GLM-5.3

Z.ai (Zhipu AI)open-sourceOpen Source

Z.ai's 18 Aug 2026 flagship, held back from the 17 Aug catalogue review because the weights had been announced on 14 Aug but not yet published. They are now on Hugging Face: a 753B-parameter MoE with 40B active per token, under Z.ai's own GLM-5.3 License rather than a standard open licence — commercial use is permitted subject to restrictions, so read the terms before redistributing. Artificial Analysis rates it 45 on the v4.3 Intelligence Index, the highest of any comparable open-weight model, against a class median of 18. The catch is price: at $1.40/$4.40 it is, in Artificial Analysis's own words, 'particularly expensive when comparing to other open weight models of similar size' — and its own stablemate GLM-5.3-Flash scores 42 for a tenth of the input cost. Speed is unremarkable at 67.0 tokens/second, slightly below the 69.3 class median, with a 3.11s time to first token. 1M context, text in and text out only — no vision, unlike the Flash variant. Served by 22 API providers, the widest availability of any open-weight model here.

Context Window

1M

tokens

Max Output

66K

tokens

Input Price

$1.4

per 1M tokens

Output Price

$4.4

per 1M tokens

Speed

67

tokens/sec

Released

Aug 2026

2026-08-18

Blended Cost

$2.90

per 1M tokens

Value Score

33.1

quality per $

Capabilities

ChatFunction CallingCode GenerationReasoning

Benchmarks

Quality Index
96

Price vs Quality

6080100$1.00$10.00$100.00Blended cost per 1M tokens (log scale) →GPT-4o — $6.25/1M, quality 85GPT-4o Mini — $0.375/1M, quality 72o3 Mini — $2.75/1M, quality 88o3 — $5.00/1M, quality 94GPT-4.1 — $5.00/1M, quality 89Claude Opus 4 — $45.00/1M, quality 91Claude Sonnet 4 — $9.00/1M, quality 88Claude 3.5 Haiku — $2.40/1M, quality 75Gemini 2.5 Pro — $5.63/1M, quality 92Gemini 2.0 Flash — $0.250/1M, quality 74Llama 4 Maverick — $0.400/1M, quality 80Llama 4 Scout — $0.275/1M, quality 71Mistral Large 2 — $4.00/1M, quality 79Codestral — $0.600/1M, quality 76DeepSeek V3 — $0.685/1M, quality 86DeepSeek R1 — $1.37/1M, quality 91Grok 3 — $9.00/1M, quality 87Grok 3 Mini — $0.400/1M, quality 78Command R+ — $6.25/1M, quality 68Amazon Nova Pro — $2.00/1M, quality 70Qwen 2.5 72B — $0.600/1M, quality 80Qwen 2.5 Coder 32B — $0.300/1M, quality 74Sonar Pro — $9.00/1M, quality 78GPT-5.5 — $17.50/1M, quality 97GPT-5.5 Pro — $105.00/1M, quality 96Claude Opus 4.7 — $15.00/1M, quality 96Gemini 3.1 Pro — $7.00/1M, quality 96DeepSeek V4 Pro — $1.32/1M, quality 89DeepSeek V4 Flash — $0.210/1M, quality 84Qwen 3.6 Plus — $3.50/1M, quality 86Grok 4.3 — $1.88/1M, quality 93Kimi K2.6 — $2.11/1M, quality 92Kimi K3 — $9.00/1M, quality 97Claude Sonnet 4.6 — $9.00/1M, quality 90GLM-5.1 — $2.03/1M, quality 88Claude Opus 4.8 — $15.00/1M, quality 98Qwen 3.7 Max — $5.00/1M, quality 94Claude Fable 5 — $30.00/1M, quality 99MiniMax M3 — $1.50/1M, quality 89GPT-5.6 Sol — $17.50/1M, quality 98GPT-5.6 Terra — $7.00/1M, quality 93GPT-5.6 Luna — $0.700/1M, quality 83Gemini 3.6 Flash — $2.25/1M, quality 90Gemini 3.5 Flash-Lite — $1.40/1M, quality 79Claude Sonnet 5 — $9.00/1M, quality 93GLM-5.2 — $2.90/1M, quality 91Claude Opus 5 — $15.00/1M, quality 99Claude Mythos 5 — $30.00/1M, quality 99Grok 4.5 — $4.00/1M, quality 94Qwen3.8 Max — $4.00/1M, quality 96GPT-6 Astra — $30.00/1M, quality 99Claude Fable 5.1 — $30.00/1M, quality 99DeepSeek V4.1 Flash — $0.750/1M, quality 92GLM-5.3 Flash — $0.325/1M, quality 93Muse Spark 1.3 — $2.75/1M, quality 97Grok 4.6 — $4.00/1M, quality 95Gemini 3.8 Flash — $2.25/1M, quality 93Claude Opus 5.5 — $12.00/1M, quality 100Claude Sonnet 5.5 — $6.00/1M, quality 99GPT-6.1 Sol — $6.00/1M, quality 98GPT-6 Sol — $6.00/1M, quality 97GPT-6 Luna — $0.300/1M, quality 89GLM-5.3 — $2.90/1M, quality 96GLM-5.3
Cheaper is left, more capable is up. 1 of 62 priced models are both cheaper and score at least as high. Self-host models are left off the price axis — their cost depends on the hardware you run them on, not on tokens.

Context Window in Context

  • ▸ GLM-5.31M
  • GPT-4.11M
  • Gemini 2.5 Pro1M
  • Gemini 2.0 Flash1M
  • Llama 4 Maverick1M
  • GPT-5.51M
  • GPT-5.5 Pro1M
  • Claude Opus 4.71M
Bar length is logarithmic — each full step is 10× the tokens. Shown against the models with the nearest context windows, not the directory extremes.

Open Source: Licensed under GLM-5.3 License

ليس على بوابتنا بعد

GLM-5.3 نموذج مفتوح الأوزان، لذا يمكنك تشغيله بنفسك. تحوّل Swfte Connect نشرك إلى نقطة نهاية مُدارة تتحدث الواجهة نفسها التي تستخدمها بقية نماذج هذا الدليل.

الطلب
curl https://api.swfte.com/agents/v2/gateway/chat/completions \
  -H "Authorization: Bearer $SWFTE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "zhipu:glm-5.3",
    "messages": [{"role": "user", "content": "Hello"}]
  }'
انشر هذا النموذج عبر Swfte Connect

About GLM-5.3

GLM-5.3 is a open-source AI model by Z.ai (Zhipu AI), released on August 18, 2026. It supports a context window of 1000K tokens and can generate up to 66K output tokens.

At $1.4 per million input tokens and $4.4 per million output tokens, its blended cost of $2.90/1M tokens puts it in the mid-range pricing tier. Its value score of 33.1 reflects the balance of quality and cost.

GLM-5.3 is available as an open-source model under the GLM-5.3 License license, meaning you can self-host it for predictable costs or use it through API providers like Swfte Connect.

Using GLM-5.3 with Swfte

Access GLM-5.3 through Swfte Connect, our unified LLM gateway. Connect gives you a single API for 50+ models, with automatic routing, cost optimization, and fallback handling. You can also try GLM-5.3 in our AI Playground before integrating.

Deploy a model with Swfte Connect

One gateway, every provider, per-token cost visibility. Swap models without touching your code.