Run: 2026-09-01-01M1ENFVJ5H2RFGA3WQ85C1AH3

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
1m 8s
Cost:
$0.018440
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn. You at the apple festival? See anything unusual?" Marie: "Pardon? Je... j'ai vu une chose horrible. Une femme a disparu dans la brume près des pommiers. Mes photos... c'est terrifiant, je tremble encore." Hunter: "French? I don't speak a word of it. Missing people. Camera shots of the festival? Anything that stands out?" Marie: "L'appareil photo, oui. Une ombre noire, quelqu'un qui n'est plus là. Les disparitions, c'est lié, j'en suis sûre. Pourquoi ici, dans cette petite ville?" Hunter: "Shadows, apples... you're shaken, I can tell. This town's too small for folks to just vanish. Need details, not riddles." Marie: "Je ne comprends pas vos mots. Étudiante française, rien qu'en français. Tout cela me hante, un cauchemar. Les gens disparaissent comme des feuilles." Hunter: "Language barrier's killing me. Hold on—phone. I have to take this. Duty calls."
created_at"2026-09-01T14:20:38.861Z" 9/1/2026, 2:20:38 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency532
moderation_latency(null)
generation_time67578
tokens_prompt303
tokens_completion706
native_tokens_prompt472
native_tokens_completion3012
native_tokens_completion_images(null)
native_tokens_reasoning2763
native_tokens_cached384
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"
usage0.01844
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788272438-DSb8yN9hIRmYXXbk1Yfp"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788272438-7Z7cqS73DSaq7RHkaw8F"
upstream_id"616ad389-dc5a-9812-b8d3-77c17a110e12"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"616ad389-dc5a-9812-b8d3-77c17a110e12"
is_byokfalse
latency159
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.01844
cache_discount0.000576
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"Hunter"
dialogue"Excuse me, miss. Detective Hunter. Investigating the disappearances around Alborn. You at the apple festival? See anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7695262483994878
tl0.6335504885993485
fr0.5925758261656858
pt0.5405819295558958
es0.5081967213114754
nl0.5024875621890548
it0.5002776235424764
no0.49636261891438166
ms0.4727592267135325
ca0.4522215459525259
ro0.45054945054945056
da0.4485294117647059
sq0.44649446494464945
et0.40828402366863903
sv0.40357852882703776
de0.39999999999999997
sl0.36930623686054664
hr0.3440233236151603
cs0.34162399414776884
sk0.2214532871972318
lt0.21875
az0.2077464788732394
lv0.18699186991869918
fi0.17958067456700091
is0.13294797687861273
yo0.10625620655412116
hu0.06928645294725957
pl0.06542056074766354
tr0.06152241918665276
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon? Je... j'ai vu une chose horrible. Une femme a disparu dans la brume près des pommiers. Mes photos... c'est terrifiant, je tremble encore."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7928026172300982
en0.5783399911229472
ca0.5499763145428707
es0.47075208913649025
de0.3725231175693527
ro0.371277299801456
it0.36960849369608495
pt0.3457300275482094
lt0.343015214384509
sq0.3342676944639103
cs0.32045779685264664
sl0.3150684931506849
nl0.30758017492711365
tl0.3035190615835778
da0.3019838354151359
yo0.2824773413897281
sk0.2658423493044822
pl0.26242236024844723
no0.24242424242424243
hr0.22952149229521493
eu0.208992506244796
et0.1955969517358171
hu0.18733960650128315
fi0.18454935622317598
lv0.18454935622317598
vi0.1394927536231884
az0.12280701754385964
sv0.1171003717472119
hi0.07497565725413825
tr0.07497565725413825
is0.07317073170731707
ms0.06219151036525173
reliabletrue
passestrue
2
name"Hunter"
dialogue"French? I don't speak a word of it. Missing people. Camera shots of the festival? Anything that stands out?"
detectedLang"en"
heavyLang"en"
scores
en0.8054979253112033
tl0.6590909090909091
nl0.5384615384615384
no0.5232040686586141
it0.5186136071887034
da0.5075508864084044
sv0.4897959183673469
fr0.4692144373673036
sq0.467707594038325
ca0.4658119658119659
ms0.4600431965442765
ro0.43095599393019723
is0.4230769230769231
hr0.41588785046728977
de0.4075829383886255
es0.40570522979397783
yo0.4009584664536741
cs0.399519615692554
pt0.399519615692554
sk0.34325744308231176
az0.3356953055801594
pl0.3345164152617569
sl0.3194192377495462
lt0.3055555555555556
et0.2944496707431797
hu0.27884615384615385
lv0.2732558139534884
tr0.2219917012448133
fi0.21383647798742136
vi0.1506228765571914
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
3
name"Marie"
dialogue"L'appareil photo, oui. Une ombre noire, quelqu'un qui n'est plus là. Les disparitions, c'est lié, j'en suis sûre. Pourquoi ici, dans cette petite ville?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8098682990168798
ca0.450990894483128
en0.4244806288601909
it0.4241573033707865
tl0.3601747815230961
da0.35655994978028877
es0.31022880215343207
no0.283717679944095
de0.27510608203677517
sv0.2384843982169391
fi0.22171602126044038
ro0.2017133956386293
hu0.15078707539353772
pt0.14583333333333334
et0.1372053872053872
sl0.1350210970464135
cs0.13282571912013535
vi0.13282571912013535
sq0.12017167381974249
yo0.07906558849955077
hr0.07740774077407742
nl0.07407407407407407
tr0.07407407407407407
hi0.06987295825771324
sk0.06307129798903108
is0.057904411764705885
reliabletrue
passestrue
4
name"Hunter"
dialogue"Shadows, apples... you're shaken, I can tell. This town's too small for folks to just vanish. Need details, not riddles."
detectedLang"en"
heavyLang"en"
scores
en0.7786304604486423
no0.508519003931848
tl0.4440326167531504
da0.4322482967448903
sv0.42748091603053434
ca0.3644067796610169
tr0.3267504488330341
nl0.3087557603686636
hr0.2964352720450282
et0.28842504743833014
de0.27884615384615385
sq0.2661448140900196
pl0.258160237388724
fr0.25224327018943166
cs0.23935091277890466
lt0.2331288343558282
pt0.2299794661190965
yo0.2299794661190965
sk0.21383647798742136
it0.20886075949367086
lv0.19786096256684493
ro0.16759156492785796
es0.15824915824915825
az0.15730337078651685
sl0.13892078071182548
be0.08536585365853659
hu0.08200734394124846
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
5
name"Marie"
dialogue"Je ne comprends pas vos mots. Étudiante française, rien qu'en français. Tout cela me hante, un cauchemar. Les gens disparaissent comme des feuilles."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8031903874041848
ca0.6164715381509892
es0.5386109762020398
it0.533627884143348
en0.4656917885264342
nl0.44216089254257196
ro0.42493946731234866
no0.4235436893203884
pt0.4168201350521793
de0.39528962444302995
sq0.39528962444302995
ms0.3559322033898305
tl0.35064935064935066
sl0.32814710042432815
lt0.3004418262150221
cs0.27921092564491656
hr0.2753623188405797
da0.2714723926380368
et0.2714723926380368
yo0.2686682063125481
lv0.25723221266614543
sk0.2313915857605178
tr0.20235096557514695
fi0.20033670033670034
sv0.1495076096687556
pl0.1449144914491449
hu0.13793103448275862
eu0.07766990291262135
az0.06219151036525173
is0.058473736372646176
reliabletrue
passestrue
6
name"Hunter"
dialogue"Language barrier's killing me. Hold on—phone. I have to take this. Duty calls."
detectedLang"en"
heavyLang"en"
scores
en0.8023343373493976
da0.6184593023255814
tl0.5914396887159533
no0.5466321243523317
de0.4912790697674419
yo0.4519832985386221
fr0.4473684210526315
ca0.44385593220338987
et0.42622950819672134
sq0.4120940649496081
nl0.40878378378378377
it0.40136830102622584
pl0.396551724137931
hr0.3951612903225807
sv0.39095127610208813
cs0.37200956937799046
sl0.35344827586206895
es0.34944237918215615
sk0.34701492537313433
ro0.3453865336658354
ms0.33962264150943394
lt0.30463576158940403
fi0.3
vi0.27184466019417475
lv0.2605633802816902
eu0.2532005689900427
pt0.24892703862660948
is0.21875
ja0.16
hi0.13793103448275862
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue