Output tokens cost $3.94 per million on GLM 5.2 and $0.21 per million on Qwen3 VL Flash 2026 01-22. Input tokens cost $1.13 per million on GLM 5.2 and $0.02 per million on Qwen3 VL Flash 2026 01-22. Cached input tokens are billed at $0.28 per million on GLM 5.2 and $0.02 per million on Qwen3 VL Flash 2026 01-22. Context lengths are 1,000,000 tokens on GLM 5.2 and 254,000 tokens on Qwen3 VL Flash 2026 01-22. On the LMArena coding leaderboard GLM 5.2 scores 1505 and Qwen3 VL Flash 2026 01-22 scores 1466.
GLM 5.2
Qwen3 VL Flash 2026 01-22GLM-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.
The Qwen3 series of compact visual-understanding models achieves an effective fusion of thinking mode and non-thinking mode, outperforming the open-source Qwen3-VL-30B-A3B with faster response speeds. It comprehensively upgrades image and video understanding, supporting ultra-long contexts such as long videos and long documents, spatial awareness, and universal object recognition; it also possesses visual 2D/3D localization capabilities and is capable of handling complex real-world tasks.
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.
Daily traffic served through AIHubMix — how demand for each model is trending.
Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.
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.
Estimate your monthly bill for the same workload on each model.
Monthly = daily × 30. Discounted rates applied where a promotion is active.
Qwen3 VL Flash 2026 01-22: $0.21/M output tokens; GLM 5.2: $3.94/M. Use the cost calculator above to estimate your own workload.
GLM 5.2: 1505; Qwen3 VL Flash 2026 01-22: 1466 (LMArena coding leaderboard).
GLM 5.2 accepts 1,000,000 and Qwen3 VL Flash 2026 01-22 accepts 254,000 input tokens. Maximum output per request is 128,000 tokens on GLM 5.2 and 32,000 tokens on Qwen3 VL Flash 2026 01-22.
GLM 5.2 accepts text input and supports thinking, tool calling, function calling and structured outputs; Qwen3 VL Flash 2026 01-22 accepts text, image and video input and supports tool calling, function calling and structured outputs.
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