Tencent: Hy3 vs Z.ai: GLM 5.2 (batch)
Based on weekly OpenRouter usage tracked by AI Tier List, Tencent: Hy3 ranks #2 overall — ahead of Z.ai: GLM 5.2 (batch) at #6. Tencent: Hy3 is cheaper on input tokens at $0.13/1M vs $0.70/1M for Z.ai: GLM 5.2 (batch). Z.ai: GLM 5.2 (batch) offers the larger context window at 512K tokens.
Tencent: Hy3 vs Z.ai: GLM 5.2 (batch): which should you use?
Choose Tencent: Hy3 if…
- It sees more real traffic — #2 overall on OpenRouter's weekly ranking, against #6 for Z.ai: GLM 5.2 (batch).
- Cheaper to read — $0.13 vs $0.70 per 1M input tokens, which is what dominates long-prompt and RAG workloads.
- Cheaper to write — $0.53 vs $2.20 per 1M output tokens, the line item that decides generation-heavy costs.
- It is the newer model — released Jul 2026 against Jun 2026.
Choose Z.ai: GLM 5.2 (batch) if…
- Bigger context window — 512K vs 262K tokens.
Spec Comparison
| Spec | Tencent: Hy3 | Z.ai: GLM 5.2 (batch) |
|---|---|---|
| Author | tencent | z-ai |
| Input price (per 1M tokens) | $0.13 | $0.70 |
| Output price (per 1M tokens) | $0.53 | $2.20 |
| Context window | 262K | 512K |
| Input modalities | text | text |
| Output modalities | text | text |
| AA Intelligence | — | — |
| AA Coding | — | — |
| AA Agentic | — | — |
| Released | Jul 2026 | Jun 2026 |
What Tencent: Hy3 and Z.ai: GLM 5.2 (batch) actually cost to run
On a read-heavy job — 1M tokens in, 100K out — Tencent: Hy3 costs $0.18 and Z.ai: GLM 5.2 (batch) costs $0.92.
Flip the shape — 100K in, 1M out — and it becomes $0.54 for Tencent: Hy3 versus $2.27 for Z.ai: GLM 5.2 (batch).
Both figures are the published per-token rates multiplied out; caching and batch discounts are not included.
Usage Rank by Task
| Task | Tencent: Hy3 | Z.ai: GLM 5.2 (batch) |
|---|---|---|
| Overall | #2 | #6 |
| Memory Extraction | #3 | #7 |
| Multi-step Planning | #3 | #5 |
| Tool Dispatch | #3 | #5 |
| Web Search | #3 | #6 |
| Agent Workflows | #1 | #4 |
| Classification & Tagging | #10 | — |
| Debugging | #9 | #2 |
| DevOps Config | #7 | #3 |
| File Read/Write | #2 | #5 |
| Frontend UI | #6 | #3 |
| Code Implementation | #4 | #2 |
| Repo Analysis | #2 | #7 |
| Code Review & Security | #8 | #1 |
| Shell Execution | #4 | #5 |
About Tencent: Hy3 and Z.ai: GLM 5.2 (batch)
Tencent: Hy3
Built by tencent · released Jul 2026 · 262K-token context
Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configurable reasoning effort:...
Z.ai: GLM 5.2 (batch)
Built by z-ai · released Jun 2026 · 512K-token context
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
Related comparisons
- Tencent: Hy3 vs DeepSeek: DeepSeek V4 Flash 0731
- Tencent: Hy3 vs OpenAI: GPT-5.6 Luna (batch)
- Tencent: Hy3 vs DeepSeek: DeepSeek V4 Flash 0423
- Z.ai: GLM 5.2 (batch) vs DeepSeek: DeepSeek V4 Flash 0731
- Z.ai: GLM 5.2 (batch) vs OpenAI: GPT-5.6 Luna (batch)
- Z.ai: GLM 5.2 (batch) vs DeepSeek: DeepSeek V4 Flash 0423
Get notified when Tencent: Hy3 or Z.ai: GLM 5.2 (batch) moves
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FAQ
Which is better, Tencent: Hy3 or Z.ai: GLM 5.2 (batch)?
Based on weekly OpenRouter usage tracked by AI Tier List, Tencent: Hy3 ranks #2 overall — ahead of Z.ai: GLM 5.2 (batch) at #6. Tencent: Hy3 is cheaper on input tokens at $0.13/1M vs $0.70/1M for Z.ai: GLM 5.2 (batch). Z.ai: GLM 5.2 (batch) offers the larger context window at 512K tokens.
Which is cheaper, Tencent: Hy3 or Z.ai: GLM 5.2 (batch)?
Tencent: Hy3 is cheaper at $0.13 per 1M input tokens. Output pricing: Tencent: Hy3 $0.53, Z.ai: GLM 5.2 (batch) $2.20.
Which is better for coding, Tencent: Hy3 or Z.ai: GLM 5.2 (batch)?
Z.ai: GLM 5.2 (batch). Best coding-task usage rank this week: Tencent: Hy3 #2, Z.ai: GLM 5.2 (batch) #1.
Is Tencent: Hy3 still ahead of Z.ai: GLM 5.2 (batch) right now?
Yes. For the week of 2026-08-10, Tencent: Hy3 ranks #2 overall on OpenRouter usage against #6 for Z.ai: GLM 5.2 (batch). Ranks refresh weekly, and the verdict on this page flips if they cross.
Usage ranks are weekly data aggregated by OpenRouter. Prices are USD per 1M tokens.