Run: 2026-09-01-01M1ENCT628YPWSV9NQYEC0YEA

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
1m 19s
Cost:
$0.022718
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="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
Hunter: "Excuse me, miss. Detective Hunter. I'm investigating the disappearances in Alborn. You were at the apple festival with that camera, right? See anything unusual?" Marie: "Monsieur... je ne parle pas anglais. Le festival des pommes, oui. J'ai vu une femme disparaître. Elle a crié, puis plus rien. C'était horrible, je tremble encore." Hunter: "Woman disappeared? Screamed? I don't speak a word of French. English? Missing person? Unusual event?" Marie: "Non, seulement français. Mon appareil photo a tout pris. Une ombre sombre près des pommiers... elle l'a emportée. Je suis sous le choc." Hunter: "Shadow by the apple trees? Camera caught it? That's our case. Show me the photos. People vanishing, no trace." Marie: "Voici... tout le monde souriait, la fête, les pommes. Puis le vide. Comment c'est possible ? J'ai peur, je veux rentrer en France." Hunter: "Empty space, fear, France... student, yeah. This town of three thousand, now this. I need a translator, damn it." Marie: "S'il vous plaît, aidez-moi. Juste des photos de paysages, pas ça. Mon cœur bat trop vite." Hunter: "Help, landscapes, not this. Hold on—my phone." Hunter: "Hunter. Another one? Woods? On my way. Miss, I have to leave. Stay here."
created_at"2026-09-01T14:18:59.149Z" 9/1/2026, 2:18:59 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency540
moderation_latency(null)
generation_time79423
tokens_prompt303
tokens_completion837
native_tokens_prompt472
native_tokens_completion3725
native_tokens_completion_images(null)
native_tokens_reasoning3399
native_tokens_cached384
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"
usage0.022718
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272339-TSQ4ZpuUPpio9Fl8J7f0"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272339-sV98RryofeN4jcffhFUJ"
upstream_id"74d0538b-8037-9ffe-a60d-5242885f1ffd"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"74d0538b-8037-9ffe-a60d-5242885f1ffd"
is_byokfalse
latency159
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.022718
cache_discount0.000576
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'm investigating the disappearances in Alborn. You were at the apple festival with that camera, right? See anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7801635991820041
tl0.6475409836065574
fr0.5757695343330702
it0.5287154756685664
nl0.5148916967509025
pt0.49625117150890347
ro0.4912446758163749
ms0.4897959183673469
es0.4890684410646388
no0.4720039292730845
de0.45376016260162605
ca0.4401041666666667
da0.4284954811270601
sv0.4260544580886279
sq0.40310938367573573
sl0.3878132118451025
et0.3661556603773585
hr0.30510665804783454
cs0.3028534370946822
az0.22939068100358423
yo0.2001488095238095
sk0.19233658903080392
lt0.1899020346646571
lv0.16146645865834633
fi0.154874213836478
pl0.12029459901800327
is0.11376751854905194
hu0.05866900175131349
tr0.05202821869488536
reliabletrue
passestrue
1
name"Marie"
dialogue"Monsieur... je ne parle pas anglais. Le festival des pommes, oui. J'ai vu une femme disparaître. Elle a crié, puis plus rien. C'était horrible, je tremble encore."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8075913940878083
ca0.49238578680203043
en0.4905048633626679
sl0.4799054373522459
it0.4734322642412638
es0.4675701839303001
ro0.4441637190500253
cs0.40860215053763443
sq0.4028230184581976
pt0.3895671476137625
hr0.375
lt0.36452917388792605
sk0.3540810334703465
da0.34328358208955223
nl0.327217125382263
de0.30774071743234743
hu0.29936305732484075
yo0.26861702127659576
no0.26813040585495673
tl0.2661774516344229
lv0.2612491605104097
ms0.2612491605104097
et0.24294562973158984
pl0.2286115007012623
sv0.22371206774876498
fi0.2181947405828003
az0.18998527245949925
eu0.1857883049592894
tr0.1729323308270677
is0.06382978723404256
vi0.05982905982905983
reliabletrue
passestrue
2
name"Hunter"
dialogue"Woman disappeared? Screamed? I don't speak a word of French. English? Missing person? Unusual event?"
detectedLang"en"
heavyLang"en"
scores
en0.7907043879907621
tl0.5866590649942988
no0.5156980627922512
nl0.4947735191637631
pt0.49229691876750703
da0.468475073313783
it0.468475073313783
ms0.46096654275092935
sv0.45488721804511284
ro0.4322631166797181
ca0.41437802907915994
is0.41437802907915994
de0.4124797406807132
es0.3943191311612364
fr0.3902439024390244
et0.3855932203389831
hr0.3845500848896435
sq0.3695652173913043
cs0.33608058608058605
yo0.3055555555555556
pl0.2857142857142857
hu0.2828882294757666
sk0.2647058823529412
az0.2617107942973524
fi0.23361522198731502
lt0.23036093418259024
tr0.22790202342917998
eu0.22376873661670238
lv0.2229367631296892
vi0.15501165501165504
sl0.11042944785276074
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
3
name"Marie"
dialogue"Non, seulement français. Mon appareil photo a tout pris. Une ombre sombre près des pommiers... elle l'a emportée. Je suis sous le choc."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8024582967515365
ca0.5607613469985359
en0.47735191637630664
it0.44064636420136727
nl0.39839572192513373
cs0.39065673662830064
ro0.3856655290102389
yo0.3780234968901175
sl0.3701889433170049
de0.3635077793493635
es0.3626062322946175
pt0.336283185840708
da0.3338267949666914
hr0.3197278911564626
pl0.3161094224924012
sk0.31297709923664124
tl0.305019305019305
hu0.3006993006993007
no0.2857142857142857
sv0.23076923076923078
eu0.20844327176781002
tr0.20634920634920634
sq0.19210053859964096
lv0.18404351767905713
az0.17883211678832117
et0.15730337078651685
hi0.14691943127962084
is0.12959381044487428
ms0.11937377690802348
lt0.0835030549898167
vi0.07216494845360825
fi0.06542056074766354
reliabletrue
passestrue
4
name"Hunter"
dialogue"Shadow by the apple trees? Camera caught it? That's our case. Show me the photos. People vanishing, no trace."
detectedLang"en"
heavyLang"en"
scores
en0.7909457900807382
tl0.5189117451891174
fr0.4806590257879656
es0.44015444015444016
it0.43359374999999994
ca0.41437802907915994
nl0.39126784214945426
sq0.3623570800351803
pt0.34566787003610105
ms0.3008678881388621
de0.28921568627450983
lv0.28430404738400794
no0.28075396825396826
pl0.2720883534136546
ro0.24479166666666666
sv0.24400417101147026
sk0.23844537815126046
cs0.23684210526315788
et0.21195652173913043
yo0.20154185022026433
da0.1844769403824522
hr0.12227602905569007
sl0.1082410824108241
tr0.1082410824108241
lt0.09937888198757763
hi0.09600997506234414
fi0.09375000000000001
reliabletrue
passestrue
5
name"Marie"
dialogue"Voici... tout le monde souriait, la fête, les pommes. Puis le vide. Comment c'est possible ? J'ai peur, je veux rentrer en France."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8098640239686563
en0.5554956896551724
es0.5429362880886427
ca0.5403899721448469
it0.5086360929124479
nl0.5033112582781457
tl0.4376278118609407
yo0.4123931623931624
da0.3902439024390244
no0.38524590163934425
ro0.38478747203579416
sl0.37876506024096385
de0.3113522537562604
hr0.3096234309623431
sv0.29906542056074764
cs0.2960750853242321
hu0.2960750853242321
sk0.2912371134020619
pt0.2775831873905429
sq0.25271739130434784
pl0.21652421652421652
is0.18958742632612968
tr0.17334669338677355
eu0.15816326530612246
az0.13249211356466878
et0.11290322580645161
fi0.0924092409240924
vi0.0924092409240924
ja0.08637873754152825
lv0.0667420814479638
ms0.0667420814479638
reliabletrue
passestrue
6
name"Hunter"
dialogue"Empty space, fear, France... student, yeah. This town of three thousand, now this. I need a translator, damn it."
detectedLang"en"
heavyLang"en"
scores
en0.7899159663865546
tl0.6057242990654206
no0.5457604306864065
sq0.5133381398702236
it0.5054945054945055
fr0.4791666666666667
nl0.47058823529411764
ro0.47058823529411764
da0.4668246445497631
hr0.4655581947743468
cs0.46
pl0.46
de0.45255474452554745
yo0.44168734491315137
sk0.4375
sv0.43561872909699
ca0.42845046570702794
et0.4026548672566372
lv0.3807339449541285
pt0.37788018433179726
sl0.37615526802218113
hu0.3427458617332035
es0.33758586849852795
az0.3283582089552239
is0.2976066597294485
lt0.29467084639498436
tr0.2879746835443038
ms0.26390403489640135
vi0.24665178571428573
eu0.24327354260089684
be0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
7
name"Marie"
dialogue"S'il vous plaît, aidez-moi. Juste des photos de paysages, pas ça. Mon cœur bat trop vite."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7821350762527233
ca0.5416348357524828
pt0.4805194805194805
de0.45404913557779797
nl0.42857142857142855
eu0.42028985507246375
da0.4157740993184031
es0.39209726443769
en0.39148073022312374
ro0.3325917686318131
sq0.3142857142857143
sv0.29494712103407755
no0.29245283018867924
tl0.2673992673992674
ms0.2628992628992629
et0.23954372623574144
lt0.22178988326848248
hi0.2052980132450331
tr0.14040114613180515
hu0.13916786226685796
yo0.13544668587896252
lv0.10581222056631893
it0.10044977511244377
az0.09502262443438914
reliabletrue
passestrue
8
name"Hunter"
dialogue"Help, landscapes, not this. Hold on—my phone."
detectedLang"en"
heavyLang"en"
scores
en0.7930775018811136
tl0.6372031662269129
da0.5166959578207382
fr0.4123931623931624
pl0.3902439024390244
nl0.3820224719101124
de0.3778280542986425
cs0.3692660550458715
sk0.3692660550458715
et0.358974358974359
fi0.3529411764705882
vi0.32598039215686275
is0.2930591259640103
no0.2838541666666667
sv0.2744063324538259
ca0.2647058823529412
hr0.24242424242424243
eu0.233983286908078
hi0.233983286908078
tr0.22096317280453256
yo0.21428571428571427
ms0.20289855072463767
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter. Another one? Woods? On my way. Miss, I have to leave. Stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8276522405208733
tl0.632952691680261
da0.55
pl0.5379876796714579
hr0.4886363636363637
cs0.46871310507674147
sk0.44785276073619634
no0.42455242966751916
yo0.39919893190921224
ca0.3967828418230563
sq0.3943472409152086
et0.3253373313343328
sv0.3161094224924012
lv0.2913385826771654
fr0.2868462757527734
sl0.2857142857142857
it0.2834394904458599
lt0.2706645056726094
fi0.25
ro0.24874791318864775
tr0.2227979274611399
es0.1818181818181818
de0.16356877323420074
hi0.15730337078651685
be0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
is0.12280701754385964
nl0.12280701754385964
pt0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
ms0.11591355599214145
reliabletrue
passestrue