GLM-5 is an advanced, open-source large language model designed for developers tackling the toughest challenges. It excels at long-context reasoning, multi-step tool orchestration, and complex systems engineering, making it the ideal choice for powering sophisticated agents and applications that require high-level cognitive tasks.
glm-5 vs glm-5.2
Output tokens cost $2.82 per million on glm-5 and $2.76 per million on glm-5.2. Input tokens cost $0.88 per million on glm-5 and $0.79 per million on glm-5.2. Cached input tokens are billed at $0.18 per million on glm-5 and $0.20 per million on glm-5.2. Discounted rates are shown where a promotion is active. Context lengths are 202,752 tokens on glm-5 and 1,000,000 tokens on glm-5.2. Time to first token (TTFT) measured on AIHubMix is 1.3s on glm-5 and 1.1s on glm-5.2. Measured output throughput is 39.4 tok/s on glm-5 and 49.3 tok/s on glm-5.2. On the LMArena coding leaderboard glm-5 scores 1498 and glm-5.2 scores 1506.
GLM-5.2 is Z.ai’s flagship model for the era of long-horizon tasks. With a truly usable 1M-token context window, it can handle project-level engineering context, execute long-running tasks more reliably, follow engineering standards more consistently, and complete the full development workflow from requirements to multi-platform deployment in a single task.
Pricing & Specifications
Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.
Promotional prices show the discounted rate; see each model page for promotion windows.
Activity Past 30 Days
Daily traffic served through AIHubMix — how demand for each model is trending.
Tokens / day
Requests / day
Performance Past 3 Days
Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.
Throughput (tok/s)
TTFT (s)
Uptime (%)
LMArena Benchmarks
LMArena ratings by capability (Bradley-Terry, commonly called Elo). Higher is better.
Source: LMArena (arena.ai) leaderboard, imported by AIHubMix. Models without published ratings are omitted per chart.
Cost calculator
Estimate your monthly bill for the same workload on each model.
Monthly = daily × 30. Discounted rates applied where a promotion is active.
FAQ
Which is cheaper: glm-5, glm-5.2?
glm-5.2: $2.76/M output tokens; glm-5: $2.82/M. Use the cost calculator above to estimate your own workload.
How do their coding arena scores compare?
glm-5.2: 1506; glm-5: 1498 (LMArena coding leaderboard).
Which responds faster?
glm-5.2: 1.1s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.
How large is each context window?
glm-5 accepts 202,752 and glm-5.2 accepts 1,000,000 input tokens.
Which one generates tokens faster?
glm-5.2 at 49.3 tok/s and glm-5 at 39.4 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.
What inputs and capabilities does each model support?
glm-5 accepts text input and supports thinking, tool calling, function calling and structured outputs; glm-5.2 accepts text input and supports thinking, tool calling, function calling and structured outputs.
Can I call glm-5 and glm-5.2 with the same API key?
Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.
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