Z.ai: GLM 5.3 Prime is a 1,000,000-token model served on Composite at $3.50 per million tokens in and $11.0 per million tokens out. Ranked #47 of 179 models by traffic on Composite over the last 30 days, taking 0.16% of tokens and 0.14% of requests. Measured on Composite, 90.5% of its last 21 requests on Composite succeeded, the typical first token arrives in 31394 ms, output runs at about 171.4 tokens per second.
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Specifications
Specifications and pricing as served by Composite
Model ID
z-ai/glm-5.3-prime
Provider
cv11
Context window
1,000,000 tokens
Accepts
text
Returns
text
Input price
$3.50 per million tokens
Output price
$11.0 per million tokens
Prompt caching
Supported — cached input is billed at the provider's cache rate, on credits and plans alike
Thinking
Always on for this model
Moderated
No
Cost on a monthly plan
About 31 plan credits per typical call (8k in, 1k out)
Routing endpoints
2 (base plus 1 routing variant)
Use Z.ai: GLM 5.3 Prime in JanitorAI or SillyTavern
Make a Composite API key and type z-ai/glm-5.3-prime as the model name. JanitorAI takes the full URL https://composite.lucidity.sh/v1/chat/completions; SillyTavern, ChubAI, Agnai and RisuAI take https://composite.lucidity.sh/v1. It runs on credits, a plan, or your own provider key.
0.16% of tokens and 0.14% of requests over 30 days.
Success rate
90.5%
Across the last 21 requests Composite served for this model.
Time to first token
31394 ms
Median across the same sample.
Output speed
171.4 tok/s
Median generation rate after the first token.
Routing variants
The same model behind 1 alternative endpoint. Call the id directly to pin a route; the base id above picks for you.
Route
Model ID
Provider
Price
cheapThink
z-ai/glm-5.3-prime:cheapThink
cv11
$3.50 per million tokens input · $11.0 per million tokens output
Pricing
$3.50 per million tokens input · $11.0 per million tokens output
Credits pay the provider’s price plus 25%; cache hits cost less.
On a monthly plan, a typical call (8k tokens in, 1k out) uses about 31 plan credits, at the provider's own price.
Provider
cv11
Roleplay fit
GLM models balance strong instruction-following with competitive pricing, a reasonable middle ground for most roleplay setups.
Context behavior
With a 1,000,000-token context window, it can hold a long-running roleplay or a full lorebook in memory without losing earlier plot details, so it suits multi-session campaigns and character cards with heavy backstory.
Cost for regular use
It is priced for quality-sensitive scenes, where writing quality and instruction-following matter more than minimizing per-message cost.
From the provider
GLM-5.3-Prime is the high-speed variant of Z.ai's GLM-5.3, inheriting its full capabilities while delivering 1.5–2× the output throughput through inference acceleration. It supports text input and output with a 1M-token...