Run: 2026-09-23-01M36V13KAJPH0TP48FH6B4FVP

Run Details

Model:
Grok 4.7 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
23.1s
Cost:
$0.007117
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: "Je regardais encore les photos du verger… et je n’arrive pas à croire ce que j’ai vu." Hunter: "Excuse me, miss. Detective Hunter. I need to ask you about what happened near the orchard last night." Marie: "Le verger, oui… il y avait une femme sous les pommiers. Elle m’a regardée, et puis… plus personne. Comme si le vent l’avait emportée." Hunter: "I’m sorry—I don’t speak French. English? Can you tell me what you saw?" Marie: "Vous ne comprenez pas. Mon Dieu. J’ai peur. Mes mains tremblent encore. Sur la photo, elle est là, et sur la suivante, il n’y a plus que les arbres." Hunter: "Photos? Your camera? I—look, I can see you’re upset, but I need a statement. A name, a direction, anything." Marie: "Elle a crié, je crois. Ou peut-être que c’était moi. Je ne sais plus. Personne ici ne parle ma langue, et je ne sais pas à qui me confier." Hunter: "Ma’am, slow down. Point. The orchard? The festival grounds? Just show me." Marie: "Là. Derrière la grange. Ne me laissez pas seule avec ça, s’il vous plaît. Ces images… elles ne devraient pas exister." Hunter: "That’s my phone. Dispatch. I have to take this—stay right here. I’ll find someone who can translate and come straight back."
created_at"2026-09-23T09:54:55.221Z" 9/23/2026, 9:54:55 AM
model"x-ai/grok-4.7-20260916"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency667
moderation_latency(null)
generation_time23012
tokens_prompt303
tokens_completion534
native_tokens_prompt1508
native_tokens_completion1268
native_tokens_completion_images(null)
native_tokens_reasoning929
native_tokens_cached1152
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"
usage0.0071168
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1790157295-WUvgQG3hprQbwXSGUwTK"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1790157295-IiDF5zFMAvHkvdzoozxK"
upstream_id"6e136867-63de-9269-9eb5-511590cc41a7"
provider_responses
0
endpoint_id"c942f37a-87e1-4fa8-83d0-8c67fda4fb4a"
id"6e136867-63de-9269-9eb5-511590cc41a7"
is_byokfalse
latency394
model_permaslug"x-ai/grok-4.7-20260916"
provider_name"xAI"
status200
total_cost0.0071168
cache_discount0.0013824
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"Je regardais encore les photos du verger… et je n’arrive pas à croire ce que j’ai vu."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8096253426743831
ca0.5768449559918755
pt0.47829716193656097
en0.4769874476987448
es0.46074201898188094
no0.43946188340807174
nl0.4318181818181818
de0.42343173431734316
da0.4131455399061033
lt0.3699596774193548
it0.3265086206896552
sq0.32138979370249726
yo0.31167400881057267
tl0.27662037037037035
ro0.25595238095238093
sv0.23218673218673216
tr0.22360248447204967
az0.21875
sl0.21679197994987467
hr0.21482412060301506
et0.20076726342711
cs0.19041450777202074
sk0.1883116883116883
eu0.18513689700130379
vi0.1367403314917127
pl0.1270949720670391
ms0.11847672778561354
hi0.10968660968660969
lv0.10201149425287356
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter. I need to ask you about what happened near the orchard last night."
detectedLang"en"
heavyLang"en"
scores
en0.8085649461145773
tl0.6443624868282402
no0.5253164556962026
fr0.46343402225755165
da0.4538834951456311
sq0.43133951137320975
nl0.40789473684210525
it0.38969258589511757
yo0.375
ro0.37267657992565056
cs0.36380772855796417
ca0.3583650190114069
et0.3565300285986654
sv0.3433852140077821
sl0.3316831683168317
hr0.3229689067201605
de0.32228915662650603
pt0.32228915662650603
es0.29319371727748694
pl0.27884615384615385
ms0.24665178571428573
sk0.23208191126279862
lv0.21511627906976746
lt0.1983372921615202
tr0.16044776119402984
fi0.09999999999999999
be0.09395973154362416
hu0.09029649595687331
az0.08536585365853659
is0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
2
name"Marie"
dialogue"Le verger, oui… il y avait une femme sous les pommiers. Elle m’a regardée, et puis… plus personne. Comme si le vent l’avait emportée."
detectedLang"fr"
heavyLang"fr"
scores
fr0.805386071954555
it0.5496592015579357
ca0.532119372787051
ro0.4222361024359775
da0.42006269592476486
es0.4171392564587272
no0.40970006381620927
en0.38415446071904125
nl0.32580174927113703
de0.3158284023668639
et0.3008314436885865
tl0.29443173150266966
tr0.26703645007923926
sl0.24612876935615322
cs0.21610169491525424
az0.2127659574468085
pl0.2107508532423208
yo0.2094017094017094
sv0.20464316423043852
sq0.1799645390070922
sk0.16440831074977416
hu0.14825046040515655
pt0.14272474513438368
lv0.1387337057728119
lt0.13470533208606175
vi0.09579667644183773
fi0.09135559921414539
ms0.08687068114511352
is0.06376518218623482
hr0.059959349593495935
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m sorry—I don’t speak French. English? Can you tell me what you saw?"
detectedLang"en"
heavyLang"en"
scores
en0.8109828889773181
tl0.6286161063330726
it0.4391971664698937
no0.4010088272383354
sq0.3725231175693527
pt0.3716931216931217
ms0.35020519835841313
ca0.3115942028985507
da0.30758017492711365
hr0.30758017492711365
sv0.3065693430656934
es0.29629629629629634
cs0.27811550151975684
ro0.2543171114599686
et0.24960505529225907
tr0.23633440514469453
az0.22764227642276424
pl0.2096505823627288
fr0.1607773851590106
sl0.15630550621669628
yo0.15480427046263345
nl0.15026833631484796
fi0.13636363636363635
de0.1316270566727605
sk0.1316270566727605
be0.12844036697247707
hu0.12361623616236161
is0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
4
name"Marie"
dialogue"Vous ne comprenez pas. Mon Dieu. J’ai peur. Mes mains tremblent encore. Sur la photo, elle est là, et sur la suivante, il n’y a plus que les arbres."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8197781885397412
ca0.6278625954198473
es0.5880861850443599
ro0.5132301547678482
tl0.47636949516648763
it0.4703965236284628
en0.4698205546492659
pt0.4328097731239092
sq0.4062119366626066
lt0.3280496209510682
no0.3172268907563025
da0.31386347642505275
hu0.25057647963105306
nl0.2494226327944573
sl0.2459396751740139
vi0.24183514774494555
cs0.2364917776037588
yo0.23469387755102045
et0.23046566692975531
lv0.2111650485436893
tr0.2073170731707317
fi0.1968698517298188
ms0.19421487603305784
hr0.1875
de0.18341708542713567
eu0.1779089376053963
az0.15948275862068964
hi0.13716814159292035
sv0.12556053811659193
sk0.11764705882352942
pl0.09722222222222222
is0.07142857142857142
reliabletrue
passestrue
5
name"Hunter"
dialogue"Photos? Your camera? I—look, I can see you’re upset, but I need a statement. A name, a direction, anything."
detectedLang"en"
heavyLang"en"
scores
en0.7955165101484398
fr0.612736660929432
tl0.6054938632378726
ca0.5445344129554657
ro0.5154343144292892
nl0.4996293550778354
sv0.4970193740685544
it0.4901812688821752
de0.4783616692426585
da0.47224394057857705
no0.458700882117081
sq0.4573954983922829
et0.4521103896103896
es0.4444444444444444
pt0.40423654015887023
hr0.3946188340807175
yo0.38636363636363635
ms0.3773062730627306
az0.3691588785046729
lt0.35406698564593303
cs0.34971098265895956
pl0.3484555984555985
tr0.33888344760039174
lv0.33102081268582756
sk0.32432432432432434
hu0.2976066597294485
fi0.2702702702702703
sl0.24581005586592178
eu0.19642857142857142
is0.16974169741697415
vi0.1646039603960396
hi0.10239361702127658
zh0.10239361702127658
be0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
6
name"Marie"
dialogue"Elle a crié, je crois. Ou peut-être que c’était moi. Je ne sais plus. Personne ici ne parle ma langue, et je ne sais pas à qui me confier."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8285322359396433
it0.5696015740285293
pt0.5353159851301116
ca0.5176405733186329
es0.46220036877688997
ro0.45786864931846344
nl0.43255512321660183
sq0.42959582790091266
sl0.41432396251673365
et0.41275167785234906
lt0.38466947960618847
yo0.3829337094499295
en0.3803116147308782
ms0.37899219304471254
no0.375
da0.37230989956958394
hr0.3718592964824121
sk0.3570903747244673
cs0.3556701030927836
de0.33962264150943394
hu0.33962264150943394
pl0.3289877300613497
tl0.3005595523581135
lv0.2597292724196278
tr0.25341296928327645
sv0.24633936261843237
fi0.2052679382379655
is0.2023701002734731
az0.18528864059590316
eu0.14467253176930597
vi0.14467253176930597
reliabletrue
passestrue
7
name"Hunter"
dialogue"Ma’am, slow down. Point. The orchard? The festival grounds? Just show me."
detectedLang"en"
heavyLang"en"
scores
en0.7505868544600939
tl0.6648264984227129
fr0.6339362618432386
nl0.5430107526881721
no0.5131729667812142
da0.49584816132858833
sv0.46941323345817726
pt0.4627054361567636
sq0.4558258642765685
ms0.44516971279373363
et0.42876344086021506
es0.4014084507042254
ca0.3997175141242938
it0.39544807965860596
sl0.3928571428571429
hr0.3210862619808307
cs0.3055555555555556
pl0.2672413793103448
de0.25438596491228066
fi0.24511545293072823
lt0.22867513611615245
az0.21731123388581952
ro0.21731123388581952
sk0.21731123388581952
yo0.20112781954887218
hu0.1361788617886179
lv0.1290983606557377
reliabletrue
passestrue
8
name"Marie"
dialogue"Là. Derrière la grange. Ne me laissez pas seule avec ça, s’il vous plaît. Ces images… elles ne devraient pas exister."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8190098085007006
ca0.6101609657947688
nl0.5257037943696451
es0.49046679815910593
ro0.4812583668005355
en0.47635135135135137
sq0.45993031358885017
no0.45690259285213736
de0.44603288062902074
da0.4250741839762611
it0.4097486671744097
pt0.38686708860759494
lt0.3324720068906115
tl0.31957857769973663
sl0.30617726051924804
tr0.2633079847908745
et0.26260704091341575
sv0.26190476190476186
hu0.2569511025886865
yo0.24168297455968688
vi0.23720472440944884
hr0.2357001972386588
ms0.22962226640159045
cs0.22188755020080322
sk0.21239837398373984
fi0.17377398720682302
pl0.15021929824561403
lv0.11731207289293849
reliabletrue
passestrue
9
name"Hunter"
dialogue"That’s my phone. Dispatch. I have to take this—stay right here. I’ll find someone who can translate and come straight back."
detectedLang"en"
heavyLang"en"
scores
en0.8208469055374592
tl0.6261893973719982
da0.48340638697557925
it0.48243412797992474
no0.3947175348495965
sq0.39293598233995586
cs0.39248895434462444
sk0.3820224719101124
pl0.3778280542986425
fr0.37452615617892343
hr0.3687834736036725
de0.3462757527733756
ro0.3415802075019952
yo0.3248772504091653
ca0.3153526970954357
sv0.3037974683544304
sl0.2954739538855679
lv0.2807323452484743
nl0.27568042142230026
lt0.2673179396092362
vi0.2560865644724977
tr0.24588665447897623
az0.23822714681440443
pt0.23822714681440443
es0.23327137546468402
et0.17992047713717693
is0.13612565445026178
ms0.12882787750791974
be0.0782122905027933
eu0.07511210762331838
hu0.07511210762331838
uk0.07094594594594594
reliabletrue
passestrue