Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYX4WX4JF9R3KRRM4V3S3WR

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:** [Staring intently at the digital display on her camera] "Das Licht heute Morgen war perfekt, aber dieser Schatten... da gehört er nicht hin." (The light this morning was perfect, but this shadow... it doesn't belong there.) **Hunter:** [Walks up to the table, badge in hand] "Excuse me, ma'am. Detective Hunter. I need to ask you a few questions about what happened near the orchard yesterday." **Melanie:** [Jumps, clutching her camera tighter to her chest] "Was? Entschuldigung?" (What? Excuse me?) **Hunter:** "I said I'm with the police. We received a report that a student was seen taking pictures near the perimeter fence around the time of the incident. Was that you?" **Melanie:** [Eyes widening with panic, looking around frantically] "Ich... ich verstehe nicht. Ich spreche kein Englisch." (I... I don't understand. I speak no English.) **Hunter:** [Frowning, leaning in slightly] "English. Do you speak English? I need to know if you saw anyone suspicious." **Melanie:** [Voice trembling, shaking her head rapidly] "Nein, bitte. Ich habe nichts getan. Ich bin nur hier für die Schule." (No, please. I didn't do anything. I am only here for school.) **Hunter:** "Okay, take it easy. I'm not saying you did anything. I just need to know if you saw the vehicle. A blue truck? Maybe parked by the trees?" **Melanie:** [Tears welling up, she points nervously at her camera] "Ich habe Fotos gemacht. Nur von der Natur. Aber da... da war etwas Unheimliches." (I took photos. Only of nature. But there... there was something creepy.) **Hunter:** [Squints at the camera, confused by her tone] " 'Unheimlich'? Is that German? Look, miss, I don't know what you're saying, but you look scared. Did someone threaten you?" **Melanie:** [She looks away, whispering to herself] "Er hat mich gesehen. Ich weiß, dass er mich gesehen hat." (He saw me. I know he saw me.) **Hunter:** "He saw you? Who saw you? The guy in the truck? Was he tall?" **Melanie:** [Buries her face in her hands] "Lassen Sie mich in Ruhe. Ich will hier nicht mehr sein." (Leave me alone. I don't want to be here anymore.) **Hunter:** [Sighs heavily and rubs the back of his neck] "This is getting us nowhere. I'm going to need to find a translator." *[Hunter’s phone rings sharply. He holds up a finger to silence her as he answers.]* **Hunter:** "Hunter. ... Yeah, I'm at the 'Bean & Leaf'. I'm talking to a witness, but there's a language barrier. ... Copy that. I'm on my way." *[Hunter ends the call and looks back at Melanie.]* **Hunter:** "I have to go. Don't leave town, alright? I'll find someone who can talk to you." **Melanie:** [Watching him retreat, looking terrified and alone] "Bitte... helfen Sie mir." (Please... help me.)
created_at"2026-02-08T15:20:40.026291+00:00" Sunday, February 8th, 2026 at 3:20:40 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency619
moderation_latency(null)
generation_time311023
tokens_prompt261
tokens_completion2760
native_tokens_prompt267
native_tokens_completion2792
native_tokens_completion_images(null)
native_tokens_reasoning2153
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" 
usage0.00497232
router(null)
provider_responses
0
id"chatcmpl-RA97vAEKcprXH8DKWXl4QPrt" 
status200
is_byokfalse
latency67
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770563728-UISTgEdSKupaLlqZQKea" 
upstream_id"chatcmpl-RA97vAEKcprXH8DKWXl4QPrt" 
total_cost0.00497232
cache_discount0.00002048
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
94.1176% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"Das Licht heute Morgen war perfekt, aber dieser Schatten... da gehört er nicht hin." 
languages
deu1
eng0.5655869720830351
passestrue
1
name"Hunter" 
dialogue"Excuse me, ma'am. Detective Hunter. I need to ask you a few questions about what happened near the orchard yesterday." 
languages
eng1
deu0.6040337518007821
passestrue
2
name"Melanie" 
dialogue"Was? Entschuldigung?" 
languages
deu1
eng0.7087495005992809
passestrue
3
name"Hunter" 
dialogue"I said I'm with the police. We received a report that a student was seen taking pictures near the perimeter fence around the time of the incident. Was that you?" 
languages
eng1
deu0.7577301387137453
passestrue
4
name"Melanie" 
dialogue"Ich... ich verstehe nicht. Ich spreche kein Englisch." 
languages
deu1
eng0.6849887133182844
passestrue
5
name"Hunter" 
dialogue"English. Do you speak English? I need to know if you saw anyone suspicious." 
languages
eng1
deu0.6577172153264976
passestrue
6
name"Melanie" 
dialogue"Nein, bitte. Ich habe nichts getan. Ich bin nur hier für die Schule." 
languages
deu1
eng0.680434269530328
passestrue
7
name"Hunter" 
dialogue"Okay, take it easy. I'm not saying you did anything. I just need to know if you saw the vehicle. A blue truck? Maybe parked by the trees?" 
languages
eng1
deu0.6629851688229725
passestrue
8
name"Melanie" 
dialogue"Ich habe Fotos gemacht. Nur von der Natur. Aber da... da war etwas Unheimliches." 
languages
deu1
eng0.6713943268078306
passestrue
9
name"Hunter" 
dialogue"'Unheimlich'? Is that German? Look, miss, I don't know what you're saying, but you look scared. Did someone threaten you?" 
languages
deu1
eng0.9914300117627289
10
name"Melanie" 
dialogue"Er hat mich gesehen. Ich weiß, dass er mich gesehen hat." 
languages
deu1
eng0.6897370343316289
passestrue
11
name"Hunter" 
dialogue"He saw you? Who saw you? The guy in the truck? Was he tall?" 
languages
eng1
deu0.7758328627893846
passestrue
12
name"Melanie" 
dialogue"Lassen Sie mich in Ruhe. Ich will hier nicht mehr sein." 
languages
deu1
eng0.7074387662534019
passestrue
13
name"Hunter" 
dialogue"This is getting us nowhere. I'm going to need to find a translator." 
languages
eng1
deu0.5217705771734413
passestrue
14
name"Hunter" 
dialogue"Hunter. ... Yeah, I'm at the 'Bean & Leaf'. I'm talking to a witness, but there's a language barrier. ... Copy that. I'm on my way." 
languages
eng1
deu0.7969450842526367
passestrue
15
name"Hunter" 
dialogue"I have to go. Don't leave town, alright? I'll find someone who can talk to you." 
languages
eng1
deu0.6805207213662965
passestrue
16
name"Melanie" 
dialogue"Bitte... helfen Sie mir." 
languages
deu1
eng0.6897880539499037
passestrue