Run: 2026-09-01-01M1EN4GC8NSNKWTHBHZXZ5RXS

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 3s
Cost:
$0.005397
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
Inside a small Alborn café, apple-festival cider still lingering in the air, Melanie sits at a corner table, her camera’s LCD screen glowing as she reviews landscape shots. Hunter enters in a damp trench coat and stops at her table. Melanie: "Ich bin nicht sicher... die Menschen verschwinden hier, und ich zittere nur. Ich spreche kein Wort Englisch. Verstehen Sie?" Hunter: "Miss. I'm Detective Hunter, Alborn PD. I'm investigating disappearances—have you seen anything suspicious? Near the orchard, or around the festival grounds?" Melanie: "Meine Kamera... ich fotografiere alles. Aber die Bilder sind schrecklich. Der Apfelmarkt, der Mann—er hat mich gesehen. Bitte, helfen Sie?" Hunter: "No idea what you're saying. You gotta speak English if you want help. Did anyone go missing? Point to something." Melanie: "Ich kenne niemanden hier. Ich bin nur eine Studentin aus Deutschland. Ich verstehe nicht, was hier passiert. Es ist zu viel." Hunter: "Look, I don't have time for a language barrier. Did you talk to anyone about the missing people? Did you see something near this café?" Melanie: "Warten Sie! Ich habe Angst. Ich habe nur meine Kamera. Bitte..." Hunter: "I'm trying to do my job—just answer yes or no. Did you witness anything?" Melanie: "Ich verstehe nicht... bitte, verstehen Sie nicht?" Hunter: [His phone buzzes sharply; he checks the screen.] "Sorry—that's the department calling about the case. I have to go." Melanie: "Bitte... warten Sie!" Hunter: "Find someone who speaks English and call the station. I'm leaving." He turns and exits. Melanie is left shaking, clutching her camera, the words between them never crossing the language gap.
created_at"2026-09-01T14:14:26.964Z" 9/1/2026, 2:14:26 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency208
moderation_latency(null)
generation_time62784
tokens_prompt306
tokens_completion4976
native_tokens_prompt278
native_tokens_completion4393
native_tokens_completion_images(null)
native_tokens_reasoning4545
native_tokens_cached0
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)
usage0.0053967
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272066-SYbh9RwKdUKyvov6kDSk"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272066-fJlsKKlDoMxvyjnDvQW6"
upstream_id"chatcmpl-RGLJehqcD3fdI5T7TUbYTjbj"
provider_responses
0
endpoint_id"d1d9657b-3c3a-49b5-8f81-33204e7c71c3"
id"chatcmpl-RGLJehqcD3fdI5T7TUbYTjbj"
is_byokfalse
latency94
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"DeepInfra"
status200
total_cost0.0053967
cache_discount(null)
upstream_inference_cost0
provider_name"DeepInfra"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Ich bin nicht sicher... die Menschen verschwinden hier, und ich zittere nur. Ich spreche kein Wort Englisch. Verstehen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8303696771174544
nl0.6610565684899485
da0.4148506860371267
sv0.4105691056910569
no0.35783879539415414
tr0.3287037037037037
ro0.3108365019011407
it0.3015414258188825
en0.29406037000973706
ms0.2639593908629441
fr0.25411522633744854
es0.23844537815126046
pl0.23844537815126046
sl0.21281216069489683
eu0.21195652173913043
sk0.210239651416122
hu0.19533851276359598
lt0.18721973094170402
hr0.17048054919908467
pt0.16857798165137614
tl0.16857798165137614
sq0.16087962962962962
is0.15795586527293842
cs0.12121212121212122
fi0.1082410824108241
yo0.1082410824108241
az0.07525510204081631
ca0.07525510204081631
reliabletrue
passestrue
1
name"Hunter"
dialogue"Miss. I'm Detective Hunter, Alborn PD. I'm investigating disappearances—have you seen anything suspicious? Near the orchard, or around the festival grounds?"
detectedLang"en"
heavyLang"en"
scores
en0.7810858143607706
tl0.6585865483100035
fr0.5807127882599581
pt0.4954591321897074
ro0.4807892004153686
it0.4594594594594595
nl0.452354874041621
ca0.4490358126721763
ms0.41792782305005816
no0.4175888177053
da0.4131455399061033
es0.40155595451825254
sv0.3800371977681339
sq0.3662864385297845
de0.34340118187787255
hr0.3206521739130435
cs0.3183367416496251
sl0.3050729673384294
sk0.20382165605095542
lt0.20127795527156547
et0.2006394884092726
az0.19093851132686085
lv0.17149958574979288
hu0.1341991341991342
is0.12126537785588754
fi0.1087344028520499
yo0.09665763324299909
pl0.059266227657572904
tr0.05571293673276676
reliabletrue
passestrue
2
name"Melanie"
dialogue"Meine Kamera... ich fotografiere alles. Aber die Bilder sind schrecklich. Der Apfelmarkt, der Mann—er hat mich gesehen. Bitte, helfen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8163693599160545
nl0.6431484502446982
no0.591693887074195
da0.5241979336595977
et0.41275167785234906
it0.3803116147308782
sv0.375
ca0.3274404304381245
sk0.3110236220472441
es0.3099369085173501
tr0.3011182108626198
fr0.2937853107344633
pl0.28513071895424835
is0.2696160267111853
ro0.24633936261843237
fi0.24438687392055264
eu0.19945105215004574
hr0.19651056014692378
en0.1957720588235294
cs0.19429097605893186
sl0.19056429232192415
ms0.18604651162790697
az0.17140151515151517
tl0.13962635201573254
sq0.13366336633663367
lt0.12587412587412586
lv0.12236710130391174
pt0.12236710130391174
hu0.09138110072689512
yo0.09138110072689512
ru0.0779768177028451
reliabletrue
passestrue
3
name"Hunter"
dialogue"No idea what you're saying. You gotta speak English if you want help. Did anyone go missing? Point to something."
detectedLang"en"
heavyLang"en"
scores
en0.8116393868537283
tl0.5857142857142857
da0.39228834870075435
pl0.36123348017621143
no0.3385036496350365
sv0.32242990654205606
it0.32116104868913853
ms0.31732580037664787
nl0.2967992240543162
es0.29406037000973706
hr0.28500986193293887
ca0.2814667988107037
pt0.279324055666004
fr0.2757242757242757
lv0.25869120654396727
sk0.2352320675105485
yo0.22790202342917998
cs0.22376873661670238
fi0.20765027322404372
tr0.2059145673603505
is0.1733181299885975
de0.1657077100115075
sl0.1430260047281324
hu0.12965186074429771
lt0.12545235223160436
ro0.0903387703889586
az0.08227848101265822
et0.08227848101265822
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ich kenne niemanden hier. Ich bin nur eine Studentin aus Deutschland. Ich verstehe nicht, was hier passiert. Es ist zu viel."
detectedLang"de"
heavyLang"de"
scores
de0.8273172905525846
nl0.6268656716417911
no0.5271507016473459
sv0.4791666666666667
da0.4424460431654676
en0.44043321299638993
fr0.4225037257824143
it0.4186046511627907
ca0.38247011952191234
sq0.359504132231405
is0.3409863945578231
sk0.32842287694974004
hu0.32550043516100957
es0.31294326241134746
ms0.30180180180180183
pt0.28307123034227566
lt0.2824074074074074
tr0.28107606679035246
pl0.2736644798500469
ro0.26400759734093066
lv0.249031007751938
cs0.23795476892822026
fi0.23720472440944884
yo0.1876310272536688
et0.1648706896551724
az0.15760869565217392
hr0.15300546448087432
tl0.15021929824561403
hi0.1203178206583428
sl0.07074340527577938
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I don't have time for a language barrier. Did you talk to anyone about the missing people? Did you see something near this café?"
detectedLang"en"
heavyLang"en"
scores
en0.8250668861905742
tl0.6143375680580763
da0.5620814013395157
no0.5173197047132311
pt0.46507237256135936
nl0.42058623040218135
yo0.4072524407252441
fr0.36990363232023726
hr0.3466564181398924
sv0.34615384615384615
cs0.3441358024691358
ca0.3410852713178295
et0.3405740884406517
ms0.3285939968404423
ro0.3285939968404423
it0.30668841761827076
is0.3055555555555556
pl0.30098684210526316
sk0.28209459459459457
lt0.2685025817555938
de0.26151172893136404
es0.2582897033158813
sq0.2504409171075838
lv0.23076923076923078
eu0.22586520947176683
hu0.20782851817334574
sl0.19886899151743637
az0.18893129770992365
tr0.1474423269809428
fi0.14228052472250252
vi0.1353001017293998
be0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
6
name"Melanie"
dialogue"Warten Sie! Ich habe Angst. Ich habe nur meine Kamera. Bitte..."
detectedLang"de"
heavyLang"de"
scores
de0.8243853487205218
nl0.5944380069524914
no0.5813397129186603
pl0.4852941176470589
ms0.476831091180867
da0.4720965309200603
sv0.4067796610169492
et0.36936936936936937
sk0.3554327808471455
ca0.32950191570881227
es0.325626204238921
it0.29577464788732394
tr0.2842535787321063
fr0.2081447963800905
eu0.1935483870967742
fi0.1935483870967742
is0.1822429906542056
cs0.18032786885245902
hr0.18032786885245902
ro0.17061611374407584
tl0.17061611374407584
sl0.16467780429594273
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm trying to do my job—just answer yes or no. Did you witness anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8159057437407952
tl0.5791245791245792
cs0.5014955134596211
pl0.4708994708994709
sk0.4686503719447397
hr0.4026284348864994
lv0.3961352657004831
pt0.37027707808564225
da0.34810951760104303
sl0.32523616734143057
sq0.302649930264993
yo0.3006993006993007
ca0.29775280898876405
no0.2917847025495751
de0.23430321592649314
es0.21507064364207218
vi0.18166939443535188
lt0.17218543046357618
et0.16943521594684383
sv0.16943521594684383
tr0.14965986394557826
it0.13793103448275862
fr0.13494809688581316
ms0.13494809688581316
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ich verstehe nicht... bitte, verstehen Sie nicht?"
detectedLang"de"
heavyLang"de"
scores
de0.8445273631840796
nl0.558303886925795
pl0.47589098532494756
it0.37027707808564225
no0.3556701030927836
sk0.3315508021390375
eu0.3150684931506849
et0.3112947658402204
cs0.2857142857142857
fi0.26035502958579887
lt0.23547400611620795
da0.23076923076923078
hu0.22360248447204967
is0.21135646687697163
en0.20127795527156547
es0.20127795527156547
fr0.20127795527156547
pt0.20127795527156547
az0.19093851132686085
ca0.19093851132686085
ro0.19093851132686085
sq0.19093851132686085
sv0.19093851132686085
reliabletrue
passestrue
9
name"Hunter"
dialogue"Sorry—that's the department calling about the case. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8243801652892562
tl0.6847181008902077
da0.6031746031746031
no0.5833333333333334
yo0.5256696428571429
sq0.5131729667812142
pl0.5063879210220674
sv0.47073474470734744
ro0.43408788282290284
ca0.43333333333333335
hr0.4279946164199193
cs0.4129834254143646
it0.4072524407252441
nl0.39801699716713884
sk0.38583815028901736
ms0.38316400580551524
lt0.35703479576399394
de0.356060606060606
fr0.32
az0.31451612903225806
lv0.30327868852459017
pt0.28451178451178455
es0.2772108843537415
hu0.23423423423423423
sl0.2216117216117216
be0.1414141414141414
tr0.1414141414141414
et0.1290983606557377
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
10
name"Melanie"
dialogue"Bitte... warten Sie!"
detectedLang"de"
heavyLang"de"
scores
de0.831081081081081
pl0.6323529411764706
no0.576271186440678
nl0.5733788395904437
da0.571917808219178
et0.4747899159663866
sv0.41588785046728977
eu0.40191387559808617
fi0.40191387559808617
ms0.3842364532019704
it0.375
ca0.358974358974359
es0.358974358974359
tr0.358974358974359
reliabletrue
passestrue
11
name"Hunter"
dialogue"Find someone who speaks English and call the station. I'm leaving."
detectedLang"en"
heavyLang"en"
scores
en0.8320033599328014
tl0.5922528032619776
da0.5215311004784688
no0.51278928136419
yo0.47506561679790027
sv0.4528043775649795
nl0.4513031550068587
fr0.42028985507246375
de0.394856278366112
ms0.34318555008210183
et0.3311036789297659
ro0.27140255009107467
sq0.26605504587155965
hr0.2523364485981308
it0.2047713717693837
fi0.17012448132780084
es0.16317991631799164
pt0.16317991631799164
zh0.16142557651991615
lt0.15789473684210525
az0.13606911447084233
cs0.13606911447084233
lv0.13606911447084233
pl0.13606911447084233
sl0.13606911447084233
sk0.12854030501089325
tr0.12854030501089325
reliabletrue
passestrue