Run: 2026-09-01-01M1EMZHQYM0YGNPFYQDZ1S5DA

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
1m 41s
Cost:
$0.029278
Provider:
xAI

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
Hunter: "Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn. Seen anything unusual lately, especially near the apple festival?" Isabella: "Non... non parlo inglese. Sono italiana. Scomparse? Oh Dio, ieri sera... una figura nel bosco. Un urlo e... sparita. Sono sconvolta." Hunter: "I don't speak Italian. Not a word. Your camera—did you photograph something? Landscapes, right?" Isabella: "Sì, fotografie... paesaggi. Ma questa ombra... non c'era. Come un fantasma. Ho paura, signore. Qualcuno è in pericolo." Hunter: "Shadow that wasn't there. Fear. I catch that much. Where? The woods by the river?" Isabella: "I boschi... vicino al fiume, al festival. Tramonto, colori meravigliosi, poi... terrore. Passi dietro di me, nessuno visibile. Solo il vento." Hunter: "Woods, river, festival, sunset, footsteps with no one there. That's a lead. We need a translator, but this helps." Isabella: "Guarda la foto... la figura si dissolve. Non è un errore della macchina. È reale. Per favore, aiuto." Hunter: "Dissolving figure. Real, not a glitch. Got it. Hold on—" Hunter: "I have to take this. ... Yeah, another one, the orchard. On my way. Miss, I have to leave. Emergency. Stay at the café. I'll send someone who speaks Italian." Isabella: "No, aspetta! Non lasciarmi! Ho altre foto... prove. Questa città nasconde qualcosa di oscuro. Per favore!" Hunter: "I don't understand, but stay put. I'll be back."
created_at"2026-09-01T14:11:44.52Z" 9/1/2026, 2:11:44 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency785
moderation_latency(null)
generation_time100755
tokens_prompt308
tokens_completion1423
native_tokens_prompt476
native_tokens_completion4721
native_tokens_completion_images(null)
native_tokens_reasoning4332
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"completed"
service_tier"default"
usage0.029278
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788271904-ornueSVKUyzlJeACtS9n"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788271904-9NScrrX4G8640xSSo1v0"
upstream_id"aac1d86b-c234-9d7d-8569-50f3ae4ad4f5"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"aac1d86b-c234-9d7d-8569-50f3ae4ad4f5"
is_byokfalse
latency784
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.029278
cache_discount(null)
upstream_inference_cost0
provider_name"xAI"
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"Hunter"
dialogue"Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn. Seen anything unusual lately, especially near the apple festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7709049255441008
tl0.5987158908507223
fr0.56691208315288
pt0.5602462620932278
es0.5324918186068256
nl0.5044598612487611
it0.49571356530509325
ca0.48612538540596095
ro0.44842801985659125
ms0.44659656889872723
no0.44598337950138506
sq0.4206257242178447
de0.4033412887828162
sv0.37849596022374143
da0.35773924213230573
sl0.3451211525867715
hr0.3206521739130435
et0.3108201240523777
sk0.2902767920511001
cs0.2800575953923686
fi0.21568627450980393
lt0.20127795527156547
az0.19093851132686085
lv0.17149958574979288
pl0.12203687445127305
is0.12126537785588754
yo0.09665763324299909
eu0.09420289855072464
hi0.07063197026022305
hu0.06279287722586692
tr0.05571293673276676
reliabletrue
passestrue
1
name"Isabella"
dialogue"Non... non parlo inglese. Sono italiana. Scomparse? Oh Dio, ieri sera... una figura nel bosco. Un urlo e... sparita. Sono sconvolta."
detectedLang"it"
heavyLang"it"
scores
it0.7976800647423793
es0.6368038740920097
ro0.569213095921884
pt0.5158166559070368
ca0.51519069166128
fr0.47515745276417076
sq0.4692144373673036
en0.4033412887828162
yo0.35344827586206895
nl0.34325744308231176
de0.3087557603686636
no0.30683918669131244
da0.3042671614100185
lv0.2781520692974013
hr0.2767598842815815
et0.2682926829268293
lt0.2596248766041461
sv0.2566897918731417
hu0.23857868020304565
pl0.23391215526046988
is0.22680412371134018
ms0.2219917012448133
sk0.22118380062305293
fi0.21548117154811713
sl0.21052631578947367
eu0.20969441517386725
az0.20382165605095542
cs0.20382165605095542
tr0.20042643923240938
tl0.1758241758241758
reliabletrue
passestrue
2
name"Hunter"
dialogue"I don't speak Italian. Not a word. Your camera—did you photograph something? Landscapes, right?"
detectedLang"en"
heavyLang"en"
scores
en0.7959183673469388
tl0.6240601503759399
ro0.45286195286195285
fr0.4500846023688663
ms0.4401378122308355
it0.4268077601410935
no0.41494149414941495
da0.40962761126248864
sv0.40693430656934304
ca0.36647173489278756
cs0.365234375
es0.36399217221135033
de0.36149312377210213
sq0.35194416749750745
yo0.35000000000000003
hr0.3229166666666667
nl0.3186582809224318
tr0.30406852248394006
pt0.2988133764832794
is0.2793791574279379
pl0.26220204313280365
hu0.2554410080183276
lt0.24242424242424243
sk0.23708920187793428
fi0.23258559622195982
az0.22802850356294538
sl0.19753086419753088
eu0.19154228855721395
lv0.1698595146871009
vi0.1698595146871009
et0.16237113402061853
hi0.10591471801925723
be0.09722222222222222
uk0.08835904628330996
reliabletrue
passestrue
3
name"Isabella"
dialogue"Sì, fotografie... paesaggi. Ma questa ombra... non c'era. Come un fantasma. Ho paura, signore. Qualcuno è in pericolo."
detectedLang"it"
heavyLang"it"
scores
it0.7991234477720964
ro0.5362563237774031
ca0.5217391304347826
en0.5030120481927711
fr0.49848024316109424
pt0.46007853403141363
sk0.4376278118609407
yo0.4119743406985032
es0.40987124463519314
sl0.3911439114391144
lv0.3782969103240392
no0.37547312641937924
sv0.37310030395136784
de0.3721461187214612
nl0.3644067796610169
sq0.3559718969555035
cs0.3529411764705882
ms0.2930591259640103
da0.2801047120418848
pl0.2750439367311072
tl0.2673179396092362
et0.25406871609403253
hr0.24931756141947223
lt0.23255813953488372
tr0.18558736426456074
fi0.17334669338677355
az0.14772727272727273
eu0.09539473684210525
hu0.09040793825799338
vi0.08637873754152825
is0.08333333333333334
reliabletrue
passestrue
4
name"Hunter"
dialogue"Shadow that wasn't there. Fear. I catch that much. Where? The woods by the river?"
detectedLang"en"
heavyLang"en"
scores
en0.8153188180404355
tl0.5618081180811808
da0.4739756367663345
sv0.45776255707762553
no0.41066997518610426
de0.40550688360450565
ca0.3886743886743887
sq0.3790849673202614
it0.3716931216931217
yo0.36155913978494625
pl0.33936022253129344
fr0.3356643356643356
cs0.3319268635724332
sk0.30453879941434847
hr0.2263843648208469
ro0.1592920353982301
nl0.15026833631484796
pt0.14414414414414414
ms0.1410488245931284
es0.13636363636363635
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
et0.1171003717472119
is0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
5
name"Isabella"
dialogue"I boschi... vicino al fiume, al festival. Tramonto, colori meravigliosi, poi... terrore. Passi dietro di me, nessuno visibile. Solo il vento."
detectedLang"it"
heavyLang"it"
scores
it0.7926669576604103
es0.6026767043078209
pt0.56481905634448
ca0.5640201927489674
fr0.5313270843611249
en0.47045707915273133
ro0.46868008948545864
da0.4508670520231214
tl0.4483159117305459
sq0.4263285024154589
ms0.4256348246674728
nl0.4153846153846154
no0.40624999999999994
et0.3770491803278688
cs0.36412315930388217
lt0.3546195652173913
hr0.3361285814116003
de0.3300423131170663
sv0.2947290274684484
lv0.2808478425435276
sk0.2797573919636088
az0.2742551566080978
sl0.2686682063125481
yo0.25255704169944926
pl0.2070116861435726
tr0.1955969517358171
fi0.1717523975588492
hu0.1717523975588492
vi0.14414414414414414
is0.11873840445269015
eu0.09177820267686423
be0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
6
name"Hunter"
dialogue"Woods, river, festival, sunset, footsteps with no one there. That's a lead. We need a translator, but this helps."
detectedLang"en"
heavyLang"en"
scores
en0.7981700753498385
tl0.622546552591847
no0.49899799599198397
ca0.48840381991814463
pt0.4827586206896552
nl0.47589098532494756
hr0.4545454545454546
da0.45255474452554745
fr0.44974321349963314
es0.4460856720827179
de0.44362017804154297
pl0.4318181818181818
it0.4261667941851569
sq0.4126859827721222
et0.3718592964824121
ms0.3697478991596639
ro0.3578767123287671
sk0.34895833333333337
sl0.34612031386224934
sv0.34497816593886466
cs0.33510638297872336
lv0.30619796484736356
lt0.2682926829268293
az0.24774322968906717
tr0.2331288343558282
fi0.23076923076923078
hu0.2291880781089414
yo0.20550847457627117
vi0.17400881057268722
eu0.1544532130777903
is0.09090909090909091
reliabletrue
passestrue
7
name"Isabella"
dialogue"Guarda la foto... la figura si dissolve. Non è un errore della macchina. È reale. Per favore, aiuto."
detectedLang"it"
heavyLang"it"
scores
it0.8019366197183099
ca0.6845794392523364
es0.6233258928571428
sq0.5879120879120879
en0.5722433460076045
ro0.564516129032258
pt0.5417515274949084
fr0.5216158752657689
no0.47674418604651164
tl0.4260204081632653
yo0.40476190476190477
de0.38524590163934425
sl0.3679775280898876
da0.34593023255813954
nl0.3401759530791789
sk0.336283185840708
lv0.30268595041322316
hr0.29540709812108557
sv0.2757510729613734
lt0.2726293103448276
et0.2710583153347732
cs0.26310043668122274
eu0.21420256111757857
az0.20400943396226415
ms0.17481662591687042
fi0.16253101736972705
pl0.16149068322981366
tr0.1520100502512563
vi0.11067193675889328
reliabletrue
passestrue
8
name"Hunter"
dialogue"Dissolving figure. Real, not a glitch. Got it. Hold on—"
detectedLang"en"
heavyLang"en"
scores
en0.7902935889754343
ca0.5853080568720379
fr0.5608531994981178
no0.5283018867924528
pt0.5283018867924528
tl0.5251017639077341
ro0.5056497175141244
da0.49784791965566716
es0.4470774091627172
yo0.43548387096774194
it0.4336569579288026
sq0.40170940170940167
et0.38271604938271603
fi0.3783303730017762
cs0.37163375224416517
sk0.36936936936936937
hr0.36363636363636365
pl0.35064935064935066
nl0.32432432432432434
sl0.31640625
hu0.308300395256917
lv0.308300395256917
tr0.3069306930693069
az0.2886178861788618
de0.279835390946502
hi0.1935483870967742
lt0.1898148148148148
is0.1764705882352941
eu0.16666666666666666
vi0.16666666666666666
ms0.15254237288135594
sv0.15254237288135594
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to take this. ... Yeah, another one, the orchard. On my way. Miss, I have to leave. Emergency. Stay at the café. I'll send someone who speaks Italian."
detectedLang"en"
heavyLang"en"
scores
en0.802003261122758
tl0.62882096069869
da0.501466275659824
no0.42991281019450034
pl0.41780821917808225
nl0.36896807720861174
hr0.3651979088872293
yo0.358974358974359
cs0.3491577335375191
pt0.3269992082343626
fr0.32
es0.3156199677938808
sk0.3004115226337448
it0.29867986798679863
sq0.29693961952026465
et0.2951907131011609
fi0.2504409171075838
sv0.24444444444444446
sl0.24039320822162644
ro0.22089825847846015
ca0.21803127874885006
lt0.21296296296296297
ms0.21150278293135436
lv0.17874396135265702
de0.13967611336032387
tr0.1317671092951992
az0.12551440329218108
hi0.08993576017130622
be0.07608695652173912
hu0.07306434023991276
is0.06900328587075576
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
10
name"Isabella"
dialogue"No, aspetta! Non lasciarmi! Ho altre foto... prove. Questa città nasconde qualcosa di oscuro. Per favore!"
detectedLang"it"
heavyLang"it"
scores
it0.8128066098631551
ca0.6182201158504477
pt0.5530209617755857
en0.5205026455026455
fr0.5030843043180261
es0.4883556810162315
no0.43359374999999994
sk0.40230832646331405
hr0.3973399833748961
sv0.3943191311612364
ro0.3739205526770294
nl0.3438914027149321
tl0.3438914027149321
sl0.32745825602968465
ms0.2961165048543689
sq0.29060665362035226
de0.2828882294757666
lv0.2676767676767676
cs0.250258531540848
fi0.22542735042735043
is0.22376873661670238
da0.21109902067464634
lt0.19623059866962306
pl0.15990730011587484
yo0.15402567094515754
vi0.11800486618004866
tr0.1082410824108241
eu0.10714285714285714
et0.07525510204081631
reliabletrue
passestrue
11
name"Hunter"
dialogue"I don't understand, but stay put. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8065764023210832
no0.5956873315363882
da0.5945945945945946
sv0.5377503852080123
tl0.5184590690208668
hr0.46808510638297873
pl0.40476190476190477
yo0.3963782696177062
de0.39148073022312374
cs0.38650306748466257
hu0.38016528925619836
nl0.3723849372384937
lt0.3684210526315789
ro0.35344827586206895
sk0.3492407809110629
ca0.3150684931506849
is0.3135011441647597
sq0.3087557603686636
it0.27710843373493976
fr0.22680412371134018
be0.1891891891891892
tr0.1891891891891892
az0.17355371900826447
et0.17355371900826447
lv0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue