Run: 2026-09-23-01M36SVHQNXYW0JHT818427KRE

Run Details

Model:
Grok 4.7 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
22.1s
Cost:
$0.007131
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
Melanie: "Ich verstehe Sie nicht. Aber sehen Sie dieses Bild. Die Frau am Apfelstand lächelt noch. Auf dem nächsten ist sie fort. Nur ihr Schal liegt im Gras." Hunter: "Ma'am, I'm Detective Hunter. Were you at the festival last night? A woman went missing near the orchard gate." Melanie: "Bitte. Da war ein Mann im Schatten der Scheune. Er hat sie am Arm genommen, ganz leise. Niemand hat hingesehen. Ich habe gezittert und trotzdem weiterfotografiert." Hunter: "I don't speak German. English? Can you point? These pictures—what am I looking at?" Melanie: "Alles ist auf der Karte. Ihr Blick in die Linse, als wüsste sie es schon. Dann der dunkle Ärmel. Dann nichts. Mein Herz hat nicht aufgehört zu rasen." Hunter: "You're shaking. All right. We'll get someone who can translate. Don't delete anything. Write it down if you can." Melanie: "Versprechen Sie, dass Sie sie suchen. Ich habe Angst, er hat die Kamera gesehen." Hunter: "Hunter. Yeah, I'm at the cafe. ... Understood. I'm on my way." Hunter: "I have to go. Stay here. Don't leave town. And keep that camera close." Melanie: "Gehen Sie nicht. Bitte. Wenn er zurückkommt..."
created_at"2026-09-23T09:34:24.676Z" 9/23/2026, 9:34:24 AM
model"x-ai/grok-4.7-20260916"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency610
moderation_latency(null)
generation_time21953
tokens_prompt306
tokens_completion492
native_tokens_prompt1508
native_tokens_completion1271
native_tokens_completion_images(null)
native_tokens_reasoning975
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"
usage0.0071312
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1790156064-ZshmRQxdUGq1bkB9LR89"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1790156064-TIAuWFQl2TvEvndhqVA2"
upstream_id"f074a6b7-a2fd-970c-bdc0-e6165992a161"
provider_responses
0
endpoint_id"c942f37a-87e1-4fa8-83d0-8c67fda4fb4a"
id"f074a6b7-a2fd-970c-bdc0-e6165992a161"
is_byokfalse
latency379
model_permaslug"x-ai/grok-4.7-20260916"
provider_name"xAI"
status200
total_cost0.0071312
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"Melanie"
dialogue"Ich verstehe Sie nicht. Aber sehen Sie dieses Bild. Die Frau am Apfelstand lächelt noch. Auf dem nächsten ist sie fort. Nur ihr Schal liegt im Gras."
detectedLang"de"
heavyLang"de"
scores
de0.8201098276841509
nl0.4335122242098986
sv0.3687707641196013
no0.31752873563218387
da0.2560689115113547
sk0.2554858934169279
pl0.2549019607843137
cs0.250197316495659
lv0.22826969943135664
ro0.21746293245469525
en0.20100925147182505
eu0.19627749576988157
ca0.19491525423728812
fi0.1831470335339639
hi0.16885389326334208
et0.15854738706820196
es0.1449144914491449
pt0.1449144914491449
hu0.13793103448275862
is0.12923923006416133
fr0.12844036697247707
hr0.09695817490494298
ms0.09523809523809525
tr0.09003831417624522
yo0.08477842003853564
tl0.0803484995159729
lt0.07497565725413825
it0.07045009784735812
az0.058473736372646176
sq0.058473736372646176
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. Were you at the festival last night? A woman went missing near the orchard gate."
detectedLang"en"
heavyLang"en"
scores
en0.7858672376873662
tl0.6748722712494195
no0.6049661399548533
da0.5600251414204903
nl0.5578016424510424
fr0.5512820512820513
ca0.48263118994826315
ro0.4807121661721069
pt0.47722180731889474
it0.4712990936555891
cs0.43548387096774194
de0.4308943089430894
sq0.4181213632585204
es0.413243922883487
sv0.41275167785234906
ms0.41126997476871324
hr0.3918331885317115
sl0.36536718041704447
et0.3184031158714703
yo0.3
fi0.2886178861788618
az0.2654774396642183
sk0.26160337552742613
is0.24487594390507011
hu0.24160346695557963
lt0.2290748898678414
pl0.1935483870967742
tr0.16267942583732056
lv0.15966386554621848
eu0.09090909090909091
vi0.09090909090909091
reliabletrue
passestrue
2
name"Melanie"
dialogue"Bitte. Da war ein Mann im Schatten der Scheune. Er hat sie am Arm genommen, ganz leise. Niemand hat hingesehen. Ich habe gezittert und trotzdem weiterfotografiert."
detectedLang"de"
heavyLang"de"
scores
de0.8099844532734496
no0.5798319327731093
nl0.5698083691826359
da0.5015858631626643
en0.3799323562570462
sv0.36817920735209647
pl0.33774834437086093
it0.3081761006289308
ro0.27200529450694905
tr0.271523178807947
is0.271040424121935
fi0.2506811989100818
et0.24242424242424243
hr0.20863309352517986
sk0.20806335493160547
fr0.19825072886297376
eu0.17849141150112025
tl0.1691842900302115
sl0.14926527455529776
pt0.14396887159533073
lt0.1372549019607843
ms0.13043478260869565
ca0.12974683544303797
es0.09983633387888707
az0.087893864013267
hu0.07407407407407407
hi0.07329401853411963
yo0.06382978723404256
sq0.061433447098976114
cs0.05741216795201371
vi0.05417024935511608
lv0.05090595340811044
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't speak German. English? Can you point? These pictures—what am I looking at?"
detectedLang"en"
heavyLang"en"
scores
en0.8196361355081556
tl0.6408494690818239
da0.5151770657672851
ro0.5131244707874683
no0.4838420107719928
ca0.4492337164750958
fr0.4481765834932822
de0.4278606965174129
sv0.42384769539078154
sq0.3458475540386803
it0.34210526315789475
nl0.3047158403869408
pl0.27490542244640603
tr0.27398989898989895
hr0.2684478371501272
az0.267515923566879
cs0.2414248021108179
et0.21875
lv0.20249653259361997
ms0.19804741980474197
is0.18899858956276447
hi0.1314199395770393
yo0.1314199395770393
sk0.11128284389489954
pt0.10990712074303406
be0.10852713178294573
es0.10852713178294573
hu0.1043613707165109
lt0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
4
name"Melanie"
dialogue"Alles ist auf der Karte. Ihr Blick in die Linse, als wüsste sie es schon. Dann der dunkle Ärmel. Dann nichts. Mein Herz hat nicht aufgehört zu rasen."
detectedLang"de"
heavyLang"de"
scores
de0.8087761674718196
nl0.5591647331786543
no0.4489559164733179
da0.33098591549295775
en0.3120926864590876
sv0.30858806404657935
it0.30095658572479767
ca0.2803030303030303
ro0.2720306513409962
tr0.2560689115113547
es0.2543171114599686
tl0.24782264449722882
fr0.22764227642276424
pl0.21161825726141079
cs0.2070116861435726
et0.20634920634920634
sl0.1831470335339639
fi0.1782006920415225
hu0.16666666666666666
lv0.1615180935569285
lt0.1607773851590106
yo0.15630550621669628
eu0.15026833631484796
az0.13083257090576395
sk0.13003663003663005
sq0.1171003717472119
hi0.10037878787878787
pt0.08916586768935762
ms0.07317073170731707
hr0.058473736372646176
reliabletrue
passestrue
5
name"Hunter"
dialogue"You're shaking. All right. We'll get someone who can translate. Don't delete anything. Write it down if you can."
detectedLang"en"
heavyLang"en"
scores
en0.8107016658253408
tl0.5398773006134969
no0.41815360744763375
ro0.34612031386224934
sq0.34612031386224934
sv0.3297587131367293
it0.3175614194722475
et0.2951127819548872
pt0.2917847025495751
fr0.28366762177650434
de0.2809204218600192
nl0.23625254582484725
es0.22839506172839508
ca0.2260061919504644
tr0.2227979274611399
sl0.21548117154811713
da0.21383647798742136
is0.18566775244299674
lv0.16943521594684383
yo0.16666666666666666
sk0.16201117318435754
lt0.156355455568054
hr0.15540540540540537
cs0.1544532130777903
ms0.1544532130777903
az0.15349887133182843
vi0.10501193317422433
hu0.10071942446043164
pl0.08536585365853659
eu0.08200734394124846
reliabletrue
passestrue
6
name"Melanie"
dialogue"Versprechen Sie, dass Sie sie suchen. Ich habe Angst, er hat die Kamera gesehen."
detectedLang"de"
heavyLang"de"
scores
de0.8385939741750359
nl0.6218487394957983
da0.46745562130177515
no0.4538834951456311
sv0.412532637075718
is0.34210526315789475
pl0.3353028064992614
sk0.3001555209953344
cs0.2822966507177033
es0.2647058823529412
ca0.26350245499181674
hu0.26229508196721313
tr0.24623115577889448
it0.24242424242424243
ms0.23857868020304565
ro0.225473321858864
eu0.20353982300884957
fi0.16356877323420074
yo0.16356877323420074
hr0.14611005692599618
lt0.14611005692599618
tl0.13793103448275862
sl0.13294797687861273
en0.12280701754385964
fr0.12280701754385964
pt0.12280701754385964
az0.11591355599214145
sq0.11591355599214145
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter. Yeah, I'm at the cafe. ... Understood. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7996300863131935
tl0.6372767857142857
da0.6234067207415991
no0.6220930232558138
sv0.5248538011695907
fr0.44349315068493156
pl0.43868739205526774
sk0.4347826086956522
cs0.4298245614035088
nl0.41546762589928055
de0.3602362204724409
yo0.358974358974359
ca0.3271221532091097
et0.32150313152400833
fi0.3157894736842105
ms0.29653679653679654
sq0.29653679653679654
hr0.21307506053268765
hi0.20537897310513448
it0.16237113402061853
pt0.16237113402061853
ro0.15364583333333331
sl0.15364583333333331
tr0.15364583333333331
reliabletrue
passestrue
8
name"Hunter"
dialogue"I have to go. Stay here. Don't leave town. And keep that camera close."
detectedLang"en"
heavyLang"en"
scores
en0.8227648680582907
tl0.6007098491570542
yo0.47058823529411764
da0.46428571428571425
pl0.45054945054945056
it0.3775933609958506
hr0.3617021276595745
no0.36079545454545453
ro0.3553008595988539
lt0.35064935064935066
ca0.34782608695652173
cs0.3440233236151603
sq0.34210526315789475
sv0.3283582089552239
sk0.3119266055045872
lv0.2913385826771654
de0.267100977198697
zh0.2549668874172185
sl0.2119089316987741
es0.18032786885245902
fr0.14448669201520914
nl0.14448669201520914
ms0.13793103448275862
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
et0.12280701754385964
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
9
name"Melanie"
dialogue"Gehen Sie nicht. Bitte. Wenn er zurückkommt..."
detectedLang"de"
heavyLang"de"
scores
de0.8409202153695546
nl0.5977722772277227
da0.43082311733800355
no0.4247787610619469
is0.3394308943089431
eu0.26136363636363635
et0.25799086757990863
pl0.2562929061784897
cs0.23529411764705882
fi0.21307506053268765
it0.1875
reliabletrue
passestrue