API cost decision in 10 seconds

Hy3 preview vs Claude Opus Latest

Pick Hy3 preview for lower cost; pick Claude Opus Latest only if the larger context window matters more.

Pricing data updated: 2026-05-26T11:08:00Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Hy3 preview for lower cost; pick Claude Opus Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $17.5 for Claude Opus Latest, saving $17.3 (98.9% lower).

Cost-first pickHy3 preview

Context-first pickClaude Opus Latest

Sample savings$17.398.9%

10x traffic gap$173.04

Claude Opus Latest has more context, but Hy3 preview saves $17.3 on the standard workload. At 10x that traffic, the same price gap is about $173.04. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Hy3 preview stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Hy3 preview	Claude Opus Latest
Input-heavy / RAG	5M input + 500K output	Hy3 preview	$0.46	$37.5
Balanced workload	1M input + 1M output	Hy3 preview	$0.33	$30
Output-heavy chatbot	1M input + 5M output	Hy3 preview	$1.37	$130

Cheaper input Hy3 preview $0.066 vs $5 / 1M

Hy3 preview is $4.93 cheaper per 1M input tokens (98.7% lower; 75.8x difference).

Cheaper output Hy3 preview $0.26 vs $25 / 1M

Hy3 preview is $24.74 cheaper per 1M output tokens (99% lower; 96.2x difference).

Larger context Claude Opus Latest 262.14K vs 1M

Claude Opus Latest has 737.86K more context (3.81x larger).

Sample workload Hy3 preview $0.2 vs $17.5

Hy3 preview is $17.3 cheaper on the standard workload (98.9% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Hy3 preview Calculating… Estimated API cost

Claude Opus Latest Calculating… Estimated API cost

Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Hy3 preview has the lower input price; Hy3 preview has the lower output price; Claude Opus Latest offers the larger context window. For the 1M input plus 500K output sample, Hy3 preview is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.2 for Hy3 preview and $17.5 for Claude Opus Latest.

Best Fit

Choose Hy3 preview when you care most about lower input-token price, and lower output-token price.

Choose Claude Opus Latest when you care most about larger context window.

Decision Notes

On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $17.5 for Claude Opus Latest, saving $17.3 (98.9% lower).
Hy3 preview is $17.3 cheaper on the standard workload (98.9% lower).
Hy3 preview is $4.93 cheaper per 1M input tokens (98.7% lower; 75.8x difference).
Hy3 preview is $24.74 cheaper per 1M output tokens (99% lower; 96.2x difference).
Claude Opus Latest has 737.86K more context (3.81x larger).

Head-to-Head Specs

Feature	Hy3 preview (Tencent)	Claude Opus Latest (Anthropic)
Input Price prompt tokens per 1M	$0.066	$5
Completion Price per 1M tokens	$0.26	$25
Sample Workload Cost 1M input + 500K output	$0.2	$17.5
Context Window	262.14K	1M
Release Date	2026-04-22	2026-04-21

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Hy3 preview	On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $17.5 for Claude Opus Latest, saving $17.3 (98.9% lower).
High-volume input processing	Hy3 preview	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Hy3 preview	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Claude Opus Latest	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

Claude 3 Haiku can replace Claude Opus Latest when lower sample workload cost matters most: $0.88.
Claude 3.5 Haiku can replace Claude Opus Latest when lower sample workload cost matters most: $2.8.
Anthropic Claude Haiku Latest can replace Claude Opus Latest when lower sample workload cost matters most: $3.5.
Claude Haiku 4.5 can replace Claude Opus Latest when lower sample workload cost matters most: $3.5.

Larger context near this budget

Llama 4 Scout offers 10M context with $0.23 sample workload cost.
Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
Grok 4.20 offers 2M context with $2.5 sample workload cost.
OpenAI GPT Latest offers 1.05M context with $20 sample workload cost.

Popular competitors

No popular competitor is currently available.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Tencent catalog

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Anthropic catalog

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Hy3 preview

Hy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled, low, and high modes, allowing it to...

Claude Opus Latest

This model always redirects to the latest model in the Claude Opus family.