Run: 2026-07-25-01KYCXMQXW47B1GDRWM45GFREY

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
4m 11s
Cost:
$0.009436
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
Setting: A quiet café in Alborn, MN, during the apple festival season. Maria sits alone, her camera in her trembling hands, reviewing images on the screen. Detective Hunter approaches her table, his posture rigid and direct. Maria: "(looking up with wide, frightened eyes, clutching her camera) ¿Es usted policía? No hablo inglés… pero anoche, cerca de los manzanos, vi algo horrible. Una sombra entre los árboles. Estoy muy asustada." Hunter: "I'm Detective Hunter. There's been disappearances around town—near the orchard. Did you see something? You speak… any English?" Maria: "(shaking her head vigorously, voice breaking) No… no entiendo. Pero mire—mire estas fotos. Es real. Alguien estaba allí gritando, y ahora no está. El bosque se siente… mal." Hunter: "(leaning in, confused but focused) Photos? Okay, show me. Is this near the festival grounds? You saw a person? A shadow?" Maria: "(turning the camera screen toward him with trembling fingers, pointing) Sí. Cerca del festival de manzanas. Escuché un grito de mujer. Después, silencio. Por favor, no me deje sola." Hunter: "(studying the dark images, brow furrowed) I don't understand your words, but I see the fear. Stay here. Don't leave this café." Maria: "(reaching out briefly, then pulling back) ¿Se va? No se vaya… hay algo que nos observa desde los árboles." Hunter: "(phone suddenly ringing; he answers, voice sharp) Hunter. Yeah, I'm at the Main Street café. Send the unit—I'm on my way. Keep it quiet." (to Maria, gesturing firmly) "Quédese. Stay." Maria: "(watching him back away, hugging her camera) No… espere. Las fotos… la verdad está aquí…" Hunter exits quickly into the autumn afternoon, leaving Maria alone with her camera and the weight of what she witnessed.
created_at"2026-07-25T15:17:33.259Z" 7/25/2026, 3:17:33 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency813
moderation_latency(null)
generation_time250582
tokens_prompt304
tokens_completion2620
native_tokens_prompt275
native_tokens_completion2275
native_tokens_completion_images(null)
native_tokens_reasoning2168
native_tokens_cached64
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)
usage0.00943563
router(null)
provider_responses
0
endpoint_id"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id"chatcmpl-RLN64rq4aKXAsmAHB7ldvtFM"
is_byokfalse
latency65
model_permaslug"thinkingmachines/inkling-20260715"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784992653-mFe6f2CYIagyosJtLwvV"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784992653-H03PSRvhHfU6ZSxJzezK"
upstream_id"chatcmpl-RLN64rq4aKXAsmAHB7ldvtFM"
total_cost0.00943563
cache_discount0.00005312
upstream_inference_cost0
provider_name"DeepInfra"
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"¿Es usted policía? No hablo inglés… pero anoche, cerca de los manzanos, vi algo horrible. Una sombra entre los árboles. Estoy muy asustada."
detectedLang"es"
heavyLang"es"
scores
es0.7761862130707252
ca0.6410624551328068
pt0.6069182389937107
it0.525841631104789
fr0.46438136047134443
en0.38763012859767293
ro0.38650306748466257
lv0.37421777221526903
no0.36427209154481877
tl0.3610223642172524
de0.3464052287581699
eu0.3234100135317997
et0.3174061433447099
da0.30747922437673125
sv0.29428369795342274
tr0.2917847025495751
hu0.2737835875090778
sk0.21752738654147105
ms0.20760697305863707
nl0.19289749798224373
hr0.1589571068124474
sl0.15254237288135594
lt0.15110356536502548
cs0.14456800684345592
pl0.14015477214101463
sq0.12663755458515283
az0.12126537785588754
vi0.09090909090909091
yo0.08592321755027423
fi0.07749077490774908
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm Detective Hunter. There's been disappearances around town—near the orchard. Did you see something? You speak… any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8137369033760187
tl0.546742209631728
fr0.4774657086871326
ca0.39531368102796677
pt0.3710691823899371
de0.34372436423297786
no0.33884297520661155
nl0.33829611248966085
ms0.32489451476793246
ro0.3237531699070161
es0.30131004366812225
it0.28762243989314334
da0.2831541218637993
sv0.2640294388224471
sq0.22330097087378642
et0.17525773195876287
cs0.15789473684210525
hr0.14802981895633652
sl0.13606911447084233
yo0.11797133406835722
lv0.08466819221967964
tr0.06868451688009314
reliabletrue
passestrue
2
name"Maria"
dialogue"No… no entiendo. Pero mire—mire estas fotos. Es real. Alguien estaba allí gritando, y ahora no está. El bosque se siente… mal."
detectedLang"es"
heavyLang"es"
scores
es0.813476334809979
pt0.693955623565417
ca0.648506151142355
fr0.5148574893875075
it0.46559786239144957
de0.39759036144578314
en0.3916349809885932
lv0.3735317149569303
ro0.3665874901029295
no0.36507936507936506
lt0.36254980079681276
sq0.3532740501212611
tl0.34587080948487325
sk0.33829611248966085
nl0.3220338983050847
et0.3079584775086505
hr0.27338782924613986
cs0.26605504587155965
sl0.2530345471521942
pl0.2300288739172281
tr0.22330097087378642
da0.22254616132167152
hu0.22103213242453748
sv0.21104536489151873
az0.2
fi0.19436052366565962
eu0.1927346115035318
yo0.11797133406835722
vi0.1091314031180401
ms0.08779931584948689
is0.07940161104718067
reliabletrue
passestrue
3
name"Hunter"
dialogue"Photos? Okay, show me. Is this near the festival grounds? You saw a person? A shadow?"
detectedLang"en"
heavyLang"en"
scores
en0.7838616714697406
tl0.6829710144927535
fr0.6153846153846154
nl0.6052631578947368
pt0.5796637309847879
no0.5337477797513321
ms0.5299910474485229
es0.527027027027027
sq0.5231607629427792
sv0.4897959183673469
ca0.4892996108949417
it0.48326771653543305
da0.4801980198019802
cs0.4648318042813456
hu0.45595854922279794
hr0.41471571906354515
sl0.4101123595505618
lt0.4067796610169492
de0.40273037542662116
yo0.39724454649827784
ro0.3937644341801385
et0.39236111111111116
sk0.3689903846153846
is0.3644067796610169
lv0.34701492537313433
az0.31994818652849744
pl0.3018617021276596
fi0.2768595041322314
tr0.21524663677130043
hi0.12790697674418602
eu0.11764705882352942
vi0.11764705882352942
reliabletrue
passestrue
4
name"Maria"
dialogue"Sí. Cerca del festival de manzanas. Escuché un grito de mujer. Después, silencio. Por favor, no me deje sola."
detectedLang"es"
heavyLang"es"
scores
es0.7744572878488863
ca0.6765062676910635
pt0.6638655462184874
it0.65019676432007
fr0.5294117647058824
ro0.4884910485933504
no0.4482758620689655
sq0.4281629735525375
en0.42775393419170243
tl0.4164843180160467
lv0.40828402366863903
sl0.3850883935434281
hr0.3798449612403101
nl0.37839937839937837
da0.3710691823899371
cs0.3485342019543974
ms0.34156378600823045
sv0.332220367278798
sk0.32603201347935973
lt0.3185689948892675
yo0.30313588850174217
tr0.23736892278360344
hu0.22103213242453748
et0.21337266470009833
pl0.2007992007992008
az0.18450560652395515
fi0.14712153518123666
de0.14621131270010673
eu0.08045977011494253
reliabletrue
passestrue
5
name"Hunter"
dialogue"I don't understand your words, but I see the fear. Stay here. Don't leave this café."
detectedLang"en"
heavyLang"en"
scores
en0.8081350729086721
nl0.5479204339963833
tl0.5378927911275416
no0.5178399228543876
da0.5088408644400786
sv0.46062567421790723
sq0.3842364532019704
de0.3646759847522236
fr0.3270524899057874
et0.31787175989085953
ca0.3006993006993007
pl0.28977272727272724
pt0.2857142857142857
yo0.2795389048991354
cs0.274310595065312
ro0.24698795180722888
sk0.24357034795764
ms0.2378048780487805
hr0.21752738654147105
is0.21507064364207218
it0.18699186991869918
be0.12280701754385964
tr0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
lt0.11190053285968028
lv0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
6
name"Maria"
dialogue"¿Se va? No se vaya… hay algo que nos observa desde los árboles."
detectedLang"es"
heavyLang"es"
scores
es0.8211890925346446
pt0.7262149212867899
ca0.708667152221413
fr0.6082272282076395
it0.4673768308921438
ro0.45054945054945056
en0.3939393939393939
no0.37791601866251945
hr0.36908517350157727
lv0.34102141680395387
sl0.33665008291873966
pl0.2673992673992674
vi0.26062846580406657
cs0.2537313432835821
ms0.2263056092843327
sq0.21875
yo0.21104536489151873
fi0.20318725099601595
da0.18699186991869918
sk0.18533604887983707
tr0.18032786885245902
sv0.17695473251028807
tl0.16666666666666666
de0.16317991631799164
nl0.16317991631799164
reliabletrue
passestrue
7
name"Hunter"
dialogue"Quédese. Stay."
detectedLang"fr"
heavyLang"en"
scores
fr0.5391705069124424
en0.5121951219512195
it0.5121951219512195
reliablefalse
passestrue
8
name"Maria"
dialogue"No… espere. Las fotos… la verdad está aquí…"
detectedLang"es"
heavyLang"es"
scores
es0.8128957973517559
ca0.7643219724437998
pt0.6928166351606805
it0.6268656716417911
no0.5584239130434783
ro0.5276162790697675
tl0.49139280125195617
lv0.4491525423728813
en0.4415807560137457
fr0.43082311733800355
tr0.4268077601410935
nl0.4247787610619469
sk0.4196428571428571
de0.3970315398886827
sq0.3902439024390244
yo0.3564356435643564
hr0.34077079107505076
cs0.32150313152400833
da0.3186582809224318
az0.3157894736842105
lt0.3055555555555556
pl0.2919389978213508
eu0.24242424242424243
vi0.20537897310513448
sl0.1709183673469388
et0.16237113402061853
sv0.15364583333333331
reliabletrue
passestrue