Run: 2026-02-08-01KGYWY4JJX0MFP5S0GN8NB992

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
49.4s
Cost:
$0.001032
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss? You're with the photography program, aren't you? I couldn't help but notice your camera earlier." Melanie: (Startled, tightening her grip on the camera strap) "Ja... aber ich spreche kein Englisch." Hunter: "Oh, right, of course. Sorry. I’m Detective Hunter. I was wondering if you could help me. I noticed you taking pictures of the old apple mill this morning. The view was beautiful, but your camera lens looked a little too dark, like you were trying to hide something. Do you know what happened there?" Melanie: (Eyes widen in genuine horror) "Es gab kein Bild. Es gab kein Bild. Ich... ich habe das Loch gesehen. Das große Loch. Es schrie... es hat geschrien vor Hunger." (There was no picture. There was no picture. I... I saw the hole. The big hole. It screamed... it screamed for hunger.) Hunter: (Frowning, tapping his temple) "I’m sorry, I don't speak German. I don't speak German at all. I just want to know if you saw anyone. Was there a crowd at the mill this morning?" Melanie: (Shaking her head frantically, gesturing wildly with the camera) "Nein! Keine Leute. Aber ich habe die Schritte gehört. Tiefe Schritte. Wie ein... wie ein Monster." (No! No people. But I heard the footsteps. Deep footsteps. Like a... like a monster.) Hunter: (Reaching into his jacket) "Look, I'm going to ask this one more time. Can you understand me?" Melanie: (Breathing heavily) "Ja... ich verstehe Sie. Aber... ich habe Angst." (Yes... I understand you. But... I am afraid.) Hunter: (Checking his watch) "Okay. Well, listen to me. Whatever you saw, just stay in the café. Don't go anywhere." (Hunter’s radio crackles). "Dispatch, this is Hunter. I'm coming in." (Hunter hangs up and walks away). "Sorry, I have to go. Good luck." Melanie: (Watching him leave) "Schließen Sie... die Tür. Bitte." (Close... the door. Please.)
created_at"2026-02-08T15:12:37.077239+00:00" 2/8/2026, 3:12:37 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4132
moderation_latency(null)
generation_time49277
tokens_prompt261
tokens_completion2525
native_tokens_prompt267
native_tokens_completion2548
native_tokens_completion_images(null)
native_tokens_reasoning2141
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"
usage0.0010320200000128
router(null)
provider_responses
0
id"chatcmpl-R2086mNrpybr0qkgEfuCl92c"
status200
is_byokfalse
latency54
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770563506-LdYDuud4wP78k7eFMZkS"
upstream_id"chatcmpl-R2086mNrpybr0qkgEfuCl92c"
total_cost0.0010320200000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss? You're with the photography program, aren't you? I couldn't help but notice your camera earlier."
detectedLang"en"
heavyLang"en"
scores
en0.7812135355892649
fr0.5892661555312158
tl0.5772266065388951
ro0.45652173913043476
no0.4469026548672566
ms0.4248466257668711
it0.4113029827315541
sv0.4033412887828162
sq0.39564867042707497
hr0.3718592964824121
da0.36224489795918363
cs0.3466898954703833
nl0.3397887323943662
es0.32553956834532377
et0.29906542056074764
ca0.2937853107344633
sk0.2781520692974013
pl0.26108374384236455
lv0.25521350546176763
pt0.2416582406471183
tr0.22680412371134018
sl0.2260061919504644
lt0.2203742203742204
hu0.21875
yo0.20550847457627117
de0.156355455568054
hi0.09310761789600969
fi0.09090909090909091
be0.08536585365853659
az0.07749077490774908
eu0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
1
name"Melanie"
dialogue"Ja... aber ich spreche kein Englisch."
detectedLang"de"
heavyLang"de"
scores
de0.8062015503875969
nl0.5856353591160222
sk0.5517928286852589
da0.4955156950672646
pl0.46428571428571425
sl0.4578313253012048
ro0.44029850746268656
no0.4140625
en0.4109947643979057
et0.4063324538258575
fi0.40476190476190477
hr0.39839572192513373
sv0.3951612903225807
lv0.3382352941176471
ca0.3263473053892215
lt0.2857142857142857
sq0.25
yo0.25
ms0.24242424242424243
is0.23469387755102045
it0.23469387755102045
reliabletrue
passestrue
2
name"Hunter"
dialogue"Oh, right, of course. Sorry. I’m Detective Hunter. I was wondering if you could help me. I noticed you taking pictures of the old apple mill this morning. The view was beautiful, but your camera lens looked a little too dark, like you were trying to hide something. Do you know what happened there?"
detectedLang"en"
heavyLang"en"
scores
en0.8111088421482541
tl0.6132134643529167
fr0.4907789705477566
no0.4516893894487255
nl0.44907683144729005
de0.38353882039320225
sv0.381477766633233
da0.37961099932930914
it0.34767277856135403
sq0.33857704683589557
pt0.33691756272401435
ro0.3359655419956928
es0.3097014925373134
yo0.30241327300150833
ca0.29791271347248577
cs0.260295881647341
sl0.24979724249797244
pl0.24949290060851928
sk0.24827305973181632
ms0.24612876935615322
hr0.23044925124792015
lv0.1980927611616818
is0.18069087688219662
et0.17410714285714285
tr0.13632119514472454
lt0.11862791805621725
vi0.11652340019102196
hu0.1075735648818138
fi0.10541586073500966
az0.0670700958144226
be0.03645833333333333
eu0.03645833333333333
uk0.032932566649242025
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es gab kein Bild. Es gab kein Bild. Ich... ich habe das Loch gesehen. Das große Loch. Es schrie... es hat geschrien vor Hunger."
detectedLang"de"
heavyLang"de"
scores
de0.8189030700241463
nl0.467005076142132
sv0.35503685503685506
ca0.31282722513089006
no0.2981283422459893
da0.29245283018867924
eu0.29245283018867924
en0.2698191933240611
hu0.26573426573426573
fi0.2510699001426534
pt0.2402315484804631
fr0.23469387755102045
es0.21875
ro0.19724770642201836
sk0.19106317411402157
lv0.18604651162790697
pl0.1796875
sq0.16
lt0.14772727272727273
is0.12935323383084577
tr0.12935323383084577
reliabletrue
passestrue
4
name"Hunter"
dialogue"I’m sorry, I don't speak German. I don't speak German at all. I just want to know if you saw anyone. Was there a crowd at the mill this morning?"
detectedLang"en"
heavyLang"en"
scores
en0.8228473266051106
tl0.6653144016227182
no0.4850187265917603
sv0.4791666666666667
da0.45901639344262296
nl0.42388268156424586
yo0.394273127753304
de0.38248502994011974
sq0.3792325056433409
it0.37547312641937924
cs0.35090479937057434
ca0.34523809523809523
ro0.32098765432098764
hr0.30788590604026844
pl0.30730478589420657
sk0.2881794650560828
et0.27695004382120947
ms0.2737676056338028
lv0.23611111111111113
lt0.23184357541899442
is0.23112767940354148
pt0.22535211267605632
hu0.21278625954198474
tr0.20825335892514396
sl0.20366795366795365
az0.19747081712062256
es0.19668938656280427
fr0.19117647058823528
vi0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
fi0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
5
name"Melanie"
dialogue"Nein! Keine Leute. Aber ich habe die Schritte gehört. Tiefe Schritte. Wie ein... wie ein Monster."
detectedLang"de"
heavyLang"de"
scores
de0.8244998244998246
nl0.5633187772925764
no0.43117178612059154
et0.36061381074168797
fr0.34810951760104303
pl0.34210526315789475
it0.29775280898876405
sk0.2795389048991354
sv0.2753623188405797
da0.24698795180722888
ca0.24127465857359634
fi0.2378048780487805
tr0.23195084485407066
ms0.21996879875195008
is0.14965986394557826
yo0.14965986394557826
en0.1334488734835355
sl0.11816578483245149
tl0.11816578483245149
hu0.11190053285968028
es0.10554561717352416
hr0.10554561717352416
pt0.10554561717352416
ro0.10554561717352416
sq0.10554561717352416
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I'm going to ask this one more time. Can you understand me?"
detectedLang"en"
heavyLang"en"
scores
en0.8297872340425532
no0.588477366255144
tl0.562363238512035
da0.5454545454545454
hr0.477124183006536
pl0.42857142857142855
sl0.4261119081779053
cs0.4227994227994228
nl0.3957703927492447
sk0.355877616747182
sv0.3453355155482815
de0.3254637436762226
pt0.3006993006993007
sq0.27007299270072993
yo0.25512104283054005
lv0.23371647509578544
lt0.20634920634920634
es0.20318725099601595
et0.1919191919191919
fr0.18533604887983707
ms0.17355371900826447
it0.16666666666666666
az0.16142557651991615
ca0.16142557651991615
tr0.16142557651991615
fi0.15789473684210525
is0.15611814345991562
ro0.15611814345991562
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ja... ich verstehe Sie. Aber... ich habe Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8299319727891157
pl0.5511669658886894
nl0.5136186770428015
sk0.4541484716157206
ca0.40191387559808617
da0.3857493857493857
et0.3811881188118812
fi0.3796526054590571
no0.358974358974359
sq0.34895833333333337
sv0.34895833333333337
lv0.3150684931506849
sl0.24242424242424243
lt0.23547400611620795
yo0.23076923076923078
hu0.22360248447204967
it0.22360248447204967
is0.21135646687697163
en0.20127795527156547
es0.20127795527156547
fr0.20127795527156547
pt0.20127795527156547
az0.19093851132686085
ro0.19093851132686085
reliabletrue
passestrue
8
name"Hunter"
dialogue"Sorry, I have to go. Good luck."
detectedLang"en"
heavyLang"en"
scores
en0.7914494264859229
tl0.6875
da0.6610169491525424
pl0.648506151142355
yo0.6007984031936128
hr0.5604395604395604
no0.5594713656387665
cs0.5412844036697247
it0.5180722891566265
sk0.504950495049505
lv0.4805194805194805
lt0.4550408719346049
ca0.40828402366863903
sv0.40828402366863903
sq0.40119760479041916
sl0.37694704049844235
pt0.3333333333333333
ro0.3103448275862069
be0.25925925925925924
tr0.25925925925925924
hu0.250936329588015
az0.23954372623574144
et0.23954372623574144
is0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
9
name"Melanie"
dialogue"Schließen Sie... die Tür. Bitte."
detectedLang"de"
heavyLang"de"
scores
de0.8351195383347073
nl0.5412844036697247
tr0.36908517350157727
et0.3610223642172524
pl0.358974358974359
yo0.3055555555555556
da0.2727272727272727
it0.2727272727272727
no0.2727272727272727
reliabletrue
passestrue