GLM-5.2 Fast

by Z.ai

GLM-5.2 Fast runs Z.ai's GLM-5.2 on a throughput-optimized path that delivers two to three times standard generation speed at the same quality bar. The underlying model, released in June 2026 under an MIT license, is a 744B-parameter mixture-of-experts design that debuted as the top-ranked open-weight model on the Artificial Analysis Intelligence Index. Agentic coding and terminal work are where it shines, with strong showings on SWE-bench Pro and Terminal-Bench, and its context window stretches past one million tokens with output up to 131K. The Fast tier keeps those strengths while cutting time to completion, a good match for interactive coding agents, large-codebase analysis, and reasoning-heavy pipelines where latency matters.

Key info

Input
Output
Features
Context window
1M
Max output
131K
Input price
$2.10 /1M
Output price
$6.60 /1M
  • Zero data retention on pay-as-you-go
  • No training by default
  • GDPR DPA available

Available routes

GLM-5.2 Fast runs on 1 route through the Opper gateway. Compare residency, ZDR, and training posture at a glance — full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
MultiZero data retentionNo$2.10$6.60

Uptime and availability

GLM-5.2 Fast runs on a single route through the Opper gateway today, so its availability is that provider's availability.

100%route uptime, last 30 days
Single route, no failover target within this model.

Name a second model in the same request and the gateway tries it on retriable errors, so a busy hour never has to reach your users. Set up a fallback chain.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting GLM-5.2 Fast has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Fireworks Multi-region

Zero data retention is on by default on Pay-as-you-go — no action required. No training on customer data. GLOBAL; SCCs; DPA available.

Zero data retention
On by default on Pay-as-you-go. Derived from the logging and moderation facts.
Training
No training on customer data.
Logging
None
Moderation
Not established
Caching
Not established
Subprocessor access
Subprocessors may read content
GDPR DPA
DPA available
Transfer mechanism
SCCs

Get started

Call GLM-5.2 Fast through the Opper gateway with one API key. Let your coding agent set it up, or call it directly — Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "fireworks/glm-5p2-fast",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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