AI Model Atlas / Z.ai
GLM 5.3 Flash (batch)
One million input tokens cost $0.047 and one million output tokens $0.061. Context window: 1M tokens, about 1,748 A4 pages.
What it costs in practice
Pricing per million tokens doesn't mean anything to anyone, so I convert it to three tasks that people actually give to models. The usage assumptions are listed for each row so you can verify them.
| Task | Input | Output | Cost |
|---|---|---|---|
| 1500-word articlebrief plus finished text in English | 1,500 tokens | 2,200 tokens | $0.0002 |
| 100 chat queries700 tokens per question and 400 per answer | 70,000 tokens | 40,000 tokens | $0.0057 |
| Hour of work with an agentagent reads repository and writes fixes | 250,000 tokens | 30,000 tokens | $0.01 |
Technical details
| Provider | Z.ai |
| Modalities | text + image + video → text |
| Context window | 1M tokens (~1,748 A4 pages) |
| Maximum response | 944k tokens |
| Step-by-step reasoning | yes |
| Tool calling | yes |
| Forced JSON format | yes |
| Knowledge cutoff | not specified |
| Cache read | $0.020 per million |
| Content moderation | no extra filter |
How it compares to the rest
The database contains 469 models. In terms of input pricing GLM 5.3 Flash (batch) is more expensive than 6 percent of paid models. A longer context window is available in 54 models.
Input price history
2026-09-08 · $0.152026-11-11 · $0.047
The chart shows the price of a million input tokens on consecutive measurement days. History starts on the day I launched the atlas and grows with each day. I don't backfill data.
Alternatives at a similar price
Models from other providers whose cost for the same article comes out closest.
| Model | Input / M | Output / M | 1500-word article | Context |
|---|---|---|---|---|
| Ling 3.0 FlashInclusionai | $0.021 | $0.063 | $0.0002 | 262k |
| Llama 3 8B LunarisSao10K | $0.040 | $0.050 | $0.0002 | 8k |
| Mistral Small 3Mistral AI | $0.050 | $0.080 | $0.0003 | 33k |
| Nex-N2.5-MiniNex agi | $0.025 | $0.10 | $0.0003 | 262k |
Compare GLM 5.3 Flash (batch) with another model or go back to the full database 469 models.