Run: 2026-02-08-01KGYZYVM95JFG1BY136Q399F6

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
57.5s
Cost:
$0.000720
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
63.64% 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
Maria: "No... not alright. It wasn't the camera. It was the feeling. *Alguien me estaba observando*, Detective. Hombres con sombreros altos caminando entre los árboles." Hunter: (Frowning, leaning over the table) "Watched you? Like, someone was stalking you? You said men in tall hats?" Maria: "Just one. He didn't have eyes, only darkness where his face should be. *Era demasiado alto y movía el brazo de una forma extraña*." Hunter: "Sorry, ma'am. I'm not fluent in Spanish, but you don't look like you're joking. What did he do?" Maria: (Her hands tremble, gripping her camera strap) "He didn't speak. He just looked at the water where the bodies are found. *Él vio algo ahí. Él sabe lo que hicieron con ella*." Hunter: (Sudden realization and urgency) "What did he know? Look, I have to go, but please, don't leave this cafe. If that man comes back, you stay inside. Locked doors are safer." Maria: "But... *no puedo salir solo*. If I go back to the dorms, he will be there waiting." Hunter: (Hand on his radio) "Just stay put. I'm going to check the perimeter right now." Maria: (Anxiously) "Pégame. *Tengo miedo*. Please don't leave me alone." Hunter: (Getting up abruptly, phone already pressed to his ear) "Don't worry, you won't be. I'm going to find him." Hunter: "Hunter. Yeah, I found a witness. She’s seen the unsub near the river. I'm heading over now. Out."
created_at"2026-02-08T16:05:33.852594+00:00" 2/8/2026, 4:05:33 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency5417
moderation_latency(null)
generation_time57419
tokens_prompt257
tokens_completion1749
native_tokens_prompt263
native_tokens_completion1769
native_tokens_completion_images(null)
native_tokens_reasoning1464
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"
usage0.0007201800000128
router(null)
provider_responses
0
id"chatcmpl-RDl9M0xPK0enpsqDNuLoy6XZ"
status200
is_byokfalse
latency60
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566676-p9twrJ1dMcfPlPQ5uHFs"
upstream_id"chatcmpl-RDl9M0xPK0enpsqDNuLoy6XZ"
total_cost0.0007201800000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
63.64% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"No... not alright. It wasn't the camera. It was the feeling. Alguien me estaba observando, Detective. Hombres con sombreros altos caminando entre los árboles."
detectedLang"es"
heavyLang"es"
scores
es0.7311105135789191
en0.6895374107420055
pt0.6172981247608114
ca0.6111975116640747
it0.5471014492753623
tl0.5448338643604916
fr0.5247148288973384
ro0.48320413436692505
no0.40793368857312023
de0.37146448774355756
nl0.36588459099556125
ms0.3103448275862069
da0.2962702322308234
sq0.28825622775800713
sv0.2841803865425913
yo0.25595238095238093
lv0.22660479505027067
tr0.1935483870967742
hr0.1915925626515764
sl0.1843393148450245
et0.164578111946533
lt0.14015477214101463
sk0.13793103448275862
pl0.1273996509598604
vi0.11582670203359859
eu0.10152740341419587
fi0.06976744186046512
cs0.06716417910447761
reliabletrue
passestrue
1
name"Hunter"
dialogue"Watched you? Like, someone was stalking you? You said men in tall hats?"
detectedLang"en"
heavyLang"en"
scores
en0.7890888638920135
nl0.5634458672875436
sv0.5136186770428015
no0.4827586206896552
de0.4798890429958391
tl0.4292237442922375
sl0.3872549019607844
yo0.3181818181818182
cs0.3081180811808118
pl0.3081180811808118
pt0.28435114503816794
it0.2816091954022989
da0.27466150870406186
ro0.27466150870406186
et0.2299794661190965
sk0.19181034482758622
az0.1830065359477124
hr0.1812227074235808
lt0.1812227074235808
es0.17218543046357618
ms0.16666666666666666
fr0.1591928251121076
is0.1591928251121076
reliabletrue
passestrue
2
name"Maria"
dialogue"Just one. He didn't have eyes, only darkness where his face should be. Era demasiado alto y movía el brazo de una forma extraña."
detectedLang"en"
heavyLang"en"
scores
en0.735216240070609
es0.6945010183299388
ca0.554013875123885
pt0.5210218201170835
ro0.5169082125603864
fr0.40318302387267907
it0.38524590163934425
tl0.37888198757763975
da0.3176648976497347
hu0.3087557603686636
sq0.296875
yo0.29522317932654657
nl0.2885375494071147
sv0.2862807295796987
de0.2857142857142857
eu0.2555831265508685
pl0.22346850733390855
no0.2194275802254987
lt0.2173913043478261
hr0.19714540588760038
sk0.19282511210762332
cs0.18699186991869918
ms0.1773308957952468
fi0.15492957746478872
tr0.15492957746478872
lv0.13294797687861273
sl0.12959381044487428
az0.1262135922330097
et0.10179640718562875
vi0.09819639278557114
is0.07216494845360825
reliabletrue
passesfalse
3
name"Hunter"
dialogue"Sorry, ma'am. I'm not fluent in Spanish, but you don't look like you're joking. What did he do?"
detectedLang"en"
heavyLang"en"
scores
en0.7944078947368421
tl0.4951534733441034
nl0.3509865005192108
pt0.3434873949579832
de0.3336886993603412
no0.31768558951965065
fr0.3086283185840708
sl0.3047830923248054
yo0.30011198208286677
sv0.29218573046432617
it0.28325688073394495
pl0.2664319248826291
ro0.26210153482880755
cs0.25239234449760767
sq0.23965936739659366
fi0.23406862745098037
sk0.17437252311756934
hr0.1610738255033557
lt0.1610738255033557
vi0.15081521739130435
ca0.1270949720670391
az0.11847672778561354
es0.11847672778561354
tr0.11095305832147938
ms0.10714285714285714
da0.10201149425287356
hu0.10201149425287356
is0.10201149425287356
reliabletrue
passestrue
4
name"Maria"
dialogue"He didn't speak. He just looked at the water where the bodies are found. Él vio algo ahí. Él sabe lo que hicieron con ella."
detectedLang"en"
heavyLang"en"
scores
en0.7546691991136436
es0.6785566155122356
tl0.5416913069189828
pt0.4155354449472096
ca0.41465256797583083
fr0.32491289198606277
nl0.3159752868490733
da0.3092691622103387
yo0.3086529884032114
no0.30493273542600896
it0.26260704091341575
sv0.25552353506243997
de0.23115079365079366
sq0.23115079365079366
vi0.2226680040120361
fi0.17815482502651114
ro0.1603466955579632
et0.11630558722919043
sk0.11428571428571428
sl0.11428571428571428
lv0.09778812572759021
ms0.0914419695193435
lt0.08823529411764706
reliabletrue
passesfalse
5
name"Hunter"
dialogue"What did he know? Look, I have to go, but please, don't leave this cafe. If that man comes back, you stay inside. Locked doors are safer."
detectedLang"en"
heavyLang"en"
scores
en0.820475995075913
tl0.5668316831683169
da0.4051665533650578
ro0.37005039596832257
ca0.3640988372093023
sv0.34701492537313433
no0.3269230769230769
yo0.31533646322378717
lv0.3121069182389937
pl0.2966237942122186
cs0.2640874684608915
pt0.23846823324630112
es0.23580786026200873
lt0.2297535211267606
hr0.22566371681415928
nl0.21028880866425992
et0.2052679382379655
de0.19798350137488543
it0.19056429232192415
sk0.18906394810009267
fr0.15377176015473887
sq0.13280475718533202
sl0.12148594377510041
fi0.09420289855072464
ms0.07505285412262157
be0.07407407407407407
tr0.07407407407407407
hu0.07112526539278131
az0.06716417910447761
is0.06716417910447761
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue
6
name"Maria"
dialogue"But... no puedo salir solo. If I go back to the dorms, he will be there waiting."
detectedLang"en"
heavyLang"en"
scores
en0.7933884297520661
tl0.6362433862433863
es0.597953216374269
yo0.5299145299145299
no0.4907407407407407
it0.46859903381642515
pl0.44668008048289737
hr0.434737923946557
sv0.4186046511627907
pt0.4117647058823529
ca0.3982494529540482
de0.3982494529540482
da0.3685419058553387
lv0.3648960739030023
sk0.34911242603550297
sq0.34523809523809523
lt0.3365500603136309
ms0.30730478589420657
cs0.3002544529262086
nl0.25271739130434784
hu0.2506811989100818
fi0.23184357541899442
fr0.23184357541899442
tr0.2231638418079096
ro0.22206506364922204
is0.2005813953488372
sl0.18032786885245902
be0.11290322580645161
az0.10277324632952692
et0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passesfalse
7
name"Hunter"
dialogue"Just stay put. I'm going to check the perimeter right now."
detectedLang"en"
heavyLang"en"
scores
en0.8186763372620127
tl0.5798319327731093
no0.5255041518386714
da0.5006242197253433
sv0.45725915875169604
yo0.4428969359331476
hr0.42857142857142855
nl0.36808846761453395
ms0.36608557844690964
et0.35691318327974275
sq0.35064935064935066
fr0.3474714518760196
sk0.332220367278798
sl0.3127147766323024
lv0.31153184165232356
lt0.2895204262877442
de0.2779783393501805
ca0.2687385740402194
pl0.2523364485981308
cs0.24670433145009416
es0.24670433145009416
pt0.2366412213740458
tr0.23076923076923078
ro0.16317991631799164
it0.15254237288135594
fi0.14893617021276595
reliabletrue
passestrue
8
name"Maria"
dialogue"Pégame. Tengo miedo. Please don't leave me alone."
detectedLang"en"
heavyLang"en"
scores
en0.7282608695652174
es0.5679723502304147
it0.3951612903225807
ms0.3315508021390375
fr0.3093922651933701
sq0.2829827915869981
eu0.22839506172839508
is0.22680412371134018
ro0.21052631578947367
tl0.21052631578947367
et0.20212765957446807
no0.19527896995708155
pt0.19006479481641467
sl0.19006479481641467
nl0.1830065359477124
hu0.17035398230088497
pl0.17035398230088497
fi0.16666666666666666
reliabletrue
passesfalse
9
name"Hunter"
dialogue"Don't worry, you won't be. I'm going to find him."
detectedLang"en"
heavyLang"en"
scores
en0.823273518216422
tl0.4500846023688663
yo0.4318181818181818
lt0.3992606284658041
cs0.39138576779026213
da0.385633270321361
pl0.2934782608695652
sk0.28884026258205686
lv0.27293064876957496
sl0.2713004484304933
hu0.2647058823529412
hr0.2630385487528345
no0.2511520737327189
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter. Yeah, I found a witness. She’s seen the unsub near the river. I'm heading over now. Out."
detectedLang"en"
heavyLang"en"
scores
en0.7926028344279294
tl0.6453900709219859
da0.5652173913043478
no0.5356037151702787
nl0.4845360824742268
ca0.4530537830446673
sv0.42473633748801537
ms0.40119760479041916
it0.3963782696177062
yo0.39271255060728744
sq0.3637327677624602
fr0.3603411513859275
cs0.34210526315789475
tr0.33774834437086093
de0.3340732519422864
ro0.32432432432432434
pt0.3204983012457531
sk0.3135011441647597
hr0.29494712103407755
pl0.2779783393501805
hu0.2709599027946537
is0.25925925925925924
lv0.25742574257425743
es0.25650557620817843
sl0.19893190921228304
lt0.19463087248322147
az0.18144611186903137
vi0.18144611186903137
et0.17355371900826447
be0.1044776119402985
eu0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue