Models

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.

GrokGrok 4.5HunyuanHy3 Preview
Grok logo
Grok 4.5
Grok · text, image → text

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.

Input$2.00 /M
Output$6.00 /M
Hunyuan logo
Hy3 Preview
Hunyuan · text → text

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.

Input$0.17 /M
Output$0.57 /M

Pricing & Specifications

Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.

Grok 4.5
Hy3 Preview
Input /M
$2.00
$0.17
Output /M
$6.00
$0.57
Cache read /M
$0.50
$0.05
Context length
500,000
256,000
Max output
500,000
128,000
Time to First Token
1.7 s
2.1 s
Throughput
25.3 tok/s
40.2 tok/s
Modalities
textimage
text
Supported Parameters
thinkingtoolsfunction callingstructured outputslong context
toolsfunction callingstructured outputsweblong contextthinking
API Formats
Released
July 2026
April 23, 2026

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.

grok-4.5hy3-preview

Tokens / day

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Requests / day

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Performance Past 3 Days

Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.

grok-4.5hy3-preview

Throughput (tok/s)

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TTFT (s)

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Uptime (%)

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LMArena Benchmarks

LMArena ratings by capability (Bradley-Terry, commonly called Elo). Higher is better.

Text
grok-4.5hy3-preview
14001440148015201560
Overall
14571470
Coding
15041523
Math
14781483
Hard prompts
14761495
Instruction following
14471466
Multi-turn
14621477
Creative writing
14211449
Longer query
14681485
Chinese
15111526
English
14701475
WebDev Arena
grok-4.5hy3-preview
1440150015601620
Overall
15181556
React
15281559
HTML
14661577
Gaming
15511586
Simulations
15451598
Data analytics
14751522

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.

Hy3 Preview
$18.70 /mo
Grok 4.5
$210 /mo

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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