Run: 2026-04-24-01KQ0232T4P9RBJJXG6WARVMPN

Run Details

Model:
Z.AI GLM 4.5 Air
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
21.6s
Cost:
$0.000936
Provider:
Z.AI

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
VOICE SHEET Marie: *looking down at her camera, then up with startled eyes* "Oh! Je... je ne comprends pas. Parlez-vous français?" (Oh! I... I don't understand. Do you speak French?) Hunter: *leaning forward, concerned* "Ma'am, I'm Detective Hunter. I'm investigating some disappearances in town. Have you noticed anything unusual lately?" Marie: *shaking her head nervously, hands trembling slightly* "Je suis étudiante. Je ne comprends pas ce que vous dites. Y a-t-il eu un problème ici?" (I'm a student. I don't understand what you're saying. Has there been a problem here?) Hunter: *frustrated, gesturing* "Disappearances. People missing. Have you seen anything? Anything at all?" Marie: *eyes widening, pointing to her camera* "J'ai pris des photos. Hier. Dans le parc. Il y avait une voiture... quelqu'un semblait effrayé." (I took photos. Yesterday. In the park. There was a car... someone seemed scared.) Hunter: *leaning closer, trying to interpret her gestures* "Car? Park? Scared? What kind of car? When exactly?" Marie: *mixing French with English words she might know* "Voiture... noire. Hier soir. Personne... running. Très rapide." (Car... black. Last night. Person... running. Very fast.) Hunter: *pulling out notebook, scribbling* "Black car. Last night. Someone running. That's helpful. Do you have these photos?" Marie: *nervously shaking head* "Non. Je... je les ai effacées. J'avais peur." (No. I... I deleted them. I was scared.) Hunter: *phone rings, he glances at it* "Damn it." *to Marie* "I have to take this. Can you stay here? I'll send someone who speaks French." Marie: *nodding quickly* "Oui, oui. Je resterai." (Yes, yes. I'll stay.) Hunter: *heading to door, turns back* "Don't leave. This might be important." *answers phone* "Hunter." *exits quickly*
created_at"2026-04-24T15:35:17.212Z" 4/24/2026, 3:35:17 PM
model"z-ai/glm-4.5-air"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1749
moderation_latency(null)
generation_time21215
tokens_prompt316
tokens_completion874
native_tokens_prompt268
native_tokens_completion803
native_tokens_completion_images(null)
native_tokens_reasoning402
native_tokens_cached6
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"stop"
usage0.00093588
router(null)
provider_responses
0
endpoint_id"90fc9bb3-01bb-419f-bb58-dea60a80d201"
is_byokfalse
latency103
model_permaslug"z-ai/glm-4.5-air"
provider_name"Novita"
status429
1
endpoint_id"c8760514-8a81-4a73-ae2c-be4942ba93f3"
id"20260424233517a90bf2c9bbfe4442"
is_byokfalse
latency1749
model_permaslug"z-ai/glm-4.5-air"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777044917-KLl0W373L8SM5oSBhPaJ"
session_id(null)
api_type"completions"
id"gen-1777044917-IElfXH0cxC7QJIlMAcYz"
upstream_id"20260424233517a90bf2c9bbfe4442"
total_cost0.00093588
cache_discount0.00000102
upstream_inference_cost0
provider_name"Z.AI"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Oh! Je... je ne comprends pas. Parlez-vous français?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7935196950444727
ca0.6621621621621622
nl0.6372767857142857
it0.5811855670103093
sl0.574607329842932
hr0.5660881174899867
sq0.5337159253945482
cs0.5269286754002911
ro0.5213549337260678
lt0.5192307692307693
en0.5170876671619613
pt0.5134730538922155
es0.5098039215686274
de0.47833065810593905
sk0.468954248366013
yo0.42781690140845074
tl0.4196428571428571
pl0.4122965641952984
lv0.40476190476190477
hu0.4025735294117647
tr0.3992606284658041
ms0.3879472693032015
no0.2919389978213508
az0.2903930131004367
da0.2793791574279379
sv0.2793791574279379
fi0.21307506053268765
eu0.19753086419753088
et0.16237113402061853
is0.15364583333333331
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. I'm investigating some disappearances in town. Have you noticed anything unusual lately?"
detectedLang"en"
heavyLang"en"
scores
en0.7877875136911282
tl0.5561282932416953
fr0.5283018867924528
pt0.5213094502779494
it0.5003223726627982
ro0.4957709824333117
nl0.49080157687253617
de0.43677325581395343
es0.4288872512896094
ms0.41109422492401215
ca0.4092987804878049
sv0.36527436527436524
da0.3616144975288303
sl0.3437764606265877
sq0.3231441048034934
no0.31718061674008813
sk0.27230046948356806
cs0.26540284360189575
hr0.2590822179732314
lv0.2533718689788054
et0.2319127849355798
az0.20675537359263052
pl0.1711229946524064
is0.15115005476451257
fi0.15021929824561403
lt0.13984461709211987
yo0.10196987253765932
hi0.08930669800235018
tr0.07074340527577938
reliabletrue
passestrue
2
name"Marie"
dialogue"Je suis étudiante. Je ne comprends pas ce que vous dites. Y a-t-il eu un problème ici?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8181024447031432
es0.6582832148715144
ca0.6472911963882619
it0.6319199057714959
ro0.6125232486050837
pt0.5561079545454546
en0.5090337784760408
hr0.49186991869918695
sl0.48474855729596045
de0.4843234323432343
lt0.4791666666666667
cs0.47829716193656097
nl0.47829716193656097
sq0.45934256055363326
lv0.4313011828935396
tl0.4313011828935396
sk0.4302643573381951
yo0.4191449814126394
hu0.4081439393939394
ms0.3842364532019704
tr0.378727634194831
pl0.37374749498997994
no0.3441762854144806
az0.3400211193241816
da0.3078626799557032
sv0.30089485458612975
et0.2985409652076319
vi0.26985981308411217
fi0.26210153482880755
is0.1883116883116883
eu0.10071942446043164
reliabletrue
passestrue
3
name"Hunter"
dialogue"Disappearances. People missing. Have you seen anything? Anything at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8179871520342612
tl0.6218861209964412
da0.5203160270880361
fr0.47530864197530864
no0.42876344086021506
ms0.4022503516174402
nl0.39801699716713884
pt0.34715821812596004
it0.34514637904468415
ca0.3441358024691358
sq0.288107202680067
sv0.28330522765598654
et0.2647058823529412
is0.26343154246100525
de0.2530755711775044
es0.17315175097276264
cs0.1550695825049702
fi0.1550695825049702
lv0.14829659318637273
az0.1326530612244898
reliabletrue
passestrue
4
name"Marie"
dialogue"J'ai pris des photos. Hier. Dans le parc. Il y avait une voiture... quelqu'un semblait effrayé."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8051138135328968
it0.49919871794871795
ca0.43541102077687444
es0.43336355394378967
de0.4318181818181818
en0.39320388349514557
yo0.31917211328976036
ro0.24698795180722888
sl0.23965936739659366
da0.23594132029339854
nl0.21777221526908636
tl0.20076726342711
fi0.18407310704960833
az0.15540540540540537
pl0.14383561643835618
hu0.1355463347164592
ms0.1355463347164592
vi0.1355463347164592
hr0.12095639943741208
tr0.11847672778561354
lt0.11347517730496455
pt0.11347517730496455
hi0.10968660968660969
no0.10968660968660969
sv0.10968660968660969
lv0.10201149425287356
sq0.10201149425287356
reliabletrue
passestrue
5
name"Hunter"
dialogue"Car? Park? Scared? What kind of car? When exactly?"
detectedLang"en"
heavyLang"en"
scores
en0.8251748251748252
nl0.5300751879699248
tl0.43946188340807174
de0.39172749391727496
ro0.3842364532019704
fr0.3333333333333333
yo0.3112947658402204
no0.2732558139534884
is0.2625368731563422
it0.26035502958579887
es0.2378048780487805
reliabletrue
passestrue
6
name"Marie"
dialogue"Voiture... noire. Hier soir. Personne... running. Très rapide."
detectedLang"fr"
heavyLang"fr"
scores
fr0.804177545691906
en0.5743473325766175
tl0.4791666666666667
it0.47844228094575797
de0.4747899159663866
nl0.43524096385542166
sv0.37290969899665555
da0.3578767123287671
ca0.35008665511265163
no0.34782608695652173
ro0.3194192377495462
is0.31569343065693434
sq0.2829827915869981
hr0.27884615384615385
pt0.27606177606177607
fi0.2732558139534884
es0.19006479481641467
ms0.19006479481641467
sl0.1758241758241758
lv0.16666666666666666
lt0.1610738255033557
yo0.1591928251121076
tr0.1515837104072398
hu0.14383561643835618
az0.1359447004608295
cs0.1359447004608295
et0.1359447004608295
pl0.1359447004608295
sk0.1359447004608295
reliabletrue
passestrue
7
name"Hunter"
dialogue"Black car. Last night. Someone running. That's helpful. Do you have these photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8138957816377173
tl0.6022727272727273
fr0.5093457943925234
da0.4496855345911949
nl0.3979357798165138
sq0.37648456057007124
pt0.37425506555423127
de0.29624664879356566
cs0.2866847826086956
no0.27184466019417475
es0.23133235724743775
yo0.22451994091580502
pl0.21407185628742514
sv0.20574886535552195
sk0.2009132420091324
hr0.18604651162790697
sl0.18604651162790697
vi0.17452830188679244
is0.1732283464566929
it0.16
fi0.15865384615384615
lt0.13223140495867766
et0.12790697674418602
hi0.12790697674418602
ca0.1191275167785235
lv0.1191275167785235
reliabletrue
passestrue
8
name"Marie"
dialogue"Non. Je... je les ai effacées. J'avais peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7568093385214008
it0.5201535508637236
sl0.40898345153664306
hr0.40617577197149646
yo0.3946731234866829
ca0.38875305623471884
cs0.37027707808564225
sk0.3670886075949367
sq0.35064935064935066
nl0.33510638297872336
ro0.30747922437673125
vi0.29775280898876405
es0.28977272727272724
lt0.2857142857142857
en0.2711370262390671
no0.2711370262390671
pl0.2668621700879765
eu0.258160237388724
tl0.25595238095238093
de0.24242424242424243
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to take this. Can you stay here? I'll send someone who speaks French."
detectedLang"en"
heavyLang"en"
scores
en0.8231132075471699
tl0.5790458372310571
da0.46428571428571425
cs0.4109947643979057
pl0.3670886075949367
hr0.3617021276595745
no0.36079545454545453
sq0.34210526315789475
yo0.33234421364985167
ca0.32330827067669177
sk0.3119266055045872
et0.3098159509202454
sl0.3066255778120185
it0.29906542056074764
lv0.2913385826771654
es0.281150159744409
pt0.2753623188405797
lt0.2706645056726094
tr0.24623115577889448
az0.23728813559322032
sv0.23469387755102045
ro0.16666666666666666
be0.1346153846153846
hu0.12959381044487428
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
10
name"Marie"
dialogue"Oui, oui. Je resterai."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7822299651567944
nl0.6778350515463918
sl0.649859943977591
hr0.647887323943662
it0.6397694524495676
cs0.6268656716417911
ms0.622356495468278
yo0.5659722222222222
sv0.5629370629370629
lt0.5487364620938628
no0.5370370370370371
sk0.5370370370370371
ca0.5318352059925093
es0.5283018867924528
de0.5265151515151516
da0.5229007633587787
pl0.4212962962962963
eu0.40191387559808617
pt0.358974358974359
en0.34895833333333337
ro0.34895833333333337
az0.3206521739130435
et0.3206521739130435
lv0.3206521739130435
sq0.3206521739130435
tl0.3206521739130435
tr0.3206521739130435
reliabletrue
passestrue
11
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