Run: 2026-02-08-01KGYYMZFFR0JEAJ14JGWTZQB5

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
12.4s
Cost:
$0.001397
Provider:
Novita

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: "..." Hunter: "Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was hoping you might have seen something unusual yesterday evening near the old mill." Melanie: "Ich habe etwas gesehen... etwas Furchterregendes. Gestern Abend, als ich versuchte, die Sonnenuntergangsfotos zu machen, habe ich einen Mann gesehen. Er zerrte eine Frau in einen Van. Sie schien bewusstlos zu sein. Es war schrecklich." Hunter: "I'm sorry, I don't understand. Do you speak English?" Melanie: "Bitte, Sie müssen mir helfen! Ich habe Angst. Der Mann, er hat mich gesehen. Ich glaube, er weiß, dass ich ihn gesehen habe. Er war groß und dunkelhaarig, und der Van war weiß mit einem roten Streifen an der Seite." Hunter: "Ma'am, I'm not understanding you. Can you write down what you're trying to tell me?" Melanie: "Warum verstehen Sie mich nicht? Ich spreche deutlich! Es gibt eine Gefahr in dieser Stadt. Jemand wird vermisst, oder? Ich habe gesehen, was passiert ist. Ich bin eine Zeugin." Hunter: "Listen, I don't know what language you're speaking, but I need to communicate with you about a serious matter. Do you have a translator? Someone who can help us talk?" Melanie: "Nein, ich bin allein hier. Ich bin nur eine Studentin. Mein Kamerastative ist noch dort, am Fluss, wo ich es versteckt habe, als ich weggelaufen bin. Ich wollte nicht, dass er mich findet." Hunter: "Just a moment... (pulls out phone, looks through contacts) Maybe I can call someone who can help translate. This is important." Melanie: "Bitte hören Sie mir zu! Die Frau, die er in den Van gezerrt hat, sie hatte blonde Haare, etwa so lang wie meins. Sie trug einen blauen Mantel. Das ist alles, was ich gesehen habe, bevor ich weggelaufen bin." Hunter: "I'm sorry, I'm going to have to find someone who can understand you. Please stay right here. I'll be back as soon as I can." Melanie: "Warten Sie! Wo gehen Sie hin? Ich habe Ihnen doch gesagt, was ich gesehen habe! Warum gehen Sie?" Hunter: "(phone rings) Excuse me... (answers phone) Hunter here... What? Another disappearance? When? ... Damn it. Okay, I'm on my way. (to Melanie) I'm sorry, I have to go. Don't leave town. We'll need to talk properly." Melanie: "Was? Nein! Warten Sie! Sie müssen mir zuhören! Ich habe Angst! Bitte!" Hunter: "I don't understand, but just stay safe. I'll send someone back to talk with you."
created_at"2026-02-08T15:41:56.424172+00:00" 2/8/2026, 3:41:56 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1688
moderation_latency(null)
generation_time12212
tokens_prompt261
tokens_completion608
native_tokens_prompt272
native_tokens_completion621
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached271
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"
usage0.00139661
router(null)
provider_responses
0
id"fd3ad49cfdec4e1a497a2da8fbc25fd8"
status200
is_byokfalse
latency1688
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403"
provider_name"Novita"
model_permaslug"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
api_type"completions"
id"gen-1770565303-cKmI5VNxDhXIkFOs3FAi"
upstream_id"fd3ad49cfdec4e1a497a2da8fbc25fd8"
total_cost0.00139661
cache_discount0.00013279
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was hoping you might have seen something unusual yesterday evening near the old mill."
detectedLang"en"
heavyLang"en"
scores
en0.7950428979980935
tl0.6263468891206118
nl0.5670559806685461
sv0.5086837294332724
da0.5030050855293573
ro0.5006967022758941
fr0.4983667755482968
pt0.48931116389548696
no0.4883388862446454
it0.4683481701285856
ca0.4254409406734367
de0.42266380236305046
es0.40244580322401335
ms0.38850967007963594
sq0.3695014662756598
sl0.34129901960784315
cs0.3302180685358256
hr0.3055555555555556
et0.3005855562784645
yo0.29183135704874835
sk0.2508710801393728
is0.22438672438672438
pl0.20605612998522896
az0.19776119402985076
lt0.1899020346646571
lv0.17624521072796934
fi0.11083540115798181
tr0.10714285714285714
be0.061135371179039305
hu0.05866900175131349
uk0.05536028119507908
vi0.05536028119507908
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich habe etwas gesehen... etwas Furchterregendes. Gestern Abend, als ich versuchte, die Sonnenuntergangsfotos zu machen, habe ich einen Mann gesehen. Er zerrte eine Frau in einen Van. Sie schien bewusstlos zu sein. Es war schrecklich."
detectedLang"de"
heavyLang"de"
scores
de0.8164311443613188
nl0.6199082042455536
en0.36511739338763777
no0.3555447470817121
ca0.34632461766156886
fr0.30737062205959226
es0.29068522483940046
da0.2767467248908297
sv0.24971687429218575
eu0.2471590909090909
pt0.2318840579710145
is0.22830518345952241
it0.22830518345952241
ro0.22150411280846063
pl0.19009779951100245
hu0.1836105976586568
lt0.15766052129688493
tl0.15605095541401276
fi0.15443522654754308
lv0.12598944591029024
et0.117255163224517
yo0.117255163224517
ms0.11666666666666667
sq0.11014103425117529
sl0.10412440838404327
az0.09741144414168938
sk0.08557625948930297
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7994652406417112
no0.5828698553948832
da0.5772266065388951
tl0.5300751879699248
sv0.5288944723618091
cs0.5161290322580645
pl0.4806094182825485
hr0.4688385269121813
sk0.438622754491018
de0.4140625
pt0.40570522979397783
sq0.4009584664536741
ro0.3862520458265139
it0.3644067796610169
nl0.3218806509945751
vi0.3169398907103825
yo0.3055555555555556
ca0.2690058479532163
is0.267578125
sl0.24242424242424243
ms0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
et0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
4
name"Melanie"
dialogue"Bitte, Sie müssen mir helfen! Ich habe Angst. Der Mann, er hat mich gesehen. Ich glaube, er weiß, dass ich ihn gesehen habe. Er war groß und dunkelhaarig, und der Van war weiß mit einem roten Streifen an der Seite."
detectedLang"de"
heavyLang"de"
scores
de0.823888541014402
nl0.5288944723618091
no0.410377358490566
da0.3980738362760835
sv0.2305061559507524
en0.2219917012448133
eu0.217663421418637
is0.21273617914625612
hu0.21052631578947367
pl0.2049469964664311
fi0.1906474820143885
et0.18772563176895307
ro0.18537291817523532
tr0.17763157894736845
sk0.15730337078651685
hr0.12383177570093458
sl0.11487018095987411
fr0.11277602523659305
it0.10926365795724466
ca0.10572337042925278
az0.09783480352846832
vi0.08833063209076175
yo0.0771123872026251
es0.07178217821782178
ms0.06639004149377593
pt0.06483790523690773
cs0.049831081081081086
lt0.049831081081081086
lv0.049831081081081086
sq0.049831081081081086
tl0.049831081081081086
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I'm not understanding you. Can you write down what you're trying to tell me?"
detectedLang"en"
heavyLang"en"
scores
en0.8081140350877194
no0.518348623853211
tl0.49664429530201337
da0.42560175054704596
sk0.41666666666666663
nl0.40543601359003395
cs0.3581907090464548
sl0.34863523573200994
sv0.34782608695652173
ms0.33375634517766495
it0.3037135278514589
pl0.2886178861788618
et0.26264044943820225
es0.25426136363636365
lt0.2510699001426534
pt0.2446043165467626
de0.23802612481857763
fr0.2369186046511628
tr0.22794117647058826
sq0.21991084695393756
az0.21758569299552907
is0.21171171171171171
yo0.20694864048338368
lv0.18856259659969088
hr0.18096723868954756
ro0.1435562805872757
ca0.12790697674418602
fi0.125
reliabletrue
passestrue
6
name"Melanie"
dialogue"Warum verstehen Sie mich nicht? Ich spreche deutlich! Es gibt eine Gefahr in dieser Stadt. Jemand wird vermisst, oder? Ich habe gesehen, was passiert ist. Ich bin eine Zeugin."
detectedLang"de"
heavyLang"de"
scores
de0.8324824505424377
nl0.49275362318840576
en0.39759036144578314
it0.37648456057007124
no0.3562231759656652
da0.325626204238921
pl0.32038834951456313
ca0.31906614785992216
sv0.31237721021611
ro0.3013972055888224
fr0.27285318559556787
ms0.26624737945492666
sl0.23857868020304565
pt0.22850844966936076
tr0.2128935532233883
yo0.2003046458492003
lt0.19724770642201836
az0.19478527607361962
es0.16666666666666666
is0.1606714628297362
sk0.15526950925181013
hu0.14215686274509806
tl0.13934426229508196
fi0.1300745650372825
hr0.1191275167785235
et0.11317567567567569
sq0.10562180579216354
lv0.10256410256410256
eu0.09871244635193134
hi0.0916955017301038
cs0.08695652173913043
reliabletrue
passestrue
7
name"Hunter"
dialogue"Listen, I don't know what language you're speaking, but I need to communicate with you about a serious matter. Do you have a translator? Someone who can help us talk?"
detectedLang"en"
heavyLang"en"
scores
en0.8179200542005421
tl0.6201413427561837
no0.5190156599552572
da0.5036934441366574
ro0.4794188861985472
de0.46965959546127284
fr0.4659711872826627
nl0.45486815415821497
it0.45348246059989833
sv0.44984646878198564
pt0.445018069179143
pl0.4192328471096704
cs0.4141689373297002
hr0.4093406593406594
sk0.39977666108319376
ca0.37281213535589264
sq0.35820895522388063
sl0.34610705596107055
es0.3437118437118437
et0.33105164903546985
lt0.328125
ms0.31962025316455694
yo0.3104554201411161
tr0.2775537634408602
lv0.275118004045853
az0.26970108695652173
hu0.26671214188267395
is0.25243393602225317
fi0.2375886524822695
eu0.2359630419331912
vi0.2359630419331912
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nein, ich bin allein hier. Ich bin nur eine Studentin. Mein Kamerastative ist noch dort, am Fluss, wo ich es versteckt habe, als ich weggelaufen bin. Ich wollte nicht, dass er mich findet."
detectedLang"de"
heavyLang"de"
scores
de0.8181818181818182
nl0.5347806823216659
no0.494949494949495
da0.4473684210526315
fr0.36247723132969034
en0.3514515132798023
ro0.34782608695652173
sv0.3247588424437299
sq0.3168510084580351
cs0.30463576158940403
it0.3023255813953488
ca0.3018617021276596
ms0.29718875502008035
lt0.26573426573426573
sk0.26264044943820225
hr0.24623115577889448
tr0.23802612481857763
lv0.2335766423357664
es0.20634920634920634
pt0.20273348519362186
is0.1822429906542056
fi0.1764705882352941
az0.17452830188679244
tl0.16864608076009502
sl0.1566265060240964
hi0.15526950925181013
pl0.14772727272727273
hu0.14215686274509806
yo0.1386382280557834
et0.12790697674418602
eu0.05998209489704566
reliabletrue
passestrue
9
name"Hunter"
dialogue"Just a moment... Maybe I can call someone who can help translate. This is important."
detectedLang"en"
heavyLang"en"
scores
en0.8187780462547462
ca0.6577574967405476
ro0.6156661786237189
tl0.5738636363636364
fr0.5717781402936378
it0.5562130177514794
pt0.5248868778280543
es0.5214220601640838
no0.515235457063712
nl0.5
sv0.48377581120943947
sq0.47968285431119917
da0.4770916334661355
hr0.4626407369498465
hu0.45595854922279794
pl0.45595854922279794
cs0.44678609062170704
sk0.4324324324324324
yo0.42560175054704596
tr0.4114349775784753
az0.38739789964994165
et0.35344827586206895
lt0.3502475247524753
de0.3429286608260325
is0.30463576158940403
vi0.29624664879356566
lv0.27586206896551724
sl0.22106824925816024
eu0.20694864048338368
ms0.18856259659969088
be0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
10
name"Melanie"
dialogue"Bitte hören Sie mir zu! Die Frau, die er in den Van gezerrt hat, sie hatte blonde Haare, etwa so lang wie meins. Sie trug einen blauen Mantel. Das ist alles, was ich gesehen habe, bevor ich weggelaufen bin."
detectedLang"de"
heavyLang"de"
scores
de0.8048668503213958
nl0.6178057553956835
no0.46338383838383834
da0.37438665358194306
tl0.335245046923879
fr0.33105981112277016
it0.32539682539682535
sv0.3178170144462279
ca0.2932372505543237
tr0.28209459459459457
en0.27680090754395914
is0.26172553561088596
et0.2504409171075838
pl0.2337740384615385
yo0.2337740384615385
es0.22774076317383402
eu0.2144177449168207
pt0.20807453416149066
fi0.19659735349716445
sl0.1930379746835443
ms0.16775456919060053
sk0.15282392026578073
hu0.14256893073301952
az0.11825726141078839
ro0.10021171489061396
hi0.07675597393193338
hr0.07272727272727272
vi0.07205240174672489
cs0.06866325785244703
lv0.06181015452538631
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm sorry, I'm going to have to find someone who can understand you. Please stay right here. I'll be back as soon as I can."
detectedLang"en"
heavyLang"en"
scores
en0.820742637644046
tl0.5611285266457681
da0.5527156549520768
no0.47169811320754723
yo0.4152046783625731
cs0.36247723132969034
sv0.33269780743565297
pl0.32627526467757456
sq0.3157380254154448
pt0.31305201177625125
sk0.2950654582074521
lt0.2849846782431052
de0.27611168562564636
hu0.27611168562564636
ro0.2738589211618257
hr0.2670157068062827
ca0.2349726775956284
it0.2349726775956284
lv0.20903954802259886
nl0.20273348519362186
tr0.17355371900826447
az0.16666666666666666
is0.16367980884109917
sl0.14738124238733252
ja0.125
ms0.11838790931989925
es0.10025706940874037
fr0.09560723514211886
be0.09090909090909091
et0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
12
name"Melanie"
dialogue"Warten Sie! Wo gehen Sie hin? Ich habe Ihnen doch gesagt, was ich gesehen habe! Warum gehen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8351044338585563
pl0.4955156950672646
nl0.4230769230769231
yo0.3626062322946175
eu0.3066255778120185
da0.29906542056074764
is0.2834394904458599
no0.27768860353130015
fi0.27652733118971057
en0.25
sk0.21602787456445993
sv0.16512059369202228
ms0.14772727272727273
ca0.1346153846153846
es0.1346153846153846
tr0.1346153846153846
reliabletrue
passestrue
13
name"Hunter"
dialogue"Excuse me... Hunter here... What? Another disappearance? When? ... Damn it. Okay, I'm on my way. I'm sorry, I have to go. Don't leave town. We'll need to talk properly."
detectedLang"en"
heavyLang"en"
scores
en0.7827055939380433
tl0.5246221355436372
da0.4080145719489982
sq0.3996305418719212
pl0.385633270321361
it0.3781887755102041
cs0.3538767395626242
fr0.35258964143426297
yo0.34387617765814266
et0.34343434343434337
sk0.33127572016460904
no0.3308167467398765
hr0.3261921216309606
pt0.2857142857142857
sl0.2857142857142857
ca0.2815033161385409
es0.26248108925869895
ms0.2619227857683573
nl0.24183514774494555
lv0.2174959871589085
sv0.214975845410628
ro0.19019933554817275
fi0.1875
lt0.14623467600700527
de0.13410301953818826
tr0.11684782608695651
hi0.07932011331444759
eu0.06876790830945559
be0.06698564593301436
hu0.06429942418426103
az0.06069364161849711
is0.06069364161849711
uk0.06069364161849711
vi0.06069364161849711
reliabletrue
passestrue
14
name"Melanie"
dialogue"Was? Nein! Warten Sie! Sie müssen mir zuhören! Ich habe Angst! Bitte!"
detectedLang"de"
heavyLang"de"
scores
de0.8157780667533594
nl0.5865758754863813
sv0.48609431680773885
no0.4558258642765685
da0.4501940491591203
pl0.4370860927152318
tr0.36281859070464767
en0.2608695652173913
sk0.22586520947176683
az0.22303473491773307
et0.2100371747211896
hr0.1904761904761905
yo0.169921875
eu0.1650294695481336
fi0.1650294695481336
ms0.1550695825049702
it0.15
ca0.1414141414141414
es0.1414141414141414
reliabletrue
passestrue
15
name"Hunter"
dialogue"I don't understand, but just stay safe. I'll send someone back to talk with you."
detectedLang"en"
heavyLang"en"
scores
en0.8129921259842521
tl0.5840630472854641
no0.5370370370370371
da0.5338567222767419
sv0.4870410367170626
cs0.4558991981672394
pl0.4164619164619165
sk0.3815104166666667
hr0.3493150684931507
yo0.32045779685264664
ca0.3115942028985507
de0.28892215568862273
lv0.2803030303030303
nl0.2725880551301685
lt0.2601246105919003
et0.2578125
ro0.2566510172143975
is0.2238562091503268
sq0.22003284072249588
sl0.2030201342281879
it0.19491525423728812
fr0.15630550621669628
es0.1410488245931284
ms0.1410488245931284
pt0.1410488245931284
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue