API cost decision in 10 seconds

Nex-N2-Mini vs GLM 5.2 (batch)

Pick Nex-N2-Mini for lower cost; pick GLM 5.2 (batch) 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 Nex-N2-Mini for lower cost; pick GLM 5.2 (batch) only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nex-N2-Mini is estimated at $0.08 vs $3.6 for GLM 5.2 (batch), saving $3.52 (97.9% lower).

Cost-first pickNex-N2-Mini
Context-first pickGLM 5.2 (batch)
Sample savings$3.5297.9%
10x traffic gap$35.25

GLM 5.2 (batch) has more context, but Nex-N2-Mini saves $3.52 on the standard workload. At 10x that traffic, the same price gap is about $35.25. 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-Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickNex-N2-MiniGLM 5.2 (batch)
Input-heavy / RAG5M input + 500K outputNex-N2-Mini$0.17$9.2
Balanced workload1M input + 1M outputNex-N2-Mini$0.12$5.8
Output-heavy chatbot1M input + 5M outputNex-N2-Mini$0.53$23.4
Cheaper input Nex-N2-Mini $0.025 vs $1.4 / 1M

Nex-N2-Mini is $1.38 cheaper per 1M input tokens (98.2% lower; 56x difference).

Cheaper output Nex-N2-Mini $0.1 vs $4.4 / 1M

Nex-N2-Mini is $4.3 cheaper per 1M output tokens (97.7% lower; 44x difference).

Larger context GLM 5.2 (batch) 262.14K vs 1.05M

GLM 5.2 (batch) has 786.43K more context (4x larger).

Sample workload Nex-N2-Mini $0.08 vs $3.6

Nex-N2-Mini is $3.52 cheaper on the standard workload (97.9% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Nex-N2-Mini Calculating… Estimated API cost
GLM 5.2 (batch) 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

Nex-N2-Mini has the lower input price; Nex-N2-Mini has the lower output price; GLM 5.2 (batch) offers the larger context window. For the 1M input plus 500K output sample, Nex-N2-Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.08 for Nex-N2-Mini and $3.6 for GLM 5.2 (batch).

Best Fit

Choose Nex-N2-Mini when you care most about lower input-token price, and lower output-token price.

Choose GLM 5.2 (batch) when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Nex-N2-Mini is estimated at $0.08 vs $3.6 for GLM 5.2 (batch), saving $3.52 (97.9% lower).
  • Nex-N2-Mini is $3.52 cheaper on the standard workload (97.9% lower).
  • Nex-N2-Mini is $1.38 cheaper per 1M input tokens (98.2% lower; 56x difference).
  • Nex-N2-Mini is $4.3 cheaper per 1M output tokens (97.7% lower; 44x difference).
  • GLM 5.2 (batch) has 786.43K more context (4x larger).
Head-to-Head Specs
FeatureNex-N2-Mini
(Nex AGI)
GLM 5.2 (batch)
(Z.ai)
Input Price
prompt tokens per 1M
$0.025$1.4
Completion Price
per 1M tokens
$0.1$4.4
Sample Workload Cost
1M input + 500K output
$0.08$3.6
Context Window262.14K1.05M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNex-N2-MiniOn the standard 1M input plus 500K output workload, Nex-N2-Mini is estimated at $0.08 vs $3.6 for GLM 5.2 (batch), saving $3.52 (97.9% lower).
High-volume input processingNex-N2-MiniLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNex-N2-MiniLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGLM 5.2 (batch)A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Nex-N2-Pro (free) can replace Nex-N2-Mini when lower sample workload cost matters most: $0.
  • GLM 5.2 (free) can replace GLM 5.2 (batch) when lower sample workload cost matters most: $0.
  • GLM 4.5 Air (free) can replace GLM 5.2 (batch) when lower sample workload cost matters most: $0.
  • GLM 4 32B can replace GLM 5.2 (batch) when lower sample workload cost matters most: $0.15.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

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

Open largest context models

Provider catalogs

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

Open provider hubs

Nex AGI catalog

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

Open Nex AGI models

Z.ai catalog

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

Open Z.ai models
Nex-N2-Mini

Nex-N2-Mini is an open-source agentic mixture-of-experts model from Nex AGI, the smaller sibling in the Nex-N2 series. It accepts text and image input and is built for coding, tool use,...

GLM 5.2 (batch)

GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...