API cost decision in 10 seconds

Nex-N2.5-Pro vs Hy-MT2-7B

Pick Nex-N2.5-Pro when budget and context both matter.

Page updated: 2026-09-22T05:07:55Z Data confirmed: 2026-09-22T05:07:55Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Nex-N2.5-Pro when budget and context both matter.

On the standard 1M input plus 500K output workload, Nex-N2.5-Pro is estimated at $0.2 vs $0.22 for Hy-MT2-7B, saving $0.02 (9.7% lower).

Cost-first pickNex-N2.5-Pro

Context-first pickNex-N2.5-Pro

Sample savings$0.029.7%

10x traffic gap$0.21

Nex-N2.5-Pro is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $0.21. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nex-N2.5-Pro stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Nex-N2.5-Pro	Hy-MT2-7B
Input-heavy / RAG	5M input + 500K output	Nex-N2.5-Pro	$0.5	$0.52
Balanced workload	1M input + 1M output	Nex-N2.5-Pro	$0.33	$0.37
Output-heavy chatbot	1M input + 5M output	Nex-N2.5-Pro	$1.32	$1.55

Cheaper input Hy-MT2-7B $0.075 vs $0.074 / 1M

Hy-MT2-7B is $0.001 cheaper per 1M input tokens (1.3% lower; 1.01x difference).

Cheaper output Nex-N2.5-Pro $0.25 vs $0.295 / 1M

Nex-N2.5-Pro is $0.04 cheaper per 1M output tokens (15.3% lower; 1.18x difference).

Larger context Nex-N2.5-Pro 262.14K vs 8.19K

Nex-N2.5-Pro has 253.95K more context (32x larger).

Sample workload Nex-N2.5-Pro $0.2 vs $0.22

Nex-N2.5-Pro is $0.02 cheaper on the standard workload (9.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Nex-N2.5-Pro Calculating… Estimated API cost

Hy-MT2-7B 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-MT2-7B has the lower input price; Nex-N2.5-Pro has the lower output price; Nex-N2.5-Pro offers the larger context window. For the 1M input plus 500K output sample, Nex-N2.5-Pro is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.2 for Nex-N2.5-Pro and $0.22 for Hy-MT2-7B.

Best Fit

Choose Nex-N2.5-Pro when you care most about lower output-token price, and larger context window.

Choose Hy-MT2-7B when you care most about lower input-token price.

Decision Notes

On the standard 1M input plus 500K output workload, Nex-N2.5-Pro is estimated at $0.2 vs $0.22 for Hy-MT2-7B, saving $0.02 (9.7% lower).
Nex-N2.5-Pro is $0.02 cheaper on the standard workload (9.7% lower).
Hy-MT2-7B is $0.001 cheaper per 1M input tokens (1.3% lower; 1.01x difference).
Nex-N2.5-Pro is $0.04 cheaper per 1M output tokens (15.3% lower; 1.18x difference).
Nex-N2.5-Pro has 253.95K more context (32x larger).

Head-to-Head Specs

Feature	Nex-N2.5-Pro (Nex AGI)	Hy-MT2-7B (Tencent)
Input Price prompt tokens per 1M	$0.075	$0.074
Completion Price per 1M tokens	$0.25	$0.295
Sample Workload Cost 1M input + 500K output	$0.2	$0.22
Context Window	262.14K	8.19K
Release Date	2026-09-08	2026-08-19

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Nex-N2.5-Pro	On the standard 1M input plus 500K output workload, Nex-N2.5-Pro is estimated at $0.2 vs $0.22 for Hy-MT2-7B, saving $0.02 (9.7% lower).
High-volume input processing	Hy-MT2-7B	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Nex-N2.5-Pro	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Nex-N2.5-Pro	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

Nex-N2.5-Mini (free) can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.
Nex-N2.5-Pro (free) can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.
Nex-N2-Pro (free) can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.
Nex-N2.5-Mini can replace Nex-N2.5-Pro when lower sample workload cost matters most: $0.08.

Larger context near this budget

GLM Flash Latest offers 1.31M context with $0.2 sample workload cost.
Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
Owl Alpha offers 1.05M context with $0 sample workload cost.
DeepSeek V4 Flash 0423 offers 1.05M context with $0.18 sample workload cost.

Popular competitors

MiMo-V2.6-Pro · Xiaomi · #1
Qwen3.8 Max (0902) · Qwen · #2
DeepSeek V4.1 Flash · DeepSeek · #3
GLM 5.3 Flash · Z.ai · #4

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Nex AGI catalog

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Tencent catalog

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Nex-N2.5-Pro

Nex-N2.5 is an agentic model built to turn goals into working, verified outcomes. Its core strength is agentic coding within a visual feedback loop: it can explore codebases, implement multi-file...

Hy-MT2-7B

Hy-MT2-7B is a 7B-parameter translation model from Tencent. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for structured, delimiter-based, contextual, glossary-based, and style-guided translation.