Run: 2026-07-25-01KYCSHN0PSA1VBKY81QKD87QQ

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
6m 12s
Cost:
$0.014628
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
The afternoon sun filters through the windows of a small café in downtown Alborn, MN, where Melanie—her camera never far from reach—sits studying her photographs. Detective Hunter approaches her table, his posture rigid and direct, and asks about the recent disappearances near the apple orchards. Melanie can only respond in frightened, rapid German, leaving Hunter visibly perplexed. They attempt to communicate through gestures, photos on her camera, and a hastily scribbled napkin until his phone rings with news of another missing person. Melanie: "(startled, looking up from her camera) Entschuldigen Sie... was möchten Sie von mir?" Hunter: "I'm Detective Hunter. I'm investigating the disappearances in Alborn. Did you see anything strange near the orchard?" Melanie: "(trembling, clutching her camera tightly) Ja... der Apfelhain. Ich habe fotografiert. Aber dann— ein Licht, kein Mensch. Es hat mich angesehen. Ich habe solche Angst." Hunter: "You're shaking. I can see you're upset. But I don't speak— I don't understand a single word you're saying. Did you take pictures?" Melanie: "(turning her camera screen toward him, pointing with a shaking finger) Sehen Sie! Hier, bei den alten Bäumen. Ein Schatten, aber kein Körper. Sie verschwinden alle. Auch meine Freundin Anna." Hunter: "Anna? Your friend is missing? Okay— okay, that's important. Write her name down. You said Tuesday?" Melanie: "(writing frantically on a napkin in German, speaking urgently) Dienstag. Das Apfelfest. Sie ging allein in den Hain. Jetzt ist sie weg. Niemand hilft mir. Ich bin ganz allein!" Hunter: "I'm trying to help, but we're hitting a wall here. Just... stay calm. Don't go anywhere, okay?" Melanie: "(gripping the napkin, eyes wide with fear) Aber... was soll ich tun? Ich verstehe Sie nicht!" Hunter: "(phone rings sharply) Hunter here. ...Yeah, I'm at the café downtown. Another one near the festival grounds? I'm leaving now. (to Melanie) I gotta go. Stay right here." Melanie: "(holding out the napkin, voice breaking) Bitte... helfen Sie mir... ich habe noch mehr zu zeigen—" Hunter: "I'll come back with a translator. Don't leave town. Just wait."
created_at"2026-07-25T14:05:57.664Z" 7/25/2026, 2:05:57 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1018
moderation_latency(null)
generation_time371749
tokens_prompt306
tokens_completion4061
native_tokens_prompt279
native_tokens_completion3556
native_tokens_completion_images(null)
native_tokens_reasoning3511
native_tokens_cached64
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)
usage0.01462768
router(null)
provider_responses
0
endpoint_id"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id"chatcmpl-RacoS9UKVvvoiP6q8sTqKEsH"
is_byokfalse
latency128
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-1784988357-estMWjsI0VFq8KzlUbBR"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784988357-DBCNetl4W6AtzXgwmXtX"
upstream_id"chatcmpl-RacoS9UKVvvoiP6q8sTqKEsH"
total_cost0.01462768
cache_discount0.00005312
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"Entschuldigen Sie... was möchten Sie von mir?"
detectedLang"de"
heavyLang"de"
scores
de0.834735576923077
nl0.7199592668024439
no0.3888888888888889
en0.3529411764705882
sv0.2930591259640103
pl0.289405684754522
hr0.26666666666666666
yo0.2403314917127072
is0.22096317280453256
sq0.21875
tr0.21875
es0.21652421652421652
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm Detective Hunter. I'm investigating the disappearances in Alborn. Did you see anything strange near the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.7880757276066686
tl0.6346809547004383
fr0.5939361126150514
nl0.5621716287215411
ro0.5274102079395085
de0.5069033530571991
it0.506578947368421
no0.4897959183673469
pt0.4802494802494803
ms0.44649446494464945
sv0.4427934621099554
da0.43009118541033436
ca0.4172494172494172
sq0.4033412887828162
sl0.39710610932475876
es0.3567753001715266
cs0.32614555256064687
hr0.32432432432432434
et0.3231046931407942
az0.258160237388724
sk0.23155737704918034
lv0.2219917012448133
is0.21465968586387435
yo0.20634920634920634
lt0.2046659597030753
pl0.17763157894736845
tr0.1359447004608295
fi0.07292954264524104
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ja... der Apfelhain. Ich habe fotografiert. Aber dann— ein Licht, kein Mensch. Es hat mich angesehen. Ich habe solche Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8055257510729613
nl0.5301360985093972
no0.46375739644970415
ca0.39983443708609273
da0.375
es0.3657042869641295
sk0.3572695035460993
lv0.3299445471349353
pl0.30422264875239924
it0.30355427473583096
pt0.30019305019305015
sl0.28003972194637533
tr0.28003972194637533
et0.2757242757242757
ro0.2676767676767676
sv0.2624618514750763
fi0.2494824016563147
tl0.24479166666666666
lt0.23036093418259024
fr0.22625400213447172
sq0.22459893048128343
en0.21790722761596548
hr0.21790722761596548
hu0.20765027322404372
cs0.1559953434225844
eu0.13690476190476192
is0.1082410824108241
yo0.09375000000000001
az0.07525510204081631
ms0.07525510204081631
reliabletrue
passestrue
3
name"Hunter"
dialogue"You're shaking. I can see you're upset. But I don't speak— I don't understand a single word you're saying. Did you take pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.8044240625843
tl0.6192226890756302
no0.5047814207650273
sv0.46256486286137877
ca0.44866920152091255
da0.4461420932009167
fr0.4295830055074744
ro0.42913385826771655
nl0.4037828947368421
de0.40280065897858325
cs0.35498220640569395
et0.3521000893655049
sk0.3317972350230415
tr0.30886558627264066
it0.2988394584139265
pl0.2988394584139265
is0.28075396825396826
hr0.257172131147541
hu0.2352320675105485
lv0.22954303931987244
pt0.22542735042735043
az0.22459893048128343
sq0.22126745435016112
yo0.22126745435016112
fi0.1881298992161254
sl0.1881298992161254
lt0.16666666666666666
ms0.16666666666666666
vi0.15501165501165504
es0.15402567094515754
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
4
name"Melanie"
dialogue"Sehen Sie! Hier, bei den alten Bäumen. Ein Schatten, aber kein Körper. Sie verschwinden alle. Auch meine Freundin Anna."
detectedLang"de"
heavyLang"de"
scores
de0.8177399756986633
no0.6067121132669114
nl0.5667244367417678
sv0.5418448381185095
da0.460431654676259
is0.4296577946768061
es0.3212669683257918
fi0.3206521739130435
it0.3081180811808118
tr0.30362116991643456
fr0.2870722433460076
hu0.2781520692974013
et0.24471299093655588
eu0.2416582406471183
sq0.2416582406471183
lt0.22839506172839508
ms0.22839506172839508
en0.21711899791231734
tl0.16759156492785796
az0.1515837104072398
pt0.14772727272727273
ca0.13990825688073394
ro0.1359447004608295
pl0.12993039443155452
cs0.11137440758293839
sk0.07292954264524104
sl0.07292954264524104
reliabletrue
passestrue
5
name"Hunter"
dialogue"Anna? Your friend is missing? Okay— okay, that's important. Write her name down. You said Tuesday?"
detectedLang"en"
heavyLang"en"
scores
en0.8043400924937745
tl0.6161898115840894
nl0.5491803278688524
fr0.44668008048289737
no0.439918533604888
da0.4204425711275026
ca0.40217391304347827
ro0.39759036144578314
et0.38547486033519557
it0.3764172335600907
is0.367816091954023
pt0.3226600985221675
sv0.302915082382763
de0.301143583227446
tr0.271523178807947
es0.2637215528781794
ms0.25474254742547425
sq0.2329149232914923
fi0.21875
hu0.21875
lt0.20634920634920634
yo0.1791044776119403
sk0.12974683544303797
cs0.12420382165605094
sl0.11575562700964631
az0.10569105691056911
reliabletrue
passestrue
6
name"Melanie"
dialogue"Dienstag. Das Apfelfest. Sie ging allein in den Hain. Jetzt ist sie weg. Niemand hilft mir. Ich bin ganz allein!"
detectedLang"de"
heavyLang"de"
scores
de0.8091603053435115
nl0.6178718400940623
da0.3959107806691449
pl0.3930905695611578
no0.37619961612284064
fr0.33127572016460904
en0.3222106360792492
eu0.2872807017543859
sv0.281767955801105
tl0.2785793562708102
it0.26636568848758463
ro0.2502883506343714
tr0.21875
pt0.2034313725490196
ms0.2004920049200492
sl0.19154228855721395
fi0.18444165621079048
lv0.16129032258064516
sk0.16020671834625322
lt0.15803108808290156
hi0.1402116402116402
hr0.13333333333333333
cs0.12634408602150538
yo0.11924119241192413
az0.11444141689373298
et0.11444141689373298
ca0.10714285714285714
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm trying to help, but we're hitting a wall here. Just... stay calm. Don't go anywhere, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.7971781305114638
tl0.5637329286798178
sv0.3966421825813221
pl0.3770314192849404
yo0.36674008810572684
hr0.339080459770115
cs0.31384248210023863
no0.31384248210023863
sk0.31302270011947436
is0.30303030303030304
sq0.30303030303030304
de0.28125
ca0.2703045685279188
sl0.2684478371501272
pt0.2647058823529412
ro0.26376440460947503
fr0.26282051282051283
it0.25032594524119944
lv0.25032594524119944
lt0.24441524310118265
da0.23435419440745675
nl0.23025435073627845
et0.222972972972973
hu0.213406292749658
ms0.21124828532235942
es0.18670438472418668
tr0.11809815950920245
az0.10852713178294573
eu0.10852713178294573
vi0.10852713178294573
fi0.0987460815047022
reliabletrue
passestrue
8
name"Melanie"
dialogue"Aber... was soll ich tun? Ich verstehe Sie nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8458520179372198
nl0.5709828393135725
pl0.45219123505976094
en0.4364754098360656
yo0.42105263157894735
sk0.31077694235588976
cs0.26666666666666666
ms0.24242424242424243
lt0.21875
hu0.207492795389049
it0.207492795389049
is0.19590643274853803
es0.1863905325443787
fr0.1863905325443787
no0.1863905325443787
pt0.1863905325443787
az0.17664670658682635
ca0.17664670658682635
ro0.17664670658682635
sq0.17664670658682635
sv0.17664670658682635
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here. ...Yeah, I'm at the café downtown. Another one near the festival grounds? I'm leaving now. I gotta go. Stay right here."
detectedLang"en"
heavyLang"en"
scores
en0.7899728997289973
tl0.6286535697172976
no0.5141065830721003
da0.5119647355163728
nl0.4483985765124555
it0.42550037064492213
sv0.41904047976011993
fr0.3978243978243978
sq0.3926332288401254
pt0.37449556093623887
hr0.3552412645590682
ca0.34210526315789475
pl0.33132010353753233
yo0.3080357142857143
de0.2999096657633243
ms0.2896425297891842
cs0.2736644798500469
es0.2674858223062382
ro0.25623800383877166
sl0.24094025465230165
hu0.23795476892822026
sk0.19689119170984457
lt0.19605809128630705
et0.19270833333333331
az0.1893305439330544
fi0.1842105263157895
tr0.1426991150442478
lv0.13984461709211987
be0.08284023668639054
is0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
10
name"Melanie"
dialogue"Bitte... helfen Sie mir... ich habe noch mehr zu zeigen—"
detectedLang"de"
heavyLang"de"
scores
de0.8495370370370371
nl0.49139280125195617
pl0.411231884057971
no0.3460764587525151
sk0.27616926503340755
sv0.25968109339407747
et0.25799086757990863
hr0.23529411764705882
es0.18952618453865336
da0.1875
it0.1875
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll come back with a translator. Don't leave town. Just wait."
detectedLang"en"
heavyLang"en"
scores
en0.808282208588957
tl0.5033112582781457
it0.4827586206896552
ro0.4444444444444444
ca0.43438914027149317
et0.4318181818181818
sv0.4318181818181818
pt0.42835365853658536
ms0.410377358490566
pl0.39222042139384117
hr0.3862520458265139
sq0.3686868686868687
sl0.358974358974359
es0.3578767123287671
de0.34895833333333337
nl0.34782608695652173
fr0.3444055944055944
da0.34325744308231176
no0.3409490333919156
sk0.3397887323943662
cs0.33745583038869253
vi0.2964352720450282
hu0.2937853107344633
lt0.28435114503816794
tr0.27184466019417475
eu0.267578125
lv0.267578125
az0.25595238095238093
yo0.24089068825910928
is0.16666666666666666
fi0.14383561643835618
reliabletrue
passestrue