Run: 2026-09-01-01M1ENJJWP5JBY1FMNH2NEFQR2

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 14s
Cost:
$0.005855
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 sits in a quiet Alborn café, her landscape camera on the table beside her untouched coffee. Hunter, the no-nonsense detective, approaches with his eyes already sharp, asking about the recent disappearances. Melanie replies in her native German—fluent, frantic, and shaken—while Hunter responds in English, clearly lost but trying to extract a lead. **Dialogue (Voice Sheet)** Melanie: "Ich habe alles fotografiert… seit dem Apfelfest. Aber seit die Menschen verschwunden sind, sehe ich nur noch Schatten in meinen Bildern." Hunter: "Miss, I'm Detective Hunter. I'm investigating the disappearances in Alborn. Did you see anything suspicious near the orchard or during the festival?" Melanie: "Ich bin Studentin aus Deutschland und ich verstehe kein Englisch. Ich bin sehr verängstigt und meine Hände zittern." Hunter: "I'm sorry—I don't speak German, not even the basics. Are you saying you witnessed something? Did someone come up to you?" Melanie: "Meine Kamera zeigt mir Dinge, die nicht normal sind. Die Gesichter fehlen in meinen Bildern. Ich habe Angst vor dem Wald und vor dem Fest." Hunter: "You have a camera? Photos with missing faces? Look, I need direct answers—did you see a stranger, a vehicle, anything unusual near the apple fields?" Melanie: "Nein, ich bin allein mit meiner Kamera. Ich bin nur hier, um zu lernen. Aber ich kann nicht verstehen, was passiert, und ich zittere." Hunter: "You need to write this down or get a translator. I'm running out of time—this town is too small to hide what's going on." Melanie: "Bitte, bleiben Sie. Ich habe Fotos, die Sie sehen müssen. Ich habe keine Worte auf Englisch—nur Bilder und Angst." Hunter: "I'm getting another call—this lead is getting cold. Hold those photos. Find someone at the station who can translate. Don't leave this cafe." Hunter: "Yes… I'm still at the cafe with the German student… I don't know what she's saying… Alright, I'm leaving now." (To Melanie) "I have to go. Hold onto those images. We'll figure this out—but find an interpreter, and stay safe." Melanie: "Bitte, nicht gehen! Ich habe Beweise!" Hunter: "I'll try to come back. Stay put, Miss."
created_at"2026-09-01T14:22:08.286Z" 9/1/2026, 2:22:08 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency224
moderation_latency(null)
generation_time74079
tokens_prompt306
tokens_completion5451
native_tokens_prompt278
native_tokens_completion4775
native_tokens_completion_images(null)
native_tokens_reasoning4898
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)
usage0.0058551
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272528-Fv10HFEjyaUFAvcJPN7H"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272528-wK7UDXTqJgI9RqC223N7"
upstream_id"chatcmpl-R6FixDtTRFycH6L2egIRXhLG"
provider_responses
0
endpoint_id"d1d9657b-3c3a-49b5-8f81-33204e7c71c3"
id"chatcmpl-R6FixDtTRFycH6L2egIRXhLG"
is_byokfalse
latency89
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"DeepInfra"
status200
total_cost0.0058551
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 habe alles fotografiert… seit dem Apfelfest. Aber seit die Menschen verschwunden sind, sehe ich nur noch Schatten in meinen Bildern."
detectedLang"de"
heavyLang"de"
scores
de0.8079963858143213
nl0.6321938554738209
no0.5835374816266536
sv0.5531019978969506
da0.5098039215686274
it0.409312022237665
tr0.40308988764044945
en0.3772893772893773
ca0.3516399694889397
es0.33541829554339325
et0.32539682539682535
sq0.2916666666666667
fr0.2827004219409283
fi0.2796610169491525
az0.27597955706984667
ro0.2753623188405797
pl0.27412467976088817
sl0.25503943908851884
pt0.24039320822162644
sk0.23007246376811596
tl0.21875
ms0.21586715867158673
eu0.19962335216572505
lt0.19278252611585947
hu0.17153996101364524
yo0.17153996101364524
is0.1457286432160804
hr0.1388044579533941
cs0.1361788617886179
lv0.12551440329218108
ru0.08008658008658008
reliabletrue
passestrue
1
name"Hunter"
dialogue"Miss, I'm Detective Hunter. I'm investigating the disappearances in Alborn. Did you see anything suspicious near the orchard or during the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7854077253218884
tl0.6579042131796903
fr0.573225516621743
nl0.5365853658536586
pt0.5082815734989649
ro0.5046923879040667
it0.4822888283378747
ms0.4822888283378747
no0.46838276440962506
ca0.46175637393767704
sv0.4431418522860493
de0.4418331374853114
da0.4164619164619165
es0.4139420111042566
sl0.38431626701231364
sq0.3782722513089006
hr0.3319268635724332
cs0.32956951305575155
et0.3070751276440554
lt0.27035330261136714
az0.25196850393700787
sk0.2122719734660033
lv0.17891097666378566
yo0.1703056768558952
hu0.14027149321266968
pl0.1340018231540565
is0.12683823529411764
fi0.11380597014925374
tr0.058473736372646176
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich bin Studentin aus Deutschland und ich verstehe kein Englisch. Ich bin sehr verängstigt und meine Hände zittern."
detectedLang"de"
heavyLang"de"
scores
de0.813480833547723
nl0.5519159456118665
sv0.551638837353123
no0.47691197691197695
en0.4018151815181518
sq0.3787489288774636
da0.35498220640569395
sk0.3462578899909829
is0.3354720439963337
ro0.3255813953488372
fr0.27644710578842313
it0.27644710578842313
ms0.250258531540848
ca0.23442449841605068
lt0.22790202342917998
tl0.22790202342917998
hr0.22625400213447172
fi0.22210300429184548
pl0.20066152149944874
et0.18994413407821228
az0.16666666666666666
cs0.1637831603229527
lv0.15893271461716937
pt0.15204678362573099
es0.14806110458284372
yo0.11260709914320685
tr0.1082410824108241
hu0.0903387703889586
sl0.07525510204081631
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry—I don't speak German, not even the basics. Are you saying you witnessed something? Did someone come up to you?"
detectedLang"en"
heavyLang"en"
scores
en0.816536203522505
tl0.5865490628445424
it0.45014662756598234
nl0.37290969899665555
tr0.35008665511265163
ro0.34725848563968675
no0.3175614194722475
yo0.30619796484736356
ca0.30037313432835816
da0.299719887955182
cs0.2951127819548872
sv0.27606177606177607
sq0.2732558139534884
pl0.258160237388724
hr0.2537313432835821
ms0.23155737704918034
sk0.21383647798742136
lv0.19786096256684493
pt0.19181034482758622
lt0.18211559432933477
fr0.1712707182320442
de0.16759156492785796
es0.1648106904231626
az0.1506228765571914
sl0.13892078071182548
fi0.1039426523297491
be0.08536585365853659
hu0.08200734394124846
et0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
4
name"Melanie"
dialogue"Meine Kamera zeigt mir Dinge, die nicht normal sind. Die Gesichter fehlen in meinen Bildern. Ich habe Angst vor dem Wald und vor dem Fest."
detectedLang"de"
heavyLang"de"
scores
de0.8283395755305869
nl0.6244879380974055
no0.46808510638297873
sv0.4514627659574468
ro0.4017403915881073
da0.3861607142857143
en0.36293436293436293
tr0.3193069306930693
tl0.3159203980099502
it0.30143945808636746
ms0.2948717948717949
az0.2912371134020619
et0.28260869565217395
sl0.25474254742547425
eu0.25271739130434784
pl0.23822714681440443
sk0.233983286908078
cs0.2224316682375118
hr0.2224316682375118
ca0.22169811320754715
es0.2194891201513718
fi0.20825335892514396
yo0.1758241758241758
is0.15902140672782875
fr0.15816326530612246
lt0.14507772020725387
sq0.1441908713692946
pt0.13883089770354906
ru0.08231368186874304
lv0.07511210762331838
reliabletrue
passestrue
5
name"Hunter"
dialogue"You have a camera? Photos with missing faces? Look, I need direct answers—did you see a stranger, a vehicle, anything unusual near the apple fields?"
detectedLang"en"
heavyLang"en"
scores
en0.7975043782837128
fr0.5861297539149888
tl0.5474559686888454
nl0.542079207920792
da0.5159602302459446
ca0.4986449864498645
sv0.47828539199097575
de0.47532614861032335
no0.4662435083669937
it0.45556209535020603
ro0.45556209535020603
es0.44874851013110845
ms0.44477791116446574
et0.44007263922518164
pt0.354050279329609
sq0.3517869656622285
hr0.3330930064888248
cs0.3306801736613603
pl0.28681572860447185
lt0.2812742812742813
is0.27847113884555386
sk0.2762128325508607
lv0.2693522906793049
az0.25463336019339244
yo0.252827140549273
sl0.2473555736371033
hu0.23616845582163504
tr0.2252931323283082
fi0.17777777777777778
eu0.15137614678899083
vi0.12570888468809074
hi0.07684630738522955
be0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
6
name"Melanie"
dialogue"Nein, ich bin allein mit meiner Kamera. Ich bin nur hier, um zu lernen. Aber ich kann nicht verstehen, was passiert, und ich zittere."
detectedLang"de"
heavyLang"de"
scores
de0.8311571364250337
nl0.5980707395498392
no0.5238095238095238
da0.4444444444444444
it0.41497659906396256
fr0.399519615692554
sv0.3760399334442596
is0.3718592964824121
en0.3676222596964587
ms0.3444055944055944
pt0.299719887955182
tr0.2850333651096282
ca0.2661448140900196
ro0.22839506172839508
tl0.22118380062305293
eu0.20634920634920634
sk0.2046659597030753
cs0.19093851132686085
es0.17763157894736845
hu0.1758241758241758
fi0.17400881057268722
sl0.1712707182320442
et0.1657397107897664
pl0.13294797687861273
yo0.1039426523297491
hr0.09310761789600969
lt0.09310761789600969
az0.07292954264524104
sq0.07292954264524104
reliabletrue
passestrue
7
name"Hunter"
dialogue"You need to write this down or get a translator. I'm running out of time—this town is too small to hide what's going on."
detectedLang"en"
heavyLang"en"
scores
en0.8313090418353577
tl0.6046389035318924
no0.4806094182825485
nl0.4427934621099554
et0.43095599393019723
yo0.4292237442922375
hr0.4113029827315541
da0.4033412887828162
sk0.39123376623376627
cs0.3877551020408163
is0.3832236842105263
pl0.38067712634186623
fr0.37810945273631835
sl0.3495229835212489
ro0.3409490333919156
pt0.3273542600896861
lt0.3023255813953488
sv0.2984097287184284
ca0.29245283018867924
hu0.29245283018867924
de0.27466150870406186
it0.25742574257425743
lv0.2566897918731417
sq0.2260061919504644
fi0.22118380062305293
es0.21793534932221062
ms0.19614147909967844
vi0.17400881057268722
tr0.15730337078651685
eu0.1544532130777903
az0.14675767918088736
hi0.10071942446043164
reliabletrue
passestrue
8
name"Melanie"
dialogue"Bitte, bleiben Sie. Ich habe Fotos, die Sie sehen müssen. Ich habe keine Worte auf Englisch—nur Bilder und Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8305084745762712
nl0.6218260399783899
no0.5185694635488307
da0.452697419859265
sv0.3688007213706041
en0.3288590604026846
et0.32497589199614274
es0.3076162215628091
az0.3020937188434696
pl0.29006085192697767
fr0.2768595041322314
tr0.27461139896373055
ms0.2631578947368421
pt0.2576882290562036
it0.24812030075187969
eu0.2374727668845316
sk0.2143658810325477
fi0.19168591224018475
lt0.16963226571767495
hr0.16567342073897498
ca0.1606714628297362
lv0.1606714628297362
sq0.15865384615384615
ro0.15764139590854392
hu0.11838790931989925
yo0.1116751269035533
tl0.10485933503836317
ru0.09560723514211886
cs0.08735332464146023
sl0.08735332464146023
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm getting another call—this lead is getting cold. Hold those photos. Find someone at the station who can translate. Don't leave this cafe."
detectedLang"en"
heavyLang"en"
scores
en0.8235942668136714
tl0.5789473684210527
da0.49748743718592964
fr0.453551912568306
no0.43977591036414565
nl0.43899018232819076
it0.33774834437086093
de0.3371996685998343
sv0.332220367278798
yo0.3237531699070161
es0.29515418502202645
sq0.2837958818263205
ro0.27992799279927993
pt0.27601809954751133
ms0.2640294388224471
hr0.250936329588015
ca0.2179863147605083
lt0.2172211350293542
lv0.2007992007992008
az0.1991991991991992
tr0.1991991991991992
is0.17269906928645296
hu0.16142557651991615
pl0.14255091103965703
cs0.13232104121475055
sk0.13232104121475055
sl0.13232104121475055
et0.12854030501089325
vi0.0990990990990991
fi0.09297052154195011
hi0.08779931584948689
zh0.08779931584948689
eu0.07727797001153403
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Hold onto those images. We'll figure this out—but find an interpreter, and stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8045700541190619
da0.5859872611464968
fr0.5637583892617449
tl0.5448179271708684
ro0.5068285280728376
de0.5064540622627183
ca0.4845360824742268
sq0.4468085106382979
no0.4337979094076655
yo0.4318181818181818
es0.4122965641952984
pl0.40962761126248864
pt0.3725868725868726
it0.35064935064935066
tr0.35000000000000003
sk0.34738955823293177
hr0.34210526315789475
cs0.32502596053997923
sv0.3229166666666667
lv0.2942453854505972
sl0.2872807017543859
lt0.27293064876957496
nl0.2713004484304933
vi0.2655367231638418
hu0.2554410080183276
ms0.2511520737327189
et0.22985781990521328
eu0.22248803827751198
az0.16666666666666666
be0.09722222222222222
is0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
11
name"Melanie"
dialogue"Bitte, nicht gehen! Ich habe Beweise!"
detectedLang"de"
heavyLang"de"
scores
de0.8462484624846248
nl0.648382559774965
et0.4529540481400437
no0.3796526054590571
sk0.3315508021390375
eu0.3150684931506849
pl0.3150684931506849
cs0.2857142857142857
fi0.26035502958579887
da0.23076923076923078
it0.23076923076923078
reliabletrue
passestrue
12
name"Hunter"
dialogue"I'll try to come back. Stay put, Miss."
detectedLang"en"
heavyLang"en"
scores
en0.8065764023210832
tl0.5901639344262295
hr0.546485260770975
it0.44751381215469616
yo0.4065281899109792
pl0.40298507462686567
sk0.39759036144578314
cs0.3957703927492447
lv0.37888198757763975
sl0.37694704049844235
no0.35275080906148865
da0.34210526315789475
lt0.34210526315789475
nl0.3333333333333333
reliabletrue
passestrue