Run: 2026-09-01-01M1EM3TSAFHJRJTT0AHK9GYA0

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
36.2s
Cost:
$0.005922
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Maria: "No... disculpe. No entiendo inglés. Soy de España... solo hablo español. ¿Usted es policía?" Hunter: "Detective Hunter, Alborn PD. I'm investigating the disappearances around town—the recent ones near the mill. You were taking photos by the creek. Did you see anything?" Maria: "Sí... es horrible. El pueblo está maldito. La gente desaparece... como en el festival de manzanas. Los niños... no están. Es una pesadilla." Hunter: "Wait—you're saying people vanished? At the apple festival? I don't speak Spanish, ma'am, but are you telling me you saw something?" Maria: "Sí, solo español. Vi algo... cerca del estanque. Una sombra... detrás del árbol. Pero no es persona. Es un vacío. No puedo explicar bien... mi inglés es cero." Hunter: "A shadow? By the pond? Behind a tree? Okay, I'm trying to follow—did you take a photo of this?" Maria: "Sí, sí... aquí. Mi cámara es para paisajes, pero ahora... mire detrás del árbol. Hay una figura. Es oscuro. No soy buena en inglés... soy estudiante, no debería estar aquí." Hunter: "You don't need to apologize. Just point to it—I'm looking at your camera now." Maria: "Esta foto... el atardecer. Pero hay alguien... o algo. No sé qué es. No puedo escribir inglés. Solo español: 'desapareció', 'estanque', 'manzanas', 'sombras'. Es todo." Hunter: "I'm lost without an interpreter, but I got that you saw a shadow at the pond. Hold that camera—don't delete anything." Maria: "Por favor... ¿puede ayudar? Todo está tan oscuro." Hunter: "I'm gonna get help. Wait—" [phone rings loudly] "That's my office. I have to take this call. Stay right there."
created_at"2026-09-01T13:56:36.274Z" 9/1/2026, 1:56:36 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency214
moderation_latency(null)
generation_time36145
tokens_prompt304
tokens_completion5333
native_tokens_prompt274
native_tokens_completion4832
native_tokens_completion_images(null)
native_tokens_reasoning4913
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)
usage0.0059217
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788270996-r9nisqZRTkWsTcrpcLOX"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788270996-mTXjRlMe4lQaZK1iwen1"
upstream_id"chatcmpl-R9rbEwfOHDzPJ7VVhZhAflyX"
provider_responses
0
endpoint_id"d1d9657b-3c3a-49b5-8f81-33204e7c71c3"
id"chatcmpl-R9rbEwfOHDzPJ7VVhZhAflyX"
is_byokfalse
latency90
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"DeepInfra"
status200
total_cost0.0059217
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"Maria"
dialogue"No... disculpe. No entiendo inglés. Soy de España... solo hablo español. ¿Usted es policía?"
detectedLang"es"
heavyLang"es"
scores
es0.8023715415019763
ca0.6173469387755102
pt0.6111471160077772
it0.526813880126183
fr0.5249406175771971
en0.4787141615986099
eu0.4094488188976378
nl0.3957703927492447
hu0.3858751279426817
no0.38271604938271603
lv0.3617021276595745
tr0.358974358974359
ro0.3562231759656652
da0.3348115299334811
tl0.3325917686318131
de0.3258426966292135
sk0.2907801418439716
et0.28825622775800713
sv0.25280199252801994
hr0.23954372623574144
lt0.22879177377892032
fi0.22580645161290325
cs0.2197659297789337
pl0.21363040629095675
sl0.21052631578947367
ms0.19463087248322147
sq0.19463087248322147
az0.18699186991869918
yo0.13544668587896252
reliabletrue
passestrue
1
name"Hunter"
dialogue"Detective Hunter, Alborn PD. I'm investigating the disappearances around town—the recent ones near the mill. You were taking photos by the creek. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.7935548841893253
tl0.5833333333333334
fr0.5537657814540705
nl0.4950738916256157
pt0.4781059063136456
ro0.4559447983014862
ca0.42155756207674944
it0.41327990841442475
es0.39563679245283023
sv0.3902439024390244
cs0.3516761543327008
da0.3463010204081633
no0.3454661558109834
de0.34041184041184036
sq0.336139896373057
sk0.3256578947368421
ms0.31300268096514744
sl0.2735648476257973
et0.26523297491039427
hr0.2457689477557027
pl0.22230652503793627
lt0.2078825347758887
lv0.17338709677419356
is0.1693679092382496
tr0.12393162393162394
fi0.11941580756013745
az0.10323709536307961
yo0.09452296819787986
hi0.06987295825771324
reliabletrue
passestrue
2
name"Maria"
dialogue"Sí... es horrible. El pueblo está maldito. La gente desaparece... como en el festival de manzanas. Los niños... no están. Es una pesadilla."
detectedLang"es"
heavyLang"es"
scores
es0.7982967279246974
ca0.6840996840996841
pt0.6428571428571429
it0.5670995670995671
tl0.5030369961347322
fr0.5027624309392266
ro0.4791666666666667
no0.4614003590664273
da0.4289340101522843
nl0.39312204989885363
sk0.366643209007741
hu0.36619718309859156
ms0.3644067796610169
de0.3585174625801853
eu0.3553008595988539
hr0.35018050541516244
en0.3387215282880235
sv0.3382352941176471
lv0.3293591654247392
sq0.32381667918858
cs0.3227990970654628
tr0.29851909586905695
sl0.2736077481840194
yo0.2706645056726094
lt0.2568125516102395
fi0.22680412371134018
is0.18256130790190736
az0.16743755781683625
pl0.13294797687861273
et0.11937377690802348
vi0.08536585365853659
reliabletrue
passestrue
3
name"Hunter"
dialogue"Wait—you're saying people vanished? At the apple festival? I don't speak Spanish, ma'am, but are you telling me you saw something?"
detectedLang"en"
heavyLang"en"
scores
en0.8018930222320053
tl0.5722433460076045
no0.48921679909194093
da0.4889267461669506
fr0.43431803896920174
nl0.4094488188976378
ms0.40711462450592883
sv0.39475453934095495
sq0.3877551020408163
es0.36395759717314485
it0.34593023255813954
ro0.3263473053892215
de0.3023255813953488
cs0.2913385826771654
et0.2902208201892744
pt0.2896606156274665
ca0.27652733118971057
hr0.2741935483870968
sl0.2340425531914894
hu0.18552036199095023
yo0.1773308957952468
sk0.17431192660550457
lt0.17355371900826447
pl0.17355371900826447
az0.16743755781683625
tr0.15887850467289721
fi0.13294797687861273
lv0.12280701754385964
be0.07216494845360825
is0.06542056074766354
uk0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
4
name"Maria"
dialogue"Sí, solo español. Vi algo... cerca del estanque. Una sombra... detrás del árbol. Pero no es persona. Es un vacío. No puedo explicar bien... mi inglés es cero."
detectedLang"es"
heavyLang"es"
scores
es0.7871863799283154
ca0.6660808435852372
it0.6252465483234714
pt0.5766488413547237
fr0.4870410367170626
ro0.4470314318975553
lv0.40662086196127417
en0.32671863926293404
hu0.3257629524485451
tl0.2994100294985251
no0.2973372781065089
sv0.2952522255192878
sl0.2692307692307693
yo0.2647058823529412
sk0.25954793452844893
eu0.2537313432835821
da0.25196850393700787
de0.23325262308313155
hr0.20033670033670034
tr0.19286321155480035
nl0.18594687232219365
pl0.18244406196213425
lt0.14645103324348607
sq0.13793103448275862
cs0.12923923006416133
et0.1252302025782689
vi0.09523809523809525
ms0.08477842003853564
is0.06219151036525173
az0.058473736372646176
reliabletrue
passestrue
5
name"Hunter"
dialogue"A shadow? By the pond? Behind a tree? Okay, I'm trying to follow—did you take a photo of this?"
detectedLang"en"
heavyLang"en"
scores
en0.8089066134928546
tl0.6563060370591751
cs0.4933920704845815
yo0.4529019980970504
sk0.40904419321685515
fr0.4010416666666667
no0.3902439024390244
pl0.3837084673097535
da0.37158469945355194
sl0.33449074074074076
nl0.32748538011695905
hr0.28393524283935245
eu0.2684478371501272
it0.2609254498714653
lv0.25032594524119944
lt0.24441524310118265
is0.2219215155615697
hu0.213406292749658
de0.20689655172413793
sq0.20689655172413793
ms0.19692737430167598
sv0.19692737430167598
pt0.1958041958041958
ro0.19467787114845939
ca0.19127988748241914
es0.18670438472418668
hi0.11809815950920245
tr0.11809815950920245
az0.10852713178294573
vi0.10852713178294573
et0.0987460815047022
fi0.0987460815047022
reliabletrue
passestrue
6
name"Maria"
dialogue"Sí, sí... aquí. Mi cámara es para paisajes, pero ahora... mire detrás del árbol. Hay una figura. Es oscuro. No soy buena en inglés... soy estudiante, no debería estar aquí."
detectedLang"es"
heavyLang"es"
scores
es0.8023905918642761
ca0.6731505102040816
pt0.5767960363336085
it0.47327852004110993
tl0.47137699845281067
no0.35208596713021495
fr0.34879288437102923
sq0.30836707152496623
tr0.29601648351648346
ro0.29504814305364513
hu0.27867698803659396
sl0.26258992805755393
de0.26152737752161387
sv0.24298375184638107
da0.236783320923306
yo0.23393124065769805
is0.22465960665658097
eu0.22407267221801666
en0.2103235747303544
hr0.2054263565891473
lv0.19670846394984326
ms0.1549876339653751
sk0.14440734557595994
et0.13865546218487396
fi0.13647851727042964
nl0.1298811544991511
pl0.1298811544991511
vi0.120926243567753
lt0.08154121863799284
cs0.07407407407407407
reliabletrue
passestrue
7
name"Hunter"
dialogue"You don't need to apologize. Just point to it—I'm looking at your camera now."
detectedLang"en"
heavyLang"en"
scores
en0.8023715415019763
tl0.6323529411764706
da0.46351931330472107
fr0.4577006507592191
no0.45054945054945056
pl0.3734335839598998
cs0.358974358974359
sv0.33774834437086093
nl0.3288590604026846
et0.32523616734143057
ro0.3103448275862069
de0.3045897079276773
it0.3045897079276773
yo0.29873772791023845
lv0.2937853107344633
sk0.2784992784992785
sq0.27641099855282203
sl0.2668621700879765
ca0.2636229749631811
lt0.2636229749631811
hr0.26144756277695713
ms0.23076923076923078
pt0.20886075949367086
es0.1652754590984975
is0.1243432574430823
az0.1087344028520499
reliabletrue
passestrue
8
name"Maria"
dialogue"Esta foto... el atardecer. Pero hay alguien... o algo. No sé qué es. No puedo escribir inglés. Solo español: 'desapareció', 'estanque', 'manzanas', 'sombras'. Es todo."
detectedLang"es"
heavyLang"es"
scores
es0.777270751847023
pt0.5826547231270358
ca0.5349364791288567
it0.3876941457586619
tl0.32432432432432434
lv0.3012951601908657
hu0.29504814305364513
ro0.29114799446749656
hr0.2683797287651677
lt0.22171602126044038
sk0.215761285386381
fr0.21093148575827558
pl0.19921875
et0.18844022169437846
yo0.17670682730923695
de0.16734362307067424
sl0.15008291873963517
no0.14867109634551495
tr0.14654454621149043
cs0.14440734557595994
vi0.120926243567753
is0.10714285714285714
eu0.10402097902097902
az0.09292035398230088
en0.0921169176262179
ms0.07989228007181329
da0.0639269406392694
nl0.057904411764705885
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm lost without an interpreter, but I got that you saw a shadow at the pond. Hold that camera—don't delete anything."
detectedLang"en"
heavyLang"en"
scores
en0.7951902748414377
tl0.5427728613569321
da0.5107323232323233
no0.5073108709472346
ro0.5063694267515924
ca0.47207084468664845
sq0.4618055555555556
fr0.46030640668523676
it0.449182658137882
ms0.4400289017341041
es0.4375907111756169
sv0.43636363636363634
de0.4326500732064422
nl0.4216417910447761
tr0.39310884886452624
hu0.37399030694668817
pt0.36683006535947715
yo0.34433164128595606
cs0.33590402742073694
sk0.3074173369079536
hr0.3011722272317403
et0.2999096657633243
pl0.2876838235294118
sl0.28307123034227566
vi0.2824074074074074
eu0.24830261881668284
lt0.2226680040120361
lv0.22032193158953722
az0.2051282051282051
is0.15115005476451257
be0.08284023668639054
fi0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
10
name"Maria"
dialogue"Por favor... ¿puede ayudar? Todo está tan oscuro."
detectedLang"es"
heavyLang"es"
scores
es0.7977598008711886
pt0.6979553903345724
ca0.5751633986928104
sq0.375
it0.3602362204724409
tl0.32150313152400833
ms0.22062350119904073
cs0.2111650485436893
yo0.20924574209245742
sk0.19154228855721395
en0.181360201511335
fr0.181360201511335
ro0.181360201511335
da0.16666666666666666
nl0.16666666666666666
no0.16666666666666666
sl0.16666666666666666
sv0.16666666666666666
reliabletrue
passestrue
11
name"Hunter"
dialogue"That's my office. I have to take this call. Stay right there."
detectedLang"en"
heavyLang"en"
scores
en0.8369343660823482
tl0.6658312447786132
da0.5726495726495726
no0.5061728395061729
pl0.46879150066401065
de0.44751381215469616
cs0.44598337950138506
sq0.43820224719101125
yo0.4269340974212034
sk0.42028985507246375
hr0.3893129770992366
fr0.36808846761453395
sv0.3442622950819672
sl0.332220367278798
lv0.3162393162393162
lt0.2945326278659612
ro0.2945326278659612
ca0.25650557620817843
it0.22330097087378642
nl0.17012448132780084
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
et0.13606911447084233
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue