Run: 2026-09-01-01M1EM12SDFMQV5HQ3GK78CJ81

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
43.1s
Cost:
$0.004791
Provider:
Together

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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
The Alborn Corner Café smelled of stale coffee and leftover apple-cider donuts from the festival that had ended the day before. Marie sat at a worn wooden table, her vintage camera resting in her lap, her eyes distant as she stared past the glass doors. Hunter approached with his usual no-nonsense stride, his eyes scanning the room as he stopped at her table, ignoring the nervous glances of other locals. **Voice Sheet** Marie: "Je... je ne comprends pas. Je ne parle pas anglais. Je suis ici pour étudier, et je suis toujours avec mon appareil photo. Mais aujourd'hui, tout est sombre." Hunter: "I'm Detective Hunter. I'm investigating the disappearances in Alborn. Did you see anything unusual lately? You look like you've been taking pictures." Marie: "Oui, j'ai un appareil. Je prends toujours des photos des paysages, mais aujourd'hui il n'y a que du noir. Je suis très troublée, monsieur. Il y a un silence trop lourd dans cette ville." Hunter: "Slow down—I don't talk French. What? You don't understand me? I'm asking if you've seen anyone missing, anyone acting strange. Did you notice anything near the apple festival?" Marie: "Festival... oui, les pommes. Mais je ne veux pas en parler. Je ne connais personne vraiment ici. Je suis seule, et j'ai peur. Tout le monde semble partir." Hunter: "Fear won't find anyone. Did you see anyone leave town suddenly? Talk to anyone suspicious?" Marie: "Partir? Oui... peut-être. Je ne sais pas vos mots, mais il y a quelque chose qui est cassé. Je préfère regarder mon appareil. Je ne veux pas rester plus longtemps." Hunter: "I'm not asking for poetry. I'm a detective. You need to find someone who speaks English—this town is too small to lose more people." Marie: "Au revoir. Je suis désolée... même si vous ne comprenez pas." Hunter: (Phone rings sharply; he answers) "Yeah? ... No, I'm leaving now." (Hangs up) "I have to go. If you see anything, use that camera, okay? Don't wander off alone." Marie: "Beau... soyez prudent. Et... merci."
created_at"2026-09-01T13:55:06.165Z" 9/1/2026, 1:55:06 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency537
moderation_latency(null)
generation_time42993
tokens_prompt303
tokens_completion4337
native_tokens_prompt275
native_tokens_completion3878
native_tokens_completion_images(null)
native_tokens_reasoning3411
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)
usage0.0047911
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788270906-g5oCxKYY0Aa2glZF29xN"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788270906-21gEitdqSszH4YzAzw6o"
upstream_id"11049adb-aws_ue1"
provider_responses
0
endpoint_id"faa5ad38-86c9-427e-b1cb-99c43bc4827b"
is_byokfalse
latency41
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"BaseTen"
status429
1
endpoint_id"0ed263b7-f746-4eb6-a14c-54f2e1cc2269"
id"11049adb-aws_ue1"
is_byokfalse
latency530
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"Together"
status200
total_cost0.0047911
cache_discount(null)
upstream_inference_cost0
provider_name"Together"
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"Marie"
dialogue"Je... je ne comprends pas. Je ne parle pas anglais. Je suis ici pour étudier, et je suis toujours avec mon appareil photo. Mais aujourd'hui, tout est sombre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8168870803662258
en0.44168734491315137
ca0.441340782122905
it0.42122186495176844
sl0.366643209007741
lt0.3612491128459901
es0.3435448577680525
cs0.3382352941176471
ro0.3357933579335794
nl0.33234421364985167
sq0.29851909586905695
da0.29522317932654657
pt0.2834394904458599
hr0.27826784282277467
tl0.2724333063864187
sk0.24114671163575044
no0.2314261315115286
lv0.2214532871972318
de0.19642857142857142
et0.19642857142857142
yo0.1533396048918156
pl0.14933837429111532
hi0.14691943127962084
tr0.1452991452991453
hu0.1420400381315539
ms0.14040114613180515
sv0.13127413127413126
fi0.08906882591093118
az0.07216494845360825
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm Detective Hunter. I'm investigating the disappearances in Alborn. Did you see anything unusual lately? You look like you've been taking pictures."
detectedLang"en"
heavyLang"en"
scores
en0.7917111728263192
tl0.5910234899328859
fr0.5379146919431279
nl0.5075757575757576
ro0.48385389094759135
pt0.46310572687224666
de0.4357638888888889
no0.43082311733800355
ca0.420332936979786
it0.4133574007220217
sv0.4062119366626066
ms0.38833124215809284
et0.3701550387596899
sq0.34738955823293177
es0.3358310626702997
sl0.3285123966942149
da0.3119266055045872
sk0.22741679873217116
cs0.22310756972111553
hr0.2174959871589085
pl0.21434327155519742
lv0.18885191347753744
fi0.1820469798657718
is0.17652027027027026
az0.17162276975361088
yo0.16666666666666666
tr0.12946428571428573
lt0.11444141689373298
hi0.07231208372978117
reliabletrue
passestrue
2
name"Marie"
dialogue"Oui, j'ai un appareil. Je prends toujours des photos des paysages, mais aujourd'hui il n'y a que du noir. Je suis très troublée, monsieur. Il y a un silence trop lourd dans cette ville."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8219994187736123
ca0.4859420898027696
en0.4523915958873491
es0.4375573921028467
pt0.4216241737488196
it0.41694431223227035
de0.41077441077441074
da0.3899402390438247
nl0.34491978609625673
no0.31141090500281055
tl0.27428909952606634
ro0.2725653206650831
yo0.27083333333333337
sl0.2593712212817413
sv0.2566747572815534
tr0.23723536737235368
lv0.234375
cs0.22858942065491183
hr0.22858942065491183
sk0.22468354430379747
hu0.21625079974408187
pl0.19724770642201836
vi0.1789544235924933
lt0.17397167902899527
fi0.17229729729729729
et0.15575465196416266
eu0.14752957550452334
sq0.14634146341463414
az0.13120567375886524
is0.10124724871606751
hi0.059139784946236555
ms0.04891304347826087
reliabletrue
passestrue
3
name"Hunter"
dialogue"Slow down—I don't talk French. What? You don't understand me? I'm asking if you've seen anyone missing, anyone acting strange. Did you notice anything near the apple festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7951619196254389
tl0.5952197378565921
no0.5450606585788562
nl0.5428820200261211
fr0.5035460992907801
da0.4976076555023924
sv0.4971264367816092
it0.44939695857367595
de0.43790149892933616
pt0.41373534338358464
es0.4067796610169492
ms0.3941142527409118
sq0.3819894055326663
ro0.373134328358209
cs0.37163375224416517
hr0.3558282208588957
ca0.32778489116517284
is0.3234536082474227
sk0.29577464788732394
et0.2778541953232462
sl0.25690021231422505
pl0.24731182795698922
lv0.23076923076923078
az0.22509225092250923
lt0.19601837672281774
fi0.17061611374407584
yo0.15594855305466235
hu0.11317567567567569
tr0.10941475826972011
be0.0625
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
4
name"Marie"
dialogue"Festival... oui, les pommes. Mais je ne veux pas en parler. Je ne connais personne vraiment ici. Je suis seule, et j'ai peur. Tout le monde semble partir."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8173076923076923
ca0.6153846153846154
it0.5679854479308777
nl0.5175215845606908
es0.5153061224489796
pt0.5115681233933161
no0.48676391139924363
en0.47830862163646354
da0.46868008948545864
ro0.46539110861001687
sl0.46022727272727276
hr0.4368701837581506
sq0.4290865384615385
lt0.42284325637910086
cs0.4114002478314746
sv0.3964421855146125
hu0.39451880178457616
ms0.37989556135770236
et0.37745740498034075
de0.35418082936777706
sk0.3528610354223433
tr0.3524199045671438
tl0.33890048712595683
lv0.33098591549295775
az0.3300423131170663
pl0.30504754937820044
yo0.2999263080324245
is0.223221586263287
eu0.205685618729097
fi0.19831223628691985
zh0.07407407407407407
reliabletrue
passestrue
5
name"Hunter"
dialogue"Fear won't find anyone. Did you see anyone leave town suddenly? Talk to anyone suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.7871434653043848
tl0.5327102803738317
cs0.29478138222849076
da0.28977272727272724
et0.2537313432835821
yo0.21507064364207218
pl0.2125984251968504
sk0.20886075949367086
lv0.19614147909967844
sl0.19484702093397743
hr0.1883116883116883
no0.17898193760262726
lt0.17218543046357618
hu0.14965986394557826
pt0.14965986394557826
ro0.14965986394557826
ca0.12587412587412586
es0.12587412587412586
fr0.12587412587412586
ms0.12587412587412586
reliabletrue
passestrue
6
name"Marie"
dialogue"Partir? Oui... peut-être. Je ne sais pas vos mots, mais il y a quelque chose qui est cassé. Je préfère regarder mon appareil. Je ne veux pas rester plus longtemps."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8190005297545471
it0.5232558139534884
ca0.5009737098344693
en0.48074974670719356
pt0.4719216898505924
nl0.46558915537017725
ro0.4426318651441
es0.4286510590858417
sl0.362958359229335
hr0.36176836861768363
lt0.3442098528470889
da0.34041184041184036
sq0.32786885245901637
cs0.32208994708994715
hu0.3116185359301545
sv0.30929919137466305
de0.3031951053704963
tr0.3022464261402315
pl0.29938482570061514
tl0.2921270718232044
sk0.2847173761339846
no0.2683797287651677
yo0.24963396778916547
ms0.24853372434017595
az0.24017790956263896
lv0.2287434161023326
et0.2078825347758887
vi0.14082145850796313
fi0.1284013605442177
is0.1284013605442177
eu0.1276595744680851
hi0.07071622846781504
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm not asking for poetry. I'm a detective. You need to find someone who speaks English—this town is too small to lose more people."
detectedLang"en"
heavyLang"en"
scores
en0.8249069818340994
tl0.5680345572354212
no0.4612794612794613
da0.4248741912293314
pt0.4052044609665427
ro0.3665874901029295
hr0.357429718875502
cs0.34047815333882936
nl0.34047815333882936
es0.3265993265993266
fr0.32260795935647757
yo0.3197278911564626
sl0.313893653516295
et0.2988606485539001
ca0.2831541218637993
hu0.27927927927927926
de0.2747053490480508
it0.27140255009107467
sv0.25442684063373716
sq0.2523364485981308
sk0.24670433145009416
pl0.23076923076923078
is0.22928709055876687
lv0.1935483870967742
lt0.18864097363083165
tr0.16230366492146597
ms0.1443850267379679
az0.08045977011494253
eu0.08045977011494253
vi0.08045977011494253
fi0.07300115874855156
reliabletrue
passestrue
8
name"Marie"
dialogue"Au revoir. Je suis désolée... même si vous ne comprenez pas."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8247422680412372
ro0.5861733203505356
ca0.5577523413111343
sl0.5288248337028825
sq0.5023419203747073
it0.4982290436835891
cs0.49284009546539376
es0.4700748129675811
nl0.46741854636591484
lt0.4585987261146497
hr0.4509043927648579
sk0.4393139841688654
yo0.4022503516174402
tl0.3511450381679389
en0.3089430894308943
pt0.3055555555555556
no0.256993006993007
eu0.24911660777385158
lv0.19507575757575757
tr0.18111753371868977
pl0.17635658914728683
fi0.17153996101364524
ms0.1650294695481336
hu0.16173570019723865
de0.15841584158415842
da0.1326530612244898
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to go. If you see anything, use that camera, okay? Don't wander off alone."
detectedLang"en"
heavyLang"en"
scores
en0.8106060606060606
tl0.5804729214340199
da0.4796594134342479
pl0.44779116465863456
sv0.4427558257345492
yo0.40411700975081255
no0.39759036144578314
it0.39560439560439564
cs0.36342592592592593
ca0.35672514619883045
nl0.3460166468489893
de0.3309002433090025
hr0.3167701863354037
ro0.31077694235588976
sq0.298469387755102
et0.29757343550446996
fr0.29032258064516125
sk0.27055702917771884
lv0.25170068027210885
es0.24760601915184677
lt0.2329149232914923
ms0.21428571428571427
tr0.19708029197080293
sl0.18032786885245902
pt0.13385826771653545
be0.11290322580645161
hu0.1085899513776337
az0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
10
name"Marie"
dialogue"Beau... soyez prudent. Et... merci."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7572815533980582
ca0.5555555555555556
et0.531615925058548
da0.5121951219512195
no0.5024875621890548
it0.4594594594594595
pl0.43977591036414565
en0.4269340974212034
cs0.4186046511627907
tl0.41002949852507375
de0.39759036144578314
es0.30313588850174217
pt0.30313588850174217
az0.2727272727272727
nl0.25925925925925924
ro0.25925925925925924
sk0.25925925925925924
ms0.25650557620817843
sl0.25650557620817843
tr0.25650557620817843
sv0.23954372623574144
hu0.2277992277992278
sq0.2277992277992278
reliabletrue
passestrue