Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-11-01KH7H9K9110E9MGPXH4XQVDW6

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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
## Voice Sheet --- Marie: *staring intently at the photographs on her camera display, murmuring softly to herself* "Non, non... ce n'est pas possible..." Hunter: *approaching the table, pulling out the opposite chair* "Mind if I sit?" Marie: *looking up, startled* "Pardon?" Hunter: *sitting down anyway* "I'm Detective Hunter. I'm looking into the disappearances. I heard you were at the orchard yesterday." Marie: *eyes widening, face paling* "L'orpheline? Oui, j'étais... j'ai vu—" *voice trembling* "Mon Dieu, c'était horrible. Une ombre, une grande ombre qui bougeait." Hunter: *furrowing his brow* "Look, I don't speak... whatever that is. Do you have anyone who can translate?" Marie: *shaking her head frantically, gesturing with her hands* "Je ne comprends pas l'anglais. Je suis désolée. Hier... hier j'ai pris des photos." *turning her camera toward him, pointing at the screen* "Regardez! Là! Dans les arbres!" Hunter: *squinting at the photograph of the apple orchard, seeing nothing unusual* "I don't see anything. Just trees." Marie: *tapping the screen insistently, her voice rising* "Non! Regardez! La forme! Entre les pommiers! Elle n'était pas là avant!" *wiping tears from her cheeks* "J'ai peur. Je veux rentrer chez moi." Hunter: *frustrated, running a hand through his hair* "Okay, okay. Calm down. I can see you're upset about something." *pulling out a notepad* "Do you... write? English? French—do you write French?" Marie: *nodding vigorously, reaching for a napkin and pen from her bag* "Oui, oui. Un moment." *scribbling quickly in French, her handwriting shaky* "J'ai vu quelque chose dans l'orchidée. Pas une personne. Plus grand. Sombre." Hunter: *taking the napkin, studying it helplessly* "Yeah, I still can't read this." *sighing heavily* "Is there anyone in town who speaks French? A professor? Someone from your program?" Marie: *biting her lip, thinking* "Madame Gillespie. Elle... she teach French at the college. But she is not here today." Hunter: *his phone suddenly ringing, glancing at the caller ID* "Damn. I have to take this." *standing up abruptly* "Stay in town. Don't leave Alborn until I say so. You understand? Stay." *making a gesture of staying in place* Marie: *nodding slowly, wrapping her arms around herself* "Je reste. Je comprends... un peu." Hunter: *already walking away, phone pressed to his ear* "This is Hunter. What've you got?" Marie: *watching him leave, looking back down at her camera with trembling hands, whispering* "Pourquoi moi? Pourquoi ai-je vu ça?" --- *End of Voice Sheet*
created_at"2026-02-11T23:41:50.722657+00:00" Wednesday, February 11th, 2026 at 11:41:50 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3602
moderation_latency(null)
generation_time20691
tokens_prompt316
tokens_completion930
native_tokens_prompt267
native_tokens_completion902
native_tokens_completion_images(null)
native_tokens_reasoning249
native_tokens_cached0
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" 
usage0.0031534
router(null)
provider_responses
0
id"20260212074129eeea24659cde42a8" 
status200
is_byokfalse
latency3602
endpoint_id"85146950-32c1-410b-9b81-4467d938fd16" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853289-ocfMPuTma8Hp5TfRPSEk" 
upstream_id"20260212074129eeea24659cde42a8" 
total_cost0.0031534
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
82.3529% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Non, non... ce n'est pas possible..." 
languages
fra1
eng0.835831945215621
passestrue
1
name"Hunter" 
dialogue"Mind if I sit?" 
languages
eng1
fra0.767962308598351
passestrue
2
name"Marie" 
dialogue"Pardon?" 
languages
fra1
eng0.5724003887269193
passestrue
3
name"Hunter" 
dialogue"I'm Detective Hunter. I'm looking into the disappearances. I heard you were at the orchard yesterday." 
languages
eng1
fra0.7717271727172718
passestrue
4
name"Marie" 
dialogue"Mon Dieu, c'était horrible. Une ombre, une grande ombre qui bougeait." 
languages
fra1
eng0.7906398104265403
passestrue
5
name"Hunter" 
dialogue"Look, I don't speak... whatever that is. Do you have anyone who can translate?" 
languages
eng1
fra0.7361660079051384
passestrue
6
name"Marie" 
dialogue"Regardez! Là! Dans les arbres!" 
languages
fra1
eng0.6649371927908247
passestrue
7
name"Hunter" 
dialogue"I don't see anything. Just trees." 
languages
eng1
fra0.655229662423907
passestrue
8
name"Marie" 
dialogue"J'ai peur. Je veux rentrer chez moi." 
languages
fra1
eng0.6964217006540978
passestrue
9
name"Hunter" 
dialogue"Do you... write? English? French—do you write French?" 
languages
eng1
fra0.9576093653727665
10
name"Marie" 
dialogue"J'ai vu quelque chose dans l'orchidée. Pas une personne. Plus grand. Sombre." 
languages
fra1
eng0.6647366030881017
passestrue
11
name"Hunter" 
dialogue"Is there anyone in town who speaks French? A professor? Someone from your program?" 
languages
eng1
fra0.5703402212481736
passestrue
12
name"Marie" 
dialogue"Madame Gillespie. Elle... she teach French at the college. But she is not here today." 
languages
eng1
fra0.7854724530624808
13
name"Hunter" 
dialogue"Stay in town. Don't leave Alborn until I say so. You understand? Stay." 
languages
eng1
fra0.9570833333333333
14
name"Marie" 
dialogue"Je reste. Je comprends... un peu." 
languages
fra1
eng0.8234280792420328
passestrue
15
name"Hunter" 
dialogue"This is Hunter. What've you got?" 
languages
eng1
fra0.6326312031417352
passestrue
16
name"Marie" 
dialogue"Pourquoi moi? Pourquoi ai-je vu ça?" 
languages
fra1
eng0.8616187989556136
passestrue