API cost decision in 10 seconds

🔥Hy3 preview vs NewGoogle Gemini Pro Latest

Pick Hy3 preview for lower cost; pick Google Gemini Pro Latest 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 Hy3 preview for lower cost; pick Google Gemini Pro 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 $8 for Google Gemini Pro Latest, saving $7.8 (97.5% lower).

Cost-first pickHy3 preview
Context-first pickGoogle Gemini Pro Latest
Sample savings$7.897.5%
10x traffic gap$78.04

Google Gemini Pro Latest has more context, but Hy3 preview saves $7.8 on the standard workload. At 10x that traffic, the same price gap is about $78.04. 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 shapeToken mixBetter pickHy3 previewGoogle Gemini Pro Latest
Input-heavy / RAG5M input + 500K outputHy3 preview$0.46$16
Balanced workload1M input + 1M outputHy3 preview$0.33$14
Output-heavy chatbot1M input + 5M outputHy3 preview$1.37$62
Cheaper input Hy3 preview $0.066 vs $2 / 1M

Hy3 preview is $1.93 cheaper per 1M input tokens (96.7% lower; 30.3x difference).

Cheaper output Hy3 preview $0.26 vs $12 / 1M

Hy3 preview is $11.74 cheaper per 1M output tokens (97.8% lower; 46.2x difference).

Larger context Google Gemini Pro Latest 262.14K vs 1.05M

Google Gemini Pro Latest has 786.43K more context (4x larger).

Sample workload Hy3 preview $0.2 vs $8

Hy3 preview is $7.8 cheaper on the standard workload (97.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Hy3 preview Calculating… Estimated API cost
Google Gemini Pro 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; Google Gemini Pro 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 $8 for Google Gemini Pro Latest.

Best Fit

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

Choose Google Gemini Pro 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 $8 for Google Gemini Pro Latest, saving $7.8 (97.5% lower).
  • Hy3 preview is $7.8 cheaper on the standard workload (97.5% lower).
  • Hy3 preview is $1.93 cheaper per 1M input tokens (96.7% lower; 30.3x difference).
  • Hy3 preview is $11.74 cheaper per 1M output tokens (97.8% lower; 46.2x difference).
  • Google Gemini Pro Latest has 786.43K more context (4x larger).
Head-to-Head Specs
Feature🔥Hy3 preview
(Tencent)		NewGoogle Gemini Pro Latest
(Google)
Input Price
prompt tokens per 1M		$0.066$2
Completion Price
per 1M tokens		$0.26$12
Sample Workload Cost
1M input + 500K output		$0.2$8
Context Window262.14K1.05M
Release Date
Popularity#2

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionHy3 previewOn the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $8 for Google Gemini Pro Latest, saving $7.8 (97.5% lower).
High-volume input processingHy3 previewLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsHy3 previewLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGoogle Gemini Pro LatestA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Gemma 4 26B A4B (free) can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
  • Gemma 4 31B (free) can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
  • Lyria 3 Pro Preview can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
  • Lyria 3 Clip Preview can replace Google Gemini Pro Latest when lower sample workload cost matters most: $0.
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.
  • GPT-5.4 offers 1.05M context with $10 sample workload cost.

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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Google 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...

Google Gemini Pro Latest

This model always redirects to the latest model in the Google Gemini Pro family.