Run: 2026-09-01-01M1EPBF8N425JZ58V6RNT71E5

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
57.5s
Cost:
$0.003391
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
**Scene:** A small café in Alborn, MN. Maria sits at a corner table, her camera resting on her lap, fingers trembling slightly over the lens. Hunter, in a worn leather jacket, pulls out the chair opposite her. **Voice Sheet** Maria: "No entiendo inglés... ¿puede hablar más despacio? Estoy muy asustada. Solo quería fotografiar el paisaje, pero vi algo terrible." Hunter: "I'm Detective Hunter. I'm investigating some disappearances in Alborn. Did you see anything at the recent event—the one near the orchard?" Maria: "(shaking, clutching her camera) ¡No lo mencione! No debería hablar de esto. Tomé fotos en el bosque, cerca del río... algo extraño está allí. No es seguro." Hunter: "Wait—you're speaking Spanish, right? I don't understand. Can you say that again in English?" Maria: "No... no hablo inglés. Solo español. Estoy temblando. Mire esta foto de la plaza... había un hombre, pero no era él, era como una sombra. El evento... no fue solo el festival de manzanas." Hunter: "I'm confused. Your camera—can you show me? You think there's something in the photo?" Maria: "(holding up the camera, panicked) Sí... esta imagen del parque... no estaba antes. ¿Por qué me busca a mí? No soy nadie, solo una estudiante." Hunter: "Because people are missing, and you were there. I need you to tell me—what did you see?" Maria: "Vio... el hombre que se fue... no importa. Estoy muy nerviosa. Tenga cuidado con la cámara. Ella sabe la verdad." Hunter: "(phone rings) Hunter—yes? What's the situation? No—I'm on my way. Look, I'm sorry, I have to leave. Find someone who speaks Spanish, or write down the location. Please—this is important." Maria: "Adiós, detective. Tenga cuidado con las sombras del bosque." Hunter: "I'll find a translator. Stay safe." Maria: "No es seguro... adiós."
created_at"2026-09-01T14:35:43.776Z" 9/1/2026, 2:35:43 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1782
moderation_latency(null)
generation_time57146
tokens_prompt304
tokens_completion3089
native_tokens_prompt274
native_tokens_completion2798
native_tokens_completion_images(null)
native_tokens_reasoning2621
native_tokens_cached256
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)
usage0.0033913
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788273343-dgPBqs7h1YEFq9BsXxgV"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788273343-FqPN3xcSvvGlbOULsGUB"
upstream_id"chatcmpl-ROaZ6TdZ8R7f7YcKGN4TMfRK"
provider_responses
0
endpoint_id"d1d9657b-3c3a-49b5-8f81-33204e7c71c3"
id"chatcmpl-ROaZ6TdZ8R7f7YcKGN4TMfRK"
is_byokfalse
latency762
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"DeepInfra"
status200
total_cost0.0033913
cache_discount0.0000896
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 entiendo inglés... ¿puede hablar más despacio? Estoy muy asustada. Solo quería fotografiar el paisaje, pero vi algo terrible."
detectedLang"es"
heavyLang"es"
scores
es0.7925311203319502
ca0.5858260469397147
pt0.5768688293370945
et0.44649446494464945
it0.4437577255871446
en0.3644067796610169
fr0.35205183585313177
no0.3492407809110629
tl0.3171471927162367
hu0.3161094224924012
sv0.305019305019305
ro0.27942353883106485
da0.2641046606704824
tr0.24559932942162618
nl0.22813036020583194
de0.22680412371134018
pl0.2214532871972318
az0.22077922077922074
lv0.2194275802254987
hr0.20913884007029876
fi0.20212765957446807
sk0.19714540588760038
sq0.18552036199095023
sl0.13211186113789777
cs0.12959381044487428
lt0.12280701754385964
vi0.09999999999999999
is0.07881269191402251
yo0.07881269191402251
ms0.06152241918665276
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm Detective Hunter. I'm investigating some disappearances in Alborn. Did you see anything at the recent event—the one near the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.7956562354040169
tl0.6534653465346535
fr0.5799327892462794
nl0.5454545454545454
ro0.5303274288781535
pt0.5008556759840274
it0.4894982497082847
sv0.46515892420537897
ca0.46253071253071254
no0.46253071253071254
da0.4447969543147208
de0.4332901554404145
es0.3885394828791055
ms0.38249823570924485
sl0.34895833333333337
sq0.33862433862433866
cs0.3269230769230769
hr0.32484567901234573
et0.25468483816013626
sk0.24763542562338778
pl0.21524663677130043
az0.1875580315691736
yo0.1822429906542056
lt0.17763157894736845
lv0.14131501472031402
is0.1362290227048371
fi0.06316916488222697
tr0.06316916488222697
reliabletrue
passestrue
2
name"Maria"
dialogue"¡No lo mencione! No debería hablar de esto. Tomé fotos en el bosque, cerca del río... algo extraño está allí. No es seguro."
detectedLang"es"
heavyLang"es"
scores
es0.8064159292035398
ca0.692009855684618
pt0.6388774246801485
it0.5184369840396258
fr0.4332901554404145
ro0.3961352657004831
nl0.3736578382247674
no0.36594202898550726
sv0.3654822335025381
lv0.3445692883895131
da0.32795698924731176
de0.32484567901234573
sl0.3217054263565891
sk0.308300395256917
tr0.29492344883158744
hu0.2702251876563803
en0.2677824267782427
sq0.26716917922948075
cs0.2622259696458685
yo0.26035502958579887
az0.22566371681415928
tl0.22153024911032027
eu0.21665174574753807
lt0.2110009017132552
pl0.20670897552130554
ms0.19724770642201836
is0.19429097605893186
hr0.1610738255033557
vi0.09420289855072464
fi0.08759124087591241
et0.06716417910447761
reliabletrue
passestrue
3
name"Hunter"
dialogue"Wait—you're speaking Spanish, right? I don't understand. Can you say that again in English?"
detectedLang"en"
heavyLang"en"
scores
en0.8217341699942954
tl0.6230398069963813
no0.5500359971202303
nl0.5339299030574198
sv0.5207055214723927
da0.5124804992199689
de0.5105716523101018
ro0.4228993536472761
pl0.3154435925520263
cs0.29932735426008966
it0.29537767756482525
yo0.28489702517162474
ms0.2724097788125727
az0.2638398115429918
ca0.25595238095238093
sq0.2550655542312277
hr0.25239234449760767
is0.24969987995198079
sk0.20483460559796438
sl0.19768934531450577
lt0.1935483870967742
tr0.19041450777202074
fr0.1883116883116883
hu0.18086500655307994
pt0.10201149425287356
be0.10071942446043164
et0.09156976744186046
lv0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
4
name"Maria"
dialogue"No... no hablo inglés. Solo español. Estoy temblando. Mire esta foto de la plaza... había un hombre, pero no era él, era como una sombra. El evento... no fue solo el festival de manzanas."
detectedLang"es"
heavyLang"es"
scores
es0.8030053142752428
it0.629565816678153
ca0.6217452498240675
pt0.6167557932263814
tl0.5086837294332724
ro0.49100378787878785
fr0.46650124069478904
lv0.3713450292397661
no0.36876100998238404
en0.32601880877742945
ms0.3209096651926721
nl0.3122200895713372
sk0.3122200895713372
hr0.3028534370946822
da0.2927631578947369
eu0.26970108695652173
hu0.26721199727334694
sq0.25913163335630596
sl0.2471988795518207
cs0.24028268551236748
et0.2375886524822695
lt0.2282842785355348
sv0.21875
yo0.21360643745427946
de0.2001488095238095
tr0.19716206123973115
pl0.15752351097178685
az0.14410828025477707
vi0.0724762726488352
fi0.05536028119507908
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm confused. Your camera—can you show me? You think there's something in the photo?"
detectedLang"en"
heavyLang"en"
scores
en0.8109965635738833
tl0.5877061469265367
nl0.5409015025041736
fr0.4958753437213565
it0.4731800766283525
ms0.458128078817734
ro0.4234800838574424
es0.41050375133976424
pt0.3895671476137625
de0.3670886075949367
ca0.3365500603136309
sv0.3268053855569155
et0.30904522613065327
sl0.3055555555555556
sq0.2912371134020619
yo0.26174496644295303
no0.25271739130434784
cs0.23184357541899442
az0.22644163150492264
pl0.13249211356466878
da0.12420382165605094
hi0.12280701754385964
tr0.12280701754385964
fi0.12
reliabletrue
passestrue
6
name"Maria"
dialogue"Sí... esta imagen del parque... no estaba antes. ¿Por qué me busca a mí? No soy nadie, solo una estudiante."
detectedLang"es"
heavyLang"es"
scores
es0.8251748251748252
pt0.7227926078028748
ca0.6618236472945892
it0.578914535246413
fr0.534803583735355
no0.471830985915493
tl0.460431654676259
en0.42845046570702794
ro0.4186046511627907
sq0.3951612903225807
de0.38016528925619836
yo0.3644067796610169
da0.3515850144092219
sv0.29906542056074764
sl0.2902208201892744
nl0.2879746835443038
ms0.26229508196721313
sk0.24665178571428573
hr0.2398648648648649
lv0.22945205479452058
eu0.21328671328671328
pl0.21052631578947367
tr0.19642857142857142
et0.18967587034813926
hu0.18772563176895307
az0.17982989064398544
fi0.16974169741697415
cs0.16356877323420074
lt0.1083223249669749
is0.09999999999999999
vi0.09395973154362416
reliabletrue
passestrue
7
name"Hunter"
dialogue"Because people are missing, and you were there. I need you to tell me—what did you see?"
detectedLang"en"
heavyLang"en"
scores
en0.8440910508263174
tl0.5251661918328585
et0.5155038759689923
no0.5024875621890548
da0.4331065759637188
sq0.4186046511627907
ro0.4033412887828162
de0.4026284348864994
yo0.3924665856622114
cs0.3857493857493857
pl0.3429697766097241
it0.34210526315789475
nl0.34210526315789475
hr0.33774834437086093
fr0.3333333333333333
sv0.31880108991825606
is0.3006993006993007
ca0.29577464788732394
sl0.29478138222849076
sk0.28977272727272724
ms0.2795389048991354
lv0.27007299270072993
lt0.25037481259370314
fi0.23430321592649314
pt0.23430321592649314
az0.20382165605095542
es0.16943521594684383
be0.12280701754385964
tr0.12280701754385964
hu0.11816578483245149
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
8
name"Maria"
dialogue"Vio... el hombre que se fue... no importa. Estoy muy nerviosa. Tenga cuidado con la cámara. Ella sabe la verdad."
detectedLang"es"
heavyLang"es"
scores
es0.815595363540569
ca0.6631376323387872
pt0.6484178804620793
it0.5892018779342723
fr0.47328818660647104
ro0.4712990936555891
tl0.4176372712146422
no0.41666666666666663
sq0.40119760479041916
da0.32038834951456313
tr0.3110236220472441
sv0.30417495029821073
hr0.3006993006993007
lv0.23830250272034822
vi0.2349726775956284
hu0.22394678492239467
yo0.221357063403782
en0.21962095875139354
az0.18414918414918416
cs0.16267942583732056
sl0.15865384615384615
is0.13580246913580246
nl0.1315136476426799
fi0.12718204488778054
ms0.12718204488778054
sk0.11504424778761062
de0.10256410256410256
et0.0990990990990991
pl0.0967741935483871
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter—yes? What's the situation? No—I'm on my way. Look, I'm sorry, I have to leave. Find someone who speaks Spanish, or write down the location. Please—this is important."
detectedLang"en"
heavyLang"en"
scores
en0.821606372386326
tl0.5975290153500562
fr0.5378331900257953
da0.5315904139433552
ro0.47122479094933595
ca0.45652173913043476
no0.45068983137455293
nl0.43717277486910994
sv0.42266380236305046
it0.42235357334766255
pt0.4116037219485495
yo0.3933408577878104
sk0.3612596553773025
es0.3488794669897032
sq0.3372379778051788
de0.33063511830635123
pl0.32262129804662887
hr0.320480404551201
cs0.3014944769330734
et0.29415627051871307
lv0.26671214188267395
lt0.25964187327823696
tr0.25450762829403606
sl0.22438672438672438
hu0.21360643745427946
fi0.17750573833205815
ms0.15420928402832415
is0.12601626016260162
hi0.0724762726488352
zh0.06684027777777778
be0.061135371179039305
az0.05536028119507908
uk0.05536028119507908
vi0.05536028119507908
reliabletrue
passestrue
10
name"Maria"
dialogue"Adiós, detective. Tenga cuidado con las sombras del bosque."
detectedLang"es"
heavyLang"es"
scores
es0.7450605481198216
it0.5807127882599581
pt0.5685005393743258
ca0.5628415300546448
fr0.4528043775649795
tl0.43342776203966005
en0.4318181818181818
no0.3930197268588771
ro0.38650306748466257
hu0.3442622950819672
da0.3162393162393162
sv0.29577464788732394
sl0.2920353982300885
vi0.24670433145009416
is0.21568627450980393
ms0.20318725099601595
sq0.18864097363083165
de0.17355371900826447
nl0.17012448132780084
cs0.15254237288135594
hr0.14346895074946467
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll find a translator. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.782608695652174
ro0.6
da0.5967741935483871
pt0.5841995841995842
pl0.5475113122171946
hr0.5412844036697247
sq0.522673031026253
ca0.51338199513382
sl0.5121951219512195
es0.511002444987775
tl0.5024875621890548
de0.5012468827930174
nl0.5
fr0.49622166246851385
no0.49238578680203043
sk0.4910941475826972
cs0.4884910485933504
it0.4845360824742268
et0.47780678851174935
ms0.47780678851174935
sv0.47780678851174935
vi0.441340782122905
hu0.43820224719101125
lt0.4269340974212034
tr0.4117647058823529
eu0.4065281899109792
lv0.4065281899109792
az0.39209726443769
yo0.3730407523510972
is0.2727272727272727
fi0.23954372623574144
reliabletrue
passestrue
12
name"Maria"
dialogue"No es seguro... adiós."
detectedLang"ca"
heavyLang"es"
scores
ca0.7685185185185185
es0.7637795275590551
pt0.698189134808853
lv0.6259351620947631
hu0.6103896103896105
it0.5454545454545454
tl0.5370370370370371
de0.48805460750853247
en0.4094488188976378
hr0.402390438247012
eu0.39271255060728744
no0.39271255060728744
lt0.3775933609958506
sk0.3775933609958506
tr0.3697478991596639
pl0.3333333333333333
reliabletrue
passestrue