GLM-5.2
Z.ai's reasoning model, served through one OpenAI-compatible endpoint with transparent per-token pricing and project-scoped API keys.
- Developed by
- Z.ai
- Model family
- GLM-5.2
- Size
- —
- Architecture
- Transformer
- Context window
- 1M tokens
- Max output
- 944K tokens
- License
- Provider license
GLM-5.2 is a reasoning model from Z.ai, available through the Inference.net serverless API. Use the same OpenAI-compatible request shape across the catalog and switch models by changing a single identifier.
The API supports streaming responses and project-scoped credentials. Usage, token volume, and spend appear in the dashboard automatically, so the model can move from evaluation to production without a second integration path.
import OpenAI from 'openai'
const client = new OpenAI({
baseURL: 'https://api.inference.net/v1',
apiKey: process.env.INFERENCE_API_KEY,
})
const completion = await client.chat.completions.create({
model: 'glm-5.2',
messages: [{ role: 'user', content: 'Hello' }],
})- Keep the prompt prefix byte-identical across calls: same text, same order.
- Pass a stable prompt_cache_key string. It is a routing-affinity hint; it does not create or identify cached content.
- Check usage.prompt_tokens_details.cached_tokens in the response to confirm cache reads.
{
"prompt_cache_key": "v1-stable-prefix",
"messages": [{ "role": "user", "content": "..." }]
}Claude Code
Native Anthropic /v1/messages. Six model slots for every Claude Code workload.
fast claude onCodex
OpenAI-compatible Responses API with a reversible Codex configuration.
fast codex onGrok
Chat completions with a catalog-backed section for each supported alias.
fast grok onOpenCode
Chat completions with Inference.net models registered as an OpenCode provider.
fast opencode onPi
Chat completions with model and provider settings written for Pi Agent.
fast pi onHermes
Hermes provider configuration is documented while its CLI adapter is in preview.
CLI adapter in previewOpenClaw
OpenClaw provider routing is documented while its CLI adapter is in preview.
CLI adapter in previewFx
Fx gateway configuration is documented while its CLI adapter is in preview.
CLI adapter in previewCursor
Cursor base URL routing is documented while its CLI adapter is in preview.
CLI adapter in previewStart building with GLM-5.2 today
Serverless, OpenAI-compatible, and billed per token. No commitments.