Run: 2026-02-20-01KHY8TE4G52JPFS93V79B5XP7

Run Details

Model:
Grok 4.1 Fast
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
17.2s
Cost:
$0.000680
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: *[sitting at the cafe table, staring troubled at her camera screen, murmuring to herself]* Es war so dunkel... was war das? Hunter: Excuse me, miss. I'm Detective Hunter with the Alborn PD. Mind if I sit? I understand you were taking photos near the apple orchard last night during the festival. See anything unusual? Anyone who seemed out of place? Melanie: *[looks up shaken, eyes wide, voice trembling]* Ich... ich habe einen Mann gesehen. Er war dort, bei den Bäumen, und dann... einfach weg! Wie ein Geist! *[gestures frantically with her camera]* Hunter: *[confused frown, leaning in]* Uh... ma'am? Sorry, I didn't catch that. Do you speak English? English? Photos? Orchard? Melanie: *[shaking her head, more agitated, pointing at the camera screen]* Schauen Sie! Hier! Der Schatten... er hat jemanden mitgenommen! Hilfe, ich habe Angst! Hunter: *[scratching head, glancing at camera but not understanding]* Shadow? Who took who? Look, this is important—people have gone missing. Missing. *[mimes phone]* Can you call someone who speaks... German? Or write it down? Melanie: *[voice cracking, clutching camera]* Verschwunden! Alle verschwinden in dieser Stadt! Der Festival... Fluch! Ich muss weg, zurück nach Hause! Hunter: *[frustrated, pulling out notepad]* Okay, okay, slow down. Verdis... schwinden? *[butchers the word]* Wait—*[phone rings loudly]* Damn. Excuse me, I gotta take this. Stay here, alright? We'll get a translator. *[stands, answers phone]* Hunter here... yeah, on my way. Melanie: *[whispering to herself as he leaves]* Er versteht nicht... niemand versteht...
created_at"2026-02-20T19:35:55.804Z" 2/20/2026, 7:35:55 PM
model"x-ai/grok-4.1-fast"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency328
moderation_latency(null)
generation_time17085
tokens_prompt319
tokens_completion617
native_tokens_prompt417
native_tokens_completion1238
native_tokens_completion_images0
native_tokens_reasoning855
native_tokens_cached151
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"completed"
usage0.00067975
router(null)
provider_responses
0
endpoint_id"9821aa0e-dce3-4c27-9716-161359123d0b"
id"6d3c546e-cd22-d9c6-dbfa-b75a8c87aaa5"
is_byokfalse
latency94
model_permaslug"x-ai/grok-4.1-fast"
provider_name"xAI"
status200
api_type"completions"
id"gen-1771616155-QLaQMbNYDC1xe9XyyAvK"
upstream_id"6d3c546e-cd22-d9c6-dbfa-b75a8c87aaa5"
total_cost0.00067975
cache_discount0.00002265
upstream_inference_cost0
provider_name"xAI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Es war so dunkel... was war das?"
detectedLang"de"
heavyLang"de"
scores
de0.8382624768946396
en0.6863799283154122
nl0.5580808080808082
yo0.5489690721649484
pt0.4868035190615836
no0.4852941176470589
sl0.4631901840490798
ca0.45652173913043476
es0.45652173913043476
lv0.4067796610169492
sk0.37722419928825623
hu0.36823104693140796
vi0.3613138686131387
lt0.34210526315789475
tl0.3346007604562738
da0.3055555555555556
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn PD. Mind if I sit? I understand you were taking photos near the apple orchard last night during the festival. See anything unusual? Anyone who seemed out of place?"
detectedLang"en"
heavyLang"en"
scores
en0.7858999847071417
tl0.6220302375809936
no0.5208761122518822
fr0.496040316774658
nl0.4851048179477749
da0.47624392068836513
sv0.4422310756972112
de0.4290375203915171
es0.37527889335118253
ro0.3744414655942806
it0.37050359712230213
pt0.36908517350157727
sq0.3673746046091279
et0.3610223642172524
ms0.3411764705882353
ca0.3405558172397551
cs0.3239980685659102
sl0.25213675213675213
pl0.24324324324324328
hr0.22523519645821802
yo0.21392476137001684
lt0.20859242509892595
sk0.2
is0.17501473187978786
hu0.13686806411837238
fi0.13473423980222496
tr0.13312693498452013
lv0.12335629304946776
az0.11448450347881088
hi0.052132701421800945
be0.047619047619047616
uk0.0430622009569378
vi0.0430622009569378
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich... ich habe einen Mann gesehen. Er war dort, bei den Bäumen, und dann... einfach weg! Wie ein Geist!"
detectedLang"de"
heavyLang"de"
scores
de0.8403664630760689
no0.5532245532245532
nl0.4911504424778761
is0.4406614785992217
eu0.3770314192849404
da0.358974358974359
fi0.2962056303549572
pl0.25130208333333337
sv0.20470262793914246
lt0.20138888888888887
sk0.17739628040057226
en0.1726618705035971
et0.15191740412979352
cs0.14050822122571002
ms0.13273001508295626
es0.11944869831546708
reliabletrue
passestrue
3
name"Hunter"
dialogue"Uh... ma'am? Sorry, I didn't catch that. Do you speak English? English? Photos? Orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.765625
tl0.5714285714285714
fr0.3986254295532647
pt0.3902439024390244
hr0.38668224299065423
cs0.37574316290130794
no0.3651753325272068
sv0.3644067796610169
de0.3581907090464548
it0.3558282208588957
pl0.33879093198992444
sq0.3234536082474227
da0.2866847826086956
ca0.284741144414169
sk0.279835390946502
vi0.24892703862660948
yo0.2391304347826087
ro0.23580786026200873
nl0.21758569299552907
lt0.21407185628742514
lv0.2033383915022762
sl0.18604651162790697
es0.13223140495867766
hi0.12790697674418602
ms0.12060301507537688
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
et0.10714285714285714
is0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
4
name"Melanie"
dialogue"Schauen Sie! Hier! Der Schatten... er hat jemanden mitgenommen! Hilfe, ich habe Angst!"
detectedLang"de"
heavyLang"de"
scores
de0.829984544049459
nl0.6986301369863014
da0.645618556701031
no0.6250852079072937
sv0.5053956834532374
tr0.33008526187576126
en0.2939666238767651
pl0.29214929214929214
hu0.25876010781671155
fr0.233983286908078
is0.2329149232914923
sk0.18397626112759644
fi0.16158536585365854
ms0.13793103448275862
yo0.13793103448275862
it0.13249211356466878
es0.12698412698412698
et0.12698412698412698
sq0.12698412698412698
ca0.1143317230273752
reliabletrue
passestrue
5
name"Hunter"
dialogue"Shadow? Who took who? Look, this is important—people have gone missing. Missing. Can you call someone who speaks... German? Or write it down?"
detectedLang"en"
heavyLang"en"
scores
en0.8197981739548293
tl0.5788882650196518
ca0.414519906323185
ro0.4113029827315541
fr0.410377358490566
nl0.39222042139384117
da0.36115843270868825
it0.3567753001715266
es0.3150684931506849
pt0.3119266055045872
et0.2829827915869981
is0.2454728370221328
sv0.237029501525941
tr0.2323439099283521
sq0.2291880781089414
no0.22760041194644695
az0.2203742203742204
yo0.20718816067653278
ms0.1935483870967742
hu0.17035398230088497
de0.1638795986622074
lt0.1601343784994401
lv0.10287081339712918
sk0.0985576923076923
cs0.09420289855072464
fi0.09420289855072464
sl0.08759124087591241
reliabletrue
passestrue
6
name"Melanie"
dialogue"Verschwunden! Alle verschwinden in dieser Stadt! Der Festival... Fluch! Ich muss weg, zurück nach Hause!"
detectedLang"de"
heavyLang"de"
scores
de0.8068006182380216
nl0.6076585059635907
no0.569262577532736
da0.5203376822716808
it0.4902120717781403
en0.4517543859649123
fr0.43438914027149317
sv0.4260789715335169
sl0.39379243452958296
ro0.38484251968503935
pl0.3482794577685088
sq0.3482794577685088
es0.34279705573080965
ms0.3379237288135593
tl0.3032329988851728
hr0.2985409652076319
ca0.29775280898876405
pt0.296962879640045
az0.2945823927765237
hu0.2799539170506913
sk0.279123414071511
fi0.26297169811320753
lt0.24516908212560387
cs0.23029556650246305
is0.19665809768637532
et0.16331994645247658
tr0.16219839142091153
yo0.12342215988779803
lv0.09156976744186046
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, okay, slow down. Verdis... schwinden? Wait— Damn. Excuse me, I gotta take this. Stay here, alright? We'll get a translator. Hunter here... yeah, on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7108393919365499
tl0.5036868973340897
de0.4880046811000585
sq0.4797859690844233
no0.46873102610807527
it0.4510664993726474
da0.4469026548672566
sv0.4336569579288026
nl0.3986254295532647
ca0.3961352657004831
pl0.383368569415081
fr0.3829337094499295
pt0.37095614665708126
ro0.37095614665708126
et0.3613138686131387
es0.35185185185185186
tr0.35137138621200886
hr0.3460388639760837
cs0.3430930930930931
hu0.3320610687022901
sl0.3320610687022901
sk0.3274404304381245
fi0.3137254901960784
yo0.2886178861788618
ms0.2714404662781016
az0.24438687392055264
is0.21383647798742136
vi0.20164233576642335
lt0.19503219871205152
lv0.18604651162790697
eu0.13537549407114624
hi0.08759124087591241
be0.07407407407407407
uk0.06716417910447761
reliabletrue
passestrue
8
name"Melanie"
dialogue"Er versteht nicht... niemand versteht..."
detectedLang"de"
heavyLang"de"
scores
de0.8334721065778518
nl0.7354497354497355
da0.574468085106383
is0.5391705069124424
no0.5327102803738317
en0.42363112391930835
fr0.40828402366863903
ro0.40119760479041916
pl0.3548387096774194
cs0.3333333333333333
fi0.2779783393501805
lt0.2779783393501805
hu0.2647058823529412
it0.2647058823529412
es0.23954372623574144
pt0.23954372623574144
az0.2277992277992278
ca0.2277992277992278
sq0.2277992277992278
sv0.2277992277992278
reliabletrue
passestrue