Run: 2026-02-08-01KGYYSB55EE4HF2VAANH8E96X

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
3m 43s
Cost:
$0.005461
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
**Voice Sheet** **Hunter:** "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about the festival grounds yesterday." **Melanie:** "Entschuldigung? Ich verstehe Sie nicht. Sprechen Sie Deutsch?" *(Pardon? I don't understand you. Do you speak German?)* **Hunter:** "Yesterday evening. Around seven. You were taking pictures near the parking lot. Did you see anything unusual? Maybe a vehicle?" **Melanie:** "Ach, gestern Abend... es war furchtbar. Ich habe Fotos von den Bäumen gemacht, aber dann... ich habe ein Geräusch gehört. Ich habe Angst gehabt." *(Oh, yesterday evening... it was terrible. I was taking photos of the trees, but then... I heard a noise. I was scared.)* **Hunter:** "Ma'am, I can see you're upset, but I need to know if you saw a person. A man? Did anyone leave the area in a hurry?" **Melanie:** "Ein Mann? Nein, nein. Ich habe nur durch meinen Sucher geschaut. Aber da war etwas im hohen Gras. Bitte, ich wollte nur fotografieren." *(A man? No, no. I was just looking through my viewfinder. But there was something in the tall grass. Please, I just wanted to take photos.)* **Hunter:** "Something in the grass? Look, I have no idea what you're saying. Are you telling me you saw a suspect? Or are you saying you saw a body?" **Melanie:** "Ich verstehe kein Wort! Lassen Sie mich in Ruhe. Ich bin weit weg von zu Hause und das hier ist beängstigend. Meine Kamera... sehen Sie meine Kamera?" *(I understand a word! Leave me alone. I am far away from home and this is frightening. My camera... do you see my camera?)* **Hunter:** "Okay, easy! Just take a breath. I'm not the enemy here. If you saw something, point to it on the map. Can you do that?" **Melanie:** "Ich kann das nicht. Ich muss nur weg von hier. Die Stadt ist so schön, aber das... das war schrecklich." *(I can't do that. I just have to get away from here. The town is so beautiful, but that... that was terrible.)* *(Hunter’s cell phone rings loudly)* **Hunter:** "Hold on. Detective Hunter. ... Yeah, I know. I'm at the cafe right now. No, I can't get a statement, she doesn't speak a word of English. ... Alright, I'm on my way back to the station." **Hunter:** "Look, I have to go. Just... stay in town, alright? Don't go anywhere." **Melanie:** "Was? Was sagen Sie? Ich verstehe das nicht!" *(What? What are you saying? I don't understand that!)*
created_at"2026-02-08T15:47:50.745489+00:00" 2/8/2026, 3:47:50 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency313
moderation_latency(null)
generation_time223115
tokens_prompt261
tokens_completion3034
native_tokens_prompt267
native_tokens_completion3071
native_tokens_completion_images(null)
native_tokens_reasoning2516
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"
usage0.00546057
router(null)
provider_responses
0
id"chatcmpl-Rc6kGu3VfErSlR7RZfd3ZAUw"
status200
is_byokfalse
latency83
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770565446-lSyMWJyZydEbRHKbs4Q8"
upstream_id"chatcmpl-Rc6kGu3VfErSlR7RZfd3ZAUw"
total_cost0.00546057
cache_discount0.00002048
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. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about the festival grounds yesterday."
detectedLang"en"
heavyLang"en"
scores
en0.7927295918367346
tl0.647632815323455
fr0.6013900245298446
it0.5409604519774012
ca0.5346062052505967
no0.5255474452554745
ro0.5045731707317073
pt0.5
nl0.49948665297741274
cs0.4935064935064935
sq0.4887257472469848
da0.48083067092651754
hr0.4703965236284628
es0.4553072625698324
sl0.4425385934819897
sv0.4393329499712479
ms0.42136498516320475
sk0.4080145719489982
pl0.3745991019884541
et0.3693402328589909
lt0.35258964143426297
yo0.344758064516129
de0.3224461431549687
az0.3196092114445219
hu0.3050605844618674
lv0.2945007235890014
fi0.2261904761904762
tr0.22186751795690343
eu0.14398595258999122
is0.12398921832884095
vi0.12003610108303249
be0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung? Ich verstehe Sie nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8372271160474913
nl0.5473908413205538
pl0.34815950920245403
sk0.3122977346278317
lt0.28209459459459457
sv0.2796610169491525
ca0.2722602739726028
da0.256993006993007
it0.24911660777385158
no0.247787610619469
is0.24242424242424243
en0.236983842010772
ms0.2085661080074488
sl0.20560747663551404
cs0.1904761904761905
hr0.1533864541832669
hu0.1448692152917505
es0.1290983606557377
fr0.1290983606557377
pt0.1290983606557377
az0.121900826446281
ro0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
2
name"Hunter"
dialogue"Yesterday evening. Around seven. You were taking pictures near the parking lot. Did you see anything unusual? Maybe a vehicle?"
detectedLang"en"
heavyLang"en"
scores
en0.8087497011714081
tl0.5857068876229933
nl0.5171997585998793
no0.4482758620689655
ca0.4244604316546763
et0.4143484626647145
sv0.4065281899109792
fr0.40564635958395245
ro0.39759036144578314
da0.37597503900156004
sq0.3220338983050847
pt0.32088285229202035
cs0.30735930735930733
de0.3049522154648132
sk0.3019197207678883
sl0.2895204262877442
ms0.27007299270072993
tr0.2687385740402194
es0.26335174953959484
pl0.25512104283054005
is0.24242424242424243
yo0.2202729044834308
lv0.20948616600790515
it0.20556107249255212
fi0.20159680638722555
hr0.1794871794871795
hu0.16317991631799164
lt0.15343915343915343
az0.13885898815931108
eu0.08045977011494253
vi0.08045977011494253
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ach, gestern Abend... es war furchtbar. Ich habe Fotos von den Bäumen gemacht, aber dann... ich habe ein Geräusch gehört. Ich habe Angst gehabt."
detectedLang"de"
heavyLang"de"
scores
de0.7971088004057824
nl0.5229576624925462
no0.3860322333077513
es0.358974358974359
sv0.33774834437086093
ca0.3144815766923736
is0.3079584775086505
da0.2640294388224471
en0.26199261992619927
tr0.2537313432835821
lv0.2409867172675522
lt0.2263056092843327
pt0.2263056092843327
sk0.1927346115035318
pl0.17864476386036962
ms0.17184265010351968
cs0.1675338189386056
fr0.16666666666666666
it0.15700737618545837
az0.1452991452991453
ro0.13978494623655913
eu0.1341991341991342
hu0.1130820399113082
tl0.08779931584948689
hr0.07727797001153403
sl0.07727797001153403
et0.07300115874855156
sq0.07300115874855156
reliabletrue
passestrue
4
name"Hunter"
dialogue"Ma'am, I can see you're upset, but I need to know if you saw a person. A man? Did anyone leave the area in a hurry?"
detectedLang"en"
heavyLang"en"
scores
en0.795137940453428
tl0.5765104460756635
sv0.5098039215686274
no0.4722026741731175
da0.471830985915493
it0.42440521872601683
yo0.41770186335403725
pl0.4042891183478951
cs0.402390438247012
et0.39710610932475876
nl0.39271255060728744
de0.38825448613376834
ro0.3775933609958506
ca0.37027707808564225
lv0.3686868686868687
sq0.3654822335025381
hr0.36224489795918363
lt0.3562231759656652
ms0.35008665511265163
sk0.3438320209973753
fr0.32855863921217543
sl0.3273542600896861
az0.32003626473254765
tr0.2795389048991354
hu0.27606177606177607
pt0.2704280155642024
is0.2661448140900196
es0.22680412371134018
eu0.20634920634920634
fi0.1830065359477124
vi0.1506228765571914
be0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ein Mann? Nein, nein. Ich habe nur durch meinen Sucher geschaut. Aber da war etwas im hohen Gras. Bitte, ich wollte nur fotografieren."
detectedLang"de"
heavyLang"de"
scores
de0.8266146510619853
no0.505256648113791
nl0.43977591036414565
da0.36808846761453395
pl0.332220367278798
it0.32260795935647757
en0.31798806479113384
hr0.30855661192739847
sk0.3079584775086505
eu0.2976294995610184
tr0.2863514719000892
ca0.27732610659439927
sq0.25788497217068646
ro0.2516370439663237
es0.24882629107981222
sl0.24528301886792453
pt0.2366412213740458
is0.23371647509578544
et0.22705314009661837
cs0.2263056092843327
sv0.2047713717693837
az0.17098445595854922
ms0.16579770594369134
fr0.16230366492146597
fi0.16142557651991615
tl0.1443850267379679
lt0.13606911447084233
lv0.13232104121475055
yo0.08571428571428572
vi0.07300115874855156
reliabletrue
passestrue
6
name"Hunter"
dialogue"Something in the grass? Look, I have no idea what you're saying. Are you telling me you saw a suspect? Or are you saying you saw a body?"
detectedLang"en"
heavyLang"en"
scores
en0.8164175190138997
tl0.5920745920745921
ms0.5091164095371669
ro0.4942196531791907
es0.4648318042813456
no0.4648318042813456
fr0.46195234435049964
nl0.45652173913043476
ca0.44356120826709056
da0.43865276663993585
it0.43865276663993585
pt0.4318181818181818
sv0.409282700421941
sq0.38162544169611307
cs0.3721973094170404
yo0.3642143505903724
pl0.35779816513761464
hr0.3346007604562738
tr0.32367149758454106
sl0.3217054263565891
et0.30624380574826565
de0.29718875502008035
sk0.2950654582074521
lv0.2738589211618257
hu0.24160346695557963
az0.2366412213740458
lt0.17159763313609466
fi0.16467780429594273
is0.16467780429594273
vi0.15966386554621848
be0.09090909090909091
eu0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich verstehe kein Wort! Lassen Sie mich in Ruhe. Ich bin weit weg von zu Hause und das hier ist beängstigend. Meine Kamera... sehen Sie meine Kamera?"
detectedLang"de"
heavyLang"de"
scores
de0.8211188204683434
nl0.538848518725545
no0.4414353419092756
sv0.4181946403385049
fr0.3352135374697824
en0.2857142857142857
pl0.2737676056338028
is0.2724867724867725
ms0.2692648361381754
it0.260752688172043
ro0.2486338797814208
tr0.23327137546468402
da0.23184357541899442
ca0.2231638418079096
pt0.2172675521821632
sl0.21278625954198474
sk0.18958742632612968
tl0.16666666666666666
fi0.16582406471183014
es0.1641337386018237
az0.14772727272727273
eu0.12234042553191489
hi0.11385606874328678
et0.10032715376226826
yo0.09638554216867469
cs0.08536585365853659
hr0.08536585365853659
lt0.08536585365853659
hu0.0802675585284281
sq0.0667420814479638
reliabletrue
passestrue
8
name"Hunter"
dialogue"Okay, easy! Just take a breath. I'm not the enemy here. If you saw something, point to it on the map. Can you do that?"
detectedLang"en"
heavyLang"en"
scores
en0.8230535894843277
tl0.6595330739299611
yo0.4582043343653251
pl0.44400317712470216
cs0.4395516413130504
fr0.42052980132450335
sk0.40119760479041916
sq0.3928881179531656
hr0.38380281690140844
sl0.3688007213706041
da0.3676603432700994
ca0.35720844811753905
pt0.3482309124767225
fi0.3288590604026846
sv0.3288590604026846
et0.31305201177625125
ms0.31305201177625125
lv0.2842535787321063
no0.2813141683778234
tr0.24892703862660948
es0.23076923076923078
lt0.20993227990970656
vi0.2054483541430193
hu0.1822429906542056
nl0.18032786885245902
az0.17355371900826447
ro0.16567342073897498
it0.15151515151515152
hi0.10714285714285714
is0.0967741935483871
eu0.09090909090909091
de0.08735332464146023
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ich kann das nicht. Ich muss nur weg von hier. Die Stadt ist so schön, aber das... das war schrecklich."
detectedLang"de"
heavyLang"de"
scores
de0.8510362694300518
nl0.5640636846095527
sk0.3646408839779005
no0.36393805309734517
en0.28836633663366334
sl0.2730720606826802
yo0.27122940430925224
pl0.24540682414698162
pt0.22402159244264505
ms0.222972972972973
is0.213406292749658
fr0.2101648351648352
hi0.15565345080763582
cs0.14814814814814814
vi0.14688427299703263
tr0.14050822122571002
da0.13273001508295626
tl0.13273001508295626
sv0.11944869831546708
ro0.11128284389489954
hr0.10156250000000001
it0.10156250000000001
sq0.10156250000000001
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold on. Detective Hunter. ... Yeah, I know. I'm at the cafe right now. No, I can't get a statement, she doesn't speak a word of English. ... Alright, I'm on my way back to the station."
detectedLang"en"
heavyLang"en"
scores
en0.8160412067696836
tl0.6562392574767962
no0.5784148397976391
da0.5680345572354212
fr0.5166747220879652
yo0.48213360952874157
ca0.46380697050938335
hr0.45085118066996155
sv0.44506104328523866
ro0.4353472614342179
pl0.4275901545506583
de0.42263279445727486
it0.421631000578369
cs0.4209612044006949
sk0.414519906323185
nl0.3946731234866829
sq0.3902439024390244
pt0.3674889310562935
es0.3408042188529994
lv0.30986887508626637
sl0.2857142857142857
tr0.26090169992609014
et0.2531740104555638
ms0.24868519909842227
is0.2464204973624718
lt0.24471299093655588
fi0.2277992277992278
hu0.2223950233281493
az0.2057188244638602
vi0.11738746690203002
hi0.07749077490774908
zh0.07149489322191271
be0.06542056074766354
eu0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
11
name"Hunter"
dialogue"Look, I have to go. Just... stay in town, alright? Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8121183654297792
tl0.5717344753747323
da0.5370370370370371
yo0.5365005793742758
pl0.5310668229777257
sv0.464524765729585
no0.45054945054945056
de0.42775393419170243
sl0.4074074074074074
it0.3957703927492447
hr0.3893129770992366
cs0.3710691823899371
ro0.3670886075949367
ca0.34959349593495936
sq0.3464052287581699
sk0.33774834437086093
lv0.3162393162393162
lt0.2945326278659612
et0.2920353982300885
nl0.2805755395683453
az0.2687385740402194
ms0.15789473684210525
fr0.15611814345991562
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
12
name"Melanie"
dialogue"Was? Was sagen Sie? Ich verstehe das nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8460246360582306
nl0.6381578947368421
pt0.45436507936507936
pl0.45219123505976094
en0.4364754098360656
da0.4222689075630252
sv0.39956331877729256
no0.3707093821510297
es0.3483412322274882
sk0.31077694235588976
cs0.26666666666666666
yo0.2403314917127072
et0.22096317280453256
lt0.21875
hu0.207492795389049
it0.207492795389049
is0.19590643274853803
fr0.1863905325443787
az0.17664670658682635
ca0.17664670658682635
ro0.17664670658682635
sq0.17664670658682635
reliabletrue
passestrue