Run: 2026-07-25-01KYCYEPNNDSPMP1800YXQ6QHR

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4m
Cost:
$0.009332
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

AI
**Scene:** A quiet café on Main Street in Alborn, MN, just weeks before the annual apple festival. Outside, the autumn air carries the scent of ripe orchard apples. Melanie, a 30-year-old study-abroad student from Germany, sits alone at a corner table, her landscape camera clutched tightly in both hands as she scrolls through recent shots. Detective Hunter—former Marine, all business—approaches her table. He knows nothing of her language; she knows none of his. --- **Voice Sheet** **Melanie:** [looking up, pale and trembling, speaking in rapid, shaken German] "Ich... ich habe etwas gesehen. Am alten Apfelhain. Es war... schrecklich. Ich wollte nur die Landschaft fotografieren..." **Hunter:** "I'm Detective Hunter. I'm investigating the disappearances in this town—three people in two weeks. You were near Miller's orchard yesterday. Did you see anything? Anyone taken?" **Melanie:** [clutching her camera tighter, eyes wide] "Verschwunden? Ja... die Menschen sind weg. Ich habe nur die Bäume... die Äpfel... fotografiert. Und dann war da Kälte. So viel Kälte..." **Hunter:** [leaning in, frustrated but controlled] "You don't speak English. Not a word. Okay. I need answers, not a language lesson. Did you see a vehicle? A struggle?" **Melanie:** [shaking her head, voice breaking] "Bitte... ich habe solche Angst. Die Fotos... sehen Sie? Dort, hinter dem Baum... ein Schatten. Kein Mensch mehr. Nur... Leere." **Hunter:** [taking the camera, flipping through images] "Show me. This orchard—this is where they vanish. You might be the only witness, and you don't even know it." **Melanie:** [pointing at the screen with a trembling finger] "Ja... da. Sehen Sie? Niemand sollte allein dorthin gehen. Der Wald... er hört zu. Ich fühle es in meinen Knochen." **Hunter:** [standing abruptly, phone buzzing] "You're in danger if you go back. Stay in town. Stay visible. Do you understand me? Stay." **Melanie:** [reaching out, still in German, deeply unsettled] "Bitte... bleiben Sie nicht weg. Ich weiß nicht, was ich tun soll... ich bin hier allein..." **Hunter:** [answering his phone, then turning back briefly] "Hunter here. ...The orchard? I'm on my way." [to Melanie] "Lock your door. Don't leave this café alone. Just stay." **Melanie:** [watching him leave, whispering to herself, camera pressed to her chest] "Gott... bitte, lassen Sie mich nicht hier..." [Hunter exits into the gray Alborn afternoon, leaving Melanie alone with her photographs and the growing dread that the apple trees have seen more than she can explain.]
created_at"2026-07-25T15:31:43.938Z" 7/25/2026, 3:31:43 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency808
moderation_latency(null)
generation_time239981
tokens_prompt306
tokens_completion2495
native_tokens_prompt279
native_tokens_completion2255
native_tokens_completion_images(null)
native_tokens_reasoning1843
native_tokens_cached96
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.00933207
router(null)
provider_responses
0
endpoint_id"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id"chatcmpl-RQFWDEd94M9RwwbGJySY12ZG"
is_byokfalse
latency58
model_permaslug"thinkingmachines/inkling-20260715"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784993503-V7mQQkYte5wqMZNVIkAp"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993503-68AcJKvt7u7uHS9QIlyp"
upstream_id"chatcmpl-RQFWDEd94M9RwwbGJySY12ZG"
total_cost0.00933207
cache_discount0.00007968
upstream_inference_cost0
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. Am alten Apfelhain. Es war... schrecklich. Ich wollte nur die Landschaft fotografieren..."
detectedLang"de"
heavyLang"de"
scores
de0.8164556962025318
nl0.5276872964169381
ca0.4162640901771336
en0.4037828947368421
no0.4003308519437552
es0.36010591350397175
da0.35267857142857145
ro0.35094001790510293
sv0.33118081180811804
sk0.3015414258188825
eu0.2961165048543689
pt0.28851815505397443
ms0.28430404738400794
tr0.2778884462151395
lv0.250258531540848
pl0.2463617463617464
lt0.23036093418259024
fr0.22126745435016112
sl0.21281216069489683
it0.2032967032967033
tl0.16953035509736541
hr0.15893271461716937
sq0.1569767441860465
cs0.1559953434225844
et0.14403778040141677
is0.13587604290822408
hu0.12333736396614269
fi0.1082410824108241
yo0.1082410824108241
hi0.10714285714285714
az0.07525510204081631
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm Detective Hunter. I'm investigating the disappearances in this town—three people in two weeks. You were near Miller's orchard yesterday. Did you see anything? Anyone taken?"
detectedLang"en"
heavyLang"en"
scores
en0.8072087175188601
tl0.626259343516412
nl0.5198329853862214
fr0.47368421052631576
ro0.3985355648535565
it0.3940990516332982
no0.3817204301075269
pt0.3760173629951167
de0.3722707423580786
ca0.3539325842696629
sv0.346961953435548
ms0.3203309692671395
da0.31710213776722085
es0.30387409200968524
sl0.2962056303549572
sq0.28035043804755944
et0.2566257272139625
az0.20194309507286606
cs0.1958041958041958
hr0.19071076706544687
is0.16424418604651161
sk0.1581259150805271
yo0.1449814126394052
pl0.12213740458015267
lv0.11128284389489954
tr0.10921766072811773
fi0.1043613707165109
lt0.0987460815047022
ja0.07999999999999999
hu0.07183212267958031
reliabletrue
passestrue
2
name"Melanie"
dialogue"Verschwunden? Ja... die Menschen sind weg. Ich habe nur die Bäume... die Äpfel... fotografiert. Und dann war da Kälte. So viel Kälte..."
detectedLang"de"
heavyLang"de"
scores
de0.8042797494780793
nl0.5517035265989241
sv0.46619217081850534
no0.42440521872601683
sl0.39564867042707497
da0.3946731234866829
sk0.3718592964824121
tr0.36224489795918363
es0.35456110154905335
ca0.34497816593886466
pt0.34497816593886466
pl0.336283185840708
et0.3339253996447602
yo0.3267504488330341
en0.3212669683257918
sq0.3175614194722475
it0.28977272727272724
hr0.2537313432835821
ro0.24849699398797598
lv0.2401215805471125
tl0.23155737704918034
az0.2299794661190965
lt0.21301154249737672
hu0.19006479481641467
vi0.17763157894736845
ms0.1749174917491749
fi0.16943521594684383
cs0.1515837104072398
eu0.14187643020594967
fr0.13990825688073394
is0.08200734394124846
reliabletrue
passestrue
3
name"Hunter"
dialogue"You don't speak English. Not a word. Okay. I need answers, not a language lesson. Did you see a vehicle? A struggle?"
detectedLang"en"
heavyLang"en"
scores
en0.7977831036548831
tl0.4901812688821752
ro0.4807692307692307
no0.44214876033057854
et0.4318181818181818
sv0.40789473684210525
ca0.4063324538258575
is0.3978590544157003
da0.3885869565217392
fr0.3784530386740331
hr0.3691588785046729
cs0.3565300285986654
it0.31262729124236255
nl0.303405572755418
de0.296875
ms0.2939330543933054
sq0.2879746835443038
yo0.2849576271186441
pl0.2549668874172185
tr0.25
hu0.24832962138084633
lt0.23556058890147225
sk0.2303306727480046
az0.2214532871972318
lv0.2214532871972318
sl0.18082524271844658
eu0.17982989064398544
pt0.17177914110429449
vi0.1646039603960396
es0.16356877323420074
be0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
4
name"Melanie"
dialogue"Bitte... ich habe solche Angst. Die Fotos... sehen Sie? Dort, hinter dem Baum... ein Schatten. Kein Mensch mehr. Nur... Leere."
detectedLang"de"
heavyLang"de"
scores
de0.8158605450527867
nl0.609375
no0.4908350305498982
da0.4427934621099554
sv0.36494496189669773
it0.35344827586206895
fi0.28977272727272724
pt0.27884615384615385
pl0.27606177606177607
tr0.2690058479532163
es0.2323439099283521
en0.23076923076923078
ca0.2046659597030753
sk0.20297555791710944
et0.19006479481641467
ms0.1749174917491749
fr0.16851441241685144
lt0.1601343784994401
tl0.1591928251121076
lv0.1515837104072398
sl0.14383561643835618
sq0.13990825688073394
ro0.1359447004608295
eu0.13294797687861273
is0.10501193317422433
yo0.10501193317422433
cs0.08200734394124846
hr0.08200734394124846
az0.07292954264524104
reliabletrue
passestrue
5
name"Hunter"
dialogue"Show me. This orchard—this is where they vanish. You might be the only witness, and you don't even know it."
detectedLang"en"
heavyLang"en"
scores
en0.8257110987172337
tl0.5765582655826558
nl0.48937908496732024
yo0.48389760528488857
sq0.3842364532019704
no0.34895833333333337
fr0.3372216330858961
de0.32578209277238407
hu0.3024553571428571
da0.2664319248826291
pt0.20886075949367086
ms0.20584498094027956
lv0.20483460559796438
cs0.19665809768637532
lt0.1519674355495251
es0.14030261348005504
et0.13194444444444445
is0.12831241283124128
sl0.12342215988779803
it0.11347517730496455
sv0.11095305832147938
fi0.10714285714285714
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ja... da. Sehen Sie? Niemand sollte allein dorthin gehen. Der Wald... er hört zu. Ich fühle es in meinen Knochen."
detectedLang"de"
heavyLang"de"
scores
de0.8160365389495052
nl0.5757753071971913
da0.547158026233604
no0.47080291970802923
pl0.43754848719937933
fi0.4277821625887924
sv0.4003308519437552
en0.3744607420189819
it0.3679163034001744
sl0.3299445471349353
eu0.32432432432432434
is0.30754536771728747
ro0.2814667988107037
az0.27644710578842313
ca0.2609582059123343
sq0.25869120654396727
fr0.25257731958762886
et0.24714434060228452
yo0.24714434060228452
lv0.24479166666666666
tl0.23764458464773922
es0.22459893048128343
sk0.2229367631296892
tr0.20678336980306347
pt0.14806110458284372
hr0.13997627520759193
hu0.12333736396614269
lt0.11151960784313725
ms0.09375000000000001
vi0.0799492385786802
reliabletrue
passestrue
7
name"Hunter"
dialogue"You're in danger if you go back. Stay in town. Stay visible. Do you understand me? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8120300751879699
nl0.5626822157434402
sv0.5356037151702787
no0.533678756476684
tl0.5233050847457626
da0.5227995758218452
de0.49888641425389757
fr0.49888641425389757
pl0.47856315179606024
sl0.44581280788177335
pt0.42159383033419023
it0.40554821664464996
cs0.39597315436241615
es0.39189189189189183
sq0.3706293706293706
yo0.35064935064935066
sk0.3293591654247392
ro0.32432432432432434
ca0.29906542056074764
hr0.293563579277865
lt0.27652733118971057
et0.2647058823529412
ms0.26108374384236455
vi0.19786096256684493
az0.15730337078651685
lv0.15730337078651685
fi0.14285714285714285
is0.1412213740458015
reliabletrue
passestrue
8
name"Melanie"
dialogue"Bitte... bleiben Sie nicht weg. Ich weiß nicht, was ich tun soll... ich bin hier allein..."
detectedLang"de"
heavyLang"de"
scores
de0.8354059985369422
nl0.6411483253588517
fr0.3644067796610169
pl0.3353028064992614
en0.3283582089552239
yo0.30769230769230765
et0.30448222565687794
ms0.281150159744409
da0.27768860353130015
it0.267100977198697
no0.267100977198697
sk0.21602787456445993
cs0.1818181818181818
hu0.17279411764705882
tr0.16356877323420074
es0.14772727272727273
fi0.1346153846153846
tl0.1346153846153846
reliabletrue
passestrue
9
name"Hunter"
dialogue"Lock your door. Don't leave this café alone. Just stay."
detectedLang"en"
heavyLang"en"
scores
en0.7847478474784748
nl0.5111731843575419
pt0.36363636363636365
tl0.3371212121212121
et0.22566371681415928
sv0.22566371681415928
it0.19908466819221968
ms0.1822429906542056
ca0.18032786885245902
fr0.18032786885245902
pl0.18032786885245902
reliabletrue
passestrue
10
name"Melanie"
dialogue"Gott... bitte, lassen Sie mich nicht hier..."
detectedLang"de"
heavyLang"de"
scores
de0.8460591133004927
nl0.6458923512747876
sv0.5265151515151516
no0.423963133640553
da0.4172494172494172
et0.3112947658402204
pl0.3093922651933701
is0.2917847025495751
cs0.2857142857142857
fr0.26035502958579887
it0.23076923076923078
reliabletrue
passestrue