Model Detail

glm-5.3-flash-gguf is an AI model released by antirez. It has accumulated 33K downloads on Hugging Face since publication.

glm-5.3-flash-gguf is priced at $0.2/M input tokens and $0.66/M output tokens. Operationally the model offers a 1049K-token context window, which matters when sizing it for prompt-heavy or latency-sensitive workloads. At this input rate the model sits in the commodity tier and is suitable for high-volume workloads where per-call cost dominates the decision.

glm-5.3-flash-gguf is published on Hugging Face but our pipeline has not yet captured architecture, license, or parameter-count metadata for this entry. The data is refreshed daily, so these fields typically populate within 24–48 hours of release.

glm-5.3-flash-gguf is best fit for general-purpose AI workloads, high-volume batch jobs where per-call cost dominates the budget, and long-context tasks such as full-codebase analysis or book-length summarization (1049K tokens). Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.