Run: 2026-09-01-01M1EN55NJWF9D38ZC7X1WD3Z4

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 18s
Cost:
$0.024488
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss. Detective Hunter. I noticed your camera. Did you see anything unusual at the apple festival? We're investigating some mysterious disappearances here in Alborn." Maria: "¿Disculpe? No entiendo nada. Estoy temblando. Vi una desaparición. Una chica se esfumó entre la multitud. Las fotos... aquí." Hunter: "I don't speak Spanish. Disappearances. Festival. Camera. Did you photograph something? Yes or no?" Maria: "Sí, sí. Algo malo está pasando. Personas desapareciendo. Es un pueblo pequeño, todos se conocen, pero ahora hay miedo. Mire la pantalla de la cámara." Hunter: "Alright, show me. Blurry figure... could be something. When was this taken? I need details for the investigation." Maria: "Ayer, durante el festival. Por la tarde. Estaba tomando paisajes, y de repente esto. Estoy muy inquieta, señor." Hunter: "Yesterday afternoon. Noted. This might help. Wait—my phone. I have to take this. Duty calls. I'll be in touch."
created_at"2026-09-01T14:14:48.762Z" 9/1/2026, 2:14:48 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency556
moderation_latency(null)
generation_time78278
tokens_prompt304
tokens_completion615
native_tokens_prompt472
native_tokens_completion3924
native_tokens_completion_images(null)
native_tokens_reasoning3684
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"
usage0.024488
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272088-Ufi3k8Ws2OcI2o25SPXv"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272088-ylWwRbER2QmasVYtlYvk"
upstream_id"1e5cab06-f3d9-9427-94b0-660dd5973ffe"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"1e5cab06-f3d9-9427-94b0-660dd5973ffe"
is_byokfalse
latency166
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.024488
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. I noticed your camera. Did you see anything unusual at the apple festival? We're investigating some mysterious disappearances here in Alborn."
detectedLang"en"
heavyLang"en"
scores
en0.7727272727272727
tl0.5986238532110092
it0.5452858203414996
fr0.543591654247392
nl0.49484536082474223
pt0.49317335539925533
ro0.49212271973466004
es0.4908561928512053
no0.47198275862068967
ms0.4710708117443869
ca0.46271929824561403
sq0.4540998217468805
sv0.4491906474820144
da0.4326076887447893
de0.4186046511627907
et0.37880324543610544
sl0.3765903307888041
hr0.35356200527704484
cs0.33997844827586204
sk0.2734282325029656
lv0.2677824267782427
az0.23818407960199006
lt0.23580786026200873
yo0.1871267418712674
pl0.1822429906542056
fi0.17508417508417506
hu0.15342087076710437
is0.14095371669004209
tr0.1330502476999292
eu0.055512721665381654
be0.05405405405405406
uk0.04891304347826087
vi0.04891304347826087
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Disculpe? No entiendo nada. Estoy temblando. Vi una desaparición. Una chica se esfumó entre la multitud. Las fotos... aquí."
detectedLang"es"
heavyLang"es"
scores
es0.7844827586206896
ca0.6922265212803377
pt0.6470350947962888
it0.6010031919744642
fr0.5335820895522388
ro0.5073198198198198
en0.4401791426743442
tl0.41353887399463807
no0.3654822335025381
hr0.32795698924731176
da0.3238021638330757
sk0.3206521739130435
nl0.31906614785992216
sl0.3148003132341425
et0.3099369085173501
sv0.2816091954022989
cs0.2732558139534884
sq0.2696160267111853
lv0.2324561403508772
de0.2290748898678414
ms0.22153024911032027
lt0.19056429232192415
yo0.18528864059590316
fi0.18071161048689138
vi0.17374881964117092
eu0.15377176015473887
tr0.15295256534365925
pl0.13280475718533202
az0.11883182275931521
reliabletrue
passestrue
2
name"Hunter"
dialogue"I don't speak Spanish. Disappearances. Festival. Camera. Did you photograph something? Yes or no?"
detectedLang"en"
heavyLang"en"
scores
en0.7909823828008361
tl0.5670995670995671
fr0.5478036175710594
ca0.5111731843575419
it0.476831091180867
es0.45567651632970446
pt0.45226917057902977
no0.4210090984284532
nl0.38917975567190227
ro0.38917975567190227
hr0.38650306748466257
ms0.37888198757763975
sv0.3738819320214669
da0.36189608021877845
cs0.34579439252336447
sq0.32950191570881227
lv0.3210475266731329
sk0.2864424057084608
pl0.2738589211618257
de0.2456896551724138
hu0.2265193370165746
lt0.2125984251968504
sl0.21082299887260428
et0.20903954802259886
az0.2054483541430193
tr0.18414918414918416
yo0.11054637865311309
hi0.0990990990990991
be0.09090909090909091
fi0.08256880733944955
is0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
3
name"Maria"
dialogue"Sí, sí. Algo malo está pasando. Personas desapareciendo. Es un pueblo pequeño, todos se conocen, pero ahora hay miedo. Mire la pantalla de la cámara."
detectedLang"es"
heavyLang"es"
scores
es0.8139408241060082
pt0.6511232130701157
ca0.6099695585996956
it0.5208041140719962
ro0.45967316816025305
fr0.44111232279171203
tl0.43432671081677704
sq0.3873281530185296
lv0.3776563448694596
yo0.3479643765903308
lt0.33785529715762275
sv0.3265440210249671
ms0.32432432432432434
no0.3175765645805593
de0.28868841082581537
nl0.2689015691868759
en0.25778421433743665
da0.2529154518950437
tr0.23735119047619047
sk0.23220973782771534
fi0.2293233082706767
cs0.215761285386381
hr0.21455938697318008
et0.2127496159754224
hu0.20357420357420358
eu0.19984387197501954
sl0.18065547561950437
vi0.18000000000000002
is0.17271993543179984
pl0.11255411255411256
az0.1063644289450741
reliabletrue
passestrue
4
name"Hunter"
dialogue"Alright, show me. Blurry figure... could be something. When was this taken? I need details for the investigation."
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
tl0.5954241071428572
no0.576271186440678
fr0.5656081485919712
nl0.5388040712468193
da0.5298313878080415
pt0.48799435028248583
de0.4700292397660819
sq0.4593586875466071
sv0.44950645406226275
yo0.43491816056118476
ro0.4268774703557312
es0.3907563025210084
et0.370112945264987
ca0.36846689895470386
it0.363476733977173
lt0.3330266789328427
hr0.31732580037664787
ms0.29474708171206226
sl0.28711897738446407
sk0.28430404738400794
cs0.24479166666666666
fi0.22954303931987244
hu0.20242024202420242
az0.1997792494481236
lv0.15501165501165504
tr0.1530373831775701
is0.14806110458284372
pl0.14806110458284372
zh0.09600997506234414
be0.0880503144654088
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
5
name"Maria"
dialogue"Ayer, durante el festival. Por la tarde. Estaba tomando paisajes, y de repente esto. Estoy muy inquieta, señor."
detectedLang"es"
heavyLang"es"
scores
es0.805764411027569
pt0.6776206322795341
ca0.6234207968901847
it0.5771958537915985
fr0.5737073707370737
ro0.5581527936145952
tl0.4727891156462585
sq0.4267751479289941
no0.41019786910197864
nl0.40338722093918394
en0.3492863140218304
da0.33132010353753233
pl0.3092691622103387
sv0.28439519852262235
de0.2757009345794392
hu0.2716165413533835
et0.2702448210922787
hr0.26190476190476186
sk0.25623800383877166
eu0.2519305019305019
sl0.2519305019305019
az0.24610894941634243
ms0.23795476892822026
lt0.20756646216768918
cs0.1943866943866944
yo0.1935483870967742
vi0.19017763845350052
tr0.17989417989417988
lv0.16756176154672395
fi0.15393013100436684
reliabletrue
passestrue
6
name"Hunter"
dialogue"Yesterday afternoon. Noted. This might help. Wait—my phone. I have to take this. Duty calls. I'll be in touch."
detectedLang"en"
heavyLang"en"
scores
en0.7993694468329035
tl0.5772946859903382
da0.47643979057591623
de0.43910256410256415
yo0.41471571906354515
pl0.3843447669305189
no0.3721973094170404
nl0.34579439252336447
sk0.3433395872420263
sl0.33523266856600187
fr0.33014354066985646
it0.32497589199614274
cs0.3150684931506849
sv0.3137254901960784
lv0.29577464788732394
lt0.2849846782431052
hr0.2670157068062827
ro0.24892703862660948
ca0.24406047516198706
vi0.21875
hu0.2081447963800905
es0.19540229885057472
az0.17355371900826447
sq0.1606714628297362
pt0.0979381443298969
ms0.0967741935483871
be0.09090909090909091
tr0.09090909090909091
et0.08256880733944955
is0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue