Run: 2026-09-01-01M1EMDCFFFTEQRRVHKRQD7T4J

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2m 28s
Cost:
$0.033422
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Hunter: "Ma'am. Detective Hunter. Investigating disappearances in Alborn. That camera. Photograph anything unusual? Apple festival, the lake, the woods?" Melanie: "Entschuldigung, ich spreche kein Englisch. Ich bin Melanie aus Deutschland. Aber ja... die Verschwundenen. Gestern Abend am See, ich habe fotografiert, da war ein Mann, und im nächsten Moment war er einfach fort. Es hat mich zutiefst erschüttert, ich zittere noch." Hunter: "No German. None. Lake, man gone in a second? That's the pattern. Show the photos." Melanie: "Die Fotos, ja. Sehen Sie: hier steht er noch, lächelt fast. Dann klick – nur noch Bäume und Wasser. Wie ein Geist. Ich habe solche Angst, dass es wieder passiert." Hunter: "There, then empty. Fits every case. Small town, three thousand souls, now fewer. Those shots matter. Need a look." Melanie: "Ich verstehe Sie nicht. Bitte, es ist kein Scherz. Ich wollte nur Landschaften machen, schöne Natur. Jetzt das. Diese Stadt hat etwas Dunkles, trotz des Apfelfestivals." Hunter: "Dark, yeah. Got a call. Have to take it. Another possible site. Leaving now. Station on Main Street if those pictures show more. Don't leave town." Melanie: "Ein Anruf? Sie gehen schon? Die Kamera hat die Beweise. Ich... ich habe Angst, allein zu bleiben. Kommen Sie bitte zurück."
created_at"2026-09-01T14:01:49.305Z" 9/1/2026, 2:01:49 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency624
moderation_latency(null)
generation_time147546
tokens_prompt306
tokens_completion860
native_tokens_prompt472
native_tokens_completion5413
native_tokens_completion_images(null)
native_tokens_reasoning5083
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"
usage0.033422
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788271309-AOToXqF5b9uw3oGAj5Aw"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788271309-VcfbXoVCMAALROLEk0qq"
upstream_id"5372e3f4-7f8a-98dd-8725-003b0e2a5a3b"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"5372e3f4-7f8a-98dd-8725-003b0e2a5a3b"
is_byokfalse
latency624
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.033422
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"Ma'am. Detective Hunter. Investigating disappearances in Alborn. That camera. Photograph anything unusual? Apple festival, the lake, the woods?"
detectedLang"en"
heavyLang"en"
scores
en0.7639796659404502
tl0.61
fr0.6054229057061918
it0.5359352689195621
nl0.5201771653543307
ro0.5156482861400895
pt0.4989722507708119
es0.4873817034700315
ms0.4715447154471545
ca0.46428571428571425
de0.45652173913043476
sv0.4500846023688663
no0.3970315398886827
sl0.3781887755102041
sq0.3721828718609144
da0.36357702349869453
hr0.3261921216309606
cs0.2851906158357771
et0.2674680691209617
az0.24710424710424708
sk0.20796100731112918
lt0.20537897310513448
lv0.1751269035532995
yo0.16666666666666666
pl0.13101604278074866
is0.12398921832884095
fi0.11121239744758432
hi0.07319391634980989
hu0.06429942418426103
tr0.05705996131528047
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung, ich spreche kein Englisch. Ich bin Melanie aus Deutschland. Aber ja... die Verschwundenen. Gestern Abend am See, ich habe fotografiert, da war ein Mann, und im nächsten Moment war er einfach fort. Es hat mich zutiefst erschüttert, ich zittere noch."
detectedLang"de"
heavyLang"de"
scores
de0.8004527043126043
nl0.5474196163199135
no0.4885496183206107
ca0.3981315127560187
da0.3862220593624038
en0.3688771665410701
ro0.3681629573745756
is0.3400315208825847
sv0.33768287860814555
sk0.3347895154884829
pl0.31183237469186526
it0.2979882648784577
es0.2820402914702101
ms0.25753546099290775
hr0.25356506238859183
tr0.25022381378692926
sl0.24242424242424243
pt0.225254394079556
fr0.22381835032437444
sq0.2202048417132216
et0.21027817067421029
lv0.20915958451369215
eu0.19664268585131894
hu0.19471153846153846
tl0.19471153846153846
yo0.19003868471953578
lt0.1864983001457018
fi0.17771232204221896
az0.14627930682976553
cs0.1352607124419205
hi0.04937570942111238
vi0.03624856156501727
reliabletrue
passestrue
2
name"Hunter"
dialogue"No German. None. Lake, man gone in a second? That's the pattern. Show the photos."
detectedLang"en"
heavyLang"en"
scores
en0.8047677764077271
tl0.6837549933422103
nl0.5994940978077572
it0.5781527531083481
de0.5514636449480642
fr0.534769833496572
sv0.5333988212180746
ro0.5211693548387096
pt0.47802197802197804
ca0.47280799112097677
es0.46868008948545864
lv0.4444444444444444
no0.42839951865222625
sq0.4025157232704403
yo0.39797211660329534
ms0.37582128777923784
da0.370026525198939
pl0.3572395128552098
lt0.35020519835841313
sl0.33936022253129344
tr0.33098591549295775
az0.32045779685264664
sk0.31752873563218387
hr0.309593023255814
hu0.24722662440570525
cs0.21746293245469525
hi0.1394927536231884
is0.13636363636363635
eu0.12844036697247707
vi0.12844036697247707
et0.1171003717472119
fi0.1171003717472119
reliabletrue
passestrue
3
name"Melanie"
dialogue"Die Fotos, ja. Sehen Sie: hier steht er noch, lächelt fast. Dann klick – nur noch Bäume und Wasser. Wie ein Geist. Ich habe solche Angst, dass es wieder passiert."
detectedLang"de"
heavyLang"de"
scores
de0.8243853487205218
nl0.49976179132920434
no0.4819930932412433
da0.4246575342465754
ca0.3538461538461538
sv0.34984520123839014
pl0.34944237918215615
et0.3181818181818182
lv0.29577464788732394
it0.2693110647181628
fr0.2589978828510938
es0.2563739376770538
en0.23857868020304565
is0.2335766423357664
pt0.23301680058436813
sk0.20754716981132076
fi0.18667699457784664
lt0.1822429906542056
ms0.13580246913580246
yo0.13437757625721353
sl0.12280701754385964
sq0.11616161616161616
eu0.09871244635193134
hu0.08854166666666667
tr0.0625
cs0.05998209489704566
hr0.05998209489704566
az0.053201082055906214
ro0.053201082055906214
reliabletrue
passestrue
4
name"Hunter"
dialogue"There, then empty. Fits every case. Small town, three thousand souls, now fewer. Those shots matter. Need a look."
detectedLang"en"
heavyLang"en"
scores
en0.7830954380072768
tl0.40108191653786707
no0.3844320889594917
fr0.353628023352794
de0.34709351305812974
it0.3213660245183888
ro0.27906976744186046
sq0.24390243902439027
sv0.24316406250000003
sk0.2288557213930348
et0.20675537359263052
da0.1935483870967742
nl0.17289220917822837
hu0.16756176154672395
fi0.1594360086767896
pt0.15300546448087432
ca0.14928649835345773
cs0.14553472987872104
es0.14553472987872104
yo0.1331096196868009
hr0.1262683201803833
pl0.11931818181818182
sl0.10404624277456648
lt0.09568261376896149
tr0.0903755868544601
is0.08823529411764706
az0.08284023668639054
eu0.08284023668639054
lv0.08284023668639054
vi0.08284023668639054
ms0.07517899761336516
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich verstehe Sie nicht. Bitte, es ist kein Scherz. Ich wollte nur Landschaften machen, schöne Natur. Jetzt das. Diese Stadt hat etwas Dunkles, trotz des Apfelfestivals."
detectedLang"de"
heavyLang"de"
scores
de0.8158307210031348
nl0.4952749140893471
sv0.3870631194574856
da0.3617599130907116
en0.34467373117679867
no0.34430803571428575
ca0.3297204791785511
pt0.3080094228504123
fr0.3034973325429757
it0.3010113027959547
es0.26424546023794615
ro0.2623979912115505
sk0.2501595405232929
ms0.2409560723514212
tl0.2409560723514212
pl0.233529028049576
lt0.22133863485752156
et0.21614409606404267
hu0.18232428670842032
sq0.18004187020237264
is0.1719520789288231
hr0.1510115606936416
sl0.14916727009413466
tr0.1276911655530809
cs0.1218236173393124
eu0.11119515885022693
lv0.09266409266409267
az0.09126063418406806
hi0.08274785323965651
reliabletrue
passestrue
6
name"Hunter"
dialogue"Dark, yeah. Got a call. Have to take it. Another possible site. Leaving now. Station on Main Street if those pictures show more. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8207885304659498
fr0.6056091148115688
tl0.5772663222170032
da0.44512946979038226
ca0.438552713661884
nl0.40318302387267907
yo0.38482570061517435
no0.3844049247606019
hr0.3644067796610169
sl0.3626062322946175
ro0.358974358974359
lv0.3492407809110629
sk0.3487698986975398
sv0.3473531544597534
de0.34687953555878087
cs0.3382352941176471
pl0.3333333333333333
et0.3248312078019505
pt0.3171471927162367
it0.3124522536287242
sq0.29906542056074764
es0.27184466019417475
lt0.26229508196721313
fi0.24686192468619247
hu0.14772727272727273
tr0.13127413127413126
is0.12959381044487428
az0.1287512100677638
ms0.11937377690802348
hi0.08536585365853659
zh0.07881269191402251
eu0.07216494845360825
vi0.07216494845360825
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ein Anruf? Sie gehen schon? Die Kamera hat die Beweise. Ich... ich habe Angst, allein zu bleiben. Kommen Sie bitte zurück."
detectedLang"de"
heavyLang"de"
scores
de0.8236438822670883
nl0.6102150537634409
no0.5364450127877237
da0.43928847641144625
et0.35669920141969835
sv0.33910665451230626
sk0.2757242757242757
hu0.2676767676767676
fi0.26693629929221435
it0.24557752341311131
pl0.23844537815126046
tl0.23684210526315788
es0.19623059866962306
en0.19533851276359598
fr0.18994413407821228
cs0.186307519640853
tr0.16857798165137614
ms0.16281755196304848
eu0.13690476190476192
ca0.12333736396614269
is0.1082410824108241
yo0.1082410824108241
hr0.09600997506234414
ro0.0903387703889586
sl0.08690176322418136
reliabletrue
passestrue