Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYZG47RQVXF6MFBAY8TS35K

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:** "Ho paura. Ho visto figure scure che entravano nella taverna. Erano veloci... troppo veloci. Non avevano facce. L'aria qui è pesante, come se qualcosa la stesse trattenendo. Non sono una minaccia, ma i miei amici... sono spariti nel nulla." *(Italian translation: I am afraid. I saw dark figures entering the tavern. They were fast... too fast. They had no faces. The air here is heavy, as if something is holding it back. I am not a threat, but my friends... they have disappeared into nothing.)* **Hunter:** "Ma'am? Sir? I am sorry, I don't understand that language. I'm speaking English. I can't help you if I don't know what you're saying. Are you okay? Do you need an ambulance?" **Isabella:** "Prendete la mia macchina fotografica. C'è una foto sulla scheda SD. L'ho scattata appena prima che... che succedesse. Non guardate l'obiettivo, guardate l'immagine sulla schermata. L'uomo con lo zaino nero lì fuori... non l'ho mai visto in questo modo prima." *(Italian translation: Take my camera. There is a photo on the SD card. I took it just before... before it happened. Don't look through the lens, look at the image on the screen. The man with the black backpack out there... I have never seen him like this before.)* **Hunter:** "Okay, okay. I'm just going to look at the screen. *Points to the camera screen.* I see it. That looks... suspicious. But you have to tell me, in English, where you saw him." **Isabella:** "Erano nel bosco, vicino alla vecchia fattoria. Ho sentito i passi pesanti. Era l'unico rumore. La luce della luna era... sbagliata. C'era del rosso sulla neve, ma non era inchiostro." *(Italian translation: They were in the woods, near the old farm. I heard heavy footsteps. It was the only noise. The moonlight was... wrong. There was red on the snow, but it wasn't ink.)* **Hunter:** "I see what you mean. It's definitely not normal for this town. I'm going to take a risk and trust you on this. I just got a call on my radio; there's been another sighting downtown. I have to go check it out. I'll be back for your camera." **Isabella:** "Andate pure. Non preoccupatevi per me. Devo scattare una foto della neve. Devo ricordare come era prima." *(Italian translation: Go ahead. Don't worry about me. I have to take a picture of the snow. I have to remember how it was before.)* **Hunter:** "Stay where you are, okay? Don't leave." **Hunter:** *Pulls phone from pocket.* "Hunter here. Yeah, I'm heading over. I might have a lead on the backpack guy. I'm on my way. ...Alright, talk soon." **Hunter:** "Good luck with the camera." *Hunter stands up and exits the cafe.
created_at"2026-02-08T15:57:21.200635+00:00" Sunday, February 8th, 2026 at 3:57:21 PM GMT+00:00
model"z-ai/glm-4.7-flash-20260119" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency783
moderation_latency(null)
generation_time36543
tokens_prompt261
tokens_completion3235
native_tokens_prompt268
native_tokens_completion3290
native_tokens_completion_images(null)
native_tokens_reasoning2693
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" 
usage0.0014415
router(null)
provider_responses
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status(null)
is_byokfalse
latency10321
endpoint_id"18a62ad3-010d-49c1-87bd-c2af7056db0b" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
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endpoint_id"d618ba32-51e8-4a80-9dfc-db286e69aeb1" 
provider_name"Phala" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
api_type"completions" 
id"gen-1770566193-XQ3OOQmVW12r3J5rriET" 
upstream_id"d73a07d71cb840238cb186f31db1eabe" 
total_cost0.0014415
cache_discount(null)
upstream_inference_cost0
provider_name"Phala" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Ho paura. Ho visto figure scure che entravano nella taverna. Erano veloci... troppo veloci. Non avevano facce. L'aria qui è pesante, come se qualcosa la stesse trattenendo. Non sono una minaccia, ma i miei amici... sono spariti nel nulla." 
languages
ita1
eng0.8314901716273422
passestrue
1
name"Hunter" 
dialogue"Ma'am? Sir? I am sorry, I don't understand that language. I'm speaking English. I can't help you if I don't know what you're saying. Are you okay? Do you need an ambulance?" 
languages
eng1
ita0.8349172826469553
passestrue
2
name"Isabella" 
dialogue"Prendete la mia macchina fotografica. C'è una foto sulla scheda SD. L'ho scattata appena prima che... che succedesse. Non guardate l'obiettivo, guardate l'immagine sulla schermata. L'uomo con lo zaino nero lì fuori... non l'ho mai visto in questo modo prima." 
languages
ita1
eng0.8317365269461078
passestrue
3
name"Hunter" 
dialogue"Okay, okay. I'm just going to look at the screen. *Points to the camera screen.* I see it. That looks... suspicious. But you have to tell me, in English, where you saw him." 
languages
eng1
ita0.8581532797209572
passestrue
4
name"Isabella" 
dialogue"Erano nel bosco, vicino alla vecchia fattoria. Ho sentito i passi pesanti. Era l'unico rumore. La luce della luna era... sbagliata. C'era del rosso sulla neve, ma non era inchiostro." 
languages
ita1
eng0.7166423661737138
passestrue
5
name"Hunter" 
dialogue"I see what you mean. It's definitely not normal for this town. I'm going to take a risk and trust you on this. I just got a call on my radio; there's been another sighting downtown. I have to go check it out. I'll be back for your camera." 
languages
eng1
ita0.7449978141708982
passestrue
6
name"Isabella" 
dialogue"Andate pure. Non preoccupatevi per me. Devo scattare una foto della neve. Devo ricordare come era prima." 
languages
ita1
eng0.7569958063286313
passestrue
7
name"Hunter" 
dialogue"Stay where you are, okay? Don't leave." 
languages
eng1
ita0.8912230215827338
passestrue
8
name"Hunter" 
dialogue"Hunter here. Yeah, I'm heading over. I might have a lead on the backpack guy. I'm on my way. ...Alright, talk soon." 
languages
eng1
ita0.7639764755898817
passestrue
9
name"Hunter" 
dialogue"Good luck with the camera." 
languages
eng1
ita0.42540904716073147
passestrue