Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYX3CCQ0E7ZHQ7RV05R84KA

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: "(Softly to herself in German, adjusting camera settings) Die Beleuchtung ist heute perfekt..." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual around the apple orchards yesterday afternoon." Melanie: "(Eyes wide with alarm, speaking rapidly in German) Gott im Himmel! Wieder? Es passiert wieder? Ich habe etwas gesehen... jemanden... im Nebel... aber ich dachte, es wäre nur mein Einbildung..." Hunter: "Ma'am, I don't understand what you're saying. Do you speak English?" Melanie: "(Shaking her head, still speaking German in a troubled tone) Nein, ich verstehe nicht. Englisch ist schwer für mich. Bitte, Sie müssen verstehen! Es war beunruhigend! Die Person dort... sie hat etwas getan... etwas Schreckliches!" Hunter: "(Pulling out a small notepad) Look, I just need to know if you saw anyone near the south orchard yesterday. Around dusk? Can you understand that?" Melanie: "(Frustrated, pointing toward the orchard area) Ja! Dort! Ich war dort, als die Sonne unterging. Ich wollte Fotos machen. Aber dann... (she makes a gesture of someone hiding) ...dort drüben. Jemand hat etwas in den Bäumen versteckt." Hunter: "(Sighing, looking confused) I'm not getting through to you at all, am I? Listen, if you could just come down to the station, we have someone who might help translate..." Melanie: "(Trembling slightly, speaking urgently) Sie müssen zuhören! Die Menschen verschwinden! Ich habe gesehen, wie jemand etwas ausgegraben hat! Bitte, Sie müssen etwas tun!" Hunter: "(Phone rings, he answers it) Hunter here... (listens for a moment) Right. I'm on my way. (Hangs up and looks back at Melanie, frustrated) Look, I have to go. Just... stay in town, okay? Someone will find you to translate properly." ```
created_at"2026-02-08T15:14:49.975939+00:00" Sunday, February 8th, 2026 at 3:14:49 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1508
moderation_latency(null)
generation_time10629
tokens_prompt261
tokens_completion439
native_tokens_prompt272
native_tokens_completion456
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached33
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" 
usage0.00115023
router(null)
provider_responses
0
id"bb7153d45f0d7d2c8ebbc9200ed48a92" 
status200
is_byokfalse
latency1508
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770563678-mGF6T13Ah3GzmLJllVJX" 
upstream_id"bb7153d45f0d7d2c8ebbc9200ed48a92" 
total_cost0.00115023
cache_discount0.00001617
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
90.0000% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"Die Beleuchtung ist heute perfekt..." 
languages
deu1
eng0.7088505126821371
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual around the apple orchards yesterday afternoon." 
languages
eng1
deu0.8110583301236787
passestrue
2
name"Melanie" 
dialogue"Gott im Himmel! Wieder? Es passiert wieder? Ich habe etwas gesehen... jemanden... im Nebel... aber ich dachte, es wäre nur mein Einbildung..." 
languages
deu1
eng0.7311427565037991
passestrue
3
name"Hunter" 
dialogue"Ma'am, I don't understand what you're saying. Do you speak English?" 
languages
deu1
eng0.937941473259334
4
name"Melanie" 
dialogue"Nein, ich verstehe nicht. Englisch ist schwer für mich. Bitte, Sie müssen verstehen! Es war beunruhigend! Die Person dort... sie hat etwas getan... etwas Schreckliches!" 
languages
deu1
eng0.7628602097266948
passestrue
5
name"Hunter" 
dialogue"Look, I just need to know if you saw anyone near the south orchard yesterday. Around dusk? Can you understand that?" 
languages
eng1
deu0.8098990869774148
passestrue
6
name"Melanie" 
dialogue"Ja! Dort! Ich war dort, als die Sonne unterging. Ich wollte Fotos machen. Aber dann... ...dort drüben. Jemand hat etwas in den Bäumen versteckt." 
languages
deu1
eng0.7637731148797547
passestrue
7
name"Hunter" 
dialogue"I'm not getting through to you at all, am I? Listen, if you could just come down to the station, we have someone who might help translate..." 
languages
eng1
deu0.7610695187165776
passestrue
8
name"Melanie" 
dialogue"Sie müssen zuhören! Die Menschen verschwinden! Ich habe gesehen, wie jemand etwas ausgegraben hat! Bitte, Sie müssen etwas tun!" 
languages
deu1
eng0.6730328867235079
passestrue
9
name"Hunter" 
dialogue"Hunter here... Right. I'm on my way. Look, I have to go. Just... stay in town, okay? Someone will find you to translate properly." 
languages
eng1
deu0.7259821081291327
passestrue