Grok 4.5 was trained on datasets spanning knowledge in coding, science, engineering, and math. With both intelligent and efficient reasoning, Grok 4.5 excels at real engineering tasks and exceeds comparable leading models at these tasks.
Grok 4.5 vs Hy3 Preview
Output tokens cost $6.00 per million on Grok 4.5 and $0.57 per million on Hy3 Preview. Input tokens cost $2.00 per million on Grok 4.5 and $0.17 per million on Hy3 Preview. Cached input tokens are billed at $0.50 per million on Grok 4.5 and $0.05 per million on Hy3 Preview. Context lengths are 500,000 tokens on Grok 4.5 and 256,000 tokens on Hy3 Preview. Time to first token (TTFT) measured on AIHubMix is 1.7s on Grok 4.5 and 2.1s on Hy3 Preview. Measured output throughput is 25.3 tok/s on Grok 4.5 and 40.2 tok/s on Hy3 Preview. On the LMArena coding leaderboard Grok 4.5 scores 1523 and Hy3 Preview scores 1504.
Hunyuan Hy3 preview is designed for agent workloads, adopting a MoE architecture with 295B capacity and 21B activated parameters. It provides three modes within the same model—no_think (ultra-fast response), think_low (fast thinking), and think_high (deep reasoning)—to accommodate different latency and depth requirements from high-frequency interactions to complex engineering tasks. On code benchmarks such as SWE-bench Verified it approaches the current state of the art, and its 256K context supports cross-file code refactoring and long-document analysis. It is suitable for developers who require reliable task completion while being sensitive to inference costs.
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: Grok 4.5, Hy3 Preview?
Hy3 Preview: $0.57/M output tokens; Grok 4.5: $6.00/M. Use the cost calculator above to estimate your own workload.
How do their coding arena scores compare?
Grok 4.5: 1523; Hy3 Preview: 1504 (LMArena coding leaderboard).
Which responds faster?
Grok 4.5: 1.7s 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?
Grok 4.5 accepts 500,000 and Hy3 Preview accepts 256,000 input tokens. Maximum output per request is 500,000 tokens on Grok 4.5 and 128,000 tokens on Hy3 Preview.
Which one generates tokens faster?
Hy3 Preview at 40.2 tok/s and Grok 4.5 at 25.3 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.
What inputs and capabilities does each model support?
Grok 4.5 accepts text and image input and supports thinking, tool calling, function calling, structured outputs and long context; Hy3 Preview accepts text input and supports tool calling, function calling, structured outputs, web search, long context and thinking.
Can I call Grok 4.5 and Hy3 Preview 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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