Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYZ328Q4AJGD0MR0ECRZ7XW

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

Model response

AI
``` Isabella: (Muttering to herself while examining her camera) "Perfetto. La luce è proprio quella che cercavo." Hunter: (Approaching her table) "Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was hoping you might have seen something unusual around the apple orchards yesterday?" Isabella: (Looking up, startled) "Mi scusi? Non capisco. Cosa sta succedendo?" Hunter: "The apple orchards. Yesterday. Did you notice anything strange? Anyone suspicious?" Isabella: (Shaking her head, looking troubled) "No, non capisco l'inglese. Io sono italiana. Parlo solo italiano." Hunter: "Great. Just great." (Pulls out his notebook) "Do you understand 'yesterday'?" (He gestures, pointing at his watch and then behind him) Isabella: (Eyes widening, looking troubled and shaken) "Ieri... ho visto qualcosa. Un uomo. Stava seguendo una ragazza. Era molto strano. Mi ha fatto paura." Hunter: "A man? Following a girl? Can you describe him?" Isabella: "Era alto. Capelli scuri. Indossava un cappotto nero, anche se faceva caldo. La ragazza sembrava spaventata. Non so chi erano." Hunter: "Did you see where they went? Which direction?" Isabella: (Frustrated, gesturing with her hands) "Non capisco! Non capisco cosa stai chiedendo! Perché nessuno parla italiano in questo posto?" Hunter: "Okay, calm down. I just need to know... direction." (He points in different directions) Isabella: "Verso il bosco. Sono andati verso il bosco vicino al frutteto." Hunter: "The woods near the orchard. Got it." (His phone rings) "Hunter here... What? Another one? Okay, I'm on my way." (Ending the call, he looks at Isabella) "I have to go. Stay here, okay? Don't go anywhere." Isabella: "Aspetti! Dov'è la polizia? Qualcuno dovrebbe sapere quello che ho visto!" Hunter: (Already walking away) "I'm the police! Just stay put! I'll send someone who can speak... whatever language you speak!" Isabella: (Calling after him in frustration) "Italiano! Si chiama italiano! Detective! Aspetti!" ```
created_at"2026-02-08T15:49:37.995863+00:00" Sunday, February 8th, 2026 at 3:49:37 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1496
moderation_latency(null)
generation_time11971
tokens_prompt261
tokens_completion518
native_tokens_prompt273
native_tokens_completion534
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached272
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" 
usage0.00120532
router(null)
provider_responses
0
id"8162ea7f2464466df1c4aa712fc6c29c" 
status200
is_byokfalse
latency1496
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770565765-95eyKZ3phOBRfnCAEGTV" 
upstream_id"8162ea7f2464466df1c4aa712fc6c29c" 
total_cost0.00120532
cache_discount0.00013328
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
94.1176% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Perfetto. La luce è proprio quella che cercavo." 
languages
ita1
eng0.5716170373162457
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was hoping you might have seen something unusual around the apple orchards yesterday?" 
languages
eng1
ita0.6511288754456087
passestrue
2
name"Isabella" 
dialogue"Mi scusi? Non capisco. Cosa sta succedendo?" 
languages
ita1
eng0.6611498257839721
passestrue
3
name"Hunter" 
dialogue"The apple orchards. Yesterday. Did you notice anything strange? Anyone suspicious?" 
languages
eng1
ita0.6845025762980579
passestrue
4
name"Isabella" 
dialogue"No, non capisco l'inglese. Io sono italiana. Parlo solo italiano." 
languages
ita1
eng0.7908040718288917
passestrue
5
name"Hunter" 
dialogue"Do you understand 'yesterday'?" 
languages
eng1
ita0.7454466608846487
passestrue
6
name"Isabella" 
dialogue"Ieri... ho visto qualcosa. Un uomo. Stava seguendo una ragazza. Era molto strano. Mi ha fatto paura." 
languages
ita1
eng0.6234975961538461
passestrue
7
name"Hunter" 
dialogue"A man? Following a girl? Can you describe him?" 
languages
eng1
ita0.6196534921494314
passestrue
8
name"Isabella" 
dialogue"Era alto. Capelli scuri. Indossava un cappotto nero, anche se faceva caldo. La ragazza sembrava spaventata. Non so chi erano." 
languages
ita1
eng0.6666666666666667
passestrue
9
name"Hunter" 
dialogue"Did you see where they went? Which direction?" 
languages
eng1
ita0.6096904441453567
passestrue
10
name"Isabella" 
dialogue"Non capisco! Non capisco cosa stai chiedendo! Perché nessuno parla italiano in questo posto?" 
languages
ita1
eng0.7298960138648181
passestrue
11
name"Hunter" 
dialogue"Okay, calm down. I just need to know... direction." 
languages
eng1
ita0.7358092424562144
passestrue
12
name"Isabella" 
dialogue"Verso il bosco. Sono andati verso il bosco vicino al frutteto." 
languages
ita1
eng0.9506901157613535
13
name"Hunter" 
dialogue"I have to go. Stay here, okay? Don't go anywhere." 
languages
eng1
ita0.8332280480101074
passestrue
14
name"Isabella" 
dialogue"Aspetti! Dov'è la polizia? Qualcuno dovrebbe sapere quello che ho visto!" 
languages
ita1
eng0.6408399710354815
passestrue
15
name"Hunter" 
dialogue"I'm the police! Just stay put! I'll send someone who can speak... whatever language you speak!" 
languages
eng1
ita0.7671945701357465
passestrue
16
name"Isabella" 
dialogue"Italiano! Si chiama italiano! Detective! Aspetti!" 
languages
ita1
eng0.8387809884730775
passestrue