GLM 4.6

by Z.ai

Released 50 days after GLM 4.5V · Announcement · All Z.ai releases

GLM 4.6 is Zhipu's iterative advance over GLM-4.5, with 357 billion total parameters (32 billion active) in a Mixture-of-Experts configuration tuned for extended reasoning and agent workflows. Its 200K context window, with up to 128K output, supports long documents, multi-turn technical conversations, and complex tool-driven agentic systems. Released September 2025, GLM 4.6 improves coding performance, function calling, and search-based agent integration over GLM-4.5, making it well suited to retrieval-augmented generation, support automation, and information synthesis. It keeps the bilingual training and hybrid reasoning design of the earlier release, balancing depth and speed. Available as open weights under an MIT license, GLM 4.6 targets developers building production agents that need deeper context for sophisticated multi-step reasoning, tool coordination, and long-horizon planning, including code review automation, document-heavy question answering, and multi-document reasoning.

Call GLM 4.6 on Opper with the OpenAI SDK. Sign up without a credit card. Get started

Key info

Input
Output
Features
Context window
203K
Max output
203K
Input price
$0.50 /1M$0.10 cache read
Output price
$2.00 /1M
Released
Web search
  • US residency available
  • Zero data retention on pay-as-you-go
  • No training by default
  • GDPR DPA available

Available routes

GLM 4.6 runs on 2 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. One route also sells flex processing: the same model at another price, picked per request with service_tier. How service tiers work.

ProviderRegionZero data retentionTrainingInputOutputCache read
USNo$0.50$2.00$0.10
USNo$0.55$2.20$0.11Not offered on this route

Live routes and prices as JSON: api.opper.ai/v3/models?q=glm-4.6

Uptime and availability

GLM 4.6 runs on 2 independently monitored routes through the Opper gateway. A direct integration leaves you on one of them, the gateway serves whichever is healthy.

100%effective uptime, last 30 days
Averaged across these routes on their own, a single provider reached 99.93% over the same window.
Daily status through the gateway, which serves each request from whichever route is healthy.
2 monitored providers serve GLM 4.6.

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 4.6 has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

DeepInfra — United States🇺🇸

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
Yes. Nothing is logged, held for abuse monitoring or used for training.
Training
No training on customer data.
Logging
None
Abuse monitoring
No classifier
GDPR DPA
DPA available
Transfer mechanism
SCCs

Novita — United States🇺🇸

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
Yes. Nothing is logged, held for abuse monitoring or used for training.
Training
No training on customer data.
Logging
None
Abuse monitoring
On by default, keeps nothing
GDPR DPA
DPA available
Transfer mechanism
SCCs

Best for

Where GLM 4.6 ranks among the models on Opper with a score for each use case.

Benchmarks

Independent benchmark scores: the Intelligence Index and the individual evaluations behind it, grouped by skill.

Global rank#162 of 505 LLMs
TierEfficient
Output speed36 tok/s
Intelligence Index (previous version)18.5
Coding
LiveCodeBench
70%
Agentic & knowledge work
GDPval
13%
Terminal-Bench Hard
29%
τ²-Bench Telecom
77%
Science & reasoning
Humanity's Last Exam
14%
GPQA Diamond
78%
Long-context reasoning
54%
Knowledge
MMLU-Pro
83%
Math & instruction following
AIME 2025
86%
IFBench
43%

Get started

Call GLM 4.6 through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.

GLM 4.6 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.

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: "glm-4.6",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

Use GLM 4.6 in your apps

Pick your tool, then choose GLM 4.6 to see how to run it through Opper.

Use GLM 4.6 with tools

The tools GLM 4.6 can use through Opper. Pick one to see how to set it up.

Compare GLM 4.6 with…

Side-by-side on privacy, EU hosting, pricing, and benchmarks.

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