Run: 2026-09-23-01M36VWMZE0MKCCZ0Q7PE7JRMD

Run Details

Model:
Grok 4.7 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
23.0s
Cost:
$0.006642
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 revisando las fotos del festival de manzanas… y no puedo dejar de temblar." Hunter: "Excuse me. Detective Hunter. You were out by the orchard with that camera. Did you see anything strange before people started vanishing?" Maria: "No entiendo. Pero vi algo. Entre los manzanos había una mujer con un abrigo rojo. En la foto siguiente… ya no está. Solo queda su bufanda en la hierba." Hunter: "I don't speak Spanish. Not a word. You're shaking, though. The camera—may I see it?" Maria: "La cámara. Sí. Mire, pero no me pida que lo mire otra vez. El pueblo parece tranquilo y no lo es. Alguien se la llevó. Lo sé." Hunter: "Okay. Camera. Pictures. You're scared. I get that much. Point. Show me which one." Maria: "Esta. Y esta. ¿Lo ve? El abrigo rojo, y luego nada. Ni siquiera una sombra. Como si el huerto se la hubiera tragado." Hunter: "Red coat. Then empty trees. Yeah. I see the frames. I don't know what you're saying, but I know that look. You witnessed something." Maria: "Testigo. Sí. Soy testigo y nadie me entiende. Por favor, no se vaya todavía. No quiero quedarme sola con estas fotos." Hunter: "Witness. Alone. I hear 'please.' I'm not leaving you high and dry—I just can't—" Hunter: "—Hold on. Hunter. …Where? The north road? I'm on my way. Five minutes." Maria: "¿Se va? No, espere. Aún no le he contado lo de la luz detrás de los árboles." Hunter: "I'm sorry. I have to go. Stay here. Stay in the café. I'll find someone who speaks Spanish and I'll come back for that camera. Don't go near the orchard. Understand? Café. Stay."
created_at"2026-09-23T10:09:57.748Z" 9/23/2026, 10:09:57 AM
model"x-ai/grok-4.7-20260916"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency628
moderation_latency(null)
generation_time23008
tokens_prompt304
tokens_completion579
native_tokens_prompt1508
native_tokens_completion1169
native_tokens_completion_images(null)
native_tokens_reasoning741
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"
usage0.0066416
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1790158197-RzyrKzA87FVqB55VnoGz"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1790158197-vl3OwoPdGuzkp3Fm31wh"
upstream_id"15c46d44-0f72-99d4-a223-2bb29f4de027"
provider_responses
0
endpoint_id"c942f37a-87e1-4fa8-83d0-8c67fda4fb4a"
id"15c46d44-0f72-99d4-a223-2bb29f4de027"
is_byokfalse
latency182
model_permaslug"x-ai/grok-4.7-20260916"
provider_name"xAI"
status200
total_cost0.0066416
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"Maria"
dialogue"Estaba revisando las fotos del festival de manzanas… y no puedo dejar de temblar."
detectedLang"es"
heavyLang"es"
scores
es0.7911590671771667
ca0.6579247434435576
pt0.640503295386459
it0.5588235294117647
fr0.5238095238095238
tl0.52
sl0.5180722891566265
en0.49874686716791977
no0.4796183868169991
hr0.4755244755244755
ms0.4614003590664273
nl0.44029850746268656
sv0.43872778297474274
da0.4371482176360225
lv0.4318181818181818
ro0.40476190476190477
az0.38335046248715315
lt0.37694704049844235
sq0.35691318327974275
pl0.3348115299334811
sk0.3150684931506849
de0.3111366245694604
tr0.29906542056074764
cs0.297423887587822
et0.23566878980891717
eu0.23371647509578544
hu0.21465968586387435
fi0.1891891891891892
vi0.14040114613180515
yo0.13544668587896252
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. Detective Hunter. You were out by the orchard with that camera. Did you see anything strange before people started vanishing?"
detectedLang"en"
heavyLang"en"
scores
en0.8040119898547383
tl0.606845513413506
fr0.48296836982968366
no0.4769230769230769
nl0.45161290322580644
da0.44516971279373363
it0.4201909959072306
ro0.4182067077344285
de0.40014114326040934
sq0.3871665465032444
sv0.38091769847050255
ms0.37591776798825255
cs0.3431221020092735
et0.31062449310624496
sl0.3089430894308943
es0.30838079739625707
ca0.2863140218303946
pt0.27412467976088817
sk0.26151172893136404
pl0.24377224199288253
hr0.21369102682701202
is0.1533864541832669
lv0.14829659318637273
lt0.1290983606557377
tr0.121900826446281
yo0.11180773249738767
hu0.08207343412526999
fi0.08108108108108109
az0.06490649064906491
reliabletrue
passestrue
2
name"Maria"
dialogue"No entiendo. Pero vi algo. Entre los manzanos había una mujer con un abrigo rojo. En la foto siguiente… ya no está. Solo queda su bufanda en la hierba."
detectedLang"es"
heavyLang"es"
scores
es0.8007968127490039
it0.6338337605272794
ca0.6335654085745696
pt0.6251874062968515
fr0.4954591321897074
tl0.4588744588744588
ro0.456226209896683
no0.4044073853484217
lv0.34167215273206053
nl0.33554817275747506
tr0.31880108991825606
hr0.3169398907103825
sk0.3136582017844887
da0.3045897079276773
sv0.2570579494799406
en0.25261584454409564
de0.24868519909842227
sq0.24242424242424243
is0.24069855732725895
vi0.23954372623574144
az0.22118380062305293
yo0.22118380062305293
eu0.1823385118560916
lt0.16943521594684383
et0.1659716430358632
ms0.1503823279524214
fi0.14893617021276595
sl0.13194444444444445
cs0.1273996509598604
pl0.12126537785588754
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't speak Spanish. Not a word. You're shaking, though. The camera—may I see it?"
detectedLang"en"
heavyLang"en"
scores
en0.8202614379084967
tl0.6283783783783783
sv0.4821092278719397
yo0.4696239151398264
no0.46393762183235865
ro0.4591937069813176
sq0.45
nl0.42827442827442824
it0.41983122362869196
ca0.40604751619870405
da0.39560439560439564
fr0.3834080717488789
de0.35672514619883045
et0.34988179669030733
hu0.3483412322274882
hr0.31335830212234705
cs0.301143583227446
es0.29577464788732394
pl0.29577464788732394
vi0.2912371134020619
tr0.29032258064516125
lv0.28478543563068925
ms0.2791612057667104
pt0.27726675427069647
is0.2753623188405797
sk0.26861702127659576
lt0.20863309352517986
az0.19472913616398244
sl0.140625
be0.11290322580645161
eu0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
4
name"Maria"
dialogue"La cámara. Sí. Mire, pero no me pida que lo mire otra vez. El pueblo parece tranquilo y no lo es. Alguien se la llevó. Lo sé."
detectedLang"es"
heavyLang"es"
scores
es0.818159016804615
ca0.6763392857142857
pt0.6562351825509721
fr0.5390972663699937
it0.532860824742268
ro0.46730345334313006
yo0.44015444015444016
tl0.4331508991399531
sq0.41532258064516125
lv0.4129554655870445
no0.36123348017621143
vi0.3324125230202578
et0.323062558356676
en0.3217960710944809
tr0.3028846153846154
hr0.29060665362035226
sl0.2778884462151395
fi0.26321138211382117
lt0.2609582059123343
pl0.25641025641025644
hu0.23844537815126046
de0.22459893048128343
sv0.22459893048128343
cs0.21195652173913043
da0.17613636363636365
sk0.1751990898748578
nl0.16857798165137614
ms0.16474654377880185
is0.14504716981132076
eu0.0845959595959596
az0.07525510204081631
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay. Camera. Pictures. You're scared. I get that much. Point. Show me which one."
detectedLang"en"
heavyLang"en"
scores
en0.8051948051948052
tl0.6263345195729538
fr0.5174632352941176
ro0.47657028913260224
it0.45652173913043476
ca0.4385026737967915
da0.4094488188976378
nl0.37050359712230213
no0.3697478991596639
pl0.36746987951807225
sv0.3574051407588739
sq0.34944237918215615
et0.32778489116517284
hr0.3009320905459388
es0.2768595041322314
pt0.2391304347826087
is0.2369186046511628
ms0.2290748898678414
lv0.21758569299552907
de0.21524663677130043
cs0.16666666666666666
sl0.1435562805872757
yo0.14215686274509806
fi0.125
sk0.12060301507537688
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
lt0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
6
name"Maria"
dialogue"Esta. Y esta. ¿Lo ve? El abrigo rojo, y luego nada. Ni siquiera una sombra. Como si el huerto se la hubiera tragado."
detectedLang"es"
heavyLang"es"
scores
es0.7977225052442314
it0.6394230769230769
pt0.6162592382035247
ca0.6075581395348837
ro0.5357634112792298
tl0.5108695652173912
yo0.4831546707503829
fr0.452998379254457
sl0.44029850746268656
cs0.40685413005272403
sq0.40371024734982336
sk0.3565300285986654
hr0.30769230769230765
vi0.2879746835443038
pl0.2826780021253985
sv0.2647058823529412
no0.26310043668122274
eu0.21052631578947367
tr0.2049469964664311
lv0.18576598311218334
hu0.15625
fi0.13127413127413126
da0.11994784876140809
az0.11533420707732633
de0.10358565737051792
lt0.09638554216867469
ms0.09395973154362416
reliabletrue
passestrue
7
name"Hunter"
dialogue"Red coat. Then empty trees. Yeah. I see the frames. I don't know what you're saying, but I know that look. You witnessed something."
detectedLang"en"
heavyLang"en"
scores
en0.8011290736463946
tl0.5041586692258477
no0.3503772003352892
et0.34210526315789475
sv0.2999096657633243
ca0.2896425297891842
fr0.2876838235294118
da0.2736644798500469
yo0.2597898758357211
hr0.21638018200202225
sq0.21479229989868287
is0.19855222337125128
it0.19855222337125128
cs0.19102296450939457
tr0.17989417989417988
es0.17289220917822837
ms0.16756176154672395
nl0.16576964477933262
pt0.1603466955579632
pl0.13984461709211987
ro0.10404624277456648
fi0.10092807424593969
sl0.08823529411764706
sk0.08500590318772137
be0.08284023668639054
de0.08284023668639054
hu0.07957244655581948
az0.07517899761336516
lt0.07517899761336516
lv0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
8
name"Maria"
dialogue"Testigo. Sí. Soy testigo y nadie me entiende. Por favor, no se vaya todavía. No quiero quedarme sola con estas fotos."
detectedLang"es"
heavyLang"es"
scores
es0.8011290736463946
pt0.6655157531290461
ca0.562887760857304
it0.5591581342434585
fr0.5242480049109883
en0.46514837819185645
sq0.45766270118964314
no0.4216417910447761
nl0.41109422492401215
sl0.386381631037213
da0.3839427662957075
et0.367862969004894
ro0.3487394957983193
sv0.31838170624450307
hr0.31718061674008813
lv0.3153710247349823
yo0.30617726051924804
fi0.29673321234119787
pl0.296094459582198
de0.28107606679035246
tl0.2757009345794392
eu0.25623800383877166
cs0.25265188042430087
lt0.24537487828627072
vi0.2280876494023904
sk0.21875
tr0.21875
az0.15021929824561403
ms0.09778812572759021
hu0.07957244655581948
reliabletrue
passestrue
9
name"Hunter"
dialogue"Witness. Alone. I hear 'please.' I'm not leaving you high and dry—I just can't—"
detectedLang"en"
heavyLang"en"
scores
en0.8005039899202016
tl0.5967741935483871
cs0.35197817189631647
sv0.3356643356643356
no0.32814710042432815
ca0.3115942028985507
da0.31059506531204645
pl0.2994100294985251
it0.2983751846381093
yo0.2813918305597579
et0.2578125
tr0.2375601926163724
hr0.2263843648208469
lv0.22512234910277326
sq0.22003284072249588
nl0.17102966841186737
ro0.1592920353982301
fr0.1394927536231884
de0.13636363636363635
sk0.1316270566727605
be0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
is0.1171003717472119
lt0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
10
name"Hunter"
dialogue"—Hold on. Hunter. …Where? The north road? I'm on my way. Five minutes."
detectedLang"en"
heavyLang"en"
scores
en0.8210290827740492
tl0.6296296296296297
fr0.5169082125603864
da0.4587280108254398
no0.441340782122905
de0.43582510578279265
ca0.43342776203966005
et0.4261119081779053
sq0.41002949852507375
pl0.37402190923317685
cs0.3710691823899371
sk0.3710691823899371
fi0.35691318327974275
sv0.35275080906148865
pt0.3464052287581699
nl0.3442622950819672
ms0.3288590604026846
yo0.3127147766323024
hr0.27927927927927926
es0.2766726943942134
sl0.24670433145009416
it0.24528301886792453
ro0.2438563327032136
hi0.17355371900826447
lt0.13606911447084233
tr0.12854030501089325
reliabletrue
passestrue
11
name"Maria"
dialogue"¿Se va? No, espere. Aún no le he contado lo de la luz detrás de los árboles."
detectedLang"es"
heavyLang"es"
scores
es0.8144023756495917
ca0.7216035634743875
it0.6811224489795917
pt0.6776273372018052
fr0.6443812233285917
ro0.6366279069767442
yo0.5974235104669887
en0.5374653098982424
tl0.5274102079395085
no0.46638207043756674
hu0.3757802746566792
ms0.3403693931398417
sq0.3359893758300133
sl0.33244325767690247
nl0.3315508021390375
hr0.31880108991825606
da0.29676511954992973
lv0.29278642149929274
sv0.2857142857142857
fi0.2784992784992785
tr0.2711370262390671
vi0.25925925925925924
eu0.258160237388724
de0.2248062015503876
cs0.21383647798742136
sk0.1539763113367174
pl0.13043478260869565
az0.11190053285968028
reliabletrue
passestrue
12
name"Hunter"
dialogue"I'm sorry. I have to go. Stay here. Stay in the café. I'll find someone who speaks Spanish and I'll come back for that camera. Don't go near the orchard. Understand? Café. Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8020543548041943
tl0.5808790212958768
da0.5429841897233202
no0.5090233545647559
nl0.4785794813979707
sv0.4293645897594078
it0.4243932794026135
yo0.3914473684210526
de0.3825100133511349
ro0.3703199455411845
pl0.3646978021978022
pt0.33405327573794097
sq0.2976461655277145
cs0.25702811244979923
sk0.24055829228243022
sl0.22916666666666666
hr0.21610169491525424
ca0.20600858369098712
fr0.19844020797227038
ms0.19565217391304346
et0.17923691215616683
lv0.16666666666666666
es0.1606170598911071
lt0.15293040293040291
az0.13712686567164178
hu0.12982126058325494
is0.1290018832391714
be0.07035175879396985
tr0.07035175879396985
uk0.06376518218623482
vi0.06376518218623482
reliabletrue
passestrue