Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYZVH9K9YAWVDQH6XGM79RZ

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, staring intently at her camera screen) Das kann nicht sein. Der Focus war perfekt... warum ist das hier so verschwommen?" Hunter: "Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions." Melanie: "(Jumps, clutching her camera tightly to her chest) Ah! Entschuldigung... Ich... ich spreche kein Englisch. Sprechen Sie Deutsch?" Hunter: "No, I don't. I'm investigating a situation here in Alborn. Were you near the apple orchards yesterday evening? We've had a report of a missing person." Melanie: "(Looking increasingly panicked, speaking rapidly) Der Apfelgarten? Ja, ich war dort, um Fotos zu machen. Aber... da war jemand. Jemand hat mich beobachtet. Es war unheimlich." Hunter: "(Frowning, leaning in) Someone was watching you? Did you get a look at him? Was he a local?" Melanie: "(Hands shaking, she turns the camera screen toward him) Sehen Sie dieses Foto hier? In der Ecke. Dieser Mann... er hatte etwas in der Hand. Er sah so... böse aus. Ich hatte so Angst." Hunter: "(Staring blankly at the camera, then at her) Ma'am, I have no idea what you're telling me. Are you showing me evidence? Is that a suspect?" Melanie: "(Frustrated and scared, pointing emphatically at the screen) Nein, Sie verstehen nicht! Er drohte mir! Ich musste weglaufen. Ich bin eine Fremde hier, ich kann nicht mal Hilfe rufen!" Hunter: "(Sighs and rubs his temples) Look, this is impossible. Do you have ID? A passport? Anything?" Melanie: "(Tearing up, whispering) Mein Gott... ich bin allein. Hier ist niemand, der mich versteht. Was, wenn er mich findet?" Hunter: "(Phone rings abruptly, he holds up a finger to silence her) Hold on a second. Detective Hunter here." Melanie: "(Looking desperate) Bitte warten Sie..." Hunter: "(Into phone) Yeah? You found what? The abandoned truck near the festival grounds? Alright, I'm on my way. Don't touch anything." Hunter: "(To Melanie, gesturing vaguely) I have to go. Stay here. Don't leave town. We'll get a translator or something." Melanie: "(Reaching out as he turns away) Aber das Foto! Es ist wichtig! Warten Sie!" Hunter: "(Already walking away) Just stay put, ma'am."
created_at"2026-02-08T16:03:35.68915+00:00" Sunday, February 8th, 2026 at 4:03:35 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3899
moderation_latency(null)
generation_time47956
tokens_prompt261
tokens_completion2341
native_tokens_prompt267
native_tokens_completion2372
native_tokens_completion_images(null)
native_tokens_reasoning1816
native_tokens_cached2
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" 
usage0.00537762
router(null)
provider_responses
0
id"20260209000247c099c192e7d54933" 
status200
is_byokfalse
latency3899
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566567-XfyzZGsuOIVGIzO4FkVw" 
upstream_id"20260209000247c099c192e7d54933" 
total_cost0.00537762
cache_discount9.8e-7
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
94.1176% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"Das kann nicht sein. Der Focus war perfekt... warum ist das hier so verschwommen?" 
languages
deu1
eng0.6564878048780487
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions." 
languages
eng1
deu0.5805799055967633
passestrue
2
name"Melanie" 
dialogue"Ah! Entschuldigung... Ich... ich spreche kein Englisch. Sprechen Sie Deutsch?" 
languages
deu1
eng0.6972477064220184
passestrue
3
name"Hunter" 
dialogue"No, I don't. I'm investigating a situation here in Alborn. Were you near the apple orchards yesterday evening? We've had a report of a missing person." 
languages
eng1
deu0.7513400444502549
passestrue
4
name"Melanie" 
dialogue"Der Apfelgarten? Ja, ich war dort, um Fotos zu machen. Aber... da war jemand. Jemand hat mich beobachtet. Es war unheimlich." 
languages
deu1
eng0.6992777027423807
passestrue
5
name"Hunter" 
dialogue"Someone was watching you? Did you get a look at him? Was he a local?" 
languages
eng1
deu0.8363047001620746
passestrue
6
name"Melanie" 
dialogue"Sehen Sie dieses Foto hier? In der Ecke. Dieser Mann... er hatte etwas in der Hand. Er sah so... böse aus. Ich hatte so Angst." 
languages
deu1
eng0.826288532675709
passestrue
7
name"Hunter" 
dialogue"Ma'am, I have no idea what you're telling me. Are you showing me evidence? Is that a suspect?" 
languages
eng1
deu0.6752674047663727
passestrue
8
name"Melanie" 
dialogue"Nein, Sie verstehen nicht! Er drohte mir! Ich musste weglaufen. Ich bin eine Fremde hier, ich kann nicht mal Hilfe rufen!" 
languages
deu1
eng0.7769685391916901
passestrue
9
name"Hunter" 
dialogue"Look, this is impossible. Do you have ID? A passport? Anything?" 
languages
eng1
deu0.6823382195209153
passestrue
10
name"Melanie" 
dialogue"Mein Gott... ich bin allein. Hier ist niemand, der mich versteht. Was, wenn er mich findet?" 
languages
deu1
eng0.7320382590642841
passestrue
11
name"Hunter" 
dialogue"Hold on a second. Detective Hunter here." 
languages
eng1
deu0.7505933117583603
passestrue
12
name"Melanie" 
dialogue"Bitte warten Sie..." 
languages
deu1
eng0.536348267117498
passestrue
13
name"Hunter" 
dialogue"Yeah? You found what? The abandoned truck near the festival grounds? Alright, I'm on my way. Don't touch anything." 
languages
eng1
deu0.6739221082478526
passestrue
14
name"Hunter" 
dialogue"I have to go. Stay here. Don't leave town. We'll get a translator or something." 
languages
eng1
deu0.7836353651839648
passestrue
15
name"Melanie" 
dialogue"Aber das Foto! Es ist wichtig! Warten Sie!" 
languages
deu1
eng0.5422808378588053
passestrue
16
name"Hunter" 
dialogue"Just stay put, ma'am." 
languages
eng1
deu0.9675632911392406