Run: 2026-09-01-01M1EKZTBSKTY5D0QTRCWRN7W8

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
29.3s
Cost:
$0.008576
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
Marie: "Pardon, monsieur ? Je... j'ai vu quelque chose d'horrible près des vergers. Des ombres, des silhouettes qui disparaissaient dans le brouillard. Mes photos... elles montrent tout. C'était terrifiant !" Hunter: "Excuse me, miss. Detective Hunter. I saw you with that camera. Did you catch anything unusual around the apple festival grounds last night? We've had some folks go missing." Marie: "Je ne comprends pas... anglais ? Non, je parle seulement français. Regardez ! Ici, sur l'écran. Une femme... elle était là, puis plus rien. Le festival des pommes, n'est-ce pas ? Quelqu'un a disparu !" Hunter: "Whoa, slow down. I don't speak a word of French. English? Can you try English? What photos? This is important for the investigation." Marie: "Les disparitions... j'ai tout photographié. Des traces dans l'herbe, une lanterne abandonnée. J'ai peur, monsieur. Aidez-moi, s'il vous plaît. Montrez ça à la police !" Hunter: "Photos of the orchard? Yeah, that's exactly what I need. But I can't understand you. Maybe point to the pictures? Stay right there." Marie: "Attendez, ne partez pas ! C'est lié aux pommes, au festival annuel. Une ombre a emporté quelqu'un. Voyez par vous-même !" Hunter: "Hold on—my phone. Hello? Yeah, I'm at the cafe. Got a possible witness but... language barrier. On my way. Sorry, miss, I have to run. Don't go anywhere."
created_at"2026-09-01T13:54:24.768Z" 9/1/2026, 1:54:24 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency563
moderation_latency(null)
generation_time29294
tokens_prompt303
tokens_completion533
native_tokens_prompt472
native_tokens_completion1304
native_tokens_completion_images(null)
native_tokens_reasoning941
native_tokens_cached128
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"
usage0.008576
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788270864-O3816LOZByawqpoJJWbT"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788270864-TP90NncIoFAZzrYQHPVV"
upstream_id"b1cb60a8-5425-9e1b-a708-216d33115273"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"b1cb60a8-5425-9e1b-a708-216d33115273"
is_byokfalse
latency494
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.008576
cache_discount0.000192
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"Marie"
dialogue"Pardon, monsieur ? Je... j'ai vu quelque chose d'horrible près des vergers. Des ombres, des silhouettes qui disparaissaient dans le brouillard. Mes photos... elles montrent tout. C'était terrifiant !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7803311929705982
ca0.5633187772925764
en0.5099886920467395
de0.4498518831993229
es0.4333042720139495
it0.4122965641952984
nl0.38065745593139594
no0.358974358974359
da0.3404363267376966
ro0.3114406779661017
pt0.2713004484304933
tl0.26345609065155806
hu0.25968109339407747
lt0.2415402567094516
sk0.21733895243829018
yo0.20924574209245742
et0.19753086419753088
sv0.1960420531849103
cs0.19554455445544552
sq0.18648310387984982
fi0.18392969240426868
sl0.18238993710691823
hr0.15032679738562094
tr0.1419141914191419
pl0.10344827586206896
az0.09659485753995829
hi0.05591866376180102
lv0.051787016776075855
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter. I saw you with that camera. Did you catch anything unusual around the apple festival grounds last night? We've had some folks go missing."
detectedLang"en"
heavyLang"en"
scores
en0.7799885211402334
tl0.6368803283864856
fr0.5110544217687075
nl0.4763205828779599
it0.46759259259259256
sv0.46261682242990654
no0.4492337164750958
ms0.44309927360774815
da0.43655071043606075
sq0.41594718131030983
es0.407521895929933
ca0.39695857367593074
de0.37397931409907453
ro0.3705528188286809
pt0.3660418963616317
et0.31425163983303517
cs0.2776381909547738
hr0.26140012845215155
sl0.2585428755641522
yo0.23076923076923078
pl0.20525224602626124
az0.17621776504297992
fi0.1581259150805271
is0.1575091575091575
sk0.1417910447761194
lt0.14115011202389843
hu0.1043613707165109
tr0.10086004691164972
lv0.0987460815047022
be0.05737704918032788
uk0.05193734542456719
vi0.05193734542456719
reliabletrue
passestrue
2
name"Marie"
dialogue"Je ne comprends pas... anglais ? Non, je parle seulement français. Regardez ! Ici, sur l'écran. Une femme... elle était là, puis plus rien. Le festival des pommes, n'est-ce pas ? Quelqu'un a disparu !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8102960868918315
it0.5597375690607735
ca0.5457784111150694
ro0.5137299771167049
en0.4982290436835891
es0.48233861144945184
sl0.4370860927152318
nl0.42978533094812166
cs0.41190036900369004
pt0.4014084507042254
hr0.38554216867469876
de0.3846525096525097
sq0.3843553838725253
sk0.36661698956780925
tl0.36249999999999993
lt0.35993975903614456
da0.3573588709677419
yo0.3324607329842932
no0.32575356953992596
hu0.3210862619808307
pl0.2663981588032221
lv0.26001160766105635
ms0.26001160766105635
sv0.2595818815331011
tr0.2328519855595668
az0.2314647377938517
et0.21683046683046683
fi0.19405815423514539
eu0.15674603174603174
vi0.1511318242343542
is0.09510290986515259
reliabletrue
passestrue
3
name"Hunter"
dialogue"Whoa, slow down. I don't speak a word of French. English? Can you try English? What photos? This is important for the investigation."
detectedLang"en"
heavyLang"en"
scores
en0.8160919540229885
tl0.6505024027959808
fr0.5656894679695983
no0.5498030388294879
da0.528023598820059
nl0.5260663507109005
ca0.5200959808038392
pt0.5085995085995086
ro0.5055624227441285
it0.4528043775649795
es0.45054945054945056
sv0.4467496542185339
yo0.4440583738707436
de0.40119760479041916
sq0.36958234830575254
hr0.36507936507936506
cs0.357429718875502
lt0.3453355155482815
is0.32318104906937395
hu0.32030586236193714
sk0.2982456140350877
az0.2907801418439716
tr0.2753623188405797
ms0.25650557620817843
lv0.25512104283054005
et0.24170616113744076
pl0.22405431619786614
sl0.2125984251968504
fi0.20318725099601595
vi0.14255091103965703
hi0.08779931584948689
zh0.08779931584948689
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
4
name"Marie"
dialogue"Les disparitions... j'ai tout photographié. Des traces dans l'herbe, une lanterne abandonnée. J'ai peur, monsieur. Aidez-moi, s'il vous plaît. Montrez ça à la police !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7949256009156811
ca0.5511482254697286
en0.533420138888889
es0.4333157617290458
it0.4007803790412486
tl0.37933025404157045
de0.36428149024246015
pt0.358974358974359
ro0.3476941747572816
da0.3429095354523227
no0.32432432432432434
sq0.3005855562784645
sk0.255024255024255
sv0.23378474697077692
eu0.23104434907010016
yo0.2013372956909361
cs0.18929110105580693
hr0.17434715821812594
ms0.14478918058870327
sl0.13096200485044462
fi0.11740558292282431
tr0.10862354892205639
et0.07646048109965636
lv0.07646048109965636
pl0.07566638005159072
lt0.07487091222030981
nl0.07407407407407407
vi0.0724762726488352
hi0.06684027777777778
az0.06521739130434782
hu0.06521739130434782
reliabletrue
passestrue
5
name"Hunter"
dialogue"Photos of the orchard? Yeah, that's exactly what I need. But I can't understand you. Maybe point to the pictures? Stay right there."
detectedLang"en"
heavyLang"en"
scores
en0.8134328358208955
tl0.6088357109986194
no0.5306460519050249
da0.5200451722190852
fr0.5123350545037292
de0.46741854636591484
nl0.4162087912087912
yo0.3786549707602339
sv0.36990363232023726
pl0.33645589383294305
cs0.3189102564102564
ro0.3167202572347267
sq0.31451612903225806
ca0.30838079739625707
lv0.2851135407905803
et0.2608695652173913
sk0.2563429571303587
hr0.23076923076923078
lt0.2251595259799453
is0.2100371747211896
es0.15674603174603174
sl0.12461380020597322
it0.11917098445595854
pt0.08602150537634409
ms0.08405172413793104
hi0.08306364617044228
be0.07608695652173912
tr0.07608695652173912
hu0.07306434023991276
az0.06900328587075576
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
6
name"Marie"
dialogue"Attendez, ne partez pas ! C'est lié aux pommes, au festival annuel. Une ombre a emporté quelqu'un. Voyez par vous-même !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7947454844006568
ca0.5605223505775992
it0.5399579390115667
es0.4693753790175864
en0.46384803921568624
pt0.43910256410256415
ro0.42244224422442245
da0.4015047879616963
tl0.396551724137931
cs0.3820621468926554
lv0.3811881188118812
sq0.3691420331651046
nl0.3640988372093023
hr0.3603801169590643
lt0.3566176470588235
sl0.3504083147735709
no0.34944237918215615
et0.3269230769230769
sv0.32117920868890615
ms0.31156569630212433
de0.3055555555555556
hu0.29605792437650846
sk0.2622259696458685
tr0.25721561969439727
az0.23447069116360456
yo0.23043095866314864
pl0.21383647798742136
fi0.19651056014692378
eu0.14634146341463414
is0.07894736842105263
vi0.07407407407407407
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hold on—my phone. Hello? Yeah, I'm at the cafe. Got a possible witness but... language barrier. On my way. Sorry, miss, I have to run. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.7895986189037548
tl0.6282882195958827
da0.562780269058296
fr0.5083207261724659
no0.4645799011532125
yo0.4613259668508287
ca0.43965517241379315
it0.4033047735618115
pl0.39999999999999997
cs0.3825205826472451
de0.35344827586206895
sk0.336734693877551
hr0.3181818181818182
sv0.31386347642505275
pt0.31095406360424027
ro0.29906542056074764
es0.2903930131004367
sq0.2707554225878833
et0.26856714178544633
lv0.25287356321839083
nl0.2447714949651433
lt0.24242424242424243
fi0.2388758782201405
is0.23409269442262373
vi0.21434327155519742
eu0.20278004905968927
ms0.18952618453865336
hu0.18614357262103506
sl0.1779089376053963
tr0.13101604278074866
az0.12003610108303249
hi0.07932011331444759
be0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue