Run: 2026-07-25-01KYCW7XX4NX9P10KDJ0XCB2PW

Run Details

Model:
Thinking Machines Inkling (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
18.4s
Cost:
$0.010226
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: "Mi dispiace... non parlo inglese. Ma ho visto qualcosa di terribile... vicino al festival delle mele. Una persona... scomparsa. Ho paura." Hunter: "You don't speak English. Noted. I'm Detective Hunter. I'm investigating the disappearances in Alborn—have you seen anything strange near the orchards?" Isabella: "Le mele... sì, il bosco vicino al frutteto. C'era un uomo nell'ombra. Ho tremato... e ho scattato una foto con la mia macchina fotografica. Guardi, vi prego!" Hunter: "Apple festival. Orchard. Shadow. You took a picture. Okay—show me the camera. Slow down." Isabella: "Non capisco le vostre parole... ma è importante! Ieri notte... qualcuno è sparito. La mia foto... forse prova tutto. Aiutatemi..." Hunter: "Last night. Someone disappeared. Your photo might prove it. I don't know Italian—hell, not even 'ciao'—but I see you're shaken. We'll sort this out with a translator." Isabella: "Perché mi guarda così confuso? Non lasciatemi sola... ho ancora paura..." Hunter: "I'm trying, ma'am. Just... stay here. Don't leave town." [Hunter's phone rings sharply.] Hunter: "Hunter. ... Yeah, I'm at the cafe on Main. Another missing person? I'm on my way." Isabella: "Aspetti! Dove andate? Non mi abbandoni... vi supplico..." Hunter: "Sorry—duty calls. Stay put. We'll talk again, I promise. Stay safe." Isabella: "Non capisco... ma vi prego... aiuto..."
created_at"2026-07-25T14:53:04.814Z" 7/25/2026, 2:53:04 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency594
moderation_latency(null)
generation_time17795
tokens_prompt308
tokens_completion2730
native_tokens_prompt279
native_tokens_completion2456
native_tokens_completion_images(null)
native_tokens_reasoning2091
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)
usage0.0102258
router(null)
provider_responses
0
endpoint_id"9911deb9-f44e-4e18-87fe-9d7b60acee72"
id"otYZQ2K-6z2FuN-a20bfdf94a11ad00"
is_byokfalse
latency594
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-1784991184-3XZhnhLPzNWy7BZTR9EQ"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784991184-7uqrChZdJEpjg3ARflKF"
upstream_id"otYZQ2K-6z2FuN-a20bfdf94a11ad00"
total_cost0.0102258
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"Isabella"
dialogue"Mi dispiace... non parlo inglese. Ma ho visto qualcosa di terribile... vicino al festival delle mele. Una persona... scomparsa. Ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.8009468474284485
es0.6232179226069247
ca0.5855734767025089
fr0.5335350479072113
pt0.48324022346368717
ro0.4785794813979707
sk0.45201421800947866
en0.44176222088111045
tl0.42971639950678175
no0.4243932794026135
ms0.41455696202531644
da0.40970006381620927
de0.3958197256694971
et0.3954248366013072
cs0.37961099932930914
sq0.3707482993197279
nl0.3562978427279054
sl0.35269419174247724
hr0.3392857142857143
pl0.3188512518409426
hu0.3158284023668639
yo0.3112434847356664
lt0.30918595967139656
az0.3008314436885865
lv0.27107959022852635
fi0.2623604465709729
sv0.2611821086261981
tr0.23616845582163504
eu0.2285237698081735
vi0.1590909090909091
is0.12735849056603774
reliabletrue
passestrue
1
name"Hunter"
dialogue"You don't speak English. Noted. I'm Detective Hunter. I'm investigating the disappearances in Alborn—have you seen anything strange near the orchards?"
detectedLang"en"
heavyLang"en"
scores
en0.7910863509749304
tl0.5880861850443599
fr0.5492371705963939
de0.48494453248811414
ro0.482484076433121
nl0.4766505636070853
da0.46866485013623976
it0.46428571428571425
no0.45132245357343836
sv0.43247962747380675
pt0.41546762589928055
ms0.40980629539951574
ca0.3551587301587301
sq0.34210526315789475
sl0.336283185840708
hr0.30703624733475476
es0.29906542056074764
cs0.2713004484304933
lv0.24884437596302003
az0.2111650485436893
sk0.18817651956702747
is0.17372881355932204
yo0.16666666666666666
lt0.16523972602739725
et0.16165090283748923
pl0.1424802110817942
tr0.10795974382433668
fi0.05705996131528047
reliabletrue
passestrue
2
name"Isabella"
dialogue"Le mele... sì, il bosco vicino al frutteto. C'era un uomo nell'ombra. Ho tremato... e ho scattato una foto con la mia macchina fotografica. Guardi, vi prego!"
detectedLang"it"
heavyLang"it"
scores
it0.7938638542665388
es0.6164823403496255
ca0.5674044265593561
ro0.5376344086021505
pt0.4796708615682478
fr0.4701823558403154
sl0.4192328471096704
no0.38111686816350027
yo0.358974358974359
nl0.32517263025737597
sq0.3217665615141955
lv0.31659249841068027
pl0.3139757498404595
da0.30645161290322576
lt0.30465717981888746
hr0.28045515394912984
sk0.27949061662198393
de0.2746288798920378
tl0.2657103825136612
en0.25964187327823696
et0.2299426934097421
sv0.22939068100358423
vi0.22661870503597123
cs0.21761280931586607
tr0.20839469808541974
ms0.18188736681887366
az0.18064024390243902
hu0.14
eu0.08198121263877028
is0.05866900175131349
fi0.05536028119507908
reliabletrue
passestrue
3
name"Hunter"
dialogue"Apple festival. Orchard. Shadow. You took a picture. Okay—show me the camera. Slow down."
detectedLang"en"
heavyLang"en"
scores
en0.7348119575699132
tl0.6369636963696369
fr0.6193771626297577
it0.5703125
nl0.5686274509803921
es0.548440065681445
no0.4850187265917603
de0.4796594134342479
pt0.4791666666666667
sq0.47569113441372735
ro0.47267497603068076
ms0.46393762183235865
sl0.4472361809045226
ca0.44668008048289737
sv0.4300518134715026
hr0.4204425711275026
cs0.41921858500527986
da0.3799323562570462
yo0.35064935064935066
et0.3373493975903614
sk0.31077694235588976
hu0.28848641655886154
lt0.2744063324538259
fi0.26764314247669774
az0.25474254742547425
pl0.233983286908078
lv0.19472913616398244
tr0.12280701754385964
is0.12
eu0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
4
name"Isabella"
dialogue"Non capisco le vostre parole... ma è importante! Ieri notte... qualcuno è sparito. La mia foto... forse prova tutto. Aiutatemi..."
detectedLang"it"
heavyLang"it"
scores
it0.8081395348837208
fr0.6292134831460674
ro0.601063829787234
pt0.5676100628930818
es0.5673833245936025
ca0.5588235294117647
tl0.49417535254445133
no0.46774193548387094
en0.45436507936507936
da0.4123931623931624
yo0.38016528925619836
sq0.35546874999999994
nl0.34988179669030733
de0.34782608695652173
cs0.3441971383147853
lt0.30904522613065327
hr0.30143945808636746
et0.28135888501742157
sv0.26861702127659576
sk0.26141450313339304
pl0.24657534246575344
sl0.23469387755102045
eu0.1823587710604559
hu0.1791044776119403
is0.1791044776119403
tr0.17334669338677355
vi0.1641337386018237
fi0.08637873754152825
az0.08536585365853659
ms0.07303370786516854
lv0.07094594594594594
reliabletrue
passestrue
5
name"Hunter"
dialogue"Last night. Someone disappeared. Your photo might prove it. I don't know Italian—hell, not even 'ciao'—but I see you're shaken. We'll sort this out with a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7898749022673964
tl0.5781004709576139
fr0.43687794656888423
nl0.412568306010929
sq0.37789351851851855
it0.3717124488603156
no0.37060889929742385
da0.3661556603773585
ro0.3612596553773025
hr0.35318892900120336
ms0.35318892900120336
sv0.3302180685358256
cs0.32601880877742945
ca0.31832593532022824
et0.31441326530612246
pt0.31441326530612246
es0.28428761651131823
yo0.2838107928047968
de0.26970108695652173
pl0.255024255024255
tr0.2440225035161744
sl0.23974540311173975
lt0.2370475514549326
sk0.2315939957112223
lv0.21013960323291697
eu0.20429311621021465
az0.18929110105580693
hu0.17180277349768877
vi0.1705246913580247
fi0.154874213836478
is0.11376751854905194
hi0.06684027777777778
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
6
name"Isabella"
dialogue"Perché mi guarda così confuso? Non lasciatemi sola... ho ancora paura..."
detectedLang"it"
heavyLang"it"
scores
it0.8132861635220126
ca0.5556594948550047
fr0.5240480961923848
pt0.47802197802197804
es0.4674887892376681
en0.43045563549160676
ro0.4099378881987578
sk0.37989556135770236
tr0.37582128777923784
cs0.358974358974359
tl0.33098591549295775
az0.2824773413897281
hu0.2601246105919003
sq0.24722662440570525
hr0.24242424242424243
no0.18941979522184302
sl0.16225749559082892
yo0.15630550621669628
eu0.15480427046263345
ms0.15480427046263345
pl0.1410488245931284
lt0.1316270566727605
lv0.1316270566727605
nl0.13003663003663005
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm trying, ma'am. Just... stay here. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.7963659147869674
et0.2388758782201405
sv0.2388758782201405
sq0.23529411764705882
tl0.23529411764705882
ca0.19154228855721395
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hunter. ... Yeah, I'm at the cafe on Main. Another missing person? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8018648018648019
tl0.6637658227848102
da0.6222222222222221
no0.5720040281973817
fr0.5420258620689655
sv0.49162679425837325
nl0.4835965978128797
de0.47466007416563655
ms0.44078947368421056
ca0.42953020134228187
is0.4022503516174402
sq0.4014084507042254
et0.39544807965860596
pt0.38494934876989867
pl0.356060606060606
fi0.3491577335375191
cs0.3410852713178295
sk0.3410852713178295
it0.3369734789391576
es0.30668841761827076
yo0.29983525535420097
hr0.256993006993007
ro0.2517605633802817
tr0.22867513611615245
az0.22586520947176683
hi0.1650294695481336
lv0.15
lt0.1448692152917505
hu0.1290983606557377
sl0.121900826446281
reliabletrue
passestrue
9
name"Isabella"
dialogue"Aspetti! Dove andate? Non mi abbandoni... vi supplico..."
detectedLang"it"
heavyLang"it"
scores
it0.7860635696821516
es0.5382585751978892
fr0.5351925630810093
en0.504950495049505
pt0.4883040935672514
ro0.4720965309200603
ca0.4582043343653251
sq0.44267515923566875
sl0.40978077571669475
da0.3794326241134752
sv0.3761140819964349
no0.3613138686131387
hu0.33078393881453155
tl0.308300395256917
pl0.3069306930693069
tr0.2985971943887776
nl0.29435483870967744
vi0.2222222222222222
lt0.20993227990970656
yo0.2009132420091324
eu0.19908466819221968
fi0.19908466819221968
cs0.1898148148148148
sk0.1898148148148148
ms0.18604651162790697
az0.1822429906542056
hr0.1822429906542056
is0.18032786885245902
de0.17452830188679244
et0.17452830188679244
reliabletrue
passestrue
10
name"Hunter"
dialogue"Sorry—duty calls. Stay put. We'll talk again, I promise. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.7542997542997543
hr0.464524765729585
tl0.45799457994579945
ca0.4227994227994228
it0.41348973607038125
nl0.3930197268588771
cs0.3893129770992366
ro0.37205651491365777
de0.3710691823899371
et0.32998324958123953
sq0.3254637436762226
pl0.32088285229202035
pt0.30434782608695654
es0.2907801418439716
no0.26605504587155965
da0.25788497217068646
sv0.25650557620817843
yo0.17864476386036962
sk0.15254237288135594
be0.14893617021276595
sl0.14893617021276595
tr0.14893617021276595
fr0.14346895074946467
hu0.14346895074946467
az0.13606911447084233
is0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
ms0.12854030501089325
reliabletrue
passestrue
11
name"Isabella"
dialogue"Non capisco... ma vi prego... aiuto..."
detectedLang"it"
heavyLang"it"
scores
it0.7937671860678277
pt0.5647969052224371
fr0.5463709677419355
es0.5426829268292682
ro0.5398773006134969
tl0.5119305856832972
pl0.5076586433260394
no0.47058823529411764
vi0.44168734491315137
en0.4375
ca0.4318181818181818
yo0.4063324538258575
da0.3869209809264305
sv0.3818681318681319
et0.30769230769230765
sl0.2834394904458599
eu0.27884615384615385
hr0.2694805194805195
hu0.267100977198697
sk0.267100977198697
lt0.22413793103448276
ms0.22413793103448276
sq0.22413793103448276
reliabletrue
passestrue