API cost decision in 10 seconds

NewGoogle Gemini Pro Latest vs GPT-5.2 Pro

Pick Google Gemini Pro Latest when budget and context both matter.

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

Budget verdict

Pick Google Gemini Pro Latest when budget and context both matter.

On the standard 1M input plus 500K output workload, Google Gemini Pro Latest is estimated at $8 vs $105 for GPT-5.2 Pro, saving $97 (92.4% lower).

Cost-first pickGoogle Gemini Pro Latest
Context-first pickGoogle Gemini Pro Latest
Sample savings$9792.4%
10x traffic gap$970

Google Gemini Pro Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $970. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Google Gemini Pro Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGoogle Gemini Pro LatestGPT-5.2 Pro
Input-heavy / RAG5M input + 500K outputGoogle Gemini Pro Latest$16$189
Balanced workload1M input + 1M outputGoogle Gemini Pro Latest$14$189
Output-heavy chatbot1M input + 5M outputGoogle Gemini Pro Latest$62$861
Cheaper input Google Gemini Pro Latest $2 vs $21 / 1M

Google Gemini Pro Latest is $19 cheaper per 1M input tokens (90.5% lower; 10.5x difference).

Cheaper output Google Gemini Pro Latest $12 vs $168 / 1M

Google Gemini Pro Latest is $156 cheaper per 1M output tokens (92.9% lower; 14x difference).

Larger context Google Gemini Pro Latest 1.05M vs 400K

Google Gemini Pro Latest has 648.58K more context (2.62x larger).

Sample workload Google Gemini Pro Latest $8 vs $105

Google Gemini Pro Latest is $97 cheaper on the standard workload (92.4% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Google Gemini Pro Latest Calculating… Estimated API cost
GPT-5.2 Pro 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

Google Gemini Pro Latest has the lower input price; Google Gemini Pro Latest has the lower output price; Google Gemini Pro Latest offers the larger context window. For the 1M input plus 500K output sample, Google Gemini Pro Latest 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 $105 for GPT-5.2 Pro.

Best Fit

Choose Google Gemini Pro Latest when you care most about lower input-token price, lower output-token price, and larger context window.

Choose GPT-5.2 Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, Google Gemini Pro Latest is estimated at $8 vs $105 for GPT-5.2 Pro, saving $97 (92.4% lower).
  • Google Gemini Pro Latest is $97 cheaper on the standard workload (92.4% lower).
  • Google Gemini Pro Latest is $19 cheaper per 1M input tokens (90.5% lower; 10.5x difference).
  • Google Gemini Pro Latest is $156 cheaper per 1M output tokens (92.9% lower; 14x difference).
  • Google Gemini Pro Latest has 648.58K more context (2.62x larger).
Head-to-Head Specs
FeatureNewGoogle Gemini Pro Latest
(Google)
GPT-5.2 Pro
(OpenAI)
Input Price
prompt tokens per 1M
$2$21
Completion Price
per 1M tokens
$12$168
Sample Workload Cost
1M input + 500K output
$8$105
Context Window1.05M400K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGoogle Gemini Pro LatestOn the standard 1M input plus 500K output workload, Google Gemini Pro Latest is estimated at $8 vs $105 for GPT-5.2 Pro, saving $97 (92.4% lower).
High-volume input processingGoogle Gemini Pro LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGoogle Gemini Pro LatestLower 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.
Popular competitors
  • No popular competitor is currently available.

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Provider catalogs

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Google catalog

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OpenAI catalog

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Google Gemini Pro Latest

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

GPT-5.2 Pro

GPT-5.2 Pro is OpenAI’s most advanced model, offering major improvements in agentic coding and long context performance over GPT-5 Pro. It is optimized for complex tasks that require step-by-step reasoning,...