API cost decision in 10 seconds

NewGoogle Gemini Pro Latest vs GPT-5.5 Pro

Pick Google Gemini Pro Latest for lower cost; pick GPT-5.5 Pro 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 Google Gemini Pro Latest for lower cost; pick GPT-5.5 Pro only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Google Gemini Pro Latest is estimated at $8 vs $120 for GPT-5.5 Pro, saving $112 (93.3% lower).

Cost-first pickGoogle Gemini Pro Latest
Context-first pickGPT-5.5 Pro
Sample savings$11293.3%
10x traffic gap$1120

GPT-5.5 Pro has more context, but Google Gemini Pro Latest saves $112 on the standard workload. At 10x that traffic, the same price gap is about $1120. 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-5.5 Pro
Input-heavy / RAG5M input + 500K outputGoogle Gemini Pro Latest$16$240
Balanced workload1M input + 1M outputGoogle Gemini Pro Latest$14$210
Output-heavy chatbot1M input + 5M outputGoogle Gemini Pro Latest$62$930
Cheaper input Google Gemini Pro Latest $2 vs $30 / 1M

Google Gemini Pro Latest is $28 cheaper per 1M input tokens (93.3% lower; 15x difference).

Cheaper output Google Gemini Pro Latest $12 vs $180 / 1M

Google Gemini Pro Latest is $168 cheaper per 1M output tokens (93.3% lower; 15x difference).

Larger context GPT-5.5 Pro 1.05M vs 1.05M

GPT-5.5 Pro has 1.42K more context (1x larger).

Sample workload Google Gemini Pro Latest $8 vs $120

Google Gemini Pro Latest is $112 cheaper on the standard workload (93.3% 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-5.5 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; GPT-5.5 Pro 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 $120 for GPT-5.5 Pro.

Best Fit

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

Choose GPT-5.5 Pro when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Google Gemini Pro Latest is estimated at $8 vs $120 for GPT-5.5 Pro, saving $112 (93.3% lower).
  • Google Gemini Pro Latest is $112 cheaper on the standard workload (93.3% lower).
  • Google Gemini Pro Latest is $28 cheaper per 1M input tokens (93.3% lower; 15x difference).
  • Google Gemini Pro Latest is $168 cheaper per 1M output tokens (93.3% lower; 15x difference).
  • GPT-5.5 Pro has 1.42K more context (1x larger).
Head-to-Head Specs
FeatureNewGoogle Gemini Pro Latest
(Google)
GPT-5.5 Pro
(OpenAI)
Input Price
prompt tokens per 1M
$2$30
Completion Price
per 1M tokens
$12$180
Sample Workload Cost
1M input + 500K output
$8$120
Context Window1.05M1.05M
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 $120 for GPT-5.5 Pro, saving $112 (93.3% 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 workGPT-5.5 ProA 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.
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Popular competitors
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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-5.5 Pro

GPT-5.5 Pro is OpenAI’s high-capability model optimized for deep reasoning and accuracy on complex, high-stakes workloads. It features a 1M+ token context window (922K input, 128K output) with support for...