Run: 2026-09-23-01M36WHMGCMGPQ1E8ZT1DKXR0N

Run Details

Model:
Grok 4.7 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
15.4s
Cost:
$0.004762
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: "..." Hunter: "Miss? Detective Hunter. I need a minute about last night—near the orchard, during the festival setup." Isabella: "Non… non capisco. Io non parlo inglese." Hunter: "The disappearances. People vanishing. Were you there?" Isabella: "Ho visto una donna. Era sola, vicino agli alberi. Poi è sparita. Così, nel buio. Ho ancora le mani che tremano." Hunter: "I don’t… I’m not following. Your camera—did you photograph something?" Isabella: "Sì, la macchina fotografica. Ho scattato, ma le foto sono sfocate. C’era una figura, e poi niente. Solo le mele e il silenzio." Hunter: "Apples. Festival. Okay. Slow down. Point. Show me." Isabella: "Non so come spiegartelo. Ho paura. Non è la prima volta che sento di gente che non torna a casa, vero? In paese lo sussurrano tutti." Hunter: "You’re upset. I can see that. I just need a name, a place, anything I can use." Isabella: "Non ho un nome. Solo un volto nella penombra, e il rumore di passi che si allontanano. Poi il nulla." Hunter: "Nothing. Right. We’re not getting anywhere like this." Isabella: "Aspetti—per favore. Se guarda le foto con me, forse… forse capisce anche lei." Hunter: "Hold on. Phone. …Yeah, Hunter. I’m on my way. Don’t touch anything." Isabella: "Se ne va? Ma io non ho finito. Detective—aspetti!" Hunter: "I have to go. We’ll… figure the language thing out later. Stay in town."
created_at"2026-09-23T10:21:25.393Z" 9/23/2026, 10:21:25 AM
model"x-ai/grok-4.7-20260916"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency587
moderation_latency(null)
generation_time15380
tokens_prompt308
tokens_completion419
native_tokens_prompt1512
native_tokens_completion840
native_tokens_completion_images(null)
native_tokens_reasoning447
native_tokens_cached1408
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"
usage0.0047616
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1790158885-j0e7VwwSvdOVXZrUJNdg"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1790158885-7pGO4fQqJH9iEwGGI82N"
upstream_id"9d7ea314-6c63-9f8d-811c-23202e0020d4"
provider_responses
0
endpoint_id"c942f37a-87e1-4fa8-83d0-8c67fda4fb4a"
id"9d7ea314-6c63-9f8d-811c-23202e0020d4"
is_byokfalse
latency165
model_permaslug"x-ai/grok-4.7-20260916"
provider_name"xAI"
status200
total_cost0.0047616
cache_discount0.0016896
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"Isabella"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"Miss? Detective Hunter. I need a minute about last night—near the orchard, during the festival setup."
detectedLang"en"
heavyLang"en"
scores
en0.7922437673130194
tl0.6710526315789473
no0.5948379351740696
da0.5725142495250158
fr0.5576671035386632
nl0.5475871313672922
ro0.5475871313672922
it0.546979865771812
ca0.5395634379263302
sv0.5154343144292892
de0.5022123893805309
hr0.4943820224719101
pt0.4855182926829268
sq0.48236196319018404
et0.47265625000000006
cs0.4582664526484751
es0.4534412955465587
sl0.4485294117647059
ms0.43983402489626555
lt0.39134355275022537
sk0.3691588785046729
yo0.3644067796610169
pl0.34593023255813954
hu0.3005181347150259
az0.2710583153347732
is0.2647058823529412
tr0.23382519863791143
fi0.22680412371134018
lv0.22502870264064295
vi0.1646039603960396
be0.09395973154362416
eu0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
2
name"Isabella"
dialogue"Non… non capisco. Io non parlo inglese."
detectedLang"it"
heavyLang"it"
scores
it0.8073217726396917
es0.6845425867507886
pt0.6153846153846154
fr0.5726495726495726
en0.54337899543379
yo0.494949494949495
ca0.44751381215469616
ro0.44751381215469616
tl0.42528735632183906
et0.4117647058823529
eu0.30313588850174217
az0.25925925925925924
sk0.25925925925925924
hu0.250936329588015
pl0.250936329588015
cs0.23954372623574144
de0.23954372623574144
hr0.23954372623574144
lt0.23954372623574144
ms0.23954372623574144
nl0.23954372623574144
sl0.23954372623574144
da0.2277992277992278
lv0.2277992277992278
no0.2277992277992278
sq0.2277992277992278
sv0.2277992277992278
tr0.2277992277992278
reliabletrue
passestrue
3
name"Hunter"
dialogue"The disappearances. People vanishing. Were you there?"
detectedLang"en"
heavyLang"en"
scores
en0.818753020782987
tl0.5454545454545454
fr0.5104438642297651
ms0.4038155802861685
nl0.33510638297872336
de0.3218806509945751
pt0.30037313432835816
sq0.2937853107344633
ca0.2870722433460076
yo0.2219917012448133
no0.20212765957446807
es0.19181034482758622
it0.1883116883116883
cs0.17218543046357618
da0.17218543046357618
sv0.17218543046357618
lv0.1648106904231626
reliabletrue
passestrue
4
name"Isabella"
dialogue"Ho visto una donna. Era sola, vicino agli alberi. Poi è sparita. Così, nel buio. Ho ancora le mani che tremano."
detectedLang"it"
heavyLang"it"
scores
it0.8178506375227687
es0.5547073791348601
ca0.4664634146341463
pt0.41569282136894825
ro0.4042553191489362
ms0.3536472760849492
fr0.35125115848007415
sl0.3034825870646766
tl0.29221435793731043
no0.2790937178166838
yo0.27083333333333337
sk0.2670157068062827
da0.24242424242424243
en0.23580786026200873
fi0.2248062015503876
et0.21524663677130043
lv0.21524663677130043
hu0.20993227990970656
cs0.2009132420091324
de0.18414918414918416
lt0.18414918414918416
is0.1764705882352941
eu0.1116751269035533
sv0.10025706940874037
nl0.09560723514211886
sq0.09326424870466321
reliabletrue
passestrue
5
name"Hunter"
dialogue"I don’t… I’m not following. Your camera—did you photograph something?"
detectedLang"en"
heavyLang"en"
scores
en0.8139880952380952
tl0.6835443037974683
it0.41245593419506466
fr0.3573264781491003
ro0.3315508021390375
ca0.32432432432432434
ms0.3131868131868132
sv0.3055555555555556
cs0.26793557833089315
es0.26144756277695713
nl0.23547400611620795
tr0.22839506172839508
no0.2248062015503876
da0.21752738654147105
hr0.21752738654147105
sq0.21135646687697163
pl0.20127795527156547
yo0.1482112436115843
pt0.13494809688581316
hi0.1334488734835355
de0.12587412587412586
sk0.12587412587412586
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
et0.11190053285968028
is0.11190053285968028
lt0.11190053285968028
lv0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì, la macchina fotografica. Ho scattato, ma le foto sono sfocate. C’era una figura, e poi niente. Solo le mele e il silenzio."
detectedLang"it"
heavyLang"it"
scores
it0.809031678274545
es0.6131087847064177
ro0.6073903002309469
ca0.5493107104984093
fr0.5337356006582556
pt0.495249406175772
sq0.4637223974763407
de0.426063470627954
no0.4213750850918993
yo0.40308988764044945
tl0.4026704146170063
sl0.3584905660377359
sk0.356060606060606
en0.34965570007651114
nl0.32539682539682535
da0.3189102564102564
pl0.3055555555555556
lt0.2892976588628763
et0.288107202680067
hr0.28330522765598654
cs0.26022628372497825
tr0.24977934686672548
hu0.2321589882565492
lv0.22586520947176683
az0.21803127874885006
ms0.19659735349716445
sv0.17555771096023276
vi0.1600790513833992
eu0.08405172413793104
is0.07306434023991276
fi0.06900328587075576
reliabletrue
passestrue
7
name"Hunter"
dialogue"Apples. Festival. Okay. Slow down. Point. Show me."
detectedLang"en"
heavyLang"en"
scores
en0.7485331098072088
fr0.6842105263157895
tl0.6563573883161512
pt0.5962314939434724
nl0.5833333333333334
it0.546142208774584
es0.5447647951441578
da0.53125
ca0.4854202401372213
no0.4809688581314879
sq0.4809688581314879
sl0.47826086956521735
ms0.46714031971580816
et0.41972920696324956
hr0.40119760479041916
sv0.3902439024390244
cs0.3839835728952772
pl0.34065934065934067
de0.32432432432432434
fi0.3150684931506849
lt0.29577464788732394
az0.2822966507177033
ro0.2822966507177033
sk0.2822966507177033
hu0.18256130790190736
lv0.17355371900826447
reliabletrue
passestrue
8
name"Isabella"
dialogue"Non so come spiegartelo. Ho paura. Non è la prima volta che sento di gente che non torna a casa, vero? In paese lo sussurrano tutti."
detectedLang"it"
heavyLang"it"
scores
it0.8111624003357113
pt0.5978552278820375
es0.5813953488372093
ca0.5778611632270169
ro0.49636261891438166
tl0.4830557151062607
yo0.4803695150115473
en0.45288753799392095
ms0.4375
sl0.41596365996106427
de0.3971868720696584
sk0.3939393939393939
fr0.38101788170563966
no0.3684210526315789
nl0.3430656934306569
hr0.337260677466863
vi0.3288590604026846
fi0.3119266055045872
cs0.305019305019305
hu0.27710843373493976
et0.2682926829268293
eu0.26168990976210005
sq0.24623115577889448
da0.24114671163575044
sv0.2366412213740458
lt0.2125984251968504
az0.19427036705461057
tr0.18107370336669698
pl0.17355371900826447
is0.14285714285714285
lv0.14040114613180515
reliabletrue
passestrue
9
name"Hunter"
dialogue"You’re upset. I can see that. I just need a name, a place, anything I can use."
detectedLang"en"
heavyLang"en"
scores
en0.8120300751879699
et0.5306324110671937
ca0.5113168724279835
tl0.5057232049947971
cs0.4457409568261376
ro0.4405182567726737
sv0.4391971664698937
fr0.39720812182741116
pl0.3933588761174968
sq0.39180537772087065
da0.37745740498034075
hr0.3457300275482094
it0.3356643356643356
tr0.32045779685264664
hu0.31948424068767906
no0.3115942028985507
az0.3065693430656934
pt0.3055555555555556
yo0.302496328928047
sk0.2983751846381093
es0.2973372781065089
fi0.26127527216174184
nl0.2375601926163724
de0.23387096774193547
lt0.23387096774193547
ms0.22889610389610393
is0.22512234910277326
lv0.21875
vi0.21875
sl0.1592920353982301
be0.12844036697247707
eu0.12844036697247707
uk0.1171003717472119
reliabletrue
passestrue
10
name"Isabella"
dialogue"Non ho un nome. Solo un volto nella penombra, e il rumore di passi che si allontanano. Poi il nulla."
detectedLang"it"
heavyLang"vo"
scores
it0.8175182481751825
ca0.5676343421865349
fr0.5406824146981627
es0.49856733524355296
ro0.45736434108527135
pt0.43548387096774194
sq0.43227899432278993
ms0.42716857610474634
yo0.4042553191489362
en0.3783303730017762
tl0.3710691823899371
et0.3607305936073059
sl0.3439550140581068
sk0.32367149758454106
no0.3230174081237911
sv0.31170108161258603
lv0.3089832181638697
fi0.3048659384309831
az0.2654774396642183
cs0.24324324324324328
hu0.2
de0.18128654970760233
tr0.18032786885245902
da0.17159763313609466
lt0.16567342073897498
nl0.16167664670658682
is0.15865384615384615
vi0.12170639899623588
eu0.11054637865311309
pl0.10485933503836317
hr0.08256880733944955
reliabletrue
passestrue
11
name"Hunter"
dialogue"Nothing. Right. We’re not getting anywhere like this."
detectedLang"en"
heavyLang"en"
scores
en0.8265609514370664
tl0.6653919694072657
no0.4470774091627172
de0.3986254295532647
ms0.325626204238921
it0.3230174081237911
nl0.22566371681415928
sv0.18604651162790697
sq0.1822429906542056
tr0.1822429906542056
is0.1764705882352941
da0.17452830188679244
fr0.17452830188679244
yo0.17452830188679244
hr0.1606714628297362
pt0.1606714628297362
ro0.1606714628297362
reliabletrue
passestrue
12
name"Isabella"
dialogue"Aspetti—per favore. Se guarda le foto con me, forse… forse capisce anche lei."
detectedLang"it"
heavyLang"it"
scores
it0.8121044303797469
es0.6525237746891002
ro0.6163166397415185
pt0.6119281045751633
fr0.5964316057774002
ca0.5936698032506416
en0.5410628019323671
sl0.539282250242483
no0.5202020202020201
sq0.5077720207253886
nl0.4444444444444444
da0.42771084337349397
hr0.4263285024154589
sv0.41502463054187194
de0.39873417721518983
tl0.38551099611901685
fi0.3572395128552098
yo0.3252840909090909
tr0.29420505200594355
cs0.291044776119403
is0.27370030581039756
ms0.2566510172143975
et0.2448330683624801
sk0.24242424242424243
vi0.21617161716171615
lt0.19898819561551434
az0.18803418803418803
hu0.17102966841186737
lv0.1171003717472119
pl0.1171003717472119
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hold on. Phone. …Yeah, Hunter. I’m on my way. Don’t touch anything."
detectedLang"en"
heavyLang"en"
scores
en0.8075278015397775
tl0.6240601503759399
fr0.4558645707376058
da0.37413073713490963
pl0.281150159744409
de0.265905383360522
cs0.26350245499181674
sk0.26350245499181674
sq0.26108374384236455
ca0.2598684210526316
et0.2549668874172185
fi0.25
nl0.23469387755102045
ms0.23339011925042585
vi0.22813036020583194
hr0.16356877323420074
hi0.15730337078651685
no0.14772727272727273
yo0.14285714285714285
sv0.1346153846153846
it0.12280701754385964
pt0.12280701754385964
ro0.11591355599214145
sl0.11591355599214145
tr0.11591355599214145
reliabletrue
passestrue
14
name"Isabella"
dialogue"Se ne va? Ma io non ho finito. Detective—aspetti!"
detectedLang"it"
heavyLang"it"
scores
it0.7932663910218547
fr0.7095435684647303
ro0.6846846846846848
ca0.6647509578544061
en0.6136865342163355
es0.5778045838359469
sq0.5652173913043478
tl0.5358090185676392
cs0.5308310991957105
hr0.5276653171390013
pt0.5070422535211268
sl0.48301329394387
fi0.44178628389154706
no0.4318181818181818
sk0.3554327808471455
yo0.34579439252336447
da0.3346007604562738
lt0.3346007604562738
tr0.328214971209213
hu0.31906614785992216
sv0.30417495029821073
ms0.29292929292929293
pl0.23413566739606126
lv0.2273730684326711
et0.2222222222222222
eu0.19908466819221968
de0.1935483870967742
nl0.1898148148148148
vi0.1822429906542056
is0.18032786885245902
reliabletrue
passestrue
15
name"Hunter"
dialogue"I have to go. We’ll… figure the language thing out later. Stay in town."
detectedLang"en"
heavyLang"en"
scores
en0.8272884283246977
tl0.6047430830039525
da0.5894909688013136
nl0.5598591549295775
no0.5458673932788375
ro0.5309568480300189
yo0.5278564683663833
pl0.5140913508260446
de0.47862356621480706
sv0.4499449944994499
fr0.42263279445727486
it0.3983152827918171
ms0.38875305623471884
sq0.3662864385297845
sl0.3548387096774194
hr0.33774834437086093
cs0.3206521739130435
lt0.3150684931506849
ca0.3006993006993007
sk0.28977272727272724
lv0.27007299270072993
az0.22720247295208654
is0.22720247295208654
et0.21996879875195008
pt0.21875
eu0.13494809688581316
hi0.13194444444444445
be0.12280701754385964
tr0.12280701754385964
es0.12126537785588754
hu0.11816578483245149
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue