Output tokens cost $1.50 per million on Gemini 3.1 Flash Lite and $3.94 per million on GLM 5.2. Input tokens cost $0.25 per million on Gemini 3.1 Flash Lite and $1.13 per million on GLM 5.2. Cached input tokens are billed at $0.25 per million on Gemini 3.1 Flash Lite and $0.28 per million on GLM 5.2. Context lengths are 1,000,000 tokens on Gemini 3.1 Flash Lite and 1,000,000 tokens on GLM 5.2. Time to first token (TTFT) measured on AIHubMix is 0.6s on Gemini 3.1 Flash Lite and 1.1s on GLM 5.2. Measured output throughput is 87.4 tok/s on Gemini 3.1 Flash Lite and 37.9 tok/s on GLM 5.2. On the LMArena coding leaderboard Gemini 3.1 Flash Lite scores 1457 and GLM 5.2 scores 1505.
Gemini 3.1 Flash Lite
GLM 5.2gemini-3.1-flash-lite is currently Google's latest and most cost-effective model, optimized for large-scale agent-based tasks, translation, and simple data processing.
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.
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.
Gemini 3.1 Flash Lite: $1.50/M output tokens; GLM 5.2: $3.94/M. Use the cost calculator above to estimate your own workload.
GLM 5.2: 1505; Gemini 3.1 Flash Lite: 1457 (LMArena coding leaderboard).
Gemini 3.1 Flash Lite: 0.6s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.
Gemini 3.1 Flash Lite accepts 1,000,000 and GLM 5.2 accepts 1,000,000 input tokens. Maximum output per request is 64,000 tokens on Gemini 3.1 Flash Lite and 128,000 tokens on GLM 5.2.
Gemini 3.1 Flash Lite at 87.4 tok/s and GLM 5.2 at 37.9 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.
Gemini 3.1 Flash Lite accepts text, image, audio and video input and supports thinking, tool calling, function calling, structured outputs, web search, deep search and long context; GLM 5.2 accepts text input and supports thinking, tool calling, function calling and structured outputs.
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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