GLM-5.2 vs GPT-5.4
Cost and capability comparison. For a sample workload of 1,000 input and 500 output tokens across 100,000 requests/month, GLM-5.2 is cheaper by about $640.00/month.
| GLM-5.2 | GPT-5.4 | |
|---|---|---|
| Provider | zhipu | openai |
| Input / 1M | $1.40 | $2.50 |
| Output / 1M | $4.40 | $15.00 |
| Per request (sample) | $0.00360 | $0.0100 |
| Monthly (sample) | $360.00 | $1,000.00 |
| Context window | 1,000,000 | 1,050,000 |
| Vision | No | Yes |
| Reasoning | Yes | Yes |
| Arena · Overall | 1463 | 1461 |
| Arena · Coding | 1587 | 1390 |
| Arena · Math & reasoning | — | 1440 |
| Arena · Agentic / tool use | — | 1430 |
Intelligence scores are community Arena ratings from LMArena / arena.ai, used under CC BY 4.0. Snapshot last refreshed 28 July 2026. Scores are a relative signal, not an absolute measure of capability. A Measured score was voted on directly; an Estimated score is inherited from an identical base model (a regional/creator-prefixed hosting duplicate). See our methodology.
Compare on your own workload
GLM-5.2 and GPT-5.4 are pre-loaded. Adjust the tokens and monthly volume to see which is cheaper for your usage.
Used unless you set active users below.
Results update automatically as you type.
| GLM-5.2 | Z.ai (Zhipu AI) | $0.00360 | $360.00 | $4,320.00 | 1,000,000 |
| GPT-5.4 | OpenAI | $0.0100 | $1,000.00 | $12,000.00 | 1,050,000 |
FAQ
Which is cheaper, GLM-5.2 or GPT-5.4?
For a workload of 1,000 input and 500 output tokens over 100,000 requests/month, GLM-5.2 is cheaper, costing about $360.00/month versus $1,000.00/month.
What is the context window of GLM-5.2 and GPT-5.4?
GLM-5.2 supports 1,000,000 tokens, while GPT-5.4 supports 1,050,000 tokens.
Estimates for planning only. Verify current pricing with each provider.