Released 8 days after GLM-5.3 · All Z.ai releases
GLM-5.3-Flash is the first natively multimodal model in Z.ai's GLM-5 series, released on August 26, 2026 with 320 billion total parameters and 18 billion active per token. It accepts images alongside text, supports a 1,048,576-token context window, and offers the same low, high, and max reasoning_effort levels as GLM-5.3, defaulting to max. Pre-training ran on a 30-trillion-token multimodal corpus. The architecture pairs linear-attention layers with sparse attention layers and adds Manifold-Constrained Hyper-Connections for scaling efficiency, a combination Z.ai says keeps long-context behavior precise while needing roughly three times less attention compute and a 4.4 times smaller KV cache than GLM-5.3. On Z.ai's numbers it scores 84.3 on Terminal-Bench 2.1, 63.4 on DeepSWE v1.1 against 46.2 for GLM-5.2, 70.75 on ParseBench, and 55.3 on Humanity's Last Exam with tools, which the company summarizes as ahead of GLM-5.2 across the board and close behind Claude Opus 4.8 on coding and agent benchmarks. Z.ai publishes the weights on Hugging Face under the MIT license. It fits agentic coding, GUI and office-document understanding, and long-horizon tool-use workloads where a small active-parameter count matters more than peak reasoning depth.
Call GLM-5.3-Flash on Opper with the OpenAI SDK. Sign up without a credit card. Get started
GLM-5.3-Flash runs on 21 different routes through the Opper gateway. Compare residency, zero data retention and training posture at a glance, with full data-handling detail per route below. In the EU it is served by Berget (Sweden), Greenference (EU multi-region), GreenPT and 4 more. See every GLM model hosted in the EU.
| Provider | Region | Zero data retention | Training | Input | Output | Cache read |
|---|---|---|---|---|---|---|
| US | No | $0.15 | $0.50 | $0.03 | ||
| EU | No | $0.28 | $0.56 | Input price | ||
| Multi | No | $0.15 | $0.50 | $0.03 | ||
| US | No | $0.15 | $0.50 | $0.03 | ||
| US | No | $0.15 | $0.50 | $0.03 | ||
| Multi | No | $0.15 | $0.50 | $0.03 | ||
| EU | No | $0.04 | $0.16 | $0.01 | ||
| EU | No | $0.12 | $0.50 | $0.02 | ||
| EU | No | $0.16 | $0.45 | $0.07 | ||
| EU | No | $0.11 | $0.45 | $0.02 | ||
| Multi | No (opt-in) | $0.45 | $1.50 | $0.09 | ||
| US | No | $0.14 | $0.36 | $0.04 | ||
| Multi | No | $0.15 | $0.50 | Input price | ||
| Multi | No | $0.17 | $0.55 | $0.03 | ||
| US | No | $0.15 | $0.50 | $0.03 | ||
| Multi | — | $0.15 | $0.50 | $0.03 | ||
| EU | No | $0.20 | $0.60 | $0.07 | ||
| Multi | No | $0.15 | $0.50 | $0.03 | ||
| EU | No | $0.20 | $0.50 | $0.05 | ||
| US | No | $0.10 | $0.35 | $0.02 | ||
| Multi | No | $0.15 | $0.50 | $0.03 |
Live routes and prices as JSON: api.opper.ai/v3/models?q=glm-5.3-flash
GLM-5.3-Flash runs on 6 independently monitored routes through the Opper gateway. A direct integration leaves you on one of them, the gateway serves whichever is healthy.
Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. 15 further routes for this model are not on the board yet and are not counted above. See uptime for every provider Opper monitors.
Each route hosting GLM-5.3-Flash has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.
Zero data retention with abuse monitoring: prompts and outputs are kept for abuse monitoring only, for a window the provider does not state, and are not used for training. No training on customer data. US; SCCs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EU; DPA available.
Zero data retention with abuse monitoring: prompts and outputs are kept for up to 180 days for abuse monitoring only, and are not used for training. No training on customer data. GLOBAL; SCCs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; unknown; DPA available.
Zero data retention with abuse monitoring: nothing is logged or used for training; content flagged by abuse monitoring is held for review. No training on customer data. US; dpf sccs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. GLOBAL; SCCs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EU; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EU; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EU; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EU; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training by default; opt-in possible. GLOBAL; SCCs; DPA available.
Zero data retention with abuse monitoring: prompts and outputs are kept for up to 30 days for abuse monitoring only, and are not used for training. No training on customer data. US; SCCs; DPA available.
Content is retained: provider logging. No training on customer data. GLOBAL; SCCs; DPA available.
Zero data retention: nothing is logged or used for training. No training on customer data. GLOBAL; SCCs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; SCCs; DPA available.
Content is retained: provider logging. Training posture pending review. GLOBAL; unknown.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EEA; SCCs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. GLOBAL; SCCs; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. EU; DPA available.
Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; SCCs; DPA available.
Zero data retention with abuse monitoring: nothing is logged or used for training; content flagged by abuse monitoring is held for review. No training on customer data. GLOBAL; unknown; DPA available.
Independent benchmark scores — composite indices for reasoning, coding, and math, plus individual eval scores where available.
Call GLM-5.3-Flash through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.
GLM-5.3-Flash is a premium model on Opper. Sign up needs no credit card: you get an API key straight away and the free models work in the playground and the API. Add a card to use premium models, pay-as-you-go with no minimum.
Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.
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: "glm-5.3-flash",messages: [{ role: "user", content: "Hello" }],});console.log(completion.choices[0].message.content);
Pick your tool to see how to run it on GLM-5.3-Flash through Opper.
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