API cost decision in 10 seconds

GLM 5V Turbo vs GPT Audio Mini

Pick GPT Audio Mini for lower cost; pick GLM 5V Turbo only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick GPT Audio Mini for lower cost; pick GLM 5V Turbo only if the larger context window matters more.

On the standard 1M input plus 500K output workload, GPT Audio Mini is estimated at $1.8 vs $3.2 for GLM 5V Turbo, saving $1.4 (43.8% lower).

Cost-first pickGPT Audio Mini
Context-first pickGLM 5V Turbo
Sample savings$1.443.8%
10x traffic gap$14

GLM 5V Turbo has more context, but GPT Audio Mini saves $1.4 on the standard workload. At 10x that traffic, the same price gap is about $14. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GPT Audio Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGLM 5V TurboGPT Audio Mini
Input-heavy / RAG5M input + 500K outputGPT Audio Mini$8$4.2
Balanced workload1M input + 1M outputGPT Audio Mini$5.2$3
Output-heavy chatbot1M input + 5M outputGPT Audio Mini$21.2$12.6
Cheaper input GPT Audio Mini $1.2 vs $0.6 / 1M

GPT Audio Mini is $0.6 cheaper per 1M input tokens (50% lower; 2x difference).

Cheaper output GPT Audio Mini $4 vs $2.4 / 1M

GPT Audio Mini is $1.6 cheaper per 1M output tokens (40% lower; 1.67x difference).

Larger context GLM 5V Turbo 202.75K vs 128K

GLM 5V Turbo has 74.75K more context (1.58x larger).

Sample workload GPT Audio Mini $3.2 vs $1.8

GPT Audio Mini is $1.4 cheaper on the standard workload (43.8% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GLM 5V Turbo Calculating… Estimated API cost
GPT Audio Mini 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

GPT Audio Mini has the lower input price; GPT Audio Mini has the lower output price; GLM 5V Turbo offers the larger context window. For the 1M input plus 500K output sample, GPT Audio Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $3.2 for GLM 5V Turbo and $1.8 for GPT Audio Mini.

Best Fit

Choose GLM 5V Turbo when you care most about larger context window.

Choose GPT Audio Mini 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, GPT Audio Mini is estimated at $1.8 vs $3.2 for GLM 5V Turbo, saving $1.4 (43.8% lower).
  • GPT Audio Mini is $1.4 cheaper on the standard workload (43.8% lower).
  • GPT Audio Mini is $0.6 cheaper per 1M input tokens (50% lower; 2x difference).
  • GPT Audio Mini is $1.6 cheaper per 1M output tokens (40% lower; 1.67x difference).
  • GLM 5V Turbo has 74.75K more context (1.58x larger).
Head-to-Head Specs
FeatureGLM 5V Turbo
(Z.ai)
GPT Audio Mini
(OpenAI)
Input Price
prompt tokens per 1M
$1.2$0.6
Completion Price
per 1M tokens
$4$2.4
Sample Workload Cost
1M input + 500K output
$3.2$1.8
Context Window202.75K128K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT Audio MiniOn the standard 1M input plus 500K output workload, GPT Audio Mini is estimated at $1.8 vs $3.2 for GLM 5V Turbo, saving $1.4 (43.8% lower).
High-volume input processingGPT Audio MiniLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGPT Audio MiniLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGLM 5V TurboA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • GLM 4.5 Air (free) can replace GLM 5V Turbo when lower sample workload cost matters most: $0.
  • GLM 4 32B can replace GLM 5V Turbo when lower sample workload cost matters most: $0.15.
  • GLM 4.7 Flash can replace GLM 5V Turbo when lower sample workload cost matters most: $0.26.
  • GLM 4.5 Air can replace GLM 5V Turbo when lower sample workload cost matters most: $0.55.
Larger context near this budget
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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Z.ai catalog

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OpenAI catalog

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GLM 5V Turbo

GLM-5V-Turbo is Z.ai’s first native multimodal agent foundation model, built for vision-based coding and agent-driven tasks. It natively handles image, video, and text inputs, excels at long-horizon planning, complex coding,...

GPT Audio Mini

A cost-efficient version of GPT Audio. The new snapshot features an upgraded decoder for more natural sounding voices and maintains better voice consistency. Input is priced at $0.60 per million...