Run: 2026-09-01-01M1EM5VMC68TTTYBCFVFRJ6AF

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
58.2s
Cost:
$0.014012
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: "Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn, especially anything tied to the apple festival. You with the camera—see anything unusual lately?" Melanie: "Verschwinden? Oh Gott, ja... ich habe es mit der Kamera festgehalten. Die Leute waren da, und dann... einfach weg. Schatten, nichts mehr. Es ist so schrecklich, ich zittere noch." Hunter: "Whoa, hold on. I don't speak a word of German. English? Anything? You're clearly shaken—did you photograph something?" Melanie: "Nein, kein Englisch. Bitte, schauen Sie die Bilder. Der Mann am Obstgarten, lächelnd, dann... fort wie Rauch. Ich wollte nur Landschaften, nicht das." Hunter: "Photos of a man vanishing near the orchard? That tracks with the reports. Name's Hunter, former marine. You're safe talking to me, even if I can't follow. Point at the camera if it helps." Melanie: "Melanie... ich heiße Melanie. Aus Deutschland, Studium hier. Aber Alborn fühlt sich falsch an. Die Äpfel, das Festival, alles zu still danach. Ich habe Angst, mehr zu sehen." Hunter: "Melanie from Germany, got it. Festival went quiet after, yeah. We'll get a translator. Just stay calm—" Hunter: "Damn, phone. I have to take this. Don't leave the cafe—I'll be back."
created_at"2026-09-01T13:57:42.697Z" 9/1/2026, 1:57:42 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency556
moderation_latency(null)
generation_time58124
tokens_prompt306
tokens_completion704
native_tokens_prompt472
native_tokens_completion2210
native_tokens_completion_images(null)
native_tokens_reasoning1903
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"
usage0.014012
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788271062-mEw7Wnu3NlhIiEdiume8"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788271062-nRlUb2P9JXjdwDd0gbJd"
upstream_id"816c083f-da49-9a6c-9a9f-37e444aa2ffa"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"816c083f-da49-9a6c-9a9f-37e444aa2ffa"
is_byokfalse
latency556
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.014012
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"Hunter"
dialogue"Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn, especially anything tied to the apple festival. You with the camera—see anything unusual lately?"
detectedLang"en"
heavyLang"en"
scores
en0.7709224190592547
tl0.6164336856460961
fr0.5517928286852589
pt0.5310546060858691
es0.5239102835378756
it0.5035304501323918
nl0.49301487156376744
ca0.4822825586746433
ro0.46326335877862596
ms0.4596541786743516
no0.44825895046591463
de0.39935931660437807
sq0.39222042139384117
sv0.38050660792951546
da0.37010078387458006
sl0.3654822335025381
et0.3556701030927836
cs0.347069065583285
hr0.34325744308231176
sk0.3247298919567827
lt0.24037812288993923
lv0.22627235213204952
fi0.19642857142857142
pl0.1958541815582559
yo0.17823228634039445
az0.1734019103600294
is0.10926365795724466
eu0.08462164361269324
hi0.06328059950041631
hu0.05620805369127517
tr0.049831081081081086
reliabletrue
passestrue
1
name"Melanie"
dialogue"Verschwinden? Oh Gott, ja... ich habe es mit der Kamera festgehalten. Die Leute waren da, und dann... einfach weg. Schatten, nichts mehr. Es ist so schrecklich, ich zittere noch."
detectedLang"de"
heavyLang"de"
scores
de0.8262792166771952
nl0.6325985303941216
no0.4897959183673469
da0.48908499767765906
sv0.4538232373386296
tr0.3571011104617183
ca0.3487270574304322
sl0.34210526315789475
es0.31719428926132837
it0.3150684931506849
sk0.28664072632944226
hu0.24965893587994542
yo0.2486338797814208
eu0.24812030075187969
ro0.2403314917127072
pl0.2258972554539057
en0.22371206774876498
lv0.21316165951359084
is0.20863309352517986
tl0.2040520984081042
sq0.20347574221578568
hr0.19413919413919412
fi0.1905813097866078
pt0.1905813097866078
cs0.1791044776119403
lt0.17355371900826447
az0.1691842900302115
et0.16222391469916222
ms0.15384615384615385
vi0.1283676703645008
fr0.09983633387888707
hi0.087893864013267
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on. I don't speak a word of German. English? Anything? You're clearly shaken—did you photograph something?"
detectedLang"en"
heavyLang"en"
scores
en0.8146819703491153
tl0.5509849362688297
no0.38686708860759494
ro0.37348423605497166
ca0.37094155844155846
sv0.3568464730290456
fr0.3557772236076476
hr0.3465430016863406
nl0.33873720136518776
da0.33760683760683763
yo0.33704020530367834
cs0.33476394849785407
sq0.32667245873153783
it0.29481346678798903
pl0.2889908256880734
de0.27705223880597013
ms0.2674858223062382
es0.26540284360189575
et0.26540284360189575
sk0.2633079847908745
is0.22654690618762477
hu0.22344689378757512
pt0.21953675730110775
tr0.21875
fi0.21558704453441296
az0.20756646216768918
hi0.17200854700854698
lt0.15760869565217392
lv0.14647577092511013
vi0.14647577092511013
sl0.10404624277456648
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
3
name"Melanie"
dialogue"Nein, kein Englisch. Bitte, schauen Sie die Bilder. Der Mann am Obstgarten, lächelnd, dann... fort wie Rauch. Ich wollte nur Landschaften, nicht das."
detectedLang"de"
heavyLang"de"
scores
de0.8204158790170133
nl0.5967741935483871
no0.49279231179925254
da0.43113772455089816
sv0.4297719087635054
en0.3155619596541787
pl0.24302788844621515
eu0.22194922194922193
ms0.2030201342281879
ca0.1908006814310051
ro0.17606244579358196
sk0.1746307558644657
is0.16812609457092817
tr0.15254237288135594
pt0.14874551971326164
es0.1340018231540565
az0.11380597014925374
et0.10630291627469426
cs0.09523809523809525
sl0.08916586768935762
yo0.08477842003853564
hi0.08389585342333654
fi0.08123791102514508
fr0.07497565725413825
it0.07317073170731707
ru0.072265625
hr0.07045009784735812
tl0.06862745098039216
reliabletrue
passestrue
4
name"Hunter"
dialogue"Photos of a man vanishing near the orchard? That tracks with the reports. Name's Hunter, former marine. You're safe talking to me, even if I can't follow. Point at the camera if it helps."
detectedLang"en"
heavyLang"en"
scores
en0.8019475160917643
tl0.64349376114082
fr0.5594713656387665
no0.5352439969016266
nl0.5147594015365953
da0.5071868583162218
sv0.47368421052631576
de0.45774966109353815
ca0.41348973607038125
it0.41262848751835535
sq0.39999999999999997
lv0.3736951983298539
yo0.36908517350157727
ro0.3593166043780032
pt0.358974358974359
hr0.353099730458221
es0.3485342019543974
ms0.3456924754634678
sl0.33554817275747506
pl0.33035714285714285
cs0.318955732122588
lt0.3170176437108708
sk0.27884615384615385
tr0.2485911083281152
is0.23469387755102045
fi0.19786096256684493
hu0.19246298788694483
et0.19137466307277629
az0.14285714285714285
eu0.14040114613180515
vi0.099774943735934
hi0.060297572435395456
be0.05511811023622047
uk0.0498812351543943
reliabletrue
passestrue
5
name"Melanie"
dialogue"Melanie... ich heiße Melanie. Aus Deutschland, Studium hier. Aber Alborn fühlt sich falsch an. Die Äpfel, das Festival, alles zu still danach. Ich habe Angst, mehr zu sehen."
detectedLang"de"
heavyLang"de"
scores
de0.7954811063498247
nl0.545257687310524
en0.4397011739594451
da0.422759758108851
no0.40170940170940167
it0.37648456057007124
fr0.3708807669263031
ms0.3617021276595745
pl0.32778489116517284
sk0.3225806451612903
tl0.31640625
ca0.31237721021611
hr0.30463576158940403
ro0.2985971943887776
pt0.29577464788732394
sv0.29577464788732394
sq0.25
is0.24406047516198706
cs0.2435158501440922
es0.24297043979812544
sl0.24132947976878616
et0.22794117647058826
yo0.20694864048338368
lt0.2003046458492003
fi0.17387883556254916
eu0.17257683215130024
lv0.16
az0.10102739726027396
vi0.09404659188955997
tr0.06333630686886708
hu0.05998209489704566
reliabletrue
passestrue
6
name"Hunter"
dialogue"Melanie from Germany, got it. Festival went quiet after, yeah. We'll get a translator. Just stay calm—"
detectedLang"en"
heavyLang"en"
scores
en0.7468847352024922
tl0.5544893762851268
da0.48494453248811414
ro0.4787489975942261
ca0.4706840390879479
no0.463253509496284
es0.45788156797331114
sv0.4519392917369309
ms0.4491525423728813
pt0.4257950530035336
it0.4196428571428571
pl0.4074749316317229
sk0.406392694063927
hr0.40202391904323825
sq0.40092165898617516
et0.38505203405865657
sl0.37917860553963706
nl0.37198067632850246
cs0.367704280155642
fr0.36647173489278756
de0.34738955823293177
lv0.3055555555555556
lt0.29729729729729726
az0.2753623188405797
hu0.2554410080183276
yo0.23076923076923078
is0.21212121212121213
vi0.19554455445544552
tr0.17721518987341772
eu0.17407878017789072
fi0.16237113402061853
reliabletrue
passestrue
7
name"Hunter"
dialogue"Damn, phone. I have to take this. Don't leave the cafe—I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8097582811101164
tl0.5933014354066986
da0.5609504132231405
yo0.5092378752886837
no0.4509043927648579
lt0.3963068181818182
pl0.380466472303207
hr0.375
cs0.35703479576399394
sv0.3369734789391576
sq0.3328100470957614
sk0.32432432432432434
sl0.3189102564102564
vi0.3156199677938808
lv0.30327868852459017
hu0.30213464696223313
fr0.27597955706984667
nl0.2722602739726028
ca0.24511545293072823
it0.21296296296296297
ro0.17475728155339806
ms0.1550695825049702
de0.15
be0.1414141414141414
tr0.1414141414141414
az0.1290983606557377
et0.1290983606557377
is0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue