Run: 2026-07-25-01KYCY2S78MMGE1K08CP0HJXPV

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
39.3s
Cost:
$0.013211
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
Marie: "(sitting at the café table, staring troubled at her camera) Je... je ne comprends pas pourquoi il fait ça... C'est trop sombre près du vieux verger d'Alborn..." Hunter: "Detective Hunter. You Marie? I'm investigating the disappearances in this town—the ones near the apple festival. Did you see anything strange?" Marie: "(shaken, responding quickly in French) Non... non, je ne parle pas anglais... mais hier soir... j'ai pris des photos... il y avait une ombre... entre les pommiers... quelqu'un a crié... puis plus rien..." Hunter: "(confused, no-nonsense) I don't speak French. Not a single word. But you're terrified. You took pictures? At the orchard?" Marie: "(clutches her camera, trembling) Oui... l'appareil photo... regardez... la forme... elle n'est pas... naturelle... Je ne peux pas... c'est trop horrible..." Hunter: "(frowns at the screen, firm) Okay. That ain't a tree shadow. This is evidence. I need you at the station. Now. Understand? Show me everything." Marie: "(nods nervously, pulling up more images) Les lumières... elles étaient éteintes... et puis... l'homme... il a disparu..." Hunter: "(studies the photos, grim) Marine taught me to spot a lie. You're not lying. We'll sort this—" (His phone rings sharply) "Hunter. Yeah. The old mill? Another one? I'm on my way." Marie: "(looks up, frightened) Vous... vous partez? Qu'est-ce qui se passe?" Hunter: "(into phone) Keep the scene clear. I'm five out." (To Marie, pointing firmly) Stay. Here. Don't touch the camera. We'll finish this." (He turns and leaves quickly)
created_at"2026-07-25T15:25:13.329Z" 7/25/2026, 3:25:13 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency250
moderation_latency(null)
generation_time38986
tokens_prompt303
tokens_completion3598
native_tokens_prompt275
native_tokens_completion3194
native_tokens_completion_images(null)
native_tokens_reasoning2806
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)
usage0.0132107
router(null)
provider_responses
0
endpoint_id"9911deb9-f44e-4e18-87fe-9d7b60acee72"
id"otYjHeK-6z2FuN-a20c2d0e78b0ad1a"
is_byokfalse
latency249
model_permaslug"thinkingmachines/inkling-20260715"
provider_name"Together"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784993113-7Da8eMwhSq1wJAHZWqKB"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993113-84O8Ss3UU6T1nO5CLePn"
upstream_id"otYjHeK-6z2FuN-a20c2d0e78b0ad1a"
total_cost0.0132107
cache_discount(null)
upstream_inference_cost0
provider_name"Together"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Je... je ne comprends pas pourquoi il fait ça... C'est trop sombre près du vieux verger d'Alborn..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8107653490328007
ca0.5700636942675159
it0.48940998487140697
nl0.4230769230769231
de0.40789473684210525
lt0.3626062322946175
es0.32499999999999996
ro0.3112244897959183
sl0.3084016393442623
en0.3019648397104447
hr0.2961418143899896
tr0.281150159744409
tl0.27807486631016043
sq0.2606790799561884
cs0.25331858407079644
da0.23642533936651583
az0.22055427251732102
sv0.21875
no0.20867526377491208
yo0.1945107398568019
sk0.17682926829268292
eu0.17380660954712362
pt0.15307402760351316
lv0.13239074550128535
vi0.12790697674418602
pl0.11879895561357702
fi0.11533420707732633
ms0.11067193675889328
hu0.1083223249669749
reliabletrue
passestrue
1
name"Hunter"
dialogue"Detective Hunter. You Marie? I'm investigating the disappearances in this town—the ones near the apple festival. Did you see anything strange?"
detectedLang"en"
heavyLang"en"
scores
en0.793719917487967
tl0.6347402597402597
fr0.6270203066721923
it0.5742667928098392
nl0.5734597156398105
ro0.5575221238938053
de0.5215311004784688
no0.5205114544485883
pt0.5176848874598071
sv0.5081967213114754
da0.49860724233983283
ms0.48483113909559244
es0.47613504074505236
ca0.4746059544658494
sl0.455535390199637
sq0.4375
hr0.4140625
cs0.40357852882703776
et0.37629937629937626
sk0.3114001530221882
lt0.3001555209953344
az0.29632525410476934
lv0.27184466019417475
pl0.24496644295302009
yo0.2227979274611399
is0.18552036199095023
fi0.16743755781683625
tr0.11591355599214145
hu0.06928645294725957
eu0.06542056074766354
reliabletrue
passestrue
2
name"Marie"
dialogue"Non... non, je ne parle pas anglais... mais hier soir... j'ai pris des photos... il y avait une ombre... entre les pommiers... quelqu'un a crié... puis plus rien..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8100379924015197
ca0.5697463768115942
it0.5426095329802599
es0.5115681233933161
en0.463882618510158
ro0.44927536231884063
pt0.4224924012158055
de0.42002442002442
sl0.41896024464831805
nl0.39180537772087065
lt0.3811074918566776
cs0.3466299862448418
lv0.3314567206192822
hr0.3257629524485451
sq0.3238434163701068
pl0.3219129193433262
sk0.30453879941434847
da0.28301886792452835
tr0.24841772151898736
hu0.24302788844621515
no0.23939151321056848
yo0.22889610389610393
sv0.22512234910277326
az0.21161825726141079
tl0.20235096557514695
et0.1955969517358171
ms0.1810344827586207
vi0.15026833631484796
eu0.14182475158084915
fi0.1371480472297911
hi0.07497565725413825
is0.07317073170731707
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't speak French. Not a single word. But you're terrified. You took pictures? At the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.8099127006477048
tl0.6524201853759011
fr0.536401098901099
no0.5239774330042313
da0.4701726844583987
ca0.4668246445497631
ro0.4485294117647059
sv0.41709844559585496
it0.4073748902546093
nl0.39298561151079137
de0.3440233236151603
sq0.3440233236151603
cs0.3181818181818182
yo0.3168016194331984
pt0.3112244897959183
es0.30769230769230765
pl0.3005181347150259
et0.2983367983367983
hu0.2976066597294485
sk0.28646934460887946
hr0.2710583153347732
tr0.25
ms0.24832962138084633
lv0.24242424242424243
az0.22502870264064295
lt0.17682926829268292
is0.16974169741697415
vi0.1646039603960396
fi0.15307402760351316
sl0.11764705882352942
be0.09395973154362416
eu0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
4
name"Marie"
dialogue"Oui... l'appareil photo... regardez... la forme... elle n'est pas... naturelle... Je ne peux pas... c'est trop horrible..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.802168815943728
ca0.5442268737339636
it0.5253164556962026
es0.458700882117081
ro0.44717444717444715
tl0.44260941370767964
nl0.4341994970662196
en0.43037974683544306
sl0.39134355275022537
hr0.3818681318681319
sq0.3732590529247911
cs0.36018957345971564
no0.32499999999999996
de0.31749241658240646
eu0.31262729124236255
fi0.31262729124236255
sk0.29467084639498436
lt0.2849576271186441
yo0.2741935483870968
da0.27184466019417475
pt0.2598684210526316
pl0.24327354260089684
et0.2276887871853547
lv0.19738406658739593
tr0.19258373205741627
hu0.17682926829268292
ms0.17481662591687042
sv0.16149068322981366
vi0.11067193675889328
hi0.10239361702127658
is0.09395973154362416
az0.09029649595687331
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay. That ain't a tree shadow. This is evidence. I need you at the station. Now. Understand? Show me everything."
detectedLang"en"
heavyLang"en"
scores
en0.8036826428378012
tl0.665590405904059
no0.5974458634092171
da0.5674224343675418
nl0.5443117536140792
fr0.4858156028368794
sv0.4806590257879656
yo0.47501810282404056
cs0.46016381236038717
sq0.4384198295894655
pt0.41767068273092367
it0.4105691056910569
ro0.38402718776550554
de0.38245315161839866
sk0.3679163034001744
et0.36625874125874125
es0.35094001790510293
hu0.34210526315789475
pl0.33910665451230626
ms0.3330266789328427
ca0.323062558356676
lv0.318609022556391
sl0.30355427473583096
hr0.3022136669874879
is0.29543245869776485
tr0.27354709418837675
fi0.23280423280423282
lt0.23280423280423282
az0.21281216069489683
vi0.15501165501165504
zh0.09600997506234414
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
6
name"Marie"
dialogue"Les lumières... elles étaient éteintes... et puis... l'homme... il a disparu..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8261474269819192
ca0.6572995202193284
da0.5579133510167993
no0.5454545454545454
es0.5219885277246654
ro0.49341438703140833
it0.47970863683662857
et0.44506104328523866
pt0.4292237442922375
en0.3834771886559803
de0.3811881188118812
hu0.3581514762516046
nl0.3315508021390375
sq0.31224209078404397
cs0.2867332382310985
sk0.284692417739628
az0.27007299270072993
sv0.2690058479532163
tr0.24357034795764
tl0.2401215805471125
fi0.21752738654147105
yo0.19224555735056545
hr0.1830065359477124
pl0.17355371900826447
sl0.15254237288135594
lt0.14089347079037798
is0.13043478260869565
eu0.12280701754385964
lv0.12280701754385964
vi0.12280701754385964
ms0.11190053285968028
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter. Yeah. The old mill? Another one? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8085983510011778
tl0.6549893842887474
pl0.4472789115646259
fr0.44349315068493156
da0.4227353463587922
yo0.358974358974359
hr0.35000000000000003
no0.34738955823293177
cs0.33127572016460904
sk0.33127572016460904
ca0.3271221532091097
et0.32150313152400833
fi0.3157894736842105
sv0.3128964059196617
nl0.3114406779661017
ms0.29653679653679654
sq0.29653679653679654
es0.23529411764705882
de0.21307506053268765
hi0.20537897310513448
it0.16237113402061853
pt0.16237113402061853
ro0.15364583333333331
sl0.15364583333333331
tr0.15364583333333331
reliabletrue
passestrue
8
name"Marie"
dialogue"Vous... vous partez? Qu'est-ce qui se passe?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.821300929235168
it0.6924969249692496
ca0.6556473829201103
pt0.6177370030581039
ro0.5874587458745875
da0.5769881556683587
sv0.552772808586762
no0.5479204339963833
de0.49899799599198397
et0.4791666666666667
es0.47589098532494756
nl0.4669509594882729
hr0.4444444444444444
cs0.44320712694877507
sl0.44320712694877507
sq0.423963133640553
en0.4075829383886255
yo0.39903846153846156
ms0.35064935064935066
fi0.28977272727272724
az0.24242424242424243
eu0.24242424242424243
tl0.24242424242424243
lt0.23076923076923078
lv0.22360248447204967
pl0.21875
tr0.21135646687697163
is0.20634920634920634
hu0.20127795527156547
sk0.20127795527156547
reliabletrue
passestrue
9
name"Hunter"
dialogue"Stay. Here. Don't touch the camera. We'll finish this."
detectedLang"en"
heavyLang"en"
scores
en0.7897897897897898
fr0.49567723342939485
tl0.44089456869009586
it0.4186046511627907
sq0.3371212121212121
nl0.3137254901960784
sv0.3137254901960784
ro0.3110236220472441
ms0.3
yo0.23413566739606126
ca0.22566371681415928
es0.22048997772828507
no0.21348314606741572
da0.1822429906542056
de0.17061611374407584
reliabletrue
passestrue