API cost decision in 10 seconds

🔥Claude Opus 5 vs NewHy-MT2-30B-A3B

Pick Hy-MT2-30B-A3B for lower cost; pick Claude Opus 5 only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Hy-MT2-30B-A3B for lower cost; pick Claude Opus 5 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Hy-MT2-30B-A3B is estimated at $0.22 vs $17.5 for Claude Opus 5, saving $17.28 (98.7% lower).

Cost-first pickHy-MT2-30B-A3B
Context-first pickClaude Opus 5
Sample savings$17.2898.7%
10x traffic gap$172.79

Claude Opus 5 has more context, but Hy-MT2-30B-A3B saves $17.28 on the standard workload. At 10x that traffic, the same price gap is about $172.79. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Hy-MT2-30B-A3B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickClaude Opus 5Hy-MT2-30B-A3B
Input-heavy / RAG5M input + 500K outputHy-MT2-30B-A3B$37.5$0.52
Balanced workload1M input + 1M outputHy-MT2-30B-A3B$30$0.37
Output-heavy chatbot1M input + 5M outputHy-MT2-30B-A3B$130$1.55
Cheaper input Hy-MT2-30B-A3B $5 vs $0.074 / 1M

Hy-MT2-30B-A3B is $4.93 cheaper per 1M input tokens (98.5% lower; 67.6x difference).

Cheaper output Hy-MT2-30B-A3B $25 vs $0.295 / 1M

Hy-MT2-30B-A3B is $24.7 cheaper per 1M output tokens (98.8% lower; 84.7x difference).

Larger context Claude Opus 5 1M vs 8.19K

Claude Opus 5 has 991.81K more context (122.1x larger).

Sample workload Hy-MT2-30B-A3B $17.5 vs $0.22

Hy-MT2-30B-A3B is $17.28 cheaper on the standard workload (98.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Claude Opus 5 Calculating… Estimated API cost
Hy-MT2-30B-A3B 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

Hy-MT2-30B-A3B has the lower input price; Hy-MT2-30B-A3B has the lower output price; Claude Opus 5 offers the larger context window. For the 1M input plus 500K output sample, Hy-MT2-30B-A3B is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $17.5 for Claude Opus 5 and $0.22 for Hy-MT2-30B-A3B.

Best Fit

Choose Claude Opus 5 when you care most about larger context window.

Choose Hy-MT2-30B-A3B when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Hy-MT2-30B-A3B is estimated at $0.22 vs $17.5 for Claude Opus 5, saving $17.28 (98.7% lower).
  • Hy-MT2-30B-A3B is $17.28 cheaper on the standard workload (98.7% lower).
  • Hy-MT2-30B-A3B is $4.93 cheaper per 1M input tokens (98.5% lower; 67.6x difference).
  • Hy-MT2-30B-A3B is $24.7 cheaper per 1M output tokens (98.8% lower; 84.7x difference).
  • Claude Opus 5 has 991.81K more context (122.1x larger).
Head-to-Head Specs
Feature🔥Claude Opus 5
(Anthropic)
NewHy-MT2-30B-A3B
(Tencent)
Input Price
prompt tokens per 1M
$5$0.074
Completion Price
per 1M tokens
$25$0.295
Sample Workload Cost
1M input + 500K output
$17.5$0.22
Context Window1M8.19K
Release Date
Popularity#9

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionHy-MT2-30B-A3BOn the standard 1M input plus 500K output workload, Hy-MT2-30B-A3B is estimated at $0.22 vs $17.5 for Claude Opus 5, saving $17.28 (98.7% lower).
High-volume input processingHy-MT2-30B-A3BLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsHy-MT2-30B-A3BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude Opus 5A 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 5 when lower sample workload cost matters most: $0.88.
  • Claude Haiku 4.5 (batch) can replace Claude Opus 5 when lower sample workload cost matters most: $1.75.
  • Claude 3.5 Haiku can replace Claude Opus 5 when lower sample workload cost matters most: $2.8.
  • Claude Sonnet 5 (batch) can replace Claude Opus 5 when lower sample workload cost matters most: $3.5.

Cheaper alternatives

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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Anthropic catalog

Review all tracked Anthropic models before deciding whether this matchup is the right shortlist.

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Tencent catalog

Check other Tencent models with comparable pricing, context, or release timing.

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Claude Opus 5

Claude Opus 5 is Anthropic’s flagship model for demanding reasoning, coding, and long-horizon agentic work. It is particularly strong at end-to-end software tasks, code review and bug finding, visual analysis...

Hy-MT2-30B-A3B

Hy-MT2-30B-A3B is Tencent's flagship translation model in the Hy-MT2 family. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for structured, delimiter-based, contextual, glossary-based, and...