Run: 2026-09-23-01M36WZC857AFNP09Q9HJCTVA8

Run Details

Model:
Grok 4.7 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
26.9s
Cost:
$0.008974
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Maria: "Estaba mirando las fotos del festival de la manzana… y en una hay una persona que ya no está." Hunter: "Ma'am. Detective Hunter. I need to ask you about last night. Folks have been disappearing around the orchard." Maria: "No le entiendo. Lo siento. Estoy temblando. Vi a un hombre junto al puesto de sidra y, cuando miré otra vez, había desaparecido." Hunter: "I don't speak Spanish. Not a word. You keep pointing at that camera. Did you see something?" Maria: "La cámara. Sí. Mire. La imagen está borrosa, pero juro que estaba ahí. Me da mucho miedo." Hunter: "Pictures. All right. If there's anything on there, I need it. Can you come down to the station?" Maria: "¿Comisaría? No puedo. No hablo inglés. Por favor, no me deje sola. Creo que alguien me siguió desde el huerto." Hunter: "You're scared. I can see that. I wish I had a translator. Nod if you saw one of the missing people." Maria: "Vi unos ojos entre los manzanos. No era la fiesta. Era una sombra, y se llevó a alguien." Hunter: "I don't know what any of that means. Slow down. Point. Show me." Maria: "Anoche, junto al granero, una mujer gritó y después solo quedó silencio. Mi cámara captó un abrigo rojo. Esta mañana el abrigo estaba en el suelo, vacío." Hunter: "Red coat. Empty. I'm guessing, and I hate guessing. Stay with me a minute—" Hunter: "Hunter. Yeah, I'm at the cafe. … Understood. I'm on my way." Maria: "¿Se marcha? Espere, por favor. Dígale a alguien que mire las fotos. No quiero ser la siguiente." Hunter: "I have to go. Stay here. Don't wander off. You don't understand a word I'm saying, do you? Just… stay."
created_at"2026-09-23T10:28:55.693Z" 9/23/2026, 10:28:55 AM
model"x-ai/grok-4.7-20260916"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency614
moderation_latency(null)
generation_time26858
tokens_prompt304
tokens_completion675
native_tokens_prompt1508
native_tokens_completion1719
native_tokens_completion_images(null)
native_tokens_reasoning1274
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"
usage0.0089744
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1790159335-99k1M5BneKNDkl27vq0D"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1790159335-b3PnuxSDBSa136bPjEDb"
upstream_id"b2971e25-7daf-95b6-af93-a379c4a532b7"
provider_responses
0
endpoint_id"c942f37a-87e1-4fa8-83d0-8c67fda4fb4a"
id"b2971e25-7daf-95b6-af93-a379c4a532b7"
is_byokfalse
latency188
model_permaslug"x-ai/grok-4.7-20260916"
provider_name"xAI"
status200
total_cost0.0089744
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"Maria"
dialogue"Estaba mirando las fotos del festival de la manzana… y en una hay una persona que ya no está."
detectedLang"es"
heavyLang"es"
scores
es0.8194444444444445
ca0.7575531518090265
pt0.68339016074038
it0.6569920844327177
fr0.6196606202457579
no0.5678191489361702
tl0.5587236931432451
nl0.5185185185185186
da0.5152870991797166
ro0.5060790273556232
sv0.4909945184025059
en0.4766505636070853
sq0.46369636963696376
tr0.45332211942809086
hr0.44821731748726656
sl0.4477485131690739
lv0.4237588652482269
sk0.3879472693032015
az0.385633270321361
cs0.38095238095238093
yo0.36211972522080466
pl0.35707220573689413
eu0.3493493493493494
de0.34738955823293177
lt0.3440968718466196
ms0.336734693877551
vi0.3319630010277493
et0.27293064876957496
hu0.2588369441277081
is0.23258559622195982
fi0.18444165621079048
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am. Detective Hunter. I need to ask you about last night. Folks have been disappearing around the orchard."
detectedLang"en"
heavyLang"en"
scores
en0.7928748964374482
tl0.625748502994012
da0.5554238292827505
no0.5401594114040466
nl0.4460856720827179
fr0.43138741470811215
sv0.4296577946768061
sq0.37027707808564225
it0.3686868686868687
yo0.35064935064935066
de0.3495229835212489
ro0.3483927019982624
cs0.3397887323943662
ca0.3345164152617569
ms0.30362116991643456
hr0.30037313432835816
et0.2711370262390671
pl0.258160237388724
sl0.24774322968906717
pt0.237029501525941
sk0.21383647798742136
lv0.19786096256684493
es0.19181034482758622
lt0.18211559432933477
tr0.14675767918088736
be0.08536585365853659
hu0.08200734394124846
az0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
2
name"Maria"
dialogue"No le entiendo. Lo siento. Estoy temblando. Vi a un hombre junto al puesto de sidra y, cuando miré otra vez, había desaparecido."
detectedLang"es"
heavyLang"es"
scores
es0.8029045643153527
pt0.6627618033368833
it0.635036496350365
ca0.5858761987794247
fr0.5299356754082137
ro0.4153846153846154
tl0.38828074694140374
yo0.3782722513089006
sk0.34797529169526425
en0.33051444679351655
lv0.3300423131170663
nl0.30758017492711365
da0.30402930402930406
ms0.2983751846381093
no0.2973372781065089
lt0.29210134128166915
vi0.2742551566080978
hu0.2697924673328209
tr0.26356589147286824
eu0.2566510172143975
hr0.250197316495659
sv0.24960505529225907
cs0.24363057324840762
sl0.24242424242424243
pl0.23076923076923078
sq0.22826969943135664
fi0.1955969517358171
et0.18594687232219365
de0.12361623616236161
az0.12280701754385964
is0.07317073170731707
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't speak Spanish. Not a word. You keep pointing at that camera. Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.8190045248868778
tl0.6547756041426928
ro0.5041322314049587
it0.47414548641542503
da0.470432480141218
no0.470432480141218
sv0.42473633748801537
ca0.38524590163934425
nl0.35344827586206895
pl0.34994582881906827
hr0.3464052287581699
cs0.3442622950819672
es0.33993399339933994
de0.33701657458563533
ms0.336283185840708
fr0.3325917686318131
et0.33035714285714285
hu0.3288590604026846
sq0.3227990970654628
pt0.3220338983050847
lt0.2779783393501805
tr0.2727272727272727
is0.26199261992619927
yo0.2555831265508685
sk0.2518703241895262
az0.18144611186903137
lv0.18144611186903137
vi0.18144611186903137
sl0.13043478260869565
be0.1044776119402985
eu0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
4
name"Maria"
dialogue"La cámara. Sí. Mire. La imagen está borrosa, pero juro que estaba ahí. Me da mucho miedo."
detectedLang"es"
heavyLang"es"
scores
es0.8103562005277044
pt0.6444032158317873
ca0.5728083209509658
fr0.46211412535079516
tl0.44870565675934804
it0.4244244244244244
no0.3869936034115139
eu0.3863393810032017
sq0.3653421633554084
yo0.3539325842696629
ro0.3488108720271801
de0.3235294117647059
en0.3179122182680902
sl0.2684478371501272
nl0.2609254498714653
da0.2551813471502591
tr0.23638778220451526
sk0.2353723404255319
vi0.203601108033241
sv0.17739628040057226
hr0.17027417027417027
az0.15565345080763582
et0.1417910447761194
cs0.1314199395770393
ms0.1274658573596358
fi0.11538461538461538
pl0.0987460815047022
reliabletrue
passestrue
5
name"Hunter"
dialogue"Pictures. All right. If there's anything on there, I need it. Can you come down to the station?"
detectedLang"en"
heavyLang"en"
scores
en0.8346560846560848
tl0.6617965367965368
no0.5401030169242089
yo0.5325355272999251
fr0.5155038759689923
da0.5109546165884193
sv0.5063191153238547
sq0.4959677419354839
et0.4902120717781403
de0.4834710743801653
ca0.436429215509468
cs0.4196843082636954
it0.4196843082636954
lv0.4001919385796545
pl0.39496611810261373
hr0.39379243452958296
sk0.3509865005192108
ro0.3379237288135593
nl0.3265086206896552
lt0.279123414071511
fi0.2707117852975496
ms0.25595238095238093
tr0.24789410348977134
az0.24516908212560387
sl0.22744128553770088
hi0.11847672778561354
zh0.10968660968660969
be0.10071942446043164
hu0.09682080924855492
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
6
name"Maria"
dialogue"¿Comisaría? No puedo. No hablo inglés. Por favor, no me deje sola. Creo que alguien me siguió desde el huerto."
detectedLang"es"
heavyLang"es"
scores
es0.806312769010043
pt0.6616541353383458
ca0.6359223300970874
it0.47996918335901384
fr0.41709844559585496
ro0.4015957446808511
sq0.3951612903225807
en0.3395303326810176
et0.2887249736564805
no0.2726293103448276
tl0.2702702702702703
hu0.2524916943521595
nl0.2516629711751663
hr0.22413793103448276
is0.20867526377491208
tr0.19738406658739593
sl0.1847826086956522
lv0.16253101736972705
sk0.11879895561357702
ms0.11067193675889328
lt0.10358565737051792
yo0.10239361702127658
fi0.09999999999999999
pl0.09999999999999999
da0.08783783783783784
sv0.08783783783783784
reliabletrue
passestrue
7
name"Hunter"
dialogue"You're scared. I can see that. I wish I had a translator. Nod if you saw one of the missing people."
detectedLang"en"
heavyLang"en"
scores
en0.8265815760266371
tl0.6069182389937107
nl0.5390855457227138
no0.49433656957928807
sv0.4877049180327869
da0.4689889549702634
ca0.4434550311665183
et0.4349005424954792
ms0.42974452554744524
ro0.4281793229643184
hr0.42502299908003677
it0.421831637372803
pl0.4212962962962963
sq0.4081439393939394
yo0.40532825880114176
is0.3774900398406375
cs0.3743743743743744
de0.36289500509684
fr0.35699588477366256
pt0.3563336766220391
az0.3482794577685088
tr0.3146929824561403
sk0.29775280898876405
hu0.26297169811320753
vi0.26122931442080377
lt0.2532855436081242
sl0.251497005988024
es0.25059952038369304
lv0.24242424242424243
fi0.18407310704960833
eu0.17979002624671916
be0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
8
name"Maria"
dialogue"Vi unos ojos entre los manzanos. No era la fiesta. Era una sombra, y se llevó a alguien."
detectedLang"es"
heavyLang"es"
scores
es0.8081841432225064
ca0.7045790251107829
it0.6668517490283177
pt0.6519721577726217
ro0.5789473684210527
fr0.5584988962472406
no0.4609164420485175
lv0.4307400379506641
hr0.4140625
sk0.3981945837512537
en0.3963782696177062
tl0.3963782696177062
sl0.39148073022312374
sv0.3743482794577685
vi0.3697478991596639
yo0.3464052287581699
da0.33774834437086093
pl0.3220338983050847
cs0.3087557603686636
fi0.3087557603686636
sq0.30394431554524365
ms0.24623115577889448
et0.21568627450980393
tr0.21568627450980393
eu0.20844327176781002
hu0.20634920634920634
is0.2
de0.19463087248322147
lt0.12023460410557184
az0.1044776119402985
nl0.1044776119402985
reliabletrue
passestrue
9
name"Hunter"
dialogue"I don't know what any of that means. Slow down. Point. Show me."
detectedLang"en"
heavyLang"en"
scores
en0.8259355961705831
tl0.5926680244399185
no0.4520547945205479
fr0.4244604316546763
da0.42196531791907516
nl0.4177583697234352
sq0.41348973607038125
ca0.4038748137108793
pl0.35275080906148865
yo0.3333333333333333
it0.3277310924369748
pt0.2920353982300885
et0.2831541218637993
is0.2753623188405797
hr0.25788497217068646
sv0.25650557620817843
cs0.2079207920792079
es0.20318725099601595
ro0.1836734693877551
sl0.18032786885245902
ms0.17355371900826447
de0.17184265010351968
fi0.15789473684210525
sk0.15254237288135594
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
10
name"Maria"
dialogue"Anoche, junto al granero, una mujer gritó y después solo quedó silencio. Mi cámara captó un abrigo rojo. Esta mañana el abrigo estaba en el suelo, vacío."
detectedLang"es"
heavyLang"es"
scores
es0.8016247874551294
ca0.6199782844733985
it0.5518565941101152
pt0.5470232959447799
fr0.4534096824570536
ro0.41373534338358464
tl0.2793411118737131
nl0.24132947976878616
tr0.23469387755102045
en0.23413566739606126
pl0.23133235724743775
da0.21583271097834206
sl0.21583271097834206
eu0.2128935532233883
hu0.20634920634920634
yo0.19908466819221968
lv0.1796875
hr0.17776037588097104
sk0.17257683215130024
sv0.16996047430830039
cs0.16267942583732056
no0.16134185303514376
fi0.13294797687861273
de0.12207357859531774
lt0.11541701769165964
is0.11317567567567569
sq0.10409556313993173
vi0.08536585365853659
ms0.08376963350785341
reliabletrue
passestrue
11
name"Hunter"
dialogue"Red coat. Empty. I'm guessing, and I hate guessing. Stay with me a minute—"
detectedLang"en"
heavyLang"en"
scores
en0.7630992196209587
tl0.6425567703952901
hr0.523542600896861
it0.5203160270880361
no0.5175936435868331
da0.5011737089201878
sq0.495249406175772
sl0.4842233009708738
ms0.4810744810744811
nl0.47724477244772445
ro0.47724477244772445
es0.47530864197530864
et0.45997458703939004
ca0.4487678339818417
cs0.42333785617367703
yo0.41780821917808225
pl0.4089012517385257
pt0.4064245810055866
is0.40476190476190477
sk0.39458689458689455
fr0.38936781609195403
sv0.38936781609195403
hu0.3441358024691358
fi0.33070866141732286
de0.3285939968404423
lt0.3285939968404423
tr0.256993006993007
az0.23835125448028674
lv0.23835125448028674
vi0.23835125448028674
be0.1414141414141414
eu0.1414141414141414
uk0.1290983606557377
reliabletrue
passestrue
12
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
13
name"Maria"
dialogue"¿Se marcha? Espere, por favor. Dígale a alguien que mire las fotos. No quiero ser la siguiente."
detectedLang"es"
heavyLang"es"
scores
es0.8016478486420506
ca0.7108540925266904
pt0.7077338129496402
it0.6364653243847874
ro0.5955196017423771
fr0.570673712021136
sq0.5541838134430727
no0.5202952029520296
tl0.494949494949495
en0.4491525423728813
da0.4463373083475298
hr0.43820224719101125
sl0.4318181818181818
yo0.4227353463587922
sv0.39870490286771504
sk0.3964716805942433
nl0.3925233644859813
pl0.37858508604206503
de0.34210526315789475
cs0.34010152284263956
lv0.34010152284263956
et0.3200836820083682
eu0.2793791574279379
tr0.2655367231638418
lt0.2571428571428571
is0.21307506053268765
fi0.20245398773006135
hu0.1935483870967742
vi0.19154228855721395
az0.16559691912708602
ms0.08835904628330996
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. Stay here. Don't wander off. You don't understand a word I'm saying, do you? Just… stay."
detectedLang"en"
heavyLang"en"
scores
en0.8169107856191743
da0.6153846153846154
no0.5703125
pl0.5582329317269076
cs0.5465787304204451
tl0.5346869712351946
sv0.5342929720575783
yo0.5089285714285715
sk0.502262443438914
hr0.4696239151398264
nl0.4570582428430405
de0.4554455445544555
sq0.434737923946557
ca0.43064182194616984
pt0.4092373791621912
sl0.37570942111237227
tr0.36194895591647336
ro0.3552168815943728
lv0.3167701863354037
lt0.311639549436796
vi0.30730478589420657
it0.3037974683544304
et0.2930591259640103
hu0.28848641655886154
es0.2801047120418848
is0.27821522309711283
fr0.2557510148849797
az0.19472913616398244
be0.11290322580645161
eu0.11290322580645161
fi0.10277324632952692
ms0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue