Run: 2026-02-08-01KGYWX30RDNGDXWP6PHCA2DEC

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
48.9s
Cost:
$0.001433
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
66.67% 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
Hunter: "Excuse me, miss? I couldn't help but notice you're taking photos of the square, but you look very distressed. Have you seen anything strange around town lately?" Maria: "No, it is not strange. It is a nightmare. I saw the men in the dark coats. They came out of the forest and took the woman from the bakery. Can you help me?" Hunter: "You saw the men? Where exactly? I'm Detective Hunter, and I'm looking into some incidents around here." Maria: (Voice trembling) "They stood very still. Like statues. They wore the uniforms from the old factory. I tried to take a picture, but the camera... it went dark. Why are you pointing at me if you cannot understand my words?" Hunter: "I am trying to understand, ma'am, I really am. My Spanish is... nonexistent. Please, can you tell me where exactly this happened?" Maria: "In the alley behind the church. The one with the tall fence. They are there right now. Please, do not let them take me too." Hunter: "Okay, I understand. You stay right here. I need to call in a location." (Hunter listens to his radio/phone) Hunter: "Hunter. I have a lead. I'm coming back." (Looks back at Maria) "I have to go, I have to go." Maria: (In Spanish, whispering frantically) *No vayas. Me están viendo.*
created_at"2026-02-08T15:12:01.917658+00:00" 2/8/2026, 3:12:01 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency143
moderation_latency(null)
generation_time48802
tokens_prompt257
tokens_completion3541
native_tokens_prompt263
native_tokens_completion3552
native_tokens_completion_images(null)
native_tokens_reasoning3510
native_tokens_cached64
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"
usage0.0014333800000128
router(null)
provider_responses
0
id"chatcmpl-R1qfPJEzLkRSkI3c0A0Bitqu"
status200
is_byokfalse
latency50
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770563472-OGSfX5BgB7Sz1qjDxDCk"
upstream_id"chatcmpl-R1qfPJEzLkRSkI3c0A0Bitqu"
total_cost0.0014333800000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
66.67% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss? I couldn't help but notice you're taking photos of the square, but you look very distressed. Have you seen anything strange around town lately?"
detectedLang"en"
heavyLang"en"
scores
en0.8038831143361443
tl0.6009577015163607
fr0.5024875621890548
no0.44102850754611517
nl0.42594718714121704
sq0.39649969824984915
it0.3935718617343845
da0.358974358974359
sv0.34683213585891576
de0.324780553679946
ro0.3065187239944522
pt0.2862241256245539
pl0.2784992784992785
sk0.2769342010122921
hr0.27483683828861494
es0.26416482707873434
cs0.25925925925925924
lv0.2441421012849584
yo0.23488905891354248
ms0.23254029163468917
is0.2248062015503876
ca0.2242048099301784
et0.22360248447204967
sl0.19807538091419405
fi0.18896999188969993
tr0.17695473251028807
lt0.17355371900826447
hi0.13269731136166524
az0.1087344028520499
be0.06542056074766354
hu0.06279287722586692
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
1
name"Maria"
dialogue"No, it is not strange. It is a nightmare. I saw the men in the dark coats. They came out of the forest and took the woman from the bakery. Can you help me?"
detectedLang"en"
heavyLang"en"
scores
en0.8070562293274532
tl0.6372305140961857
no0.5721271393643031
nl0.5353159851301116
yo0.4804038004750594
da0.4582043343653251
it0.450721908349027
sv0.44089456869009586
ro0.43946188340807174
sq0.4254760341431385
cs0.3820621468926554
hr0.3691420331651046
fr0.3673174258857556
ca0.3570903747244673
is0.3532889874353289
de0.3484735666418466
pl0.3484735666418466
ms0.3460388639760837
sk0.3411144578313253
tr0.33912386706948644
lv0.32432432432432434
sl0.32432432432432434
hu0.3011182108626198
es0.29775280898876405
pt0.29492344883158744
az0.2874592833876221
et0.28687856560717195
fi0.19945105215004574
lt0.19503219871205152
eu0.1760828625235405
vi0.13194444444444445
be0.07407407407407407
uk0.06716417910447761
reliabletrue
passesfalse
2
name"Hunter"
dialogue"You saw the men? Where exactly? I'm Detective Hunter, and I'm looking into some incidents around here."
detectedLang"en"
heavyLang"en"
scores
en0.8270135621367286
tl0.6132425742574258
fr0.5188606620477291
nl0.4689889549702634
ro0.4644387317909169
no0.46213425129087776
ca0.4469026548672566
sq0.42765567765567764
da0.41588785046728977
pt0.40926275992438566
sv0.4075829383886255
es0.38785504407443677
de0.38362919132149903
it0.378727634194831
sl0.28977272727272724
ms0.27494199535962877
cs0.25059952038369304
yo0.24789410348977134
hr0.1677762982689747
lv0.13434903047091412
is0.10201149425287356
az0.10071942446043164
et0.08625730994152046
lt0.08625730994152046
sk0.08625730994152046
tr0.08625730994152046
reliabletrue
passestrue
3
name"Maria"
dialogue"They stood very still. Like statues. They wore the uniforms from the old factory. I tried to take a picture, but the camera... it went dark. Why are you pointing at me if you cannot understand my words?"
detectedLang"en"
heavyLang"en"
scores
en0.8110442696282586
tl0.6306903828760928
no0.5338660578386606
da0.5040485829959515
fr0.4650655021834061
ro0.46177504393673113
sv0.4424214838416022
it0.4365225390984361
nl0.4360036832412523
sq0.42703461178671653
de0.41162343900096054
cs0.38442211055276376
sk0.38100050530571
pl0.3606471816283925
yo0.35013262599469497
hr0.3466666666666667
ca0.325068870523416
sl0.29799426934097417
lt0.28025851938895413
lv0.27771226415094336
es0.27728613569321536
ms0.2673444976076555
pt0.26382211538461536
is0.26071213035606516
et0.18604651162790697
tr0.18114973262032086
fi0.16267942583732056
hu0.15400552486187846
az0.13793103448275862
vi0.0979381443298969
be0.05405405405405406
eu0.05405405405405406
uk0.04891304347826087
reliabletrue
passesfalse
4
name"Hunter"
dialogue"I am trying to understand, ma'am, I really am. My Spanish is... nonexistent. Please, can you tell me where exactly this happened?"
detectedLang"en"
heavyLang"en"
scores
en0.8028299698445837
tl0.5298672566371682
no0.5224719101123595
ro0.47595561035758327
da0.46439823566477634
nl0.4530244530244531
de0.4193989071038251
cs0.41780821917808225
sk0.38001458789204956
sq0.375
pl0.3694362017804154
sv0.36661698956780925
ca0.33749025720966486
yo0.288107202680067
es0.28148774302620455
it0.28148774302620455
hr0.2722602739726028
lt0.2691315563198624
hu0.25569176882662
sl0.24242424242424243
fr0.23423423423423423
lv0.22586520947176683
pt0.21658986175115208
is0.21223354958294718
az0.19278252611585947
et0.15674603174603174
tr0.1474423269809428
ms0.14400805639476336
hi0.09284951974386339
fi0.08108108108108109
be0.07608695652173912
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
5
name"Maria"
dialogue"In the alley behind the church. The one with the tall fence. They are there right now. Please, do not let them take me too."
detectedLang"en"
heavyLang"en"
scores
en0.8270515267175572
tl0.5730270906949352
de0.4784172661870503
sl0.46096654275092935
nl0.4105691056910569
sq0.40230832646331405
fr0.3808710503842869
no0.36459246275197194
yo0.363476733977173
ro0.34977578475336324
cs0.31214421252371916
da0.3108365019011407
it0.30355427473583096
ms0.3028846153846154
pl0.3022136669874879
pt0.30019305019305015
hr0.22210300429184548
sv0.2032967032967033
et0.19800884955752213
fi0.16666666666666666
tr0.16666666666666666
eu0.16281755196304848
sk0.15402567094515754
vi0.13277511961722488
es0.12333736396614269
az0.103831891223733
lv0.0845959595959596
reliabletrue
passesfalse
6
name"Hunter"
dialogue"Okay, I understand. You stay right here. I need to call in a location."
detectedLang"en"
heavyLang"en"
scores
en0.8238747553816046
tl0.7060744611365121
da0.6678966789667897
no0.6317512274959083
sv0.6176720475785896
de0.6103896103896105
yo0.6003552397868561
nl0.5856353591160222
fr0.560546875
ro0.551345962113659
cs0.5408163265306122
pl0.5398773006134969
it0.5150862068965517
sk0.4845360824742268
sq0.45520581113801456
ca0.45188794153471373
hr0.4492044063647491
sl0.44785276073619634
et0.3706293706293706
lv0.3617021276595745
lt0.3562231759656652
pt0.3515850144092219
es0.3343195266272189
hu0.33135215453194655
az0.3253373313343328
tr0.3253373313343328
is0.3202416918429003
fi0.24369747899159663
ms0.23469387755102045
vi0.22813036020583194
zh0.14611005692599618
be0.1346153846153846
eu0.1346153846153846
uk0.12280701754385964
reliabletrue
passestrue
7
name"Hunter"
dialogue"I have to go, I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8402555910543131
da0.7959183673469388
pl0.7867803837953091
yo0.7506234413965087
hr0.7183098591549296
no0.7175141242937854
tl0.7058823529411765
cs0.7023809523809523
sk0.6710526315789473
lv0.6491228070175439
lt0.6254681647940075
ca0.5798319327731093
sv0.5798319327731093
sq0.5726495726495726
sl0.5475113122171946
it0.5348837209302325
ro0.47368421052631576
be0.4117647058823529
tr0.4117647058823529
hu0.40119760479041916
az0.38650306748466257
et0.38650306748466257
is0.38650306748466257
uk0.38650306748466257
vi0.38650306748466257
reliabletrue
passestrue
8
name"Maria"
dialogue"No vayas. Me están viendo."
detectedLang"es"
heavyLang"es"
scores
es0.7750281214848144
pt0.7076023391812866
it0.6515679442508711
lv0.5726495726495726
ca0.5555555555555556
en0.4897959183673469
no0.4845360824742268
tl0.4805194805194805
fr0.47780678851174935
sq0.42528735632183906
lt0.3993993993993994
hu0.39209726443769
hr0.33554817275747506
et0.3220338983050847
sk0.3127147766323024
sl0.3055555555555556
tr0.3055555555555556
ms0.29577464788732394
nl0.29577464788732394
cs0.2805755395683453
fi0.2727272727272727
pl0.2727272727272727
reliabletrue
passestrue