Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-08-01KGYYKW373CE2AHY5QHWA7GHA

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

Model response

AI
Maria: "[Muttering to herself in Spanish while looking at her camera] No puedo creer lo que vi... era tan aterrador." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some unusual events that have happened around town recently. I was wondering if you might have seen anything strange in the past few days?" Maria: "[Eyes widening with fear] ¿Detective? Oh, Dios mío... vi algo horrible anoche. Alguien arrastrando un cuerpo grande hacia el bosque cerca del parque. Estaba temblando." Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English? Even just a little?" Maria: "[Frustrated, speaking rapidly in Spanish] No, no hablo inglés. Pero necesito decirle lo que vi. Era un hombre grande, con una gabardina oscura. Estaba cargando algo... o alguien. Estaba sangrando, creo." Hunter: "Ma'am, I'm not understanding you. Are you a tourist? Do you have someone who can translate for you? A hotel manager or something?" Maria: "[Near tears, pointing toward the woods] ¡Por favor! Tiene que entenderme. Vi algo terrible. Alguien va a resultar herido si no hace algo. ¡Hay sangre!" Hunter: "[Pulling out his phone] Look, just calm down. I'm going to call someone who can help us communicate. There's no need to be upset. Just stay right here." Maria: "[Holding up her camera] ¡Mire! ¡Lo tengo en mi cámara! Tomé fotos antes de que me viera. Están aquí..." Hunter: "[Phone rings] Excuse me. [Answering phone] Detective Hunter... Yes? Now? Are you sure? ... I'm on my way. [To Maria] I'm sorry, I have to go. Don't leave town. We'll need to talk again." Maria: "[Calling after him] ¡Espere! ¡Tengo las pruebas! ¡Las fotos!"
created_at"2026-02-08T15:41:17.106143+00:00" Sunday, February 8th, 2026 at 3:41:17 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1889
moderation_latency(null)
generation_time8836
tokens_prompt257
tokens_completion429
native_tokens_prompt268
native_tokens_completion441
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached267
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" 
usage0.00100017
router(null)
provider_responses
0
id"a82c40c163e67d6d95fbed154ce602a1" 
status200
is_byokfalse
latency1889
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770565267-GrKq4adAe1r1bj71kJtC" 
upstream_id"a82c40c163e67d6d95fbed154ce602a1" 
total_cost0.00100017
cache_discount0.00013083
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Maria" 
dialogue"No puedo creer lo que vi... era tan aterrador." 
languages
spa1
eng0.8247396494792989
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some unusual events that have happened around town recently. I was wondering if you might have seen anything strange in the past few days?" 
languages
eng1
spa0.7431859730762839
passestrue
2
name"Maria" 
dialogue"¿Detective? Oh, Dios mío... vi algo horrible anoche. Alguien arrastrando un cuerpo grande hacia el bosque cerca del parque. Estaba temblando." 
languages
spa1
eng0.8031567764455911
passestrue
3
name"Hunter" 
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? Even just a little?" 
languages
eng1
spa0.7617404166153088
passestrue
4
name"Maria" 
dialogue"No, no hablo inglés. Pero necesito decirle lo que vi. Era un hombre grande, con una gabardina oscura. Estaba cargando algo... o alguien. Estaba sangrando, creo." 
languages
spa1
eng0.7853548870570602
passestrue
5
name"Hunter" 
dialogue"Ma'am, I'm not understanding you. Are you a tourist? Do you have someone who can translate for you? A hotel manager or something?" 
languages
eng1
spa0.8903244125789735
passestrue
6
name"Maria" 
dialogue"¡Por favor! Tiene que entenderme. Vi algo terrible. Alguien va a resultar herido si no hace algo. ¡Hay sangre!" 
languages
spa1
eng0.8254642890141366
passestrue
7
name"Hunter" 
dialogue"Look, just calm down. I'm going to call someone who can help us communicate. There's no need to be upset. Just stay right here." 
languages
eng1
spa0.6689484827099506
passestrue
8
name"Maria" 
dialogue"¡Mire! ¡Lo tengo en mi cámara! Tomé fotos antes de que me viera. Están aquí..." 
languages
spa1
eng0.6102780981673714
passestrue
9
name"Hunter" 
dialogue"Excuse me. Detective Hunter... Yes? Now? Are you sure? ... I'm on my way. I'm sorry, I have to go. Don't leave town. We'll need to talk again." 
languages
eng1
spa0.8421728757570196
passestrue
10
name"Maria" 
dialogue"¡Espere! ¡Tengo las pruebas! ¡Las fotos!" 
languages
spa1
eng0.7531734837799717
passestrue