Run: 2026-02-08-01KGZ02KJ7EXQ2XEWBJWDA2FNB

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 4s
Cost:
$0.001006
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
Melanie: "German: Wo ist er? Ich habe ihn dort hingeschickt und er ist nicht zurückgekommen..." Hunter: "I’m sorry, I don’t speak German. Are you alright?" Melanie: "German: Nein! Was willst du von mir? Er hat mich gesehen! Ich habe aufgenommen und er... er hat den Auslöser gedrückt! Ist das etwas für die Polizei?" Hunter: "Okay, okay, take a breath. Listen, I’m Detective Hunter, and I’m investigating the disappearances around here. I just saw you with a camera, and I thought maybe you saw something." Melanie: (German) "Etwas gesehen? Ich habe gesehen, wie die Leute verschwinden. Ich wollte nur meine Landschaften fotografieren, aber da waren die Schatten. Die Schatten am Waldrand... sie zogen die Leute in den See. Ich habe es gefilmt!" Hunter: "Wait, you saw people being pulled into the lake? Shadows? Can you show me the camera?" Melanie: "German: Ich... ich kann nicht. Ich glaube, ich darf es nicht zeigen. Es ist mir egal, ich bin nur hier zum Studieren. Lass mich in Ruhe." Hunter: "Look, I know this is scary, but I need that video. Please, just let me see the lens. Is there something on the card?" Hunter: (Checks pocket) "Sorry, wrong pocket." Melanie: "German: Warum bist du so neugierig? Willst du das Schweigen brechen, wie alle anderen?" Hunter: "I'm just doing my job. Look, I have to go. Someone's at the front desk looking for me."
created_at"2026-02-08T16:07:43.756085+00:00" 2/8/2026, 4:07:43 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency180
moderation_latency(null)
generation_time64373
tokens_prompt261
tokens_completion2453
native_tokens_prompt267
native_tokens_completion2483
native_tokens_completion_images(null)
native_tokens_reasoning2329
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"
usage0.0010060200000128
router(null)
provider_responses
0
id"chatcmpl-RosWQZilDS220yKz4hIYi4IT"
status200
is_byokfalse
latency57
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566798-vvmeMbQCAcA4IRAhgJta"
upstream_id"chatcmpl-RosWQZilDS220yKz4hIYi4IT"
total_cost0.0010060200000128
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"Melanie"
dialogue"German: Wo ist er? Ich habe ihn dort hingeschickt und er ist nicht zurückgekommen..."
detectedLang"de"
heavyLang"de"
scores
de0.828319162851537
nl0.5147874306839186
da0.41471571906354515
no0.4020501138952164
is0.31640625
tl0.31282722513089006
sv0.3073878627968338
ms0.2510699001426534
en0.25
yo0.2435158501440922
tr0.23802612481857763
ro0.23469387755102045
sk0.19106317411402157
pl0.1796875
hi0.16798732171156894
cs0.16
et0.14075286415711946
ca0.13793103448275862
it0.13793103448275862
az0.11764705882352942
es0.11764705882352942
sq0.11764705882352942
reliabletrue
passestrue
1
name"Hunter"
dialogue"I’m sorry, I don’t speak German. Are you alright?"
detectedLang"en"
heavyLang"en"
scores
en0.8028391167192429
tl0.7186796699174793
ro0.5155038759689923
it0.44362017804154297
ca0.3718592964824121
no0.3686868686868687
da0.36224489795918363
sv0.3567753001715266
sq0.35233160621761656
cs0.32795698924731176
yo0.30037313432835816
de0.28435114503816794
tr0.27184466019417475
hr0.2704280155642024
az0.2618110236220473
pl0.251497005988024
pt0.21052631578947367
nl0.17218543046357618
fr0.1648106904231626
sk0.1610738255033557
be0.15730337078651685
es0.15730337078651685
ms0.15730337078651685
hu0.1515837104072398
et0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
2
name"Melanie"
dialogue"German: Nein! Was willst du von mir? Er hat mich gesehen! Ich habe aufgenommen und er... er hat den Auslöser gedrückt! Ist das etwas für die Polizei?"
detectedLang"de"
heavyLang"de"
scores
de0.8252766453115901
nl0.5520159283225485
no0.48364888123924266
da0.47058823529411764
sv0.4396014943960149
en0.3877551020408163
eu0.34545454545454546
tr0.303405572755418
ro0.2805755395683453
tl0.2598684210526316
yo0.22613929492691315
is0.21397379912663753
pt0.2077464788732394
az0.205648720211827
fr0.2049469964664311
sk0.1891891891891892
pl0.18404351767905713
hr0.17279411764705882
cs0.17050691244239632
lt0.16897506925207756
fi0.16044776119402984
it0.15887850467289721
hu0.1533396048918156
sl0.1533396048918156
ca0.14772727272727273
ms0.14448669201520914
sq0.14448669201520914
es0.13875598086124402
hi0.10536779324055667
vi0.0990990990990991
et0.08998988877654197
lv0.08998988877654197
reliabletrue
passestrue
3
name"Hunter"
dialogue"Okay, okay, take a breath. Listen, I’m Detective Hunter, and I’m investigating the disappearances around here. I just saw you with a camera, and I thought maybe you saw something."
detectedLang"en"
heavyLang"en"
scores
en0.8034811903425042
tl0.6738117427772601
fr0.5179063360881543
ro0.5047169811320754
it0.48705422569614065
ca0.4852941176470589
pt0.48122529644268774
sv0.4794248884481904
no0.44678609062170704
nl0.44089456869009586
es0.4287268770402612
ms0.42622950819672134
da0.4176372712146422
sq0.4057724957555179
de0.40102681118083283
hr0.36247723132969034
cs0.3558282208588957
sl0.3132766514061478
yo0.2818057455540356
sk0.2753623188405797
lv0.25690021231422505
et0.2537313432835821
is0.24785100286532946
fi0.22794117647058826
hu0.22394678492239467
pl0.22106824925816024
tr0.20634920634920634
lt0.20514761544284632
az0.19292851652574944
eu0.15117219078415522
vi0.11242603550295857
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
4
name"Melanie"
dialogue"Etwas gesehen? Ich habe gesehen, wie die Leute verschwinden. Ich wollte nur meine Landschaften fotografieren, aber da waren die Schatten. Die Schatten am Waldrand... sie zogen die Leute in den See. Ich habe es gefilmt!"
detectedLang"de"
heavyLang"de"
scores
de0.8141998734977861
nl0.6536987916298261
no0.5496358758144884
da0.5134575569358178
sv0.5038006756756757
en0.43428021184400584
eu0.3773184949655538
ro0.3631436314363144
ca0.342841163310962
tr0.33690744920993226
pl0.3281875357347056
es0.3208092485549133
it0.3136682242990654
et0.27825552825552824
sl0.26054122089364373
is0.23997412677878394
yo0.22082228116710875
pt0.20928667563930015
az0.2076871207012812
fr0.2055442866801893
ms0.2055442866801893
tl0.20500676589986466
lt0.2001361470388019
hu0.1913282863041982
sq0.189095928226363
hr0.17832167832167833
sk0.17774667599720081
lv0.1707833450952717
cs0.16250890947968638
fi0.14170927684441198
hi0.06893819334389857
vi0.050888529886914384
reliabletrue
passestrue
5
name"Hunter"
dialogue"Wait, you saw people being pulled into the lake? Shadows? Can you show me the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.811058074781225
tl0.4897959183673469
ms0.4128553770086526
nl0.4032663316582915
no0.35636856368563685
fr0.34027777777777785
it0.3338008415147265
de0.3233618233618234
sq0.32239657631954355
es0.2973372781065089
ca0.27370030581039756
da0.2725880551301685
az0.2714723926380368
pt0.2578125
sv0.25196850393700787
ro0.24960505529225907
tr0.24603174603174602
yo0.18384879725085912
is0.17102966841186737
et0.16666666666666666
sl0.15630550621669628
cs0.1410488245931284
fi0.13636363636363635
reliabletrue
passestrue
6
name"Melanie"
dialogue"German: Ich... ich kann nicht. Ich glaube, ich darf es nicht zeigen. Es ist mir egal, ich bin nur hier zum Studieren. Lass mich in Ruhe."
detectedLang"de"
heavyLang"de"
scores
de0.819744869661675
nl0.5529573590096286
en0.4298245614035088
ro0.4106980961015413
es0.40909090909090906
it0.367704280155642
no0.35834155972359333
sv0.35707220573689413
tr0.34541792547834843
ms0.3387589013224822
ca0.3236212278876171
tl0.3193717277486911
pl0.2903930131004367
sl0.24681344148319811
lv0.2261904761904762
sk0.21968787515006
hr0.2140266021765417
cs0.21212121212121213
da0.2111650485436893
lt0.19852034525277434
az0.19154228855721395
sq0.1875
fr0.18444165621079048
eu0.1402116402116402
hi0.1402116402116402
hu0.1356382978723404
yo0.11924119241192413
is0.10714285714285714
reliabletrue
passestrue
7
name"Hunter"
dialogue"Look, I know this is scary, but I need that video. Please, just let me see the lens. Is there something on the card?"
detectedLang"en"
heavyLang"en"
scores
en0.8198077949813133
tl0.5863970588235294
et0.555921052631579
fr0.4294167371090448
sq0.424061433447099
no0.4063324538258575
nl0.39946619217081847
da0.3891402714932127
cs0.38016528925619836
it0.3773062730627306
ro0.3685687558465856
yo0.3656015037593985
sv0.3583650190114069
ms0.3465634075508229
hr0.3433852140077821
fi0.3395303326810176
sl0.33693516699410614
ca0.31749241658240646
de0.3154158215010142
es0.3091095189355169
hu0.29906542056074764
sk0.2961418143899896
pl0.2879746835443038
tr0.21784472769409038
pt0.19738406658739593
is0.18674698795180722
lv0.16149068322981366
az0.15307402760351316
hi0.11067193675889328
be0.09395973154362416
lt0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
8
name"Hunter"
dialogue"Sorry, wrong pocket."
detectedLang"en"
heavyLang"en"
scores
en0.714828897338403
tl0.6437054631828979
vi0.506578947368421
sv0.45255474452554745
it0.39999999999999997
pt0.39999999999999997
ms0.3670886075949367
reliabletrue
passestrue
9
name"Melanie"
dialogue"German: Warum bist du so neugierig? Willst du das Schweigen brechen, wie alle anderen?"
detectedLang"de"
heavyLang"de"
scores
de0.8043400924937745
nl0.6115819209039548
da0.5716510903426791
no0.5542949756888168
sv0.5254529767040552
tl0.43820224719101125
en0.40217391304347827
eu0.31077694235588976
ro0.30467762326169406
es0.2912371134020619
sl0.28848641655886154
yo0.2801047120418848
it0.2695883134130146
vi0.2647058823529412
pl0.25675675675675674
pt0.23184357541899442
ca0.22969187675070027
tr0.22644163150492264
fr0.21428571428571427
sk0.16158536585365854
lt0.14860681114551083
fi0.13249211356466878
az0.11290322580645161
ms0.11290322580645161
sq0.11290322580645161
reliabletrue
passestrue
10
name"Hunter"
dialogue"I'm just doing my job. Look, I have to go. Someone's at the front desk looking for me."
detectedLang"en"
heavyLang"en"
scores
en0.8137953367875649
da0.6246736292428199
no0.6114864864864864
tl0.5812090313182812
pl0.44498069498069504
fr0.4267198404785643
sq0.4261477045908184
yo0.4150559511698881
pt0.4041450777202072
cs0.40352697095435686
sv0.40352697095435686
ca0.3902439024390244
sk0.33526011560693636
it0.32669789227166274
nl0.31952662721893493
et0.31137724550898205
hr0.3072289156626506
es0.3004866180048662
de0.28125
sl0.26658163265306123
lv0.24342105263157895
lt0.22506738544474394
ms0.21981004070556312
ro0.2144808743169399
is0.18899858956276447
fi0.11538461538461538
be0.10852713178294573
tr0.10852713178294573
hu0.1043613707165109
az0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue