Run: 2026-09-01-01M1EP0CK0FFD0BA3780PXMZ8F

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
40.5s
Cost:
$0.004448
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
Melanie: "Ich... ich habe es gesehen. Es war so schrecklich." Hunter: "Ma'am? I'm Detective Hunter. I'm investigating some recent events in Alborn. Did you see something?" Melanie: "Nein, ich verstehe nicht. Ich bin Deutsche. Ich habe kein Englisch. Ich habe so viel Angst." Hunter: "No English? I'm sorry—I'm trying to ask if you're okay. Are you talking about what's been happening in town?" Melanie: "Ja, die Menschen... sie verschwinden. Ich habe es mit meiner Kamera fotografiert. Bitte, schauen Sie hier." Hunter: "You photographed it? I'm confused—are you saying people are disappearing? Is this about the disappearances?" Melanie: "Ich bin so erschüttert und zitternd. Ich habe die Polizei gesehen, aber sie kommen nicht." Hunter: "Shaken? You're shaking. You saw police and they didn't come? Wait—are you talking about the apple festival, or someone missing?" Melanie: "Nein... es ist draußen. Jemand ist fort. Ich muss weg." Hunter: "Someone is gone? Outside? Miss, I need to know—are you safe right now?" Melanie: "Ich... ich bin sicher hier. Aber draußen... das Licht. Es ist falsch." Hunter: "A light? You mean you saw a light? I'm not following—can you point to it? On that camera?" Melanie: "Bitte... ich kann nicht erklären. Ich bin nur so erschüttert." Hunter: "I'm sorry, I don't speak German, but I'm trying—did you see someone taken? Please, tell me in any way you can." Hunter: "Sorry—my phone, I have to take this." Hunter: "Yeah, I'm still at the café in Alborn... No, she isn't speaking English... I haven't gotten anything clear... Okay, I'm coming back to the station. Wait—" Hunter: "Miss, I'm sorry—I'm needed immediately. I don't fully understand, but please, show that photo to anyone who can translate. I'm Detective Hunter."
created_at"2026-09-01T14:29:40.585Z" 9/1/2026, 2:29:40 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency284
moderation_latency(null)
generation_time40109
tokens_prompt306
tokens_completion3871
native_tokens_prompt278
native_tokens_completion3602
native_tokens_completion_images(null)
native_tokens_reasoning3415
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)
usage0.0044475
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272980-jCoxGAwgBChOvsX1NgMc"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272980-sJGzq8XkGwVmCmPCarTu"
upstream_id"chatcmpl-R8PyWqZeGu0qAuQfCIUfz0wt"
provider_responses
0
endpoint_id"d1d9657b-3c3a-49b5-8f81-33204e7c71c3"
id"chatcmpl-R8PyWqZeGu0qAuQfCIUfz0wt"
is_byokfalse
latency91
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"DeepInfra"
status200
total_cost0.0044475
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... ich habe es gesehen. Es war so schrecklich."
detectedLang"de"
heavyLang"de"
scores
de0.8469671675013912
en0.4586614173228346
sk0.4554455445544555
sl0.3544600938967136
ca0.3483412322274882
es0.3483412322274882
nl0.3309002433090025
yo0.314214463840399
lv0.3037974683544304
eu0.2948717948717949
pl0.2948717948717949
hu0.27055702917771884
vi0.2647058823529412
lt0.2486338797814208
fi0.24242424242424243
no0.24242424242424243
tl0.24242424242424243
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? I'm Detective Hunter. I'm investigating some recent events in Alborn. Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.7877897486124714
tl0.6358543417366946
ro0.6031746031746031
pt0.5501730103806228
nl0.5473537604456825
fr0.5373665480427047
it0.536376604850214
sv0.5123780945236309
ca0.5030581039755352
de0.477491961414791
es0.45606694560669453
sl0.41912421805183203
da0.4080145719489982
no0.39759036144578314
cs0.3953488372093023
ms0.3602362204724409
hr0.3394308943089431
et0.3150684931506849
sk0.30703624733475476
sq0.2934782608695652
az0.23708920187793428
lt0.22526817640047678
lv0.20440636474908203
pl0.19053549190535493
is0.1751269035532995
yo0.11924119241192413
fi0.08321579689703808
tr0.08321579689703808
reliabletrue
passestrue
2
name"Melanie"
dialogue"Nein, ich verstehe nicht. Ich bin Deutsche. Ich habe kein Englisch. Ich habe so viel Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8350923482849604
nl0.664654594232059
no0.38271604938271603
en0.34554973821989526
sk0.3150684931506849
ms0.24242424242424243
ca0.24127465857359634
sl0.23195084485407066
it0.23076923076923078
da0.2295839753466872
ro0.20760697305863707
sv0.20760697305863707
yo0.20127795527156547
pl0.18699186991869918
cs0.16666666666666666
vi0.1652754590984975
tl0.14965986394557826
tr0.14965986394557826
lt0.1334488734835355
hr0.12587412587412586
hu0.12587412587412586
is0.11816578483245149
es0.11190053285968028
fr0.11190053285968028
pt0.11190053285968028
az0.10554561717352416
sq0.10554561717352416
reliabletrue
passestrue
3
name"Hunter"
dialogue"No English? I'm sorry—I'm trying to ask if you're okay. Are you talking about what's been happening in town?"
detectedLang"en"
heavyLang"en"
scores
en0.8241206030150754
tl0.5765275257108288
no0.41471571906354515
sv0.40978077571669475
nl0.3451824134705332
ro0.3408662900188324
it0.3184031158714703
sk0.3157380254154448
pt0.30624380574826565
da0.3055555555555556
de0.29929929929929927
pl0.29577464788732394
hr0.29221435793731043
sl0.28205128205128205
lv0.2654774396642183
yo0.24324324324324328
cs0.2299229922992299
is0.2054483541430193
ms0.17355371900826447
es0.16367980884109917
ca0.16167664670658682
lt0.12935323383084577
tr0.1116751269035533
az0.10714285714285714
fr0.0920881971465629
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ja, die Menschen... sie verschwinden. Ich habe es mit meiner Kamera fotografiert. Bitte, schauen Sie hier."
detectedLang"de"
heavyLang"de"
scores
de0.8255363142930989
nl0.6351351351351351
sv0.5296167247386759
da0.5150862068965517
no0.5090909090909091
ca0.48824867323730103
es0.468503937007874
tr0.40789473684210525
pl0.3885869565217392
sk0.37615526802218113
et0.3656015037593985
hu0.3515850144092219
lv0.34593023255813954
sq0.3408203125
it0.3382352941176471
lt0.303405572755418
fr0.3005181347150259
sl0.2976066597294485
pt0.2849576271186441
ro0.2726293103448276
tl0.24412094064949608
hr0.2407199100112486
cs0.23814898419864558
ms0.2285714285714286
en0.22235023041474655
yo0.1945107398568019
fi0.1847826086956522
is0.17682926829268292
az0.14880201765447668
reliabletrue
passestrue
5
name"Hunter"
dialogue"You photographed it? I'm confused—are you saying people are disappearing? Is this about the disappearances?"
detectedLang"en"
heavyLang"en"
scores
en0.8148656061437192
tl0.5717005076142132
fr0.5420624151967435
nl0.44306930693069313
yo0.3098159509202454
pt0.2849576271186441
ms0.2841993637327678
ro0.27184466019417475
ca0.2710583153347732
no0.24157303370786518
da0.2276887871853547
it0.22502870264064295
es0.22235023041474655
sv0.2214532871972318
sq0.19547079856972585
lv0.19161676646706588
hu0.18576598311218334
et0.18280871670702178
tr0.12903225806451613
is0.11994784876140809
de0.1083223249669749
cs0.10358565737051792
hi0.10239361702127658
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ich bin so erschüttert und zitternd. Ich habe die Polizei gesehen, aber sie kommen nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8309320788003528
no0.5192307692307693
nl0.5106382978723405
da0.4278606965174129
sv0.4191919191919192
sk0.3546576879910213
pl0.3539325842696629
fi0.32590855803048063
en0.3235294117647059
sl0.2962056303549572
yo0.27122940430925224
eu0.26658163265306123
et0.2580645161290322
cs0.2493472584856397
ro0.2483660130718954
ms0.22818791946308725
tl0.22086720867208673
it0.21875
tr0.21768707482993196
hu0.21555252387448842
is0.14814814814814814
vi0.14688427299703263
lv0.13403614457831325
hr0.13273001508295626
lt0.1314199395770393
fr0.1248097412480974
sq0.1248097412480974
az0.11538461538461538
es0.11538461538461538
ca0.11128284389489954
pt0.10852713178294573
reliabletrue
passestrue
7
name"Hunter"
dialogue"Shaken? You're shaking. You saw police and they didn't come? Wait—are you talking about the apple festival, or someone missing?"
detectedLang"en"
heavyLang"en"
scores
en0.8173404773502191
tl0.5805369127516778
nl0.5253164556962026
fr0.5183044315992292
it0.473314606741573
no0.4596541786743516
sv0.44974321349963314
ms0.42263279445727486
da0.39710610932475876
es0.39418416801292405
pt0.39271255060728744
de0.37707641196013286
cs0.3734335839598998
ro0.37080536912751677
hr0.3297587131367293
ca0.3181818181818182
sl0.3175614194722475
sq0.27884615384615385
et0.2690058479532163
sk0.2682926829268293
az0.25595238095238093
fi0.23076923076923078
is0.2291880781089414
lt0.22118380062305293
yo0.21548117154811713
lv0.16851441241685144
pl0.16759156492785796
hu0.1591928251121076
eu0.11137440758293839
tr0.08759124087591241
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nein... es ist draußen. Jemand ist fort. Ich muss weg."
detectedLang"de"
heavyLang"de"
scores
de0.797979797979798
nl0.42857142857142855
ca0.42748091603053434
lv0.42528735632183906
lt0.39879759519038077
fr0.336283185840708
es0.3288590604026846
sk0.29245283018867924
pl0.27710843373493976
hi0.26108374384236455
hu0.2537313432835821
da0.24812030075187969
tr0.23857868020304565
ms0.22680412371134018
yo0.22680412371134018
en0.21875
is0.20424403183023873
no0.20424403183023873
sv0.20424403183023873
ro0.2
reliabletrue
passestrue
9
name"Hunter"
dialogue"Someone is gone? Outside? Miss, I need to know—are you safe right now?"
detectedLang"en"
heavyLang"en"
scores
en0.8343725643024162
tl0.5604963805584281
yo0.49584816132858833
no0.4879518072289156
da0.4810744810744811
cs0.42489851150202973
et0.40476190476190477
pl0.380466472303207
hr0.375
ro0.358974358974359
hu0.34210526315789475
sk0.32432432432432434
lv0.30327868852459017
lt0.28209459459459457
nl0.2722602739726028
is0.2672413793103448
ca0.24511545293072823
sv0.24511545293072823
sq0.23971377459749554
sl0.2216117216117216
it0.21296296296296297
es0.1550695825049702
pt0.1550695825049702
de0.14829659318637273
fr0.14829659318637273
be0.1414141414141414
tr0.1414141414141414
az0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ich... ich bin sicher hier. Aber draußen... das Licht. Es ist falsch."
detectedLang"de"
heavyLang"de"
scores
de0.8294970161977835
nl0.5085995085995086
pt0.375
lv0.35691318327974275
ca0.355877616747182
es0.355877616747182
lt0.332220367278798
fr0.3150684931506849
tr0.3127147766323024
ro0.2753623188405797
da0.2673992673992674
it0.2673992673992674
sk0.2366412213740458
pl0.22330097087378642
hi0.20948616600790515
hu0.20318725099601595
ms0.18032786885245902
sv0.18032786885245902
en0.17012448132780084
is0.16142557651991615
tl0.15254237288135594
reliabletrue
passestrue
11
name"Hunter"
dialogue"A light? You mean you saw a light? I'm not following—can you point to it? On that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8238195912614518
tl0.708114419147694
fr0.5370370370370371
yo0.490316004077472
cs0.4541484716157206
pl0.4541484716157206
ca0.4529540481400437
da0.44629014396456257
it0.4192799070847852
sk0.4026284348864994
hr0.3872549019607844
ro0.3726474278544542
lv0.3573264781491003
no0.3359893758300133
ms0.3197278911564626
tr0.3169398907103825
es0.3160054719562244
nl0.3093922651933701
et0.302649930264993
de0.29873772791023845
fi0.29873772791023845
sl0.29676511954992973
lt0.2711370262390671
sq0.2401215805471125
hu0.2378048780487805
az0.22720247295208654
sv0.2248062015503876
pt0.21875
hi0.14383561643835618
is0.13043478260869565
eu0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
12
name"Melanie"
dialogue"Bitte... ich kann nicht erklären. Ich bin nur so erschüttert."
detectedLang"de"
heavyLang"de"
scores
de0.8278829604130808
no0.5305164319248826
sk0.36507936507936506
nl0.3640699523052464
ms0.3197278911564626
da0.2766726943942134
sl0.27404718693284935
yo0.23954372623574144
sv0.23076923076923078
pl0.22330097087378642
en0.2202729044834308
et0.2202729044834308
cs0.2
vi0.19839679358717435
tl0.18032786885245902
tr0.18032786885245902
is0.16317991631799164
it0.15789473684210525
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'm sorry, I don't speak German, but I'm trying—did you see someone taken? Please, tell me in any way you can."
detectedLang"en"
heavyLang"en"
scores
en0.8169934640522876
tl0.5561192136968929
it0.4290375203915171
ro0.413243922883487
nl0.38650306748466257
ca0.38162544169611307
sv0.36479128856624315
sq0.3346007604562738
no0.3230174081237911
et0.31906614785992216
sl0.3137254901960784
az0.29577464788732394
pt0.2753623188405797
es0.2631578947368421
ms0.24650161463939718
de0.24078091106290672
tr0.2366412213740458
pl0.23076923076923078
cs0.2072480181200453
fr0.20364050056882824
yo0.2
sk0.1764705882352941
da0.16567342073897498
hr0.16567342073897498
fi0.0967741935483871
be0.09090909090909091
hu0.08735332464146023
is0.08256880733944955
lt0.08256880733944955
lv0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
14
name"Hunter"
dialogue"Sorry—my phone, I have to take this."
detectedLang"en"
heavyLang"en"
scores
en0.8154981549815498
tl0.7030878859857482
da0.6503496503496503
pl0.5854063018242123
cs0.5629370629370629
sk0.5370370370370371
hr0.504950495049505
no0.503968253968254
yo0.47257383966244726
it0.46236559139784944
sl0.44320712694877507
vi0.43946188340807174
lv0.42528735632183906
lt0.4004796163069544
ca0.3556701030927836
sv0.3556701030927836
sq0.34895833333333337
pt0.2857142857142857
ro0.2647058823529412
fr0.251497005988024
de0.23076923076923078
nl0.23076923076923078
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
uk0.20127795527156547
reliabletrue
passestrue
15
name"Hunter"
dialogue"Yeah, I'm still at the café in Alborn... No, she isn't speaking English... I haven't gotten anything clear... Okay, I'm coming back to the station. Wait—"
detectedLang"en"
heavyLang"en"
scores
en0.7787095271372001
tl0.6170898831116486
no0.5711060948081265
da0.5374878286270691
nl0.5211693548387096
sv0.5067497403946002
de0.4378698224852071
it0.42805538832028894
pt0.3815104166666667
yo0.3770491803278688
hr0.370026525198939
fr0.3568043331076507
pl0.3370551290997907
ro0.33519944016794956
ca0.3286219081272085
sq0.3233618233618234
ms0.3209435310936383
lv0.31948424068767906
lt0.29420505200594355
sk0.2714723926380368
es0.26242236024844723
sl0.26242236024844723
cs0.23939151321056848
tr0.23325262308313155
is0.22701383238405207
az0.1810344827586207
fi0.16520210896309317
et0.11380597014925374
zh0.07497565725413825
be0.06862745098039216
hu0.06588003933136675
uk0.06219151036525173
vi0.06219151036525173
reliabletrue
passestrue
16
name"Hunter"
dialogue"Miss, I'm sorry—I'm needed immediately. I don't fully understand, but please, show that photo to anyone who can translate. I'm Detective Hunter."
detectedLang"en"
heavyLang"en"
scores
en0.8068713153079894
tl0.6030087755954868
no0.4973544973544973
ro0.49333333333333335
da0.4486360998258851
it0.4411764705882353
fr0.4235436893203884
ca0.4171779141104295
sv0.40176322418136023
cs0.39987365761212884
hr0.36624416277518346
de0.3636972538513061
nl0.36155913978494625
sk0.3484224965706447
pt0.34027777777777785
pl0.30095658572479767
sl0.2857142857142857
sq0.27370030581039756
es0.2641363284275755
tr0.22067268252666117
lv0.2096505823627288
is0.20767306088407003
lt0.19763513513513514
yo0.1908006814310051
et0.17748917748917747
ms0.17677642980935876
az0.1731940818102698
vi0.1371480472297911
fi0.07587548638132297
hi0.07497565725413825
be0.06862745098039216
eu0.06588003933136675
hu0.06588003933136675
uk0.06219151036525173
reliabletrue
passestrue