Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYZJP4YJY04EHN47EC92S75

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:** (Her voice trembling as she looks up from her camera, eyes darting nervously around the room) "Es ist nicht gut... nichts ist gut. Ich habe ihn gesehen. Er... er ist verschwunden. Ich habe gesagt, dass er nicht gehen sollte, aber er ist doch gegangen." **Hunter:** (He frowns, looking confused by her accent) "I’m sorry, I don’t speak German. What did you say about a man? Are you okay? You look really shaken." **Melanie:** (Lets out a shaky breath) "Ja. Er ist... er ist einfach nicht mehr da. Es ist kein Weg zurück. Aber niemand hört mich. Niemand in dieser Stadt." **Hunter:** "Okay, okay. I hear you. Look, just stick with the tourists here for now. Don't wander off. You’re safe enough at the cafe." **Hunter:** (His expression turns serious as his phone buzzes loudly on the table) "Hold on a second." (He answers) "Hunter. Yeah. What? The woods? Okay, I'm on my way back to the station right now." (Hangs up) **Hunter:** "Sorry about that. I have to run. Something else just came up. Please, don't go anywhere."
created_at"2026-02-08T15:58:22.442243+00:00" Sunday, February 8th, 2026 at 3:58:22 PM GMT+00:00
model"z-ai/glm-4.7-flash-20260119" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency544
moderation_latency(null)
generation_time24653
tokens_prompt261
tokens_completion2631
native_tokens_prompt267
native_tokens_completion2655
native_tokens_completion_images(null)
native_tokens_reasoning2447
native_tokens_cached31
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" 
usage0.00107883
router(null)
provider_responses
0
id"3767488b55e130d407a6b0f84a691e9e" 
status200
is_byokfalse
latency544
endpoint_id"6999081f-9017-4517-bbdb-47df8778c940" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
api_type"completions" 
id"gen-1770566277-W5La335qVmZXNA4iRyVA" 
upstream_id"3767488b55e130d407a6b0f84a691e9e" 
total_cost0.00107883
cache_discount0.00000186
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
75.0000% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"I’m sorry, I don’t speak German. What did you say about a man? Are you okay? You look really shaken." 
languages
eng1
deu0.9256487025948104
1
name"Hunter" 
dialogue"Okay, okay. I hear you. Look, just stick with the tourists here for now. Don't wander off. You’re safe enough at the cafe." 
languages
eng1
deu0.7206437962823031
passestrue
2
name"Hunter" 
dialogue"Hold on a second." 
languages
eng1
deu0.6031909418425117
passestrue
3
name"Hunter" 
dialogue"Sorry about that. I have to run. Something else just came up. Please, don't go anywhere." 
languages
eng1
deu0.7277658815132049
passestrue