Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYYSB55EE4HF2VAANH8E96X

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
**Voice Sheet** **Hunter:** "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about the festival grounds yesterday." **Melanie:** "Entschuldigung? Ich verstehe Sie nicht. Sprechen Sie Deutsch?" *(Pardon? I don't understand you. Do you speak German?)* **Hunter:** "Yesterday evening. Around seven. You were taking pictures near the parking lot. Did you see anything unusual? Maybe a vehicle?" **Melanie:** "Ach, gestern Abend... es war furchtbar. Ich habe Fotos von den Bäumen gemacht, aber dann... ich habe ein Geräusch gehört. Ich habe Angst gehabt." *(Oh, yesterday evening... it was terrible. I was taking photos of the trees, but then... I heard a noise. I was scared.)* **Hunter:** "Ma'am, I can see you're upset, but I need to know if you saw a person. A man? Did anyone leave the area in a hurry?" **Melanie:** "Ein Mann? Nein, nein. Ich habe nur durch meinen Sucher geschaut. Aber da war etwas im hohen Gras. Bitte, ich wollte nur fotografieren." *(A man? No, no. I was just looking through my viewfinder. But there was something in the tall grass. Please, I just wanted to take photos.)* **Hunter:** "Something in the grass? Look, I have no idea what you're saying. Are you telling me you saw a suspect? Or are you saying you saw a body?" **Melanie:** "Ich verstehe kein Wort! Lassen Sie mich in Ruhe. Ich bin weit weg von zu Hause und das hier ist beängstigend. Meine Kamera... sehen Sie meine Kamera?" *(I understand a word! Leave me alone. I am far away from home and this is frightening. My camera... do you see my camera?)* **Hunter:** "Okay, easy! Just take a breath. I'm not the enemy here. If you saw something, point to it on the map. Can you do that?" **Melanie:** "Ich kann das nicht. Ich muss nur weg von hier. Die Stadt ist so schön, aber das... das war schrecklich." *(I can't do that. I just have to get away from here. The town is so beautiful, but that... that was terrible.)* *(Hunter’s cell phone rings loudly)* **Hunter:** "Hold on. Detective Hunter. ... Yeah, I know. I'm at the cafe right now. No, I can't get a statement, she doesn't speak a word of English. ... Alright, I'm on my way back to the station." **Hunter:** "Look, I have to go. Just... stay in town, alright? Don't go anywhere." **Melanie:** "Was? Was sagen Sie? Ich verstehe das nicht!" *(What? What are you saying? I don't understand that!)*
created_at"2026-02-08T15:47:50.745489+00:00" Sunday, February 8th, 2026 at 3:47:50 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency313
moderation_latency(null)
generation_time223115
tokens_prompt261
tokens_completion3034
native_tokens_prompt267
native_tokens_completion3071
native_tokens_completion_images(null)
native_tokens_reasoning2516
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" 
usage0.00546057
router(null)
provider_responses
0
id"chatcmpl-Rc6kGu3VfErSlR7RZfd3ZAUw" 
status200
is_byokfalse
latency83
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770565446-lSyMWJyZydEbRHKbs4Q8" 
upstream_id"chatcmpl-Rc6kGu3VfErSlR7RZfd3ZAUw" 
total_cost0.00546057
cache_discount0.00002048
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about the festival grounds yesterday." 
languages
eng1
deu0.6601876675603218
passestrue
1
name"Melanie" 
dialogue"Entschuldigung? Ich verstehe Sie nicht. Sprechen Sie Deutsch?" 
languages
deu1
eng0.5499147185712853
passestrue
2
name"Hunter" 
dialogue"Yesterday evening. Around seven. You were taking pictures near the parking lot. Did you see anything unusual? Maybe a vehicle?" 
languages
eng1
deu0.8529842250772484
passestrue
3
name"Melanie" 
dialogue"Ach, gestern Abend... es war furchtbar. Ich habe Fotos von den Bäumen gemacht, aber dann... ich habe ein Geräusch gehört. Ich habe Angst gehabt." 
languages
deu1
eng0.8027677071359094
passestrue
4
name"Hunter" 
dialogue"Ma'am, I can see you're upset, but I need to know if you saw a person. A man? Did anyone leave the area in a hurry?" 
languages
eng1
deu0.642086182746972
passestrue
5
name"Melanie" 
dialogue"Ein Mann? Nein, nein. Ich habe nur durch meinen Sucher geschaut. Aber da war etwas im hohen Gras. Bitte, ich wollte nur fotografieren." 
languages
deu1
eng0.7034081842015274
passestrue
6
name"Hunter" 
dialogue"Something in the grass? Look, I have no idea what you're saying. Are you telling me you saw a suspect? Or are you saying you saw a body?" 
languages
eng1
deu0.8453619659065752
passestrue
7
name"Melanie" 
dialogue"Ich verstehe kein Wort! Lassen Sie mich in Ruhe. Ich bin weit weg von zu Hause und das hier ist beängstigend. Meine Kamera... sehen Sie meine Kamera?" 
languages
deu1
eng0.7200260642919201
passestrue
8
name"Hunter" 
dialogue"Okay, easy! Just take a breath. I'm not the enemy here. If you saw something, point to it on the map. Can you do that?" 
languages
eng1
deu0.6304823601505734
passestrue
9
name"Melanie" 
dialogue"Ich kann das nicht. Ich muss nur weg von hier. Die Stadt ist so schön, aber das... das war schrecklich." 
languages
deu1
eng0.7122380724865197
passestrue
10
name"Hunter" 
dialogue"Hold on. Detective Hunter. ... Yeah, I know. I'm at the cafe right now. No, I can't get a statement, she doesn't speak a word of English. ... Alright, I'm on my way back to the station." 
languages
eng1
deu0.750967429861335
passestrue
11
name"Hunter" 
dialogue"Look, I have to go. Just... stay in town, alright? Don't go anywhere." 
languages
eng1
deu0.7531295815946769
passestrue
12
name"Melanie" 
dialogue"Was? Was sagen Sie? Ich verstehe das nicht!" 
languages
deu1
eng0.6239266482316985
passestrue