{"id":"zai-org-glm-4-5","name":"GLM-4.5","homepage":"https://z.ai/blog/glm-4.5","repo_url":"https://github.com/zai-org/GLM-4.5","category":"ai-ml","subcategories":[],"tags":["ai-ml","llm","multimodal","open-source","chat","reasoning","python","models"],"what_it_does":"GLM-4.0414 is an open-source family of multilingual multimodal (text, and for some variants vision) chat/reasoning large language models released by THUDM. The repository content provided describes model variants, context length characteristics, and links for trying models online (via Z.ai) and downloading models from model hubs (e.g., Hugging Face, ModelScope). The included README text does not describe a programmatic API surface (REST/SDK) for the package itself; it primarily documents model series and usage pointers.","use_cases":["Local/private LLM deployment for chat, reasoning, and long-context tasks (where supported by the selected variant)","Multilingual dialogue and instruction following","Coding/code-generation assistance and function-calling style workflows (per model claims in README)","Multimodal generation/inference where supported by the specific model variant (e.g., GLM-4V-9B)"],"not_for":["Drop-in replacement for a hosted LLM API with a simple REST endpoint (not evidenced by provided content)","Security- or compliance-critical production deployments without performing your own threat modeling and model governance work","Environments that require well-documented, versioned API error codes, retry guidance, and idempotent request semantics for a network service (not evidenced)"],"best_when":"You want to run an open-weight GLM model locally or download weights for experimentation and you can manage model/runtime dependencies yourself.","avoid_when":"You need a turnkey, well-documented service API (REST/GraphQL/gRPC/MCP) with standardized auth, rate limits, and error semantics.","alternatives":["OpenAI GPT models (hosted API)","Google Gemini models (hosted API)","Anthropic Claude models (hosted API)","DeepSeek open/hosted model offerings","Other open-weight LLMs such as Llama-family models"],"af_score":24.5,"security_score":16.0,"reliability_score":16.2,"package_type":"skill","discovery_source":["openclaw"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-29T15:01:33.460478+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":["python"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"The provided README content references online experiences (e.g., chat.z.ai) but does not specify an API auth mechanism or scopes. No evidence of an auth scheme for the software package interface itself."},"pricing":{"model":"GLM-4.0414 model family (open weights; hosted expe","free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"README states models can be experienced for free at Z.ai, but the provided content does not include pricing details, limits, or whether credit cards are required for access."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":24.5,"security_score":16.0,"reliability_score":16.2,"mcp_server_quality":0.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":100.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":0.0,"scope_granularity":0.0,"dependency_hygiene":40.0,"secret_handling":50.0,"security_notes":"Security properties cannot be verified from the provided README/manifest snippet. The README includes links to external services (Discord/X/Z.ai/bigmodel.cn) but does not describe transport/auth details for any API. The manifest snippet is only a Ruff/format configuration and provides no dependency/CVE information.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":30.0,"error_recovery":0.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No evidenced MCP/REST contract; an agent cannot reliably call a standardized endpoint from the provided content.","Model behavior/constraints (e.g., context extrapolation with YaRN) are mentioned at a high level but not provided as machine-checked API semantics.","Any hosted interaction (Z.ai) is not described with programmatic request/response details, auth, or rate limit headers in the provided content."]}}