API cost decision in 10 seconds

NewGoogle Gemini Pro Latest vs GLM 5V Turbo

Pick GLM 5V Turbo 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 GLM 5V Turbo 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, GLM 5V Turbo is estimated at $3.2 vs $8 for Google Gemini Pro Latest, saving $4.8 (60% lower).

Cost-first pickGLM 5V Turbo
Context-first pickGoogle Gemini Pro Latest
Sample savings$4.860%
10x traffic gap$48

Google Gemini Pro Latest has more context, but GLM 5V Turbo saves $4.8 on the standard workload. At 10x that traffic, the same price gap is about $48. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GLM 5V Turbo stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGoogle Gemini Pro LatestGLM 5V Turbo
Input-heavy / RAG5M input + 500K outputGLM 5V Turbo$16$8
Balanced workload1M input + 1M outputGLM 5V Turbo$14$5.2
Output-heavy chatbot1M input + 5M outputGLM 5V Turbo$62$21.2
Cheaper input GLM 5V Turbo $2 vs $1.2 / 1M

GLM 5V Turbo is $0.8 cheaper per 1M input tokens (40% lower; 1.67x difference).

Cheaper output GLM 5V Turbo $12 vs $4 / 1M

GLM 5V Turbo is $8 cheaper per 1M output tokens (66.7% lower; 3x difference).

Larger context Google Gemini Pro Latest 1.05M vs 202.75K

Google Gemini Pro Latest has 845.82K more context (5.17x larger).

Sample workload GLM 5V Turbo $8 vs $3.2

GLM 5V Turbo is $4.8 cheaper on the standard workload (60% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Google Gemini Pro Latest Calculating… Estimated API cost
GLM 5V Turbo 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

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

For a 1M input token plus 500K output token workload, the estimated API cost is $8 for Google Gemini Pro Latest and $3.2 for GLM 5V Turbo.

Best Fit

Choose Google Gemini Pro Latest when you care most about larger context window.

Choose GLM 5V Turbo 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, GLM 5V Turbo is estimated at $3.2 vs $8 for Google Gemini Pro Latest, saving $4.8 (60% lower).
  • GLM 5V Turbo is $4.8 cheaper on the standard workload (60% lower).
  • GLM 5V Turbo is $0.8 cheaper per 1M input tokens (40% lower; 1.67x difference).
  • GLM 5V Turbo is $8 cheaper per 1M output tokens (66.7% lower; 3x difference).
  • Google Gemini Pro Latest has 845.82K more context (5.17x larger).
Head-to-Head Specs
FeatureNewGoogle Gemini Pro Latest
(Google)
GLM 5V Turbo
(Z.ai)
Input Price
prompt tokens per 1M
$2$1.2
Completion Price
per 1M tokens
$12$4
Sample Workload Cost
1M input + 500K output
$8$3.2
Context Window1.05M202.75K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGLM 5V TurboOn the standard 1M input plus 500K output workload, GLM 5V Turbo is estimated at $3.2 vs $8 for Google Gemini Pro Latest, saving $4.8 (60% lower).
High-volume input processingGLM 5V TurboLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGLM 5V TurboLower 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

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

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Larger context alternatives

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Provider catalogs

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

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Google catalog

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

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Z.ai catalog

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

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Google Gemini Pro Latest

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

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,...