How much do Hy4 preview cost per month?

For an example workload of 20 million input tokens and 5 million output tokens per month: Hy4 preview: $29. These are token-only estimates using the displayed rates, without caching discounts, additional tool charges or taxes. Actual bills depend on usage and endpoint pricing.

Which has a larger context window: Hy4 preview?

Hy4 preview: 1M tokens of context; maximum output 64K tokens. Context capacity and maximum output are separate limits. A larger context window allows more material in a request but does not guarantee more accurate answers.

Which is better for coding: Hy4 preview?

Hy4 preview: Artificial Analysis SciCode not listed. Compare coding results within the same evaluation, then test representative tasks from your own codebase. A missing score is not a zero, and a single benchmark does not establish the best model for every programming task.

How do Arena Elo, DesignArena, Intelligence Index and MMLU-Pro differ?

These evaluations measure different tasks and use different scales. Arena Elo and DesignArena ratings must remain separate, as must Artificial Analysis Intelligence Index and MMLU-Pro. Compare models within the same evaluation rather than combining scores. Missing results are marked Not listed, not treated as measured zeroes.

Which responds faster: Hy4 preview?

Hy4 preview: Artificial Analysis output speed not listed; time to first token not listed. Output speed measures generation throughput, while time to first token measures the initial wait. Real-world latency also depends on the API provider, request size and load; missing measurements cannot establish a speed winner.

Do Hy4 preview support images, audio or video?

Hy4 preview: listed input formats: text; output formats: text. Input and output support are different capabilities: accepting an image does not mean a model generates images. Confirm formats and file limits for the endpoint you plan to use.

Do Hy4 preview support tool calling and structured outputs?

Hy4 preview: listed features: Function calling, Structured outputs, JSON mode, Reasoning, Deterministic seed, Prompt caching. Only recorded capabilities are shown; an unlisted feature is not proof that it is unsupported. Availability can vary by API provider, so confirm tool calling and JSON schema support for your chosen endpoint.

Can prompt caching reduce the cost of Hy4 preview?

Hy4 preview: cached input price $0.04 per million tokens. Caching may reduce charges for eligible repeated input when supported by the endpoint. A listed cached rate does not guarantee every request qualifies; cache duration, minimum token counts and any write charges depend on the provider.

Are Hy4 preview available through an API?

Hy4 preview: catalog status active; API identifier hy4-preview; listed API hosts not listed. Catalog status is not a live availability check. Before integrating, verify the provider's documentation, endpoint access, rate limits, regional availability and data-handling terms.

Models, measured side by side

Hy4 preview compared to other AI models

Compare Hy4 preview by token pricing, context length, benchmark results, speed and tool support.

Leading intelligence

Best for coding

Most affordable

Vision models

Comparison FAQ

Hy4 preview: $0.83 input and $2.50 output per million tokens. The cheaper choice depends on your input-to-output ratio; a model can have a lower input rate but a higher output rate.

Popular model comparisons

Claude Sonnet 4 vs GPT-4.1 DeepSeek V3 vs Gemini 2.5 Flash DeepSeek V3 vs GPT-4o mini DeepSeek R1 vs Gemini 2.5 Pro Mistral Large vs GPT-4o Gemini 2.5 Pro vs Claude Sonnet 4 Gemini 2.5 Pro vs GPT-4.1 Gemini 2.5 Flash vs GPT-4o mini