Run: 2026-07-25-01KYCSDHFN6F4XS965VX2DN75Q

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
15.6s
Cost:
$0.010193
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Melanie: "(sitting at a corner table, staring intently at her camera screen, voice trembling) Ich... ich habe etwas Schreckliches gesehen. Im alten Apfelgarten..." Hunter: "Excuse me—Miss? I'm Detective Hunter with Alborn PD. You been around town long?" Melanie: "(looks up, eyes wide and frightened, shaking her head) Ich verstehe nicht! Bitte... ich spreche nur Deutsch!" Hunter: "(frowns, lowering into the chair across from her) Of course you don't. Perfect." Melanie: "(clutching her camera to her chest, speaking quickly and shaken) Ein Mann war dort! Und dann—nichts! Verschwunden! Ich habe Angst!" Hunter: "(leaning forward, confused but trying to follow her gestures) Okay, slow down. You're saying you saw a man? At the orchard? Then he was gone?" Melanie: "(nods frantically, scrolling through photos with shaking hands) Ja! Sehen Sie! Die Fotos! Er war da, und dann..." Hunter: "(glancing at the images, brow furrowed) I don't understand a word, but you definitely saw something. You're shaking." Melanie: "(grabbing his wrist, pleading in German) Bitte, helfen Sie mir! Es ist hier nicht sicher! Die anderen... auch weg!" Hunter: "(pulling out a notepad, writing slowly) Others? More people gone? Is that what you're saying?" Melanie: "(tears welling, still holding his gaze) Ja... ja, bitte!" Hunter: "(sighs, pocketing the pad) I need you to stay put. Maybe we can find a translator—" Melanie: "(interrupted by his phone ringing; she pulls back, hugging her camera)" Hunter: "(answering sharply) Hunter here. ...What? Where near the festival grounds? ...I'm on my way right now." (stands, sliding his phone away) "I have to go. Third disappearance in a week." Melanie: "(looking up, hopeful and terrified) Sie... Sie gehen jetzt?" Hunter: "(nodding, pointing firmly at her, then at her camera) Don't leave Alborn. And keep those pictures safe. Understand? Stay."
created_at"2026-07-25T14:03:42.979Z" 7/25/2026, 2:03:42 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency260
moderation_latency(null)
generation_time14878
tokens_prompt306
tokens_completion2757
native_tokens_prompt279
native_tokens_completion2448
native_tokens_completion_images(null)
native_tokens_reasoning1977
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)
usage0.0101934
router(null)
provider_responses
0
endpoint_id"ba2df08c-c0a0-4e0e-9f31-d79a9c475b70"
id"chatcmpl-7d5997708df54d84a9b3feb347164719"
is_byokfalse
latency260
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-1784988222-zWCj2P4sU459wirxmito"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784988222-c9d58vRdpHcPHviBI4Gw"
upstream_id"chatcmpl-7d5997708df54d84a9b3feb347164719"
total_cost0.0101934
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"Melanie"
dialogue"Ich... ich habe etwas Schreckliches gesehen. Im alten Apfelgarten..."
detectedLang"de"
heavyLang"de"
scores
de0.8125275694750771
nl0.45161290322580644
no0.42333785617367703
eu0.4225543478260869
sv0.41135734072022156
pl0.40807799442896936
sk0.4014084507042254
fr0.35993975903614456
da0.3431221020092735
es0.32539682539682535
fi0.288107202680067
en0.2735042735042735
ca0.23835125448028674
it0.23423423423423423
tr0.2328519855595668
hr0.1935483870967742
tl0.15169660678642716
pt0.1361788617886179
ms0.121900826446281
ro0.121900826446281
sl0.121900826446281
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me—Miss? I'm Detective Hunter with Alborn PD. You been around town long?"
detectedLang"en"
heavyLang"en"
scores
en0.7753818508535489
tl0.5748299319727891
fr0.4703389830508474
it0.46120689655172414
ro0.451152579582876
pt0.3909866017052376
sq0.375
es0.358974358974359
no0.33244325767690247
ca0.3234100135317997
nl0.31412894375857336
ms0.3065187239944522
sl0.299719887955182
de0.25595238095238093
da0.2492492492492493
cs0.23076923076923078
sv0.21507064364207218
vi0.1652754590984975
et0.15966386554621848
fi0.13043478260869565
hr0.11816578483245149
tr0.10554561717352416
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe nicht! Bitte... ich spreche nur Deutsch!"
detectedLang"de"
heavyLang"de"
scores
de0.8273113708820404
nl0.5473537604456825
it0.3992606284658041
no0.3981481481481482
sk0.3725868725868726
lt0.3394308943089431
ro0.33537832310838445
ca0.3285123966942149
da0.30703624733475476
is0.29501084598698485
en0.28884026258205686
pl0.26136363636363635
et0.25799086757990863
sl0.25287356321839083
cs0.23529411764705882
ms0.23529411764705882
hr0.19154228855721395
hu0.181360201511335
es0.16237113402061853
fr0.16237113402061853
pt0.16237113402061853
az0.15364583333333331
sq0.15364583333333331
sv0.15364583333333331
reliabletrue
passestrue
3
name"Hunter"
dialogue"Of course you don't. Perfect."
detectedLang"en"
heavyLang"en"
scores
en0.8219056099732859
tl0.6789727126805778
fr0.5735607675906184
nl0.5717344753747323
ro0.5391705069124424
sq0.4550408719346049
de0.43342776203966005
yo0.3610223642172524
no0.3197278911564626
is0.3079584775086505
cs0.2805755395683453
ca0.25925925925925924
da0.25925925925925924
es0.25925925925925924
it0.25925925925925924
pt0.25925925925925924
sv0.23954372623574144
tr0.23954372623574144
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ein Mann war dort! Und dann—nichts! Verschwunden! Ich habe Angst!"
detectedLang"de"
heavyLang"de"
scores
de0.8347790169351508
nl0.5609220636663008
no0.5381062355658198
is0.36808846761453395
da0.3333333333333333
en0.313893653516295
hu0.3055555555555556
sv0.28698752228163993
es0.26335174953959484
sq0.25788497217068646
sk0.2366412213740458
tr0.23224568138195778
pl0.22330097087378642
cs0.2
lt0.16142557651991615
it0.15254237288135594
fr0.13606911447084233
pt0.13606911447084233
az0.12854030501089325
ca0.12854030501089325
ro0.12854030501089325
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, slow down. You're saying you saw a man? At the orchard? Then he was gone?"
detectedLang"en"
heavyLang"en"
scores
en0.8057259713701432
tl0.6535375638220277
no0.5067497403946002
nl0.49360341151385934
da0.488697524219591
yo0.4662921348314607
de0.4424882629107981
fr0.36241610738255037
sv0.3606998654104979
ms0.3365921787709497
ca0.3233618233618234
es0.31259044862518093
cs0.3065693430656934
lv0.2725880551301685
tr0.2714723926380368
lt0.27035330261136714
hu0.24722662440570525
fi0.2448330683624801
sq0.24000000000000002
pt0.22764227642276424
ro0.2263843648208469
sk0.21487603305785125
it0.20833333333333331
hr0.1908006814310051
pl0.1810344827586207
sl0.1592920353982301
is0.13636363636363635
az0.12844036697247707
eu0.12844036697247707
vi0.12844036697247707
et0.1171003717472119
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ja! Sehen Sie! Die Fotos! Er war da, und dann..."
detectedLang"de"
heavyLang"de"
scores
de0.8387963460505105
nl0.5879120879120879
da0.5714285714285714
pl0.511400651465798
no0.5106035889070147
sl0.47368421052631576
pt0.4727592267135325
lv0.453551912568306
ca0.44751381215469616
fi0.44547134935304994
eu0.4434137291280148
yo0.44237918215613387
et0.41972920696324956
es0.40711462450592883
en0.3890020366598778
hr0.3814432989690722
it0.3630573248407643
tr0.3630573248407643
is0.3576017130620985
az0.3548387096774194
sk0.3348115299334811
lt0.3227990970654628
sq0.3150684931506849
sv0.3087557603686636
ro0.29577464788732394
fr0.21052631578947367
cs0.18256130790190736
tl0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
7
name"Hunter"
dialogue"I don't understand a word, but you definitely saw something. You're shaking."
detectedLang"en"
heavyLang"en"
scores
en0.8125000000000001
tl0.5635910224438903
no0.5573355817875211
sv0.5398773006134969
da0.5227272727272727
sk0.49226305609284327
nl0.4791666666666667
cs0.46808510638297873
ro0.45764462809917356
pt0.45426195426195426
ca0.44089456869009586
de0.43426724137931033
it0.4281045751633987
hr0.42244224422442245
es0.40340909090909094
pl0.37050359712230213
is0.3502475247524753
fr0.3445692883895131
ms0.31462140992167104
hu0.2981283422459893
sq0.2818057455540356
yo0.2818057455540356
tr0.21875
lt0.2164179104477612
fi0.21171171171171171
az0.20212765957446807
lv0.20212765957446807
vi0.20212765957446807
et0.1935483870967742
sl0.14634146341463414
be0.11764705882352942
eu0.11764705882352942
uk0.10714285714285714
reliabletrue
passestrue
8
name"Melanie"
dialogue"Bitte, helfen Sie mir! Es ist hier nicht sicher! Die anderen... auch weg!"
detectedLang"de"
heavyLang"de"
scores
de0.848993288590604
nl0.701195219123506
da0.46107784431137727
no0.3860845839017735
ca0.3353028064992614
es0.3353028064992614
sv0.29906542056074764
tr0.2913385826771654
fr0.2902208201892744
it0.24623115577889448
lv0.21052631578947367
et0.20071047957371224
pl0.199288256227758
eu0.1906474820143885
hi0.1906474820143885
hu0.1847826086956522
cs0.1818181818181818
hr0.1818181818181818
lt0.16820702402957485
yo0.16356877323420074
en0.15413533834586465
ro0.15094339622641512
tl0.13793103448275862
reliabletrue
passestrue
9
name"Hunter"
dialogue"Others? More people gone? Is that what you're saying?"
detectedLang"en"
heavyLang"en"
scores
en0.8448687350835322
tl0.5517241379310345
nl0.3285123966942149
hu0.32150313152400833
yo0.2696629213483146
tr0.23529411764705882
is0.22062350119904073
sl0.21307506053268765
hr0.1935483870967742
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ja... ja, bitte!"
detectedLang"de"
heavyLang"de"
scores
de0.8106060606060606
et0.7807017543859649
da0.673913043478261
fi0.6710526315789473
lv0.6052631578947368
ca0.592391304347826
nl0.5283018867924528
sk0.5283018867924528
pl0.5161290322580645
sl0.5161290322580645
it0.5
no0.5
sq0.5
sv0.5
yo0.5
reliabletrue
passestrue
11
name"Hunter"
dialogue"I need you to stay put. Maybe we can find a translator—"
detectedLang"en"
heavyLang"en"
scores
en0.8225272124940841
hr0.6215943491422806
pl0.6177370030581039
da0.5897155361050328
cs0.5738636363636364
no0.5443499392466585
tl0.5415647921760391
ca0.5318352059925093
sk0.5142487046632124
ro0.5098039215686274
et0.506578947368421
sq0.48489010989010994
yo0.4777158774373259
sl0.4688385269121813
nl0.46808510638297873
lv0.46197991391678617
sv0.46120689655172414
lt0.4573082489146165
it0.4469026548672566
tr0.4335347432024169
pt0.42835365853658536
az0.41770186335403725
hu0.37290969899665555
vi0.37080536912751677
es0.3578767123287671
de0.34895833333333337
fr0.3444055944055944
ms0.32795698924731176
is0.2690058479532163
eu0.267578125
be0.15730337078651685
fi0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
12
name"Melanie"
dialogue"\"\""
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
13
name"Hunter"
dialogue"I have to go. Third disappearance in a week."
detectedLang"en"
heavyLang"en"
scores
en0.8127880184331796
tl0.6919431279620852
yo0.6356502242152466
pl0.6319365798414496
it0.6212121212121212
da0.6176470588235294
nl0.6036585365853658
cs0.5723684210526315
sl0.5683930942895086
hr0.5672436750998668
sk0.5473537604456825
no0.5409604519774012
ro0.5330459770114943
fr0.5323741007194245
sq0.5206489675516224
sv0.48657187993680884
de0.46013289036544847
ca0.4574290484140233
lv0.43965517241379315
lt0.4337979094076655
ms0.4206773618538324
hu0.40693430656934304
az0.4003690036900369
pt0.37977099236641226
es0.375
tr0.3114406779661017
is0.29805615550755943
vi0.2903930131004367
et0.2793791574279379
be0.17721518987341772
eu0.17721518987341772
fi0.16237113402061853
uk0.16237113402061853
reliabletrue
passestrue
14
name"Melanie"
dialogue"Sie... Sie gehen jetzt?"
detectedLang"de"
heavyLang"de"
scores
de0.8536299765807963
eu0.4791666666666667
nl0.47257383966244726
pl0.47257383966244726
fi0.4131455399061033
reliabletrue
passestrue
15
name"Hunter"
dialogue"Don't leave Alborn. And keep those pictures safe. Understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.7991071428571429
da0.4532199270959903
no0.45054945054945056
tl0.42528735632183906
fr0.40318302387267907
sv0.3860845839017735
de0.3706293706293706
nl0.3571428571428572
ro0.3343195266272189
ca0.2741935483870968
sq0.1818181818181818
yo0.18032786885245902
et0.17883211678832117
sk0.16512059369202228
cs0.15730337078651685
lv0.15572232645403375
pl0.14772727272727273
is0.1412213740458015
reliabletrue
passestrue