Run: 2026-07-25-01KYCV6PWGBC0J5JG7FZC15BJ7

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
24.4s
Cost:
$0.012441
Provider:
BaseTen

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: (looking up from her camera, startled) "¿Sí? ¿Quién es usted?" Hunter: "Detective Hunter, Alborn PD. I need to ask you about Tuesday night near Miller Creek." Maria: (clutching her camera, shaking her head) "Lo siento... no hablo inglés. Nada de nada." Hunter: (frowning, running a hand over his close-cropped hair) "Not a word? Perfect. Just my luck." Maria: (voice trembling, speaking rapid Spanish) "Pero vi algo... en el bosque, detrás del festival de manzanas. Una sombra grande... y después, nada. Tengo mucho miedo." Hunter: (leaning across the table, intense) "The woods? Behind the apple festival? You saw someone? One of the missing?" Maria: (nodding frantically, pulling the camera from her neck) "¡Sí! Mire mis fotos. Pero por favor... no quiero más problemas." Hunter: (studying the display, not understanding her words) "These are dark... wait, is that a figure? I need these files. And your name." Maria: (hugging the camera tight, distressed in Spanish) "No puedo explicarme... no sé si debo confiar..." Hunter: (pulling out a business card, sliding it over) "Tomorrow. With a translator. Until then, don't leave town." (phone buzzes) "Hunter... Yeah, I'm at the Main Street café—where? I'm en route." (hangs up, grabs his coat) Maria: (looking up, confused and frightened) "¿Se va? ¿Estoy en peligro?" Hunter: (already turning for the door, calling back firmly) "Lock your doors. And keep that camera close."
created_at"2026-07-25T14:34:56.283Z" 7/25/2026, 2:34:56 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency290
moderation_latency(null)
generation_time23340
tokens_prompt304
tokens_completion3280
native_tokens_prompt275
native_tokens_completion3004
native_tokens_completion_images(null)
native_tokens_reasoning2635
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)
usage0.0124412
router(null)
provider_responses
0
endpoint_id"ba2df08c-c0a0-4e0e-9f31-d79a9c475b70"
id"chatcmpl-09771222a5e4404b9907fa5cb8ff3374"
is_byokfalse
latency290
model_permaslug"thinkingmachines/inkling-20260715"
provider_name"BaseTen"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784990096-Fai0hlrHzIlPLmLxABaV"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784990096-vN2Uta9njQsBkbAYm4KJ"
upstream_id"chatcmpl-09771222a5e4404b9907fa5cb8ff3374"
total_cost0.0124412
cache_discount(null)
upstream_inference_cost0
provider_name"BaseTen"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"¿Sí? ¿Quién es usted?"
detectedLang"es"
heavyLang"es"
scores
es0.823321554770318
ca0.6212121212121212
yo0.49664429530201337
de0.48805460750853247
eu0.469964664310954
lv0.4444444444444444
en0.4230769230769231
hu0.40476190476190477
da0.38271604938271603
lt0.3775933609958506
no0.33920704845814975
reliabletrue
passestrue
1
name"Hunter"
dialogue"Detective Hunter, Alborn PD. I need to ask you about Tuesday night near Miller Creek."
detectedLang"en"
heavyLang"en"
scores
en0.7986577181208053
tl0.5994659546061415
no0.5363214837712519
da0.5359628770301624
ca0.4809688581314879
it0.46619217081850534
fr0.46476360392506694
ro0.4550408719346049
de0.4174757281553398
sv0.40119760479041916
cs0.39148073022312374
es0.38524590163934425
nl0.35135135135135137
hr0.3492407809110629
et0.3333333333333333
yo0.33184855233853006
tr0.3311036789297659
sq0.3227990970654628
pl0.30313588850174217
sl0.29161747343565525
pt0.2797118847539016
sk0.2537313432835821
lv0.23566878980891717
lt0.21773142112125163
hu0.20634920634920634
az0.20212765957446807
is0.2010652463382157
fi0.1111111111111111
be0.1044776119402985
uk0.09502262443438914
vi0.09502262443438914
ms0.08952959028831564
reliabletrue
passestrue
2
name"Maria"
dialogue"Lo siento... no hablo inglés. Nada de nada."
detectedLang"es"
heavyLang"es"
scores
es0.8249299719887955
pt0.7398543184183143
it0.66078697421981
ca0.6458923512747876
tr0.5136186770428015
tl0.5107632093933464
fr0.4877049180327869
yo0.4802494802494803
lt0.45652173913043476
no0.4517543859649123
hu0.4444444444444444
sk0.4369369369369369
en0.4004796163069544
nl0.3796526054590571
ro0.3734335839598998
lv0.3438320209973753
da0.32249322493224936
sv0.3131868131868132
hr0.2877492877492877
cs0.2732558139534884
vi0.2668621700879765
et0.23547400611620795
pl0.23076923076923078
eu0.21875
de0.21135646687697163
az0.20127795527156547
ms0.20127795527156547
sq0.20127795527156547
reliabletrue
passestrue
3
name"Hunter"
dialogue"Not a word? Perfect. Just my luck."
detectedLang"en"
heavyLang"en"
scores
en0.798183652875883
tl0.591002044989775
ro0.5893223819301848
ca0.5859213250517599
sv0.5327102803738317
cs0.5215311004784688
tr0.5215311004784688
sk0.5192307692307693
nl0.51338199513382
pt0.5121951219512195
es0.5024875621890548
pl0.49622166246851385
it0.4936708860759494
fr0.48320413436692505
et0.4520547945205479
hu0.43820224719101125
da0.4152046783625731
sq0.4152046783625731
de0.4065281899109792
yo0.3730407523510972
hr0.358974358974359
sl0.3103448275862069
lt0.2907801418439716
is0.2727272727272727
az0.25925925925925924
eu0.25925925925925924
lv0.25925925925925924
no0.25925925925925924
vi0.25925925925925924
fi0.23954372623574144
ms0.23954372623574144
reliabletrue
passestrue
4
name"Maria"
dialogue"Pero vi algo... en el bosque, detrás del festival de manzanas. Una sombra grande... y después, nada. Tengo mucho miedo."
detectedLang"es"
heavyLang"es"
scores
es0.7909804915125411
ca0.6227709190672153
pt0.5749613601236476
it0.5494265428727472
fr0.5464540956569544
da0.5068738792588164
no0.5027124773960217
sv0.49756394640682094
tl0.4421906693711968
ro0.4406779661016949
nl0.43454420836189167
sl0.38109527381845465
hu0.36391673091750193
sk0.3519245875883739
ms0.3441971383147853
en0.3270799347471452
hr0.3119266055045872
lt0.25271739130434784
lv0.24931756141947223
eu0.23681776133209992
sq0.233983286908078
cs0.22969187675070027
is0.2282507015902713
pl0.22389463781749766
tr0.20135527589545013
vi0.1935483870967742
de0.19196865817825662
et0.1887905604719764
az0.17992047713717693
yo0.16328600405679514
fi0.15123456790123457
reliabletrue
passestrue
5
name"Hunter"
dialogue"The woods? Behind the apple festival? You saw someone? One of the missing?"
detectedLang"en"
heavyLang"en"
scores
en0.8052790999567286
tl0.6302382908792112
nl0.589041095890411
fr0.5243128964059197
ms0.5092693565976009
no0.504950495049505
es0.47856315179606024
da0.4730679156908665
de0.4558645707376058
sv0.4485294117647059
it0.43467336683417085
pt0.43324937027707805
hr0.3902439024390244
ca0.3818681318681319
cs0.3706293706293706
is0.3487698986975398
yo0.3283582089552239
sq0.3161094224924012
et0.293563579277865
sl0.293563579277865
az0.2890995260663507
pl0.25
eu0.23857868020304565
fi0.23857868020304565
lt0.21875
ro0.2077464788732394
sk0.2077464788732394
hu0.12959381044487428
lv0.12280701754385964
reliabletrue
passestrue
6
name"Maria"
dialogue"¡Sí! Mire mis fotos. Pero por favor... no quiero más problemas."
detectedLang"es"
heavyLang"es"
scores
es0.7993981945837513
pt0.6710526315789473
ca0.6226415094339622
sq0.5520716685330347
it0.5321637426900585
lv0.5145631067961165
nl0.5085995085995086
tl0.49302915082382764
en0.49044585987261147
fr0.4845360824742268
et0.4743758212877792
pl0.47368421052631576
lt0.47229551451187335
no0.4673768308921438
sl0.4557823129251701
hr0.43661971830985913
sk0.42363112391930835
ro0.4211287988422576
tr0.4152046783625731
de0.4020926756352765
da0.3993993993993994
sv0.3930197268588771
az0.3464052287581699
cs0.34210526315789475
hu0.3197278911564626
yo0.27007299270072993
ms0.15789473684210525
reliabletrue
passestrue
7
name"Hunter"
dialogue"These are dark... wait, is that a figure? I need these files. And your name."
detectedLang"en"
heavyLang"en"
scores
en0.8337895971842002
ro0.5521601685985247
tl0.5063879210220674
yo0.5
it0.4904076738609112
sq0.47400990099009904
hu0.4700748129675811
fr0.45652173913043476
ca0.452319587628866
nl0.4193989071038251
es0.4162087912087912
no0.40056417489421725
da0.39716312056737585
et0.38405797101449274
ms0.37315634218289084
hr0.371301775147929
cs0.3580060422960725
pl0.35213414634146345
is0.3511450381679389
de0.3348982785602504
lv0.33070866141732286
pt0.32965299684542587
sk0.32216905901116427
sv0.3210862619808307
tr0.256993006993007
lt0.25438596491228066
az0.23835125448028674
vi0.23835125448028674
sl0.17475728155339806
be0.1414141414141414
eu0.1414141414141414
fi0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
8
name"Maria"
dialogue"No puedo explicarme... no sé si debo confiar..."
detectedLang"es"
heavyLang"es"
scores
es0.7771474878444085
ca0.695796460176991
it0.6670702179176755
fr0.6268656716417911
pt0.6121297602256699
ro0.609375
en0.5877061469265367
tl0.5258620689655172
sk0.4376278118609407
nl0.4364754098360656
yo0.4318181818181818
sl0.3982494529540482
no0.394273127753304
lv0.3226600985221675
sq0.314214463840399
is0.30904522613065327
cs0.30203045685279184
hr0.26861702127659576
tr0.24242424242424243
da0.21875
pl0.21428571428571427
lt0.207492795389049
de0.20520231213872833
sv0.20520231213872833
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter... Yeah, I'm at the Main Street café—where? I'm en route."
detectedLang"en"
heavyLang"en"
scores
en0.7645673925838729
nl0.6666666666666666
fr0.6438112199465716
da0.5771670190274841
no0.5712754555198285
tl0.5438996579247435
sv0.47299077733860345
de0.441340782122905
sq0.4065281899109792
pt0.39668174962292607
ca0.34102141680395387
sl0.33993399339933994
is0.3254637436762226
tr0.29701230228471004
es0.2857142857142857
ms0.25512104283054005
it0.23954372623574144
ro0.2277992277992278
yo0.21104536489151873
sk0.17695473251028807
fi0.17355371900826447
eu0.15789473684210525
pl0.13606911447084233
cs0.12854030501089325
et0.12854030501089325
hr0.12854030501089325
lt0.12854030501089325
lv0.12854030501089325
reliabletrue
passestrue
10
name"Maria"
dialogue"¿Se va? ¿Estoy en peligro?"
detectedLang"es"
heavyLang"es"
scores
es0.8171368861024032
ca0.7311827956989247
fr0.6722846441947566
fi0.6187363834422658
ro0.5949074074074074
da0.5783132530120482
sv0.5721271393643031
no0.5501285347043702
sl0.5418848167539267
pt0.5406824146981627
it0.5257452574525745
nl0.4664634146341463
cs0.4372990353697749
is0.4336569579288026
hr0.4318181818181818
sq0.3902439024390244
tr0.38596491228070173
yo0.3794326241134752
tl0.358974358974359
et0.3055555555555556
ms0.3055555555555556
eu0.3
reliabletrue
passestrue
11
name"Hunter"
dialogue"Lock your doors. And keep that camera close."
detectedLang"en"
heavyLang"en"
scores
en0.7968980797636632
tl0.6518987341772152
nl0.4318181818181818
de0.3735763097949886
it0.3648960739030023
ro0.3648960739030023
zh0.358974358974359
ms0.3529411764705882
ca0.27055702917771884
es0.2647058823529412
yo0.2647058823529412
sv0.22969187675070027
fr0.21652421652421652
lt0.21652421652421652
reliabletrue
passestrue