
0.19117647058823528
reliable
true
passes
true
18
name
"Hunter"
dialogue
"..."
detectedLang
""
heavyLang
""
scores
reliable
false
passes
true