Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYX6H83QXJSGS91VME7X6ZF

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
Hunter: "Excuse me, ma'am. You look like you might have seen something. I'm a detective in town, and there’s been another disappearance near the river. Did you perhaps see a man acting suspiciously near the festival grounds this morning?" Melanie: (Stares blankly at him). "A man? I don't know... I saw something in the woods. It was hiding in the mist." (German) Hunter: "Disappearing into the mist? Miss, I'm running a serious investigation here. Did you see which way they went? Were they fleeing the town? You need to tell me who you saw." Melanie: (Taps her camera lens nervously). "They didn't run. They were waiting for me. I tried to take a picture, but the lens... it broke." (German) Hunter: (Frowns deeply). "Your camera broke? That doesn't explain the missing person. Look, lady, I don't have time for riddles. Did you see a vehicle? A car? Was there blood?" Melanie: "No blood. Only red fog. It smelled like... apples and... rot." (German) Hunter: "Apples and rot? That sounds like the orchard. Look, I need you to describe exactly what you saw. Use your hands. Describe the clothing. Was he wearing a jacket?" Melanie: "He wasn't wearing a jacket. He was wearing... nothing. Just white bone." (German) Hunter: (Stares at her in disbelief). "Wait, "white bone"? Did you say he was wearing white bone? Lady, you’re not making any sense. This is a fabrication. I have to go." Hunter: (Grabs his radio). "Dispatch, this is Hunter. I’m stopping the interview. I’ve got a witness that clearly isn't in her right mind, and I need a patrol car to sweep the orchards." Melanie: "I'm not crazy. I just want to find my camera." (German) Hunter: "I don't know what you're saying. And I don't have time to find your camera. Stay here, do not move." Hunter: (Screams into radio). "...Send a tech team to my location! Now!" (Hunter marches away).
created_at"2026-02-08T15:17:07.742711+00:00" Sunday, February 8th, 2026 at 3:17:07 PM GMT+00:00
model"z-ai/glm-4.7-flash-20260119" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency815
moderation_latency(null)
generation_time44774
tokens_prompt261
tokens_completion3098
native_tokens_prompt267
native_tokens_completion3105
native_tokens_completion_images(null)
native_tokens_reasoning2760
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" 
usage0.0012548200000128
router(null)
provider_responses
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id"chatcmpl-RgTe1aYb2whZ98nTTsfUTbjN" 
status200
is_byokfalse
latency51
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
api_type"completions" 
id"gen-1770563781-IHzv0vzOxRTnuozvGgeB" 
upstream_id"chatcmpl-RgTe1aYb2whZ98nTTsfUTbjN" 
total_cost0.0012548200000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
61.5385% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, ma'am. You look like you might have seen something. I'm a detective in town, and there’s been another disappearance near the river. Did you perhaps see a man acting suspiciously near the festival grounds this morning?" 
languages
eng1
deu0.7748014040273415
passestrue
1
name"Melanie" 
dialogue"A man? I don't know... I saw something in the woods. It was hiding in the mist." 
languages
eng1
deu0.801494927923118
2
name"Hunter" 
dialogue"Disappearing into the mist? Miss, I'm running a serious investigation here. Did you see which way they went? Were they fleeing the town? You need to tell me who you saw." 
languages
eng1
deu0.8579163742103679
passestrue
3
name"Melanie" 
dialogue"They didn't run. They were waiting for me. I tried to take a picture, but the lens... it broke." 
languages
eng1
deu0.7298307752853208
4
name"Hunter" 
dialogue"Your camera broke? That doesn't explain the missing person. Look, lady, I don't have time for riddles. Did you see a vehicle? A car? Was there blood?" 
languages
eng1
deu0.8002567211010483
passestrue
5
name"Melanie" 
dialogue"No blood. Only red fog. It smelled like... apples and... rot." 
languages
eng1
deu0.7690930787589498
6
name"Hunter" 
dialogue"Apples and rot? That sounds like the orchard. Look, I need you to describe exactly what you saw. Use your hands. Describe the clothing. Was he wearing a jacket?" 
languages
eng1
deu0.8067965513380361
passestrue
7
name"Melanie" 
dialogue"He wasn't wearing a jacket. He was wearing... nothing. Just white bone." 
languages
eng1
deu0.8478419897585955
8
name"Hunter" 
dialogue"? Did you say he was wearing white bone? Lady, you’re not making any sense. This is a fabrication. I have to go." 
languages
eng1
deu0.6547588230218311
passestrue
9
name"Hunter" 
dialogue"Dispatch, this is Hunter. I’m stopping the interview. I’ve got a witness that clearly isn't in her right mind, and I need a patrol car to sweep the orchards." 
languages
eng1
deu0.6848538011695906
passestrue
10
name"Melanie" 
dialogue"I'm not crazy. I just want to find my camera." 
languages
eng1
deu0.5488322717622081
11
name"Hunter" 
dialogue"I don't know what you're saying. And I don't have time to find your camera. Stay here, do not move." 
languages
eng1
deu0.8385356454720616
passestrue
12
name"Hunter" 
dialogue"...Send a tech team to my location! Now!" 
languages
eng1
deu0.7870389239861423
passestrue