Run: 2026-09-23-01M36WH4JQF89K92MMW3ZZE1AD

Run Details

Model:
Grok 4.7 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
18.5s
Cost:
$0.006570
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: "Oh… diese Bilder. Ich wollte nur die Apfelbäume fotografieren." Hunter: "Ma'am? Detective Hunter. Mind if I ask you about last night, down by the festival grounds?" Melanie: "Ich verstehe Sie nicht. Aber… aber ich habe etwas gesehen. Auf der Kamera." Hunter: "I'm sorry—I don't speak German. Were you there? The old orchard road?" Melanie: "Es war dunkel. Ein Mann stand neben dem Stand, und auf dem nächsten Foto… war er weg. Einfach weg." Hunter: "You're shaking. Did something happen to you? Can you say that in English?" Melanie: "Bitte. Schauen Sie her. Hier ist er noch. Und hier—nichts. Nur der Schatten, und der Korb ist umgefallen." Hunter: "I can't make out a word. If you saw something, I need a name, a time, anything." Melanie: "Ich habe Angst. Ich bin nur zum Studieren hier. Ich wollte niemandem schaden. Ich habe nur fotografiert." Hunter: "Look, if you're in trouble, nod. Point. I can get someone who—" Melanie: "Nicht die Polizei in der Stadt—die haben mich schon weggewinkt. Niemand hört mir zu. Bitte, nehmen Sie die Kamera." Hunter: "Camera. All right. You're showing me the camera. That's a start." Melanie: "Ja. Die Bilder. Der Mann mit der grauen Mütze. Er hat mich angesehen, und dann war da niemand mehr." Hunter: "Gray…? I don't—hold on." Melanie: "Gehen Sie nicht. Bitte bleiben Sie. Ich kann es nicht allein erklären." Hunter: "Hunter. … Copy. I'm leaving now. Don't let anybody near that shed." Melanie: "Warten Sie! Die Fotos—Sie haben sie noch nicht gesehen!" Hunter: "I'll be back. Sit tight. Don't delete anything."
created_at"2026-09-23T10:21:09.083Z" 9/23/2026, 10:21:09 AM
model"x-ai/grok-4.7-20260916"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency523
moderation_latency(null)
generation_time18511
tokens_prompt306
tokens_completion567
native_tokens_prompt1508
native_tokens_completion1154
native_tokens_completion_images(null)
native_tokens_reasoning732
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"
usage0.0065696
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1790158869-NcTEOd8skGGQe4yDwrJQ"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1790158869-zyhSEwbzB4W79QIlQiXS"
upstream_id"86376571-3a9b-93e6-891c-3392a5bc5382"
provider_responses
0
endpoint_id"c942f37a-87e1-4fa8-83d0-8c67fda4fb4a"
id"86376571-3a9b-93e6-891c-3392a5bc5382"
is_byokfalse
latency400
model_permaslug"x-ai/grok-4.7-20260916"
provider_name"xAI"
status200
total_cost0.0065696
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"Oh… diese Bilder. Ich wollte nur die Apfelbäume fotografieren."
detectedLang"de"
heavyLang"de"
scores
de0.7922437673130194
nl0.6066433566433567
no0.4897959183673469
da0.43324937027707805
tr0.4163424124513619
ca0.40554821664464996
sv0.3967828418230563
es0.38271604938271603
sk0.36079545454545453
pl0.34497816593886466
eu0.3171471927162367
it0.3108728943338438
ro0.3098159509202454
az0.2868462757527734
ms0.26108374384236455
en0.24114671163575044
hr0.23339011925042585
sl0.23339011925042585
sq0.23076923076923078
cs0.22945205479452058
lt0.21875
et0.21328671328671328
lv0.21328671328671328
pt0.21328671328671328
yo0.16356877323420074
ru0.1412213740458015
fr0.11591355599214145
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? Detective Hunter. Mind if I ask you about last night, down by the festival grounds?"
detectedLang"en"
heavyLang"en"
scores
en0.8038292529817953
tl0.6565934065934066
da0.5387453874538745
fr0.5300751879699248
no0.5132398753894081
sv0.5094191522762952
ca0.4826158940397351
cs0.47829716193656097
it0.46763202725724023
ro0.45367132867132864
sq0.44146559428060766
nl0.4399641577060932
pt0.4098205854579792
hr0.39437984496124034
es0.36612576064908725
et0.358974358974359
sk0.34279705573080965
de0.33581296493092455
ms0.33581296493092455
sl0.3336886993603412
pl0.3293991416309013
yo0.30011198208286677
hu0.26210153482880755
lt0.23218673218673216
az0.22456575682382132
tr0.1710875331564987
lv0.1677762982689747
be0.10071942446043164
fi0.09156976744186046
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe Sie nicht. Aber… aber ich habe etwas gesehen. Auf der Kamera."
detectedLang"de"
heavyLang"de"
scores
de0.8470122390208783
nl0.49223416965352446
no0.37407952871870404
da0.3501529051987768
pl0.34815950920245403
sv0.33070866141732286
sk0.3122977346278317
cs0.29401993355481726
es0.27597955706984667
ca0.2747440273037543
it0.2530755711775044
ms0.24911660777385158
ro0.23561151079136694
eu0.21296296296296297
fi0.17153996101364524
hr0.1533864541832669
lt0.1533864541832669
hu0.1448692152917505
tl0.1448692152917505
sl0.13967611336032387
tr0.13967611336032387
is0.1361788617886179
en0.1290983606557377
fr0.1290983606557377
pt0.1290983606557377
az0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry—I don't speak German. Were you there? The old orchard road?"
detectedLang"en"
heavyLang"en"
scores
en0.8097717260712854
tl0.6557971014492754
sq0.43113772455089816
de0.40846824408468246
no0.39873417721518983
it0.3863049095607235
sv0.37582128777923784
ro0.3457300275482094
nl0.33286516853932585
ca0.3185078909612626
da0.31358381502890176
yo0.2899850523168909
cs0.27811550151975684
fr0.24363057324840762
ms0.2375601926163724
tr0.22764227642276424
hr0.2263843648208469
az0.21875
pl0.2096505823627288
pt0.1739130434782609
sk0.1316270566727605
be0.12844036697247707
es0.12844036697247707
hu0.12361623616236161
et0.1171003717472119
is0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
4
name"Melanie"
dialogue"Es war dunkel. Ein Mann stand neben dem Stand, und auf dem nächsten Foto… war er weg. Einfach weg."
detectedLang"de"
heavyLang"de"
scores
de0.8338607594936709
no0.6386785960082588
da0.5766129032258065
nl0.5721271393643031
is0.5308310991957105
es0.358974358974359
en0.3462017434620174
sv0.3453865336658354
lv0.33879093198992444
lt0.3208279430789133
sl0.30463576158940403
sk0.29906542056074764
cs0.29624664879356566
ca0.2818057455540356
ro0.27586206896551724
hu0.25742574257425743
pl0.21758569299552907
hr0.21171171171171171
it0.20212765957446807
fi0.19230769230769232
eu0.1822429906542056
tr0.11317567567567569
az0.10714285714285714
et0.10102739726027396
fr0.10102739726027396
ms0.10102739726027396
pt0.10102739726027396
sq0.10102739726027396
tl0.10102739726027396
reliabletrue
passestrue
5
name"Hunter"
dialogue"You're shaking. Did something happen to you? Can you say that in English?"
detectedLang"en"
heavyLang"en"
scores
en0.8305722891566266
tl0.6575342465753424
de0.4630071599045346
no0.4545454545454546
nl0.4437577255871446
sv0.43820224719101125
sl0.37931034482758624
da0.3706293706293706
ms0.3333333333333333
yo0.3333333333333333
pl0.3273542600896861
ro0.32228915662650603
cs0.3171471927162367
hr0.29467084639498436
az0.26350245499181674
pt0.24874791318864775
it0.24623115577889448
sk0.22680412371134018
lv0.21328671328671328
lt0.18772563176895307
hu0.17279411764705882
es0.14772727272727273
ca0.14611005692599618
tr0.14611005692599618
fr0.1362763915547025
is0.1362763915547025
reliabletrue
passestrue
6
name"Melanie"
dialogue"Bitte. Schauen Sie her. Hier ist er noch. Und hier—nichts. Nur der Schatten, und der Korb ist umgefallen."
detectedLang"de"
heavyLang"de"
scores
de0.829379265518362
nl0.6530072703238599
da0.6396705559368565
no0.5939675174013921
sv0.36363636363636365
tr0.3566176470588235
en0.33879093198992444
fi0.26160337552742613
is0.24132947976878616
it0.2324561403508772
et0.17711598746081506
pl0.1758241758241758
hi0.16798732171156894
cs0.16
ms0.16
hu0.1518578352180937
fr0.1435562805872757
sq0.1191275167785235
reliabletrue
passestrue
7
name"Hunter"
dialogue"I can't make out a word. If you saw something, I need a name, a time, anything."
detectedLang"en"
heavyLang"en"
scores
en0.8262548262548263
tl0.53125
hr0.42675159235668786
cs0.4117647058823529
sq0.40476190476190477
pt0.4015957446808511
sv0.4007989347536618
no0.39189189189189183
da0.3885869565217392
ca0.3784530386740331
et0.3706293706293706
ms0.3487698986975398
it0.34782608695652173
pl0.33920704845814975
ro0.337260677466863
hu0.33135215453194655
es0.3181818181818182
yo0.31402439024390244
sk0.3098159509202454
nl0.2474916387959866
tr0.24623115577889448
de0.24369747899159663
lt0.24369747899159663
is0.23469387755102045
az0.22813036020583194
lv0.22813036020583194
vi0.22813036020583194
fr0.20634920634920634
sl0.16666666666666666
be0.1346153846153846
eu0.1346153846153846
fi0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ich habe Angst. Ich bin nur zum Studieren hier. Ich wollte niemandem schaden. Ich habe nur fotografiert."
detectedLang"de"
heavyLang"de"
scores
de0.8055162659123054
nl0.6250852079072937
no0.5431893687707641
da0.4963369963369963
pl0.4294605809128631
tr0.41050375133976424
sv0.40021810250817885
sk0.3626882966396292
ca0.3582263710618437
pt0.3483412322274882
en0.3460166468489893
fr0.3436754176610978
es0.3365500603136309
it0.33171324422843257
ro0.3309002433090025
ms0.3099121706398996
sq0.28104575163398693
hr0.2801047120418848
et0.2763157894736842
cs0.2753623188405797
lt0.26273458445040215
sl0.26273458445040215
lv0.25876010781671155
eu0.16158536585365854
is0.12974683544303797
fi0.12280701754385964
az0.09688013136288999
tl0.09688013136288999
reliabletrue
passestrue
9
name"Hunter"
dialogue"Look, if you're in trouble, nod. Point. I can get someone who—"
detectedLang"en"
heavyLang"en"
scores
en0.8124706985466479
tl0.5198079231692677
fr0.50186799501868
sv0.46308724832214765
pl0.4301994301994302
da0.42196531791907516
it0.3957703927492447
nl0.36908517350157727
ro0.3670886075949367
az0.358974358974359
ca0.34959349593495936
yo0.30434782608695654
is0.2895204262877442
sl0.2779783393501805
de0.2687385740402194
tr0.2687385740402194
no0.26605504587155965
hr0.25788497217068646
sq0.250936329588015
cs0.2079207920792079
es0.16317991631799164
pt0.16317991631799164
ms0.15789473684210525
sk0.15254237288135594
be0.14893617021276595
hu0.14346895074946467
et0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
10
name"Melanie"
dialogue"Nicht die Polizei in der Stadt—die haben mich schon weggewinkt. Niemand hört mir zu. Bitte, nehmen Sie die Kamera."
detectedLang"de"
heavyLang"de"
scores
de0.824970828471412
nl0.6480525574847489
sv0.4529540481400437
da0.4365138993238167
ro0.4235203689469639
no0.40664556962025317
pl0.3832236842105263
it0.3723849372384937
en0.3654822335025381
sl0.3356953055801594
ms0.32614555256064687
cs0.32249322493224936
es0.31880108991825606
hr0.3055555555555556
tl0.30102516309412863
tr0.30102516309412863
ca0.251497005988024
sq0.24774322968906717
az0.24698795180722888
sk0.24089068825910928
fr0.22839506172839508
et0.21218487394957983
yo0.19006479481641467
fi0.17672886937431392
eu0.11137440758293839
lv0.10607866507747318
lt0.1039426523297491
is0.09310761789600969
hu0.09090909090909091
pt0.08536585365853659
reliabletrue
passestrue
11
name"Hunter"
dialogue"Camera. All right. You're showing me the camera. That's a start."
detectedLang"en"
heavyLang"en"
scores
en0.8123827392120075
tl0.6715927750410509
no0.5863495346432265
nl0.5802728226652676
fr0.553072625698324
it0.5525727069351231
sq0.5402298850574713
sv0.5283018867924528
de0.5221027479091995
da0.4798439531859558
ro0.47643979057591623
es0.4542974079126876
et0.4326241134751773
yo0.42857142857142855
ms0.4261119081779053
sl0.3902439024390244
ca0.3730407523510972
pt0.3630573248407643
cs0.3464052287581699
sk0.34102141680395387
hr0.3185689948892675
pl0.313893653516295
is0.28825622775800713
hu0.2805755395683453
lv0.27007299270072993
lt0.26062846580406657
fi0.25650557620817843
tr0.16142557651991615
az0.14893617021276595
eu0.14893617021276595
vi0.14893617021276595
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ja. Die Bilder. Der Mann mit der grauen Mütze. Er hat mich angesehen, und dann war da niemand mehr."
detectedLang"de"
heavyLang"de"
scores
de0.8126171143035602
da0.5741660752306601
no0.5485327313769752
nl0.546485260770975
tr0.3877551020408163
az0.3704092339979014
en0.3704092339979014
eu0.3630573248407643
fi0.3464052287581699
sv0.3464052287581699
sl0.3087557603686636
pl0.2966002344665885
is0.28994082840236685
yo0.2840095465393795
lv0.2682926829268293
ro0.25650557620817843
hr0.23371647509578544
hu0.22680412371134018
it0.22380336351875807
et0.20424403183023873
sk0.19893190921228304
tl0.19463087248322147
fr0.1891891891891892
es0.1758241758241758
pt0.17355371900826447
ca0.153737658674189
sq0.1111111111111111
ru0.10979228486646886
vi0.09502262443438914
reliabletrue
passestrue
13
name"Hunter"
dialogue"Gray…? I don't—hold on."
detectedLang"en"
heavyLang"en"
scores
en0.7916666666666666
da0.6259351620947631
ca0.6124031007751938
hr0.6021220159151194
et0.5912806539509536
pl0.5833333333333334
cs0.5454545454545454
yo0.5192307692307693
tl0.5145631067961165
fi0.5
sk0.494949494949495
no0.4915254237288135
sv0.4791666666666667
sq0.471830985915493
it0.43396226415094336
fr0.42084942084942084
ro0.375
hi0.358974358974359
be0.3181818181818182
tr0.3181818181818182
hu0.3087557603686636
az0.29577464788732394
is0.29577464788732394
lt0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
reliabletrue
passestrue
14
name"Melanie"
dialogue"Gehen Sie nicht. Bitte bleiben Sie. Ich kann es nicht allein erklären."
detectedLang"de"
heavyLang"de"
scores
de0.8387708649468892
nl0.5636550308008214
no0.42953020134228187
da0.371301775147929
pl0.34815950920245403
es0.34615384615384615
et0.3167202572347267
hu0.3156199677938808
fr0.2857142857142857
it0.2784380305602716
fi0.27101200686106347
ca0.256993006993007
sk0.22586520947176683
lv0.22018348623853207
sv0.22018348623853207
eu0.21296296296296297
cs0.1904761904761905
lt0.17635658914728683
is0.1550695825049702
en0.1414141414141414
tl0.1414141414141414
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter. … Copy. I'm leaving now. Don't let anybody near that shed."
detectedLang"en"
heavyLang"en"
scores
en0.7829861111111112
tl0.39418416801292405
cs0.336283185840708
no0.3055555555555556
sl0.3042671614100185
nl0.30037313432835816
da0.29775280898876405
de0.19006479481641467
sk0.17218543046357618
fr0.1610738255033557
sv0.15730337078651685
it0.14383561643835618
pt0.14383561643835618
ca0.1359447004608295
ms0.1359447004608295
ro0.1359447004608295
sq0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
16
name"Melanie"
dialogue"Warten Sie! Die Fotos—Sie haben sie noch nicht gesehen!"
detectedLang"de"
heavyLang"de"
scores
de0.84284332688588
nl0.6130952380952381
es0.5454545454545454
ca0.4645799011532125
pl0.4574290484140233
tr0.4186046511627907
eu0.37977099236641226
fi0.3460764587525151
cs0.3394308943089431
no0.32150313152400833
da0.3172268907563025
sv0.3128964059196617
lt0.3055555555555556
pt0.3055555555555556
lv0.2919389978213508
yo0.21307506053268765
fr0.19753086419753088
ms0.1935483870967742
en0.1792929292929293
hr0.1709183673469388
sk0.1709183673469388
sl0.1709183673469388
et0.16237113402061853
it0.16237113402061853
sq0.16237113402061853
az0.15364583333333331
ro0.15364583333333331
reliabletrue
passestrue
17
name"Hunter"
dialogue"I'll be back. Sit tight. Don't delete anything."
detectedLang"en"
heavyLang"en"
scores
en0.7753973738769868
no0.5060790273556232
tl0.47580645161290325
da0.4546979865771812
hu0.3821292775665399
yo0.36149312377210213
sq0.3394308943089431
ro0.30406852248394006
lt0.2562929061784897
pt0.19753086419753088
ms0.1935483870967742
et0.1875
sl0.1875
tr0.1875
de0.18546365914786966
fr0.18546365914786966
ca0.1709183673469388
es0.1709183673469388
it0.1709183673469388
nl0.1709183673469388
sv0.1709183673469388
reliabletrue
passestrue