Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYZHDREWY835V8XAAS2BGDC

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: "(Muttering to herself in German while looking at her camera) Die Bilder sind nicht scharf. Die Beleuchtung war heute schrecklich." Hunter: "Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town, and I was hoping you might have seen something unusual." Melanie: "(Startled, looking up with wide eyes) Entschuldigung? Ich verstehe nicht." Hunter: "I'm with the Alborn Police Department. Have you noticed anything strange around town lately? Anyone acting suspicious?" Melanie: "(Looking troubled and speaking rapidly in German) Ich habe gesehen, wie jemand in der Nacht hinter dem Rathaus geschlichen ist. Es war beunruhigend. Ich hatte Angst. Die letzten Tage, viele Menschen sind verschwunden." Hunter: "(Looking confused) I'm sorry, I don't understand what language you're speaking. Are you a tourist? Do you speak English at all?" Melanie: "(Shaking her head, becoming more agitated) Nein, ich spreche kein Englisch. Ich bin hier nur zum Studium. Es ist beängstigend hier. Jemand hat meine Freundin gesehen, dann war sie weg." Hunter: "(Taking out his notepad) Look, I'm not getting any of this. Can you write down what you're trying to tell me? Anything at all?" Melanie: "(Tears forming in her eyes, still speaking German) Bitte, Sie müssen verstehen. Es ist gefährlich. Ich habe Fotos, aber sie sind nicht klar. Jemand beobachtet uns." Hunter: "(His phone rings, he checks it) Hold that thought. Detective Hunter speaking... Yeah? Okay, I'm on my way." (To Melanie) "I'm sorry, I have to go. There's been another development. If you can find someone to translate, please come to the station." Melanie: "(Calling after him in German) Warten Sie! Die Leute sind in Gefahr! Hören Sie mir bitte zu!" Hunter: "(Walking away, still confused) I'll... I'll send someone back to talk to you. Just stay safe." ```
created_at"2026-02-08T15:57:30.159175+00:00" Sunday, February 8th, 2026 at 3:57:30 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1493
moderation_latency(null)
generation_time13485
tokens_prompt261
tokens_completion439
native_tokens_prompt272
native_tokens_completion457
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" 
usage0.00103581
router(null)
provider_responses
0
id"eae704a023941b7608c7ba6d28d3a53b" 
status200
is_byokfalse
latency1493
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770566235-9eWLBiAKLoMpEJkQEtKe" 
upstream_id"eae704a023941b7608c7ba6d28d3a53b" 
total_cost0.00103581
cache_discount0.00013279
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
91.6667% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"Die Bilder sind nicht scharf. Die Beleuchtung war heute schrecklich." 
languages
deu1
eng0.5224969598702878
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town, and I was hoping you might have seen something unusual." 
languages
eng1
deu0.8165997322623828
passestrue
2
name"Melanie" 
dialogue"Entschuldigung? Ich verstehe nicht." 
languages
deu1
eng0.5842766001234823
passestrue
3
name"Hunter" 
dialogue"I'm with the Alborn Police Department. Have you noticed anything strange around town lately? Anyone acting suspicious?" 
languages
eng1
deu0.6170195032505418
passestrue
4
name"Melanie" 
dialogue"Ich habe gesehen, wie jemand in der Nacht hinter dem Rathaus geschlichen ist. Es war beunruhigend. Ich hatte Angst. Die letzten Tage, viele Menschen sind verschwunden." 
languages
deu1
eng0.6633777814473847
passestrue
5
name"Hunter" 
dialogue"I'm sorry, I don't understand what language you're speaking. Are you a tourist? Do you speak English at all?" 
languages
eng1
deu0.9450093204541603
6
name"Melanie" 
dialogue"Nein, ich spreche kein Englisch. Ich bin hier nur zum Studium. Es ist beängstigend hier. Jemand hat meine Freundin gesehen, dann war sie weg." 
languages
deu1
eng0.5974032970585066
passestrue
7
name"Hunter" 
dialogue"Look, I'm not getting any of this. Can you write down what you're trying to tell me? Anything at all?" 
languages
eng1
deu0.7073846420223358
passestrue
8
name"Melanie" 
dialogue"Bitte, Sie müssen verstehen. Es ist gefährlich. Ich habe Fotos, aber sie sind nicht klar. Jemand beobachtet uns." 
languages
deu1
eng0.7039194534340165
passestrue
9
name"Hunter" 
dialogue"I'm sorry, I have to go. There's been another development. If you can find someone to translate, please come to the station." 
languages
eng1
deu0.7460940011573329
passestrue
10
name"Melanie" 
dialogue"Warten Sie! Die Leute sind in Gefahr! Hören Sie mir bitte zu!" 
languages
deu1
eng0.6276238976524655
passestrue
11
name"Hunter" 
dialogue"I'll... I'll send someone back to talk to you. Just stay safe." 
languages
eng1
deu0.9187570804337272
passestrue