Run: 2026-02-08-01KGYZEHST5JJF9KBBQT0MA9BD

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
38.0s
Cost:
$0.001091
Provider:
Z.AI

Evaluation summary

Score Evaluator
Details Link
90.00% 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: "Excuse me. I'm with the local police. Are you a student here? I need to ask you something about the disappearances near the old mill." Marie: (She clutches her camera strap tighter, shaking her head frantically). "Je ne comprends pas l'anglais. Je ne comprends pas l'anglais." Hunter: "Okay, calm down. I'm not arresting you. I just need to know if you saw anything strange around the area this week. Did you see anyone running or acting strange?" Marie: (She lowers her gaze but keeps her voice trembling, clearly speaking in French). "C'était hier matin. Je prenais des photos des pins. Mais quand j'ai regardé le développement... il y avait une zone grise. Mais elle bougeait." Hunter: "Your photo was blurry? So it was just a trick of the light?" Marie: "Non. Ce n'était pas la lumière. Il y avait un visage qui regardait à travers l'objectif. Il faisait un signe vers la rivière. Et il avait une cicatrice sur le cou. Je... je ne savais pas qu'il était derrière moi." Hunter: (He leans forward, squinting, clearly trying to process a student complaining about bad night photography). "You think you saw a ghost in the darkroom? Because that sounds like a pretty normal reaction for a developing print." Marie: (Her voice rises, urgent and scared). "Je ne suis pas sûr de l'objectif ! Regardez ! Je peux prouver ce que j'ai vu." (She slides her camera across the table). "Regardez le negative." Hunter: (He looks down at the camera screen, completely bewildered). "There's nothing but a blur of trees. Just static. Look, miss, I don't have time to debate your photography techniques. I'm a detective, I have to go investigate real crime scenes." Hunter: "I have to take this call. I'll be back later."
created_at"2026-02-08T15:56:20.3324+00:00" 2/8/2026, 3:56:20 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2597
moderation_latency(null)
generation_time37952
tokens_prompt257
tokens_completion2624
native_tokens_prompt267
native_tokens_completion2683
native_tokens_completion_images(null)
native_tokens_reasoning2447
native_tokens_cached7
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"
usage0.00109147
router(null)
provider_responses
0
id"20260208235542f60118d1bb704ba5"
status200
is_byokfalse
latency2597
endpoint_id"18a62ad3-010d-49c1-87bd-c2af7056db0b"
provider_name"Z.AI"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566141-hDCbWDWnhocMpthfWFmt"
upstream_id"20260208235542f60118d1bb704ba5"
total_cost0.00109147
cache_discount4.2e-7
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
90.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Excuse me. I'm with the local police. Are you a student here? I need to ask you something about the disappearances near the old mill."
detectedLang"en"
heavyLang"en"
scores
en0.8063380281690141
tl0.5951913640824338
fr0.5499181669394435
ro0.5195107746068724
cs0.4827586206896552
ca0.4794952681388013
sq0.47718631178707227
pt0.47284345047923326
no0.472168905950096
it0.4708146247594612
es0.4421906693711968
nl0.4368600682593857
sk0.4290657439446367
hr0.4258872651356994
da0.4246861924686192
pl0.41737288135593226
ms0.40476190476190477
sl0.38661710037174724
et0.3861607142857143
sv0.3778280542986425
lv0.37166793602437165
yo0.3529411764705882
lt0.3298131600324939
hu0.30203045685279184
az0.25541516245487367
de0.25339366515837103
fi0.21203438395415475
tr0.20977011494252876
eu0.16582406471183014
is0.14330218068535827
vi0.13883089770354906
be0.0782122905027933
uk0.07094594594594594
reliabletrue
passesfalse
1
name"Marie"
dialogue"Je ne comprends pas l'anglais. Je ne comprends pas l'anglais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7928176795580111
ca0.6753246753246753
it0.6287128712871286
lt0.6192893401015229
nl0.5778611632270169
sl0.5722433460076045
hr0.5579567779960707
sq0.5140388768898488
cs0.5044052863436124
en0.49209932279909707
ro0.4874715261958998
es0.4791666666666667
lv0.4668246445497631
tl0.42748091603053434
yo0.4201030927835051
de0.4109947643979057
sk0.39189189189189183
pt0.3515850144092219
tr0.29467084639498436
pl0.2879746835443038
fi0.281150159744409
ms0.27184466019417475
hu0.267100977198697
reliabletrue
passestrue
2
name"Hunter"
dialogue"Okay, calm down. I'm not arresting you. I just need to know if you saw anything strange around the area this week. Did you see anyone running or acting strange?"
detectedLang"en"
heavyLang"en"
scores
en0.8199588477366255
tl0.6742367833209234
no0.5002855511136494
sv0.4664634146341463
nl0.4551681195516812
da0.44864524259609323
et0.403544648943422
fr0.38553370786516855
sq0.364560639070443
it0.3613138686131387
hr0.3547197640117994
ms0.3508902077151336
ca0.3484735666418466
cs0.3445692883895131
ro0.31853582554517135
is0.30167597765363136
sk0.2886178861788618
pl0.27924217462932455
yo0.2744610281923715
de0.2640874684608915
pt0.26097972972972977
lt0.25341296928327645
sl0.23979148566463945
lv0.22566371681415928
es0.2222222222222222
tr0.1913123844731978
az0.17140151515151517
eu0.10164271047227927
be0.07407407407407407
hu0.07112526539278131
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue
3
name"Marie"
dialogue"C'était hier matin. Je prenais des photos des pins. Mais quand j'ai regardé le développement... il y avait une zone grise. Mais elle bougeait."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8031496062992126
ca0.4555873925501433
en0.4546498277841562
it0.4385342789598109
pt0.4245911568746214
de0.3983533882203927
es0.3863049095607235
sl0.36198791134989927
nl0.35767410412440837
tl0.3510928961748634
ro0.35064935064935066
hr0.3238434163701068
yo0.26810477657935283
sk0.23263327948303714
pl0.21681780708985984
sq0.20168067226890754
no0.18941979522184302
cs0.1810344827586207
da0.1782006920415225
vi0.1717523975588492
az0.15780141843971632
lv0.1510277033065237
lt0.1495076096687556
hu0.1449144914491449
tr0.14027149321266968
sv0.12844036697247707
hi0.07497565725413825
fi0.07317073170731707
ms0.07317073170731707
reliabletrue
passestrue
4
name"Hunter"
dialogue"Your photo was blurry? So it was just a trick of the light?"
detectedLang"en"
heavyLang"en"
scores
en0.8022738507167573
tl0.7124370956146657
yo0.6370235934664247
fr0.5726495726495726
nl0.5510662177328844
de0.5375722543352601
no0.51278928136419
sv0.37791601866251945
sl0.37597503900156004
ro0.37402190923317685
sk0.3710691823899371
sq0.3710691823899371
da0.358974358974359
cs0.3548387096774194
ms0.35379644588045234
ca0.3474714518760196
vi0.29701230228471004
et0.2920353982300885
is0.2907801418439716
hu0.2805755395683453
lv0.2805755395683453
pt0.25925925925925924
es0.24812030075187969
it0.23809523809523808
hr0.21875
pl0.2079207920792079
lt0.17012448132780084
hi0.16142557651991615
tr0.16142557651991615
az0.14893617021276595
eu0.14893617021276595
fi0.13606911447084233
reliabletrue
passestrue
5
name"Marie"
dialogue"Non. Ce n'était pas la lumière. Il y avait un visage qui regardait à travers l'objectif. Il faisait un signe vers la rivière. Et il avait une cicatrice sur le cou. Je... je ne savais pas qu'il était derrière moi."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8154580981328702
it0.5611015490533563
ca0.5128009170806267
ro0.456984667802385
es0.4449281671745755
en0.3583291394061399
nl0.3324607329842932
yo0.3210862619808307
sl0.3044189852700491
tl0.298293891029169
lt0.29087875417130143
lv0.27184466019417475
hr0.26172553561088596
tr0.25612602100350057
no0.253949678174371
da0.25263774912075027
pt0.2517605633802817
sq0.23971377459749554
az0.2392601431980907
cs0.2225609756097561
de0.16228646517739814
et0.15450928381962864
sk0.1414141414141414
pl0.13324269204622705
vi0.12491420727522307
hu0.12371134020618556
sv0.11825726141078839
fi0.11396803335649758
eu0.06387665198237885
ms0.06181015452538631
is0.0604274134119381
reliabletrue
passestrue
6
name"Hunter"
dialogue"You think you saw a ghost in the darkroom? Because that sounds like a pretty normal reaction for a developing print."
detectedLang"en"
heavyLang"en"
scores
en0.8028491477995421
tl0.6356370474847203
nl0.5734727572922399
ro0.5441176470588235
fr0.5183343691733996
no0.5060548119821543
pt0.47243022464261397
sv0.4476122594440485
da0.4444444444444444
de0.44043321299638993
ms0.4288872512896094
ca0.42034405385190726
sl0.41198786039453716
es0.38296178343949044
it0.3795036028823059
yo0.34433164128595606
hr0.34210526315789475
sk0.31838170624450307
az0.3111111111111111
sq0.31049822064056937
fi0.3055555555555556
cs0.2973708068902992
hu0.2702448210922787
lv0.2695570216776626
lt0.2688679245283019
pl0.24242424242424243
tr0.21953675730110775
et0.19855222337125128
eu0.15021929824561403
be0.11428571428571428
zh0.0903755868544601
is0.08823529411764706
vi0.08284023668639054
reliabletrue
passestrue
7
name"Marie"
dialogue"Regardez le negative."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7448979591836735
it0.7186495176848874
ro0.6967071057192374
en0.6541501976284586
es0.6492985971943889
sl0.6391752577319588
tl0.5535714285714286
da0.5406824146981627
de0.5406824146981627
ca0.5333333333333334
hr0.5308310991957105
sv0.5192307692307693
sq0.47761194029850745
nl0.4760479041916168
no0.4496855345911949
pt0.44267515923566875
cs0.4186046511627907
yo0.41077441077441074
ms0.36823104693140796
hu0.358974358974359
lt0.308300395256917
lv0.2768595041322314
pl0.2647058823529412
et0.25213675213675213
sk0.25213675213675213
reliabletrue
passestrue
8
name"Hunter"
dialogue"There's nothing but a blur of trees. Just static. Look, miss, I don't have time to debate your photography techniques. I'm a detective, I have to go investigate real crime scenes."
detectedLang"en"
heavyLang"en"
scores
en0.8007791747830707
tl0.6353322528363047
fr0.5634458672875436
ro0.5404411764705882
ca0.5028722934158196
pt0.49664429530201337
no0.4853613906678865
da0.4827586206896552
it0.46504992867332384
es0.45835339431872896
hr0.413451511991658
cs0.41161087866108786
pl0.4034994697773065
de0.4022316684378321
sk0.39903846153846156
sv0.3855816493719279
lt0.38254665203073546
nl0.3811881188118812
sl0.35008665511265163
yo0.34631028471818714
et0.3428738317757009
sq0.33706540954625813
lv0.303405572755418
az0.2554599602911979
hu0.25298804780876494
ms0.23260572987721692
is0.2049469964664311
tr0.15477084898572502
vi0.10572337042925278
fi0.09783480352846832
hi0.06405990016638935
be0.058577405857740586
eu0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to take this call. I'll be back later."
detectedLang"en"
heavyLang"en"
scores
en0.8271527341294784
tl0.650571791613723
da0.6376811594202898
no0.5564516129032259
pl0.5506535947712418
yo0.548440065681445
lt0.5036101083032491
hr0.4811320754716981
cs0.461839530332681
sv0.44889779559118237
nl0.4318181818181818
sk0.4258872651356994
sl0.41983122362869196
lv0.40217391304347827
hu0.4008714596949891
de0.36194895591647336
ca0.3341404358353511
sq0.3276283618581907
it0.2948717948717949
ro0.24657534246575344
hi0.21652421652421652
fr0.20520231213872833
pt0.20520231213872833
be0.20289855072463767
tr0.20289855072463767
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue