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Run: 2026-07-25-01KYCWK50AHP664C9WM8SH3YZR
Run Details
Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
21.8s
Cost:
$0.013689
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 late-morning sun filtered through the front windows of *The Orchard Perk*, casting warm rectangles across checkered tablecloths that smelled faintly of cinnamon and brewed coffee. Outside, Alborn’s main street was already strung with banners for the upcoming apple festival, but inside the café was quiet—just the hiss of the espresso machine and the soft clink of porcelain. Isabella Rossi sat in the corner booth, her dark hair pulled back in a loose braid, a worn leather jacket draped over the chair beside her. At thirty, she still carried the eager posture of a student, though her eyes—usually bright with artistic curiosity—were tired. Her Nikon rested on the table, lens cap off, and she was scrolling through the LCD screen with trembling fingers, studying landscapes of Minnesota fields that suddenly seemed far less peaceful than they had yesterday. The bell above the door jingled. A tall, broad-shouldered man in a navy windbreaker stepped inside, scanning the room with the sharp, assessing gaze of someone who had learned to read spaces quickly. He spotted her immediately, approached with direct steps, and pulled out the chair across from her. “You Isabella Rossi?” he asked, his voice low and even. She looked up, startled, clutching the camera to her chest like a shield. *“Chi… chi è lei?”* Hunter slid into the seat, resting his forearms on the table. “Detective Hunter. Alborn Police. I need to ask you about Tuesday night—near Miller’s Orchard. Witnesses said you were out there with your camera around dusk.” Isabella’s face paled. She shook her head rapidly, her Italian coming out in a rushed, frightened cascade. *“Io… io non parlo inglese. Non capisco. Perché… perché mi cerca?”* Hunter frowned, leaning back slightly. “You don’t speak English? At all?” He spoke slowly, enunciating each word, but her blank, panicked expression told him everything. She pressed her lips together, then reached for her camera, turning the display toward him with shaking hands. On the screen was a twilight shot of an apple grove—golden leaves, long shadows, and in the distant tree line, a blurred, dark figure that seemed to be watching from behind a trunk. *“Ho visto qualcosa…”* she whispered, her voice breaking. She pointed to the image, then to herself, her eyes glistening. *“Nel bosco. Una persona… poi scomparsa. Ho paura, capisce? È pericoloso qui!”* Hunter studied the photo, his jaw tightening. “You saw someone disappear? Is that what you’re saying?” He gestured with his hands—looking, then gone—but she only shook her head in frustration, rapid Italian spilling out that he couldn’t parse. For several minutes they talked past each other. He asked yes-or-no questions with his hands; she answered in emotional, flowing Italian, sometimes gripping his wrist to make him look at another photo—empty trails, a parked truck with no plates, footprints in mud that led nowhere. He gathered she was terrified, that she believed she had captured something she shouldn’t have, but the specifics dissolved in the language gap. Then his phone buzzed loudly against his hip. Hunter glanced at the screen, exhaled through his nose, and answered with a marine’s crispness. “Hunter. …Yeah, I’m near the café. I’m on my way—ten minutes.” He hung up and stood, adjusting his jacket. Isabella looked up, confused and still shaken, asking in Italian why he was leaving, if she was in danger. He met her eyes with a brief, reluctant softness—then hardened back into duty. “Stay here. Lock your doors tonight. And… don’t go back to that orchard alone.” With that, he dropped a few bills for her coffee and was gone, the bell jingling behind him as he stepped back out into the apple-festival sunshine. --- **Voice Sheet** Isabella: "Chi… chi è lei? Non capisco niente." Hunter: "Detective Hunter, Alborn PD. I'm investigating disappearances near Miller's Orchard—were you out there Tuesday?" Isabella: "Io non parlo inglese, signore. Sì, sono Isabella… ma perché mi cerca?" Hunter: "Language barrier. Great. You understand any English at all?" Isabella: "Ho paura. Ho visto qualcosa nel frutteto… una figura nel buio, poi niente. Guardi la foto!" Hunter: "Slow down. Show me—what's on the camera? Did you see someone taken?" Isabella: "È strano… molto pericoloso. Non avrei dovuto essere lì! Capisce? Ho paura!" Hunter: "I don't understand the words, but I understand scared. Just stay safe, okay?" Isabella: "Perché se ne va? È successo qualcosa di brutto?" Hunter: "Hunter speaking—yeah, I'm coming now." / "Emergency. I have to go. Don't leave this café alone."
created_at
"2026-07-25T14:59:12.528Z"
7/25/2026, 2:59:12 PM
model
"thinkingmachines/inkling-20260715"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
352
moderation_latency
(null)
generation_time
21255
tokens_prompt
308
tokens_completion
3726
native_tokens_prompt
279
native_tokens_completion
3311
native_tokens_completion_images
(null)
native_tokens_reasoning
2258
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
0.01368855
router
(null)
provider_responses
0
endpoint_id
"ba2df08c-c0a0-4e0e-9f31-d79a9c475b70"
id
"chatcmpl-236ae434b1e34b9ea2128e68b231812a"
is_byok
false
latency
352
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-1784991552-nSHfiQ4KMwyvSKxHgBfT"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784991552-Itf2KxGlwOjR76bx24VQ"
upstream_id
"chatcmpl-236ae434b1e34b9ea2128e68b231812a"
total_cost
0.01368855
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
"Isabella"
dialogue
"Chi… chi è lei? Non capisco niente."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8275862068965517
pt
0.6705107084019769
es
0.6070726915520629
ro
0.6055226824457594
fr
0.591002044989775
tl
0.5475113122171946
yo
0.5169082125603864
en
0.4666666666666667
eu
0.4520547945205479
ca
0.4444444444444444
vi
0.3993993993993994
nl
0.3150684931506849
no
0.3055555555555556
sq
0.2982456140350877
da
0.2805755395683453
de
0.2805755395683453
sk
0.2647058823529412
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Detective Hunter, Alborn PD. I'm investigating disappearances near Miller's Orchard—were you out there Tuesday?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.776270207852194
tl
0.5953002610966057
fr
0.5525404157043879
ro
0.4816053511705686
de
0.4791666666666667
it
0.4791666666666667
pt
0.47207084468664845
ca
0.4483985765124555
nl
0.41816816816816815
no
0.4001547987616099
es
0.39310884886452624
da
0.3231441048034934
sq
0.3098842386464826
sv
0.30430879712746856
ms
0.28637200736648255
cs
0.26540284360189575
hr
0.2590822179732314
sl
0.24537487828627072
et
0.22654690618762477
is
0.22577422577422576
az
0.21079429735234215
lv
0.15669205658324267
tr
0.15393013100436684
sk
0.15115005476451257
fi
0.1474147414741474
lt
0.13984461709211987
ja
0.11428571428571428
hu
0.10300925925925926
reliable
true
passes
true
2
name
"Isabella"
dialogue
"Io non parlo inglese, signore. Sì, sono Isabella… ma perché mi cerca?"
detectedLang
"it"
heavyLang
"it"
scores
it
0.801255230125523
es
0.612876935615322
fr
0.551039697542533
ca
0.534769833496572
pt
0.509297520661157
ro
0.4973544973544973
yo
0.488697524219591
sk
0.4552752293577982
sq
0.44959443800695253
en
0.40476190476190477
et
0.40476190476190477
hu
0.3994943109987357
cs
0.37745740498034075
pl
0.3466299862448418
sv
0.32142857142857145
ms
0.3115942028985507
tl
0.28892215568862273
sl
0.24603174603174602
hr
0.22889610389610393
fi
0.21617161716171615
tr
0.21617161716171615
de
0.2122719734660033
lt
0.2122719734660033
nl
0.2122719734660033
da
0.2070116861435726
no
0.2070116861435726
eu
0.15480427046263345
vi
0.1410488245931284
az
0.12844036697247707
lv
0.11048689138576778
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Language barrier. Great. You understand any English at all?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8155832180728446
no
0.6641477749790092
da
0.6447602131438721
tl
0.5717344753747323
de
0.5550611790878754
ro
0.5198079231692677
sv
0.5180722891566265
nl
0.39849624060150374
fr
0.3670886075949367
ca
0.3620414673046252
eu
0.3079584775086505
et
0.29328621908127206
cs
0.28825622775800713
ms
0.2844364937388193
is
0.2831541218637993
it
0.26335174953959484
yo
0.250936329588015
sk
0.18200408997955012
es
0.17695473251028807
pt
0.17695473251028807
pl
0.16317991631799164
hr
0.15254237288135594
sq
0.15254237288135594
lt
0.13606911447084233
reliable
true
passes
true
4
name
"Isabella"
dialogue
"Ho paura. Ho visto qualcosa nel frutteto… una figura nel buio, poi niente. Guardi la foto!"
detectedLang
"it"
heavyLang
"it"
scores
it
0.7943490701001431
es
0.6344564526382708
ca
0.6179401993355481
pt
0.576271186440678
ro
0.4969378827646544
fr
0.47440585009140773
no
0.47296058661778184
tl
0.42326980942828485
sq
0.4053774560496381
sk
0.3646408839779005
de
0.33831990794016115
da
0.33449074074074076
sl
0.3154761904761905
en
0.3047158403869408
lt
0.2580645161290322
cs
0.222972972972973
nl
0.21232876712328766
et
0.19127988748241914
hr
0.19127988748241914
lv
0.19014084507042253
yo
0.13793103448275862
fi
0.13273001508295626
vi
0.1274658573596358
eu
0.11944869831546708
is
0.11128284389489954
pl
0.0987460815047022
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Slow down. Show me—what's on the camera? Did you see someone taken?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.805135259055479
nl
0.5109321058688148
tl
0.5086705202312138
et
0.49644549763033174
fr
0.4544287548138639
no
0.40056417489421725
es
0.3963068181818182
sv
0.3675595238095238
pt
0.36377245508982037
it
0.358974358974359
ms
0.3550834597875569
sq
0.34715821812596004
fi
0.34615384615384615
ca
0.3210862619808307
yo
0.29983525535420097
sl
0.28087986463620984
ro
0.27101200686106347
cs
0.2647058823529412
sk
0.2647058823529412
hr
0.17153996101364524
hi
0.1650294695481336
pl
0.1650294695481336
da
0.1550695825049702
de
0.1448692152917505
reliable
true
passes
true
6
name
"Isabella"
dialogue
"È strano… molto pericoloso. Non avrei dovuto essere lì! Capisce? Ho paura!"
detectedLang
"it"
heavyLang
"it"
scores
it
0.8182762201453792
ca
0.5187901008249313
fr
0.44029850746268656
en
0.42560175054704596
ro
0.3986254295532647
no
0.396551724137931
de
0.32950191570881227
yo
0.3286445012787723
es
0.3217054263565891
pt
0.3155149934810952
hr
0.30921052631578944
da
0.29435483870967744
sk
0.27486187845303867
tl
0.26573426573426573
cs
0.2647058823529412
sl
0.25
ms
0.2164179104477612
nl
0.21052631578947367
sq
0.20574886535552195
sv
0.20454545454545453
lv
0.19724770642201836
lt
0.1935483870967742
et
0.18351477449455675
tr
0.18351477449455675
eu
0.14215686274509806
pl
0.12935323383084577
fi
0.11764705882352942
is
0.11317567567567569
az
0.10102739726027396
reliable
true
passes
true
7
name
"Hunter"
dialogue
"I don't understand the words, but I understand scared. Just stay safe, okay?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8045920859794822
no
0.5731056563500534
sv
0.5694294940796556
da
0.5642701525054467
tl
0.55995599559956
nl
0.5037220843672456
ca
0.42196531791907516
de
0.4177583697234352
fr
0.37791601866251945
ro
0.37694704049844235
sq
0.3464052287581699
pl
0.33774834437086093
it
0.33665008291873966
yo
0.3265993265993266
cs
0.32088285229202035
et
0.2920353982300885
sk
0.28698752228163993
hr
0.25788497217068646
is
0.25512104283054005
ms
0.16317991631799164
be
0.14893617021276595
tr
0.14893617021276595
hu
0.14346895074946467
az
0.13606911447084233
lt
0.13606911447084233
lv
0.13606911447084233
uk
0.13606911447084233
vi
0.13606911447084233
reliable
true
passes
true
8
name
"Isabella"
dialogue
"Perché se ne va? È successo qualcosa di brutto?"
detectedLang
"it"
heavyLang
"it"
scores
it
0.8270295202952029
fr
0.6951219512195121
ca
0.6612466124661246
pt
0.5993589743589743
ro
0.5791245791245792
yo
0.5013297872340425
en
0.48910081743869205
sl
0.471830985915493
sv
0.45014662756598234
es
0.44362017804154297
cs
0.44113263785394935
sq
0.44029850746268656
ms
0.4009584664536741
da
0.3980738362760835
hr
0.3961352657004831
fi
0.336283185840708
hu
0.3042671614100185
de
0.29775280898876405
no
0.2857142857142857
lt
0.22839506172839508
tl
0.2203742203742204
lv
0.21548117154811713
sk
0.20718816067653278
vi
0.20550847457627117
tr
0.20042643923240938
nl
0.17943107221006563
reliable
true
passes
true
9
name
"Hunter"
dialogue
"Emergency. I have to go. Don't leave this café alone."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8055420515313564
pl
0.5708154506437768
da
0.5375722543352601
tl
0.5238095238095238
it
0.47575360419397117
yo
0.42938659058487877
pt
0.40828402366863903
nl
0.4074074074074074
hr
0.3893129770992366
no
0.38837920489296635
cs
0.3710691823899371
sk
0.33774834437086093
lv
0.3162393162393162
lt
0.2945326278659612
fr
0.2753623188405797
es
0.27404718693284935
ca
0.25650557620817843
sv
0.25650557620817843
sq
0.250936329588015
sl
0.23224568138195778
ro
0.1836734693877551
be
0.14893617021276595
tr
0.14893617021276595
hu
0.14346895074946467
az
0.13606911447084233
et
0.13606911447084233
is
0.13606911447084233
uk
0.13606911447084233
vi
0.13606911447084233
reliable
true
passes
true