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Run: 2026-07-25-01KYCTDAVDHHG0G649AR5B2HS0
Run Details
Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
3m 34s
Cost:
$0.008119
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."
Model response
Messages
Meta
AI
The afternoon sun filtered through the window of *The Orchard Perk*, the only café in Alborn, MN, where paper streamers for the upcoming annual apple festival hung from the ceiling. Melanie sat alone at a corner table, her camera cradled in both hands as she scrolled through the LCD screen, her expression tightening with every image. At thirty, the German study-abroad student still carried the quiet intensity of someone who had only ever spoken her native tongue; in this Midwestern town of three thousand, her fluent German was a wall no one else could climb. Detective Hunter—thirty-five, former Marine, and currently out of patience—approached with the directness that had carried him through too many missing-person cases. He set his badge on the table beside her lens. “Detective Hunter,” he said, his voice low and unvarnished. “I’m investigating the disappearances. The ones near the old orchard. You were there yesterday. I need to know what you saw.” Melanie looked up, her eyes wide and unsettled. She clutched the camera tighter. “Ich… ich habe etwas gesehen,” she said, her voice trembling. “Im Apfelgarten. Es war schrecklich. Ein Mann… er war da, und dann war er einfach weg. Bitte, die Fotos—schauen Sie!” Hunter leaned back, confusion hardening into a scowl. He knew no German. Not a word. “I don’t speak—whatever you just said. English? Do you know English?” “Nein,” Melanie whispered, shaking her head violently. “Kein Englisch. Aber ich habe Angst. Die Menschen verschwinden… und ich habe es fotografiert.” For a long moment, they sat in a silence broken only by the hum of the café refrigerator. Then Hunter exhaled, sliding the camera toward himself. “Show me. Pictures talk where words don’t.” Melanie turned the screen. She pointed to a blurred figure among the apple trees, her finger shaking as she traced the outline. She spoke rapidly, desperately—gesturing to the woods, to the festival grounds, to the empty space where the man had stood. Hunter watched her hands more than the screen. “The woods. Near the festival. You’re telling me it’s not safe.” He pulled out his notebook, useless for her words but necessary for his own. “Yeah, I see the fear, even if I can’t understand a damn syllable.” They continued like that—she in urgent, frightened German; he in slow, deliberate English—building a fragile bridge of gestures and images until his phone shattered the quiet. Hunter glanced at the screen. His jaw tightened. “Hunter. Yes. I’m leaving now.” He stood, nodding once at Melanie, leaving her with her camera and her untranslated terror as he walked out into the apple-scented air of Alborn. --- **Voice Sheet** Melanie: "Ich… ich habe etwas gesehen. Im Apfelgarten. Es war schreckich. Ein Mann… er war da, und dann war er einfach weg." Hunter: "Detective Hunter. I'm investigating the disappearances near the orchard. You were there yesterday. Did you see anything?" Melanie: "Bitte, die Fotos—schauen Sie! Ich habe Angst. Die Menschen verschwinden… und ich habe es fotografiert." Hunter: "You don't speak English? Great. This is going to be quick. Show me your camera. Maybe pictures don't need translation." Melanie: "Nein… kein Englisch. Aber ich habe Angst. Der Wald nahe dem Fest—es ist nicht sicher." Hunter: "The woods. Near the festival. Your hands are shaking. You saw something, even if I can't understand a word of it." Melanie: "Bitte helfen Sie mir. Ich verstehe Sie nicht… und Sie verstehen mich nicht. Aber es ist wahr." Hunter: "Yeah, I'm listening. We'll finish this later—if I can find a translator." Hunter: "Hunter here. Yes, I'm on my way. I have to leave."
created_at
"2026-07-25T14:21:04.759Z"
7/25/2026, 2:21:04 PM
model
"thinkingmachines/inkling-20260715"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
801
moderation_latency
(null)
generation_time
213537
tokens_prompt
306
tokens_completion
2237
native_tokens_prompt
279
native_tokens_completion
1949
native_tokens_completion_images
(null)
native_tokens_reasoning
1280
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
0.00811933
router
(null)
provider_responses
0
endpoint_id
"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id
"chatcmpl-RXbzm7ry9bYjSH8D2KsZlOK9"
is_byok
false
latency
58
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-1784989264-IAEOXXixr8etgtxL8WFH"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784989264-HKT0sPeLo6cVhpRqhoaD"
upstream_id
"chatcmpl-RXbzm7ry9bYjSH8D2KsZlOK9"
total_cost
0.00811933
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
"Melanie"
dialogue
"Ich… ich habe etwas gesehen. Im Apfelgarten. Es war schreckich. Ein Mann… er war da, und dann war er einfach weg."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8245860230143138
no
0.5151280062063615
nl
0.47390572390572394
pl
0.45367132867132864
is
0.4202226345083488
eu
0.410377358490566
da
0.4041944709246902
es
0.3093922651933701
sk
0.26556991774383076
hr
0.26035502958579887
ca
0.2577197149643705
it
0.22263681592039805
fi
0.21580928481806777
tr
0.21482412060301506
sv
0.20382165605095542
pt
0.1677762982689747
sl
0.16443850267379678
en
0.1610738255033557
lv
0.1610738255033557
az
0.14500683994528044
hu
0.14030261348005504
lt
0.1270949720670391
fr
0.11347517730496455
yo
0.10714285714285714
ro
0.09682080924855492
tl
0.09156976744186046
vi
0.09156976744186046
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Detective Hunter. I'm investigating the disappearances near the orchard. You were there yesterday. Did you see anything?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8015873015873016
tl
0.5815334773218143
fr
0.5499419279907085
nl
0.5016077170418006
pt
0.47207084468664845
de
0.44879089615931717
ro
0.4444444444444444
it
0.4106463878326996
ca
0.4092987804878049
no
0.40613026819923376
sq
0.404304381245196
ms
0.37600644122383253
sv
0.3498322147651006
es
0.3492863140218304
da
0.3231441048034934
et
0.2783985102420857
cs
0.26540284360189575
hr
0.2590822179732314
sl
0.24537487828627072
lv
0.15669205658324267
is
0.15115005476451257
sk
0.15115005476451257
lt
0.13984461709211987
az
0.13213885778275478
yo
0.12131519274376416
fi
0.07074340527577938
tr
0.07074340527577938
reliable
true
passes
true
2
name
"Melanie"
dialogue
"Bitte, die Fotos—schauen Sie! Ich habe Angst. Die Menschen verschwinden… und ich habe es fotografiert."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8290598290598291
nl
0.658703071672355
es
0.4897959183673469
no
0.46808510638297873
ca
0.45652173913043476
da
0.43977591036414565
sv
0.4355597365945437
lt
0.3839835728952772
pl
0.3677555321390938
pt
0.3677555321390938
tr
0.35135135135135137
lv
0.3428258488499452
hu
0.31662870159453305
sq
0.3135011441647597
it
0.3127147766323024
sk
0.297423887587822
et
0.281437125748503
fr
0.2518703241895262
en
0.24337957124842372
ro
0.23175416133162616
hr
0.18588873812754408
sl
0.18588873812754408
cs
0.18256130790190736
az
0.16434540389972147
yo
0.12790697674418602
tl
0.1111111111111111
is
0.10044977511244377
ms
0.08952959028831564
reliable
true
passes
true
3
name
"Hunter"
dialogue
"You don't speak English? Great. This is going to be quick. Show me your camera. Maybe pictures don't need translation."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8209489704565801
tl
0.5680345572354212
fr
0.47229551451187335
nl
0.46380697050938335
ro
0.4139194139194139
yo
0.4020926756352765
da
0.39668174962292607
de
0.38791124713083397
no
0.38176197836166925
sv
0.38128383604021654
et
0.32829554995801846
ms
0.3133047210300429
ca
0.3025283347863993
it
0.27338782924613986
sq
0.26605504587155965
lt
0.2613111726685134
es
0.25788497217068646
lv
0.2537313432835821
hu
0.2530345471521942
cs
0.250936329588015
sl
0.250936329588015
hr
0.23882017126546146
pt
0.23444976076555024
pl
0.20398009950248755
sk
0.19597989949748743
fi
0.16405433646812956
tr
0.14255091103965703
is
0.1031390134529148
vi
0.0990990990990991
zh
0.08779931584948689
eu
0.07727797001153403
az
0.06868451688009314
reliable
true
passes
true
4
name
"Melanie"
dialogue
"Nein… kein Englisch. Aber ich habe Angst. Der Wald nahe dem Fest—es ist nicht sicher."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8346456692913385
nl
0.5826709062003179
da
0.5320855614973261
no
0.4192477876106194
sv
0.3379571248423708
en
0.2446043165467626
ca
0.21875
es
0.21875
sk
0.19106317411402157
lv
0.18604651162790697
pl
0.1796875
hi
0.16798732171156894
hu
0.16267942583732056
cs
0.16
fr
0.15458937198067632
tr
0.1518578352180937
lt
0.14772727272727273
hr
0.12060301507537688
it
0.12060301507537688
ms
0.12060301507537688
ro
0.12060301507537688
tl
0.12060301507537688
reliable
true
passes
true
5
name
"Hunter"
dialogue
"The woods. Near the festival. Your hands are shaking. You saw something, even if I can't understand a word of it."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8204022988505748
tl
0.6402877697841727
no
0.6046389035318924
nl
0.5819397993311036
sv
0.5614035087719298
da
0.5608899297423887
de
0.4710860366713681
ro
0.4588744588744588
fr
0.44196428571428575
cs
0.438622754491018
ms
0.43438914027149317
is
0.4257274119448699
yo
0.4009584664536741
sq
0.39999999999999997
pt
0.3951612903225807
ca
0.3902439024390244
hr
0.3760399334442596
pl
0.3734335839598998
it
0.3686868686868687
sk
0.3528904227782571
es
0.3438320209973753
hu
0.27884615384615385
lv
0.2732558139534884
sl
0.2697176241480039
lt
0.2654260528893242
az
0.25074925074925075
et
0.24849699398797598
eu
0.19614147909967844
tr
0.1638795986622074
vi
0.1506228765571914
fi
0.14383561643835618
be
0.08536585365853659
uk
0.07749077490774908
reliable
true
passes
true
6
name
"Melanie"
dialogue
"Bitte helfen Sie mir. Ich verstehe Sie nicht… und Sie verstehen mich nicht. Aber es ist wahr."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8418248418248419
nl
0.4739756367663345
pl
0.3233618233618234
es
0.3065693430656934
ca
0.302496328928047
hu
0.26810477657935283
lt
0.26127527216174184
it
0.23633440514469453
no
0.22512234910277326
sk
0.2070116861435726
lv
0.20168067226890754
eu
0.19491525423728812
et
0.19217687074829934
hi
0.18244406196213425
cs
0.1739130434782609
hr
0.1739130434782609
tr
0.16520210896309317
fi
0.15630550621669628
da
0.13636363636363635
is
0.12361623616236161
en
0.1171003717472119
fr
0.1171003717472119
pt
0.1171003717472119
az
0.11048689138576778
ro
0.11048689138576778
sq
0.11048689138576778
sv
0.11048689138576778
reliable
true
passes
true
7
name
"Hunter"
dialogue
"Yeah, I'm listening. We'll finish this later—if I can find a translator."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7794441993824437
da
0.5901639344262295
sv
0.5840266222961731
no
0.5515695067264574
tl
0.5475113122171946
nl
0.5429616087751371
it
0.5145631067961165
ca
0.5098039215686274
pl
0.5054401582591495
fr
0.491353001017294
ro
0.4753410283315845
hr
0.47368421052631576
tr
0.46120689655172414
de
0.4541484716157206
sq
0.4541484716157206
pt
0.453551912568306
sk
0.44320712694877507
cs
0.41792782305005816
es
0.4152046783625731
is
0.38875305623471884
az
0.3498049414824447
sl
0.3498049414824447
et
0.3297587131367293
hu
0.3084370677731674
vi
0.3065187239944522
lt
0.29775280898876405
yo
0.2917847025495751
lv
0.2857142857142857
ms
0.26793557833089315
eu
0.21507064364207218
fi
0.20127795527156547
hi
0.13194444444444445
be
0.12280701754385964
uk
0.11190053285968028
reliable
true
passes
true
8
name
"Hunter"
dialogue
"Hunter here. Yes, I'm on my way. I have to leave."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8267590618336886
da
0.5922208281053952
pl
0.5734908136482939
cs
0.5498614958448753
tl
0.5454545454545454
sk
0.5289855072463767
hr
0.5134730538922155
no
0.5053272450532724
yo
0.4791666666666667
ca
0.4766505636070853
sq
0.4741100323624596
et
0.4003690036900369
sv
0.3902439024390244
lv
0.36274509803921573
fr
0.35770750988142297
sl
0.3564356435643564
it
0.3538767395626242
lt
0.3394308943089431
fi
0.3157894736842105
ro
0.3143459915611814
tr
0.28414096916299564
de
0.21307506053268765
hi
0.20537897310513448
be
0.17721518987341772
hu
0.1709183673469388
az
0.16237113402061853
is
0.16237113402061853
nl
0.16237113402061853
pt
0.16237113402061853
uk
0.16237113402061853
vi
0.16237113402061853
ms
0.15364583333333331
reliable
true
passes
true