Run: 2026-02-08-01KGZ06GBC3DQRE4QNGBHFDSGN

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
37.8s
Cost:
$0.000768
Provider:
DeepInfra

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
Marie: "Oui. Le monstre. Il l'a emmenée sous l'eau. Il y a un liquide rouge partout." (Yes. The monster. He took her under the water. There is red liquid everywhere.) Hunter: "Monster? Excuse me, I don't speak French. What did you see? Did you see a man?" Marie: "Un homme. Il portait un grand manteau. Il y a un point rouge sur sa main. Il a regardé ma caméra, puis il a disparu dans les arbres." Hunter: "A man in a coat? With a red mark on his hand? When did you see this?" Marie: "Il y a dix minutes. Je n'ai pas pu le photographier. Il était trop rapide." Hunter: "Okay, thank you. Stay here." (He pauses, looking at his radio) Hunter: "Hunter." Marie: "Excusez-moi ?" (Excuse me?)
created_at"2026-02-08T16:09:24.850068+00:00" 2/8/2026, 4:09:24 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency219
moderation_latency(null)
generation_time37723
tokens_prompt257
tokens_completion1857
native_tokens_prompt267
native_tokens_completion1911
native_tokens_completion_images(null)
native_tokens_reasoning1740
native_tokens_cached256
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.0007676200000512
router(null)
provider_responses
0
id"chatcmpl-RnXYnvkrcDDABOCK8f8j1BCT"
status200
is_byokfalse
latency71
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566926-19frYZOVEwszHDkVFiVv"
upstream_id"chatcmpl-RnXYnvkrcDDABOCK8f8j1BCT"
total_cost0.0007676200000512
cache_discount0.0000127999999488
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Oui. Le monstre. Il l'a emmenée sous l'eau. Il y a un liquide rouge partout."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8021108179419525
it0.626068376068376
es0.5869394177812746
ro0.5588235294117647
ca0.5174632352941176
en0.44678609062170704
hu0.44208289054197664
yo0.4360902255639098
pt0.37648456057007124
lv0.37050359712230213
pl0.34782608695652173
sl0.3429286608260325
cs0.34210526315789475
sk0.34045226130653267
az0.3354430379746835
nl0.32432432432432434
hr0.3225806451612903
da0.3119266055045872
no0.3027888446215139
tr0.3027888446215139
vi0.24242424242424243
lt0.23020527859237538
tl0.22451994091580502
eu0.2222222222222222
de0.21875
sq0.21524663677130043
sv0.2081447963800905
et0.20212765957446807
ms0.20212765957446807
is0.125
fi0.10714285714285714
reliabletrue
passestrue
1
name"Hunter"
dialogue"Monster? Excuse me, I don't speak French. What did you see? Did you see a man?"
detectedLang"en"
heavyLang"en"
scores
en0.7899159663865546
tl0.5668912415784408
no0.5197438633938101
et0.5098039215686274
it0.5033112582781457
da0.48805460750853247
sv0.47976878612716767
sq0.47856315179606024
es0.46492271105826394
fr0.4597839135654262
pt0.4578313253012048
nl0.4289340101522843
ca0.42528735632183906
cs0.4117647058823529
hr0.40789473684210525
pl0.39839572192513373
ro0.3902439024390244
hu0.3885869565217392
sk0.3767313019390581
de0.3706293706293706
sl0.35251798561151076
lv0.3487698986975398
lt0.34687953555878087
ms0.3181818181818182
tr0.3181818181818182
yo0.31402439024390244
fi0.23469387755102045
is0.23469387755102045
az0.22813036020583194
vi0.22813036020583194
be0.1346153846153846
eu0.1346153846153846
uk0.12280701754385964
reliabletrue
passestrue
2
name"Marie"
dialogue"Un homme. Il portait un grand manteau. Il y a un point rouge sur sa main. Il a regardé ma caméra, puis il a disparu dans les arbres."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7982854261220373
ca0.6146435452793835
es0.5897435897435898
it0.570123589468028
ro0.5691976305869683
tl0.5076923076923077
en0.5021779713752333
sk0.4467496542185339
da0.43899018232819076
pt0.4227994227994228
et0.40564635958395245
pl0.40564635958395245
no0.3989481592787378
yo0.3916349809885932
sq0.34959349593495936
de0.34047815333882936
cs0.3371996685998343
lv0.32432432432432434
sv0.30434782608695654
hr0.30374238468233244
hu0.27338782924613986
tr0.2694063926940639
nl0.25512104283054005
lt0.24882629107981222
vi0.23518164435946462
az0.23371647509578544
sl0.21645445641527913
ms0.1894630192502533
fi0.14984059511158343
is0.08571428571428572
eu0.08045977011494253
reliabletrue
passestrue
3
name"Hunter"
dialogue"A man in a coat? With a red mark on his hand? When did you see this?"
detectedLang"en"
heavyLang"en"
scores
en0.8277446026642169
tl0.6722027972027972
nl0.5659722222222222
sv0.5508982035928144
de0.5265151515151516
et0.5078740157480316
sl0.4596541786743516
cs0.4318181818181818
yo0.4292237442922375
ro0.42835365853658536
da0.423963133640553
hr0.4230769230769231
pl0.4212962962962963
it0.4204018547140649
ca0.38524590163934425
fr0.3760399334442596
es0.3654822335025381
ms0.3654822335025381
fi0.36224489795918363
sk0.35344827586206895
lv0.3218806509945751
lt0.3194192377495462
no0.3042671614100185
hu0.2937853107344633
az0.29111531190926276
is0.2870722433460076
pt0.27184466019417475
hi0.1830065359477124
tr0.17035398230088497
sq0.1610738255033557
eu0.15730337078651685
vi0.15730337078651685
reliabletrue
passestrue
4
name"Marie"
dialogue"Il y a dix minutes. Je n'ai pas pu le photographier. Il était trop rapide."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8162440279309077
en0.5659722222222222
it0.5378927911275416
ro0.5029821073558649
es0.4959677419354839
ca0.47862356621480706
sl0.4747899159663866
yo0.4469026548672566
pl0.4212962962962963
cs0.414519906323185
hr0.4117647058823529
nl0.4117647058823529
sk0.4117647058823529
de0.3670886075949367
pt0.3581514762516046
sq0.3412384716732542
hu0.3368700265251989
lt0.3206521739130435
tl0.29775280898876405
et0.2917847025495751
ms0.2917847025495751
az0.27007299270072993
vi0.251497005988024
tr0.24357034795764
da0.21752738654147105
no0.21507064364207218
fi0.2125984251968504
sv0.21011058451816747
hi0.1334488734835355
is0.13043478260869565
eu0.12280701754385964
lv0.12280701754385964
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, thank you. Stay here."
detectedLang"en"
heavyLang"en"
scores
en0.7967479674796748
tl0.5495495495495496
vi0.4915254237288135
sq0.39999999999999997
cs0.34210526315789475
reliabletrue
passestrue
6
name"Hunter"
dialogue"Hunter."
detectedLang"en"
heavyLang"de"
scores
en0.7797356828193832
de0.6376811594202898
da0.6212121212121212
no0.609375
fr0.5901639344262295
sv0.5833333333333334
tl0.5726495726495726
it0.5575221238938053
nl0.5575221238938053
pt0.5575221238938053
ca0.5412844036697247
ms0.5412844036697247
ro0.5412844036697247
sl0.5412844036697247
sq0.5412844036697247
tr0.5412844036697247
reliablefalse
passestrue
7
name"Marie"
dialogue"Excusez-moi ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.625
reliabletrue
passestrue