Run: 2026-09-01-01M1ENVKH16ZM8KA7KXVGBGS76

Run Details

Model:
Thinking Machines Inkling Small (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
36.4s
Cost:
$0.004801
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="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
In a quiet corner of an Alborn, MN café, Marie sits with her camera in her lap, reviewing landscape shots from the recent apple festival. Detective Hunter approaches, his no-nonsense demeanor at odds with the cozy setting. **Voice Sheet:** Marie: "Oh... mon Dieu... je ne peux pas croire ce qui se passe dans cette ville..." Hunter: "Excuse me. I'm Detective Hunter. I'm investigating some disappearances in Alborn. Did something happen at the apple festival? You look shaken." Marie: "Oui... après la fête des pommes... j'ai vu... un homme... il n'est pas bien... il était là où il ne devrait pas être..." Hunter: "Slow down. I don't speak French—none of it. You gotta say that in English, or point. Did you see something at the festival?" Marie: "Non... je ne parle pas anglais... je suis française... mais j'ai peur... il m'a vue... il est si près..." Hunter: "You saw someone? You think you're being followed? I'm a detective—I'm not here to hurt you. Show me your camera." Marie: "Oui... ma caméra... il est dans la photo... le visage... il est troublant... il me regarde..." Hunter: "You have a picture of the guy? Show me—right now." Marie: "Oui... attendez... il est là... il est trop proche maintenant... il faut partir d'ici..." Hunter: "I'm trying to understand, but I can't. You have to stay where I can see you—wait, is that a photo of one of the missing people?" Marie: "Oui... il manque... il disparaît... vous devez le savoir... il est dangereux..." Hunter: "I'm listening—I'm just... I don't get the words. Hold on—this is Hunter. ... What? ... I'm coming back to the station now." Hunter: "Sorry—I have to take this call and leave. I still don't know exactly what you said, but please stay safe." Marie: "Non! Attendez! Il est là!" Hunter: "I don't understand, but I'm going—look out!" Hunter answers his phone, gives terse instructions, and heads for the door, leaving Marie trembling with her camera as he disappears into the Alborn afternoon.
created_at"2026-09-01T14:27:03.848Z" 9/1/2026, 2:27:03 PM
model"thinkingmachines/inkling-small-20260730"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency177
moderation_latency(null)
generation_time36372
tokens_prompt303
tokens_completion4250
native_tokens_prompt274
native_tokens_completion3898
native_tokens_completion_images(null)
native_tokens_reasoning3743
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)
usage0.0048009
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272823-BZAbQZxlxnOvYMciUy92"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272823-EJsPeZ0A7tkJGb4dvz4I"
upstream_id"chatcmpl-RKDerL0sezJEiT4dCEglm2Vb"
provider_responses
0
endpoint_id"d1d9657b-3c3a-49b5-8f81-33204e7c71c3"
id"chatcmpl-RKDerL0sezJEiT4dCEglm2Vb"
is_byokfalse
latency73
model_permaslug"thinkingmachines/inkling-small-20260730"
provider_name"DeepInfra"
status200
total_cost0.0048009
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"Marie"
dialogue"Oh... mon Dieu... je ne peux pas croire ce qui se passe dans cette ville..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8253034203751379
da0.6153846153846154
it0.5998315080033698
ca0.5618081180811808
nl0.5437079731027858
no0.5338567222767419
sl0.47687224669603523
sq0.4698660714285714
hr0.4674887892376681
sv0.45899772209567197
de0.4571428571428572
fi0.4457409568261376
cs0.43452380952380953
ro0.43317422434367536
et0.40476190476190477
pt0.39258312020460356
yo0.36241610738255037
hu0.3572395128552098
en0.32142857142857145
lt0.2983751846381093
es0.29629629629629634
tr0.27035330261136714
tl0.24363057324840762
ms0.23878205128205127
sk0.23387096774193547
is0.2122719734660033
lv0.1782006920415225
pl0.1607773851590106
hi0.1410488245931284
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. I'm Detective Hunter. I'm investigating some disappearances in Alborn. Did something happen at the apple festival? You look shaken."
detectedLang"en"
heavyLang"en"
scores
en0.7811938958707361
tl0.6248557137360524
fr0.5731173380035026
nl0.5693462897526502
no0.5262390670553936
pt0.5208845208845209
it0.5180425111220959
es0.48845750262329485
sv0.48110697179350714
ro0.4743935309973046
de0.4616234124792932
da0.45712694877505566
ms0.45224719101123595
ca0.43247962747380675
sl0.411231884057971
sq0.39100562148657086
hr0.3261921216309606
cs0.3238557558945908
et0.2619227857683573
az0.24710424710424708
sk0.20796100731112918
lt0.20537897310513448
lv0.1751269035532995
fi0.1680887372013652
yo0.16666666666666666
hu0.14172535211267606
pl0.13101604278074866
is0.12398921832884095
tr0.05705996131528047
reliabletrue
passestrue
2
name"Marie"
dialogue"Oui... après la fête des pommes... j'ai vu... un homme... il n'est pas bien... il était là où il ne devrait pas être..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8409090909090909
ca0.5373430270984798
it0.4479495268138801
ro0.41569282136894825
es0.39603106125970666
sq0.3110236220472441
tr0.2985971943887776
yo0.29006085192697767
et0.2827868852459016
lv0.27835051546391754
vi0.25611052072263546
az0.2349726775956284
lt0.22394678492239467
da0.21171171171171171
no0.20182440136830104
fi0.19168591224018475
de0.16666666666666666
sl0.15458937198067632
hr0.13899138991389914
nl0.11504424778761062
is0.1116751269035533
sk0.1116751269035533
ms0.10714285714285714
tl0.10714285714285714
cs0.10485933503836317
hu0.10485933503836317
en0.10025706940874037
reliabletrue
passestrue
3
name"Hunter"
dialogue"Slow down. I don't speak French—none of it. You gotta say that in English, or point. Did you see something at the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.8083178438661709
tl0.6682750301568154
da0.49355432780847147
no0.47850821744627053
it0.47115384615384615
sv0.4169611307420495
nl0.4004360465116279
fr0.3951612903225807
ms0.3687834736036725
yo0.36342592592592593
sq0.3415802075019952
ro0.33841218925421007
hr0.3330638641875505
de0.31077694235588976
pt0.31077694235588976
cs0.3096234309623431
pl0.3067226890756302
es0.3032094594594595
et0.3008474576271187
ca0.29426860564585117
sl0.29245283018867924
az0.24311926605504589
hu0.22680412371134018
lv0.20443587270973965
sk0.18719211822660098
lt0.1863905325443787
fi0.175
is0.15557830092118732
be0.0782122905027933
tr0.0782122905027933
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
4
name"Marie"
dialogue"Non... je ne parle pas anglais... je suis française... mais j'ai peur... il m'a vue... il est si près..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8238872878642332
ca0.6227709190672153
it0.5842781557067271
sl0.5624502784407319
ro0.5382031905961376
sq0.5149911816578483
cs0.504950495049505
lt0.47368421052631576
sk0.466537342386033
hr0.4353182751540041
pt0.416135881104034
en0.40347071583514105
yo0.39956331877729256
nl0.39226519337016574
es0.3699885452462772
lv0.36416184971098264
tr0.3529411764705882
az0.31077694235588976
pl0.2930591259640103
de0.28664072632944226
hu0.28478543563068925
no0.2819843342036553
ms0.2724867724867725
tl0.2724867724867725
eu0.2329149232914923
et0.2040520984081042
da0.1863905325443787
sv0.1863905325443787
fi0.13793103448275862
is0.09688013136288999
reliabletrue
passestrue
5
name"Hunter"
dialogue"You saw someone? You think you're being followed? I'm a detective—I'm not here to hurt you. Show me your camera."
detectedLang"en"
heavyLang"en"
scores
en0.8103399831413318
tl0.5642349903163332
it0.47633824670287045
es0.4659810126582279
pt0.4503257328990228
ro0.4485294117647059
nl0.4201030927835051
fr0.4140625
no0.3874773139745916
ca0.38243366880146384
cs0.3795955882352941
sq0.3795955882352941
ms0.3703358208955224
sl0.3515850144092219
de0.30769230769230765
hr0.3041237113402062
sk0.27961579509071505
da0.27807486631016043
yo0.2749731471535983
pl0.26229508196721313
sv0.23900789177001125
lv0.2214532871972318
lt0.21602787456445993
is0.20400943396226415
et0.18967587034813926
hu0.18772563176895307
tr0.18674698795180722
fi0.16974169741697415
az0.09395973154362416
eu0.09395973154362416
vi0.09395973154362416
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui... ma caméra... il est dans la photo... le visage... il est troublant... il me regarde..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8106815464328417
it0.6100164203612479
ro0.5974576271186441
en0.5506149479659413
es0.5370370370370371
ca0.5287698412698413
tl0.4571428571428572
nl0.41066997518610426
yo0.3807040417209909
sq0.37989556135770236
no0.3708609271523179
sl0.370026525198939
et0.3632707774798928
hu0.27480916030534347
de0.2714723926380368
cs0.27035330261136714
lt0.26810477657935283
pt0.2647058823529412
sk0.26356589147286824
vi0.2543171114599686
ms0.23878205128205127
az0.19491525423728812
pl0.18384879725085912
sv0.18244406196213425
lv0.17962003454231434
da0.1739130434782609
tr0.15026833631484796
hi0.1394927536231884
fi0.13636363636363635
hr0.13479052823315119
reliabletrue
passestrue
7
name"Hunter"
dialogue"You have a picture of the guy? Show me—right now."
detectedLang"en"
heavyLang"en"
scores
en0.8379052369077307
tl0.7193436960276338
yo0.5982694684796045
fr0.5922208281053952
nl0.5757180156657963
no0.5660881174899867
da0.5330459770114943
sq0.531700288184438
pt0.48412698412698413
de0.47580645161290325
it0.4724025974025974
sl0.4425385934819897
es0.4186046511627907
ms0.40909090909090906
ro0.4003690036900369
cs0.3925233644859813
hr0.37858508604206503
is0.33537832310838445
et0.3271221532091097
hu0.32432432432432434
sv0.30257510729613735
fi0.29805615550755943
ca0.29501084598698485
sk0.2857142857142857
pl0.24418604651162787
lt0.20147420147420148
tr0.19154228855721395
az0.17721518987341772
eu0.17721518987341772
lv0.17721518987341772
vi0.17721518987341772
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui... attendez... il est là... il est trop proche maintenant... il faut partir d'ici..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8084291187739464
ca0.6021220159151194
it0.571836346336822
en0.5673076923076923
es0.5412844036697247
ro0.4915254237288135
tl0.4532199270959903
pt0.44581280788177335
de0.42233632862644416
lv0.40867279894875164
nl0.40554821664464996
no0.3902439024390244
lt0.3401759530791789
da0.337260677466863
sv0.3343195266272189
tr0.32432432432432434
et0.3150684931506849
az0.3023255813953488
vi0.25864909390444807
yo0.24623115577889448
cs0.23728813559322032
pl0.23728813559322032
hr0.23599320882852293
sq0.23599320882852293
sk0.21875
sl0.21875
fi0.16356877323420074
eu0.15094339622641512
is0.14448669201520914
ms0.1346153846153846
hu0.12280701754385964
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm trying to understand, but I can't. You have to stay where I can see you—wait, is that a photo of one of the missing people?"
detectedLang"en"
heavyLang"en"
scores
en0.8348956114188325
tl0.6169055857637173
da0.5584045584045585
no0.5353717026378897
nl0.5057397959183674
yo0.46844993141289437
cs0.4436468054558506
sv0.4305657604702424
fr0.41287878787878796
is0.41287878787878796
pl0.4065849923430322
de0.38880126182965297
hr0.36940602115541094
ca0.3530884808013356
sk0.3530884808013356
hu0.3272569444444444
sq0.31838170624450307
et0.31778169014084506
it0.2824074074074074
ro0.28107606679035246
az0.26190476190476186
lv0.2475728155339806
ms0.24463937621832363
lt0.24316406250000003
tr0.22422422422422422
sl0.21399594320486817
pt0.20918367346938777
fi0.15393013100436684
vi0.14647577092511013
es0.14553472987872104
hi0.0903755868544601
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
10
name"Marie"
dialogue"Oui... il manque... il disparaît... vous devez le savoir... il est dangereux..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8261758691206544
ro0.603544776119403
it0.5865758754863813
es0.4904076738609112
en0.44589308996088656
pt0.4064245810055866
ca0.3813682678311499
sl0.32
tl0.25569176882662
de0.2530755711775044
fi0.23835125448028674
yo0.22303473491773307
az0.21296296296296297
hu0.18738049713193117
nl0.18269230769230768
da0.17635658914728683
lt0.17153996101364524
tr0.1650294695481336
hr0.16338582677165356
no0.15
cs0.13967611336032387
sk0.13967611336032387
sq0.13967611336032387
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm listening—I'm just... I don't get the words. Hold on—this is Hunter. ... What? ... I'm coming back to the station now."
detectedLang"en"
heavyLang"en"
scores
en0.8220153340635269
tl0.6404867256637168
da0.6
nl0.5740498034076016
fr0.5669553630912725
no0.5646349631614199
sv0.5403111739745403
yo0.5120120120120121
ca0.4953416149068323
it0.43868739205526774
de0.436741767764298
hr0.42528735632183906
pl0.4222222222222222
sk0.42016057091882253
cs0.40202391904323825
is0.40092165898617516
sq0.38154138915318747
ro0.37319189971070393
et0.367704280155642
tr0.33605720122574056
sl0.3172268907563025
fi0.31216931216931215
lv0.27616926503340755
es0.2753623188405797
lt0.2713004484304933
hu0.2537313432835821
pt0.25287356321839083
ms0.2316784869976359
az0.16237113402061853
hi0.11444141689373298
zh0.10591471801925723
be0.09722222222222222
uk0.08835904628330996
vi0.08835904628330996
reliabletrue
passestrue
12
name"Hunter"
dialogue"Sorry—I have to take this call and leave. I still don't know exactly what you said, but please stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8284054910242873
tl0.5541838134430727
da0.4237588652482269
no0.344758064516129
yo0.3319630010277493
hr0.33127572016460904
cs0.3257261410788381
sv0.3033226152197213
it0.30257510729613735
ro0.2919389978213508
pl0.2864983534577387
lv0.2793791574279379
lt0.2647058823529412
sq0.24330616996507565
is0.24242424242424243
sk0.2388758782201405
sl0.23439340400471145
et0.21212121212121213
ca0.1751269035532995
pt0.13333333333333333
fr0.11924119241192413
es0.10714285714285714
be0.09722222222222222
tr0.09722222222222222
de0.09344490934449094
hu0.09344490934449094
nl0.09344490934449094
az0.08835904628330996
uk0.08835904628330996
vi0.08835904628330996
reliabletrue
passestrue
13
name"Marie"
dialogue"Non! Attendez! Il est là!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.815205913410771
it0.7418879056047197
en0.6111111111111112
ca0.5742092457420924
ro0.5218579234972678
es0.4912790697674419
vi0.4728915662650602
tr0.45987654320987653
no0.44620253164556967
az0.396551724137931
de0.33962264150943394
yo0.3346007604562738
eu0.3320610687022901
pt0.3269230769230769
da0.31906614785992216
nl0.308300395256917
tl0.3055555555555556
lv0.3027888446215139
et0.27083333333333337
sv0.27083333333333337
reliabletrue
passestrue
14
name"Hunter"
dialogue"I don't understand, but I'm going—look out!"
detectedLang"en"
heavyLang"en"
scores
en0.8235294117647058
no0.5956873315363882
da0.5945945945945946
sv0.5377503852080123
tl0.5184590690208668
pl0.40476190476190477
de0.39148073022312374
cs0.38650306748466257
nl0.3723849372384937
ro0.35344827586206895
sk0.3492407809110629
hr0.31662870159453305
ca0.3150684931506849
is0.3135011441647597
sq0.3087557603686636
it0.27710843373493976
fr0.22680412371134018
yo0.2248062015503876
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
lt0.17355371900826447
lv0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue