API cost decision in 10 seconds

🔥GPT-5.5 vs Nano Banana (Gemini 2.5 Flash Image)

Pick Nano Banana (Gemini 2.5 Flash Image) for lower cost; pick GPT-5.5 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 Nano Banana (Gemini 2.5 Flash Image) for lower cost; pick GPT-5.5 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nano Banana (Gemini 2.5 Flash Image) is estimated at $1.55 vs $20 for GPT-5.5, saving $18.45 (92.2% lower).

Cost-first pickNano Banana (Gemini 2.5 Flash Image)
Context-first pickGPT-5.5
Sample savings$18.4592.2%
10x traffic gap$184.5

GPT-5.5 has more context, but Nano Banana (Gemini 2.5 Flash Image) saves $18.45 on the standard workload. At 10x that traffic, the same price gap is about $184.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nano Banana (Gemini 2.5 Flash Image) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT-5.5Nano Banana (Gemini 2.5 Flash Image)
Input-heavy / RAG5M input + 500K outputNano Banana (Gemini 2.5 Flash Image)$40$2.75
Balanced workload1M input + 1M outputNano Banana (Gemini 2.5 Flash Image)$35$2.8
Output-heavy chatbot1M input + 5M outputNano Banana (Gemini 2.5 Flash Image)$155$12.8
Cheaper input Nano Banana (Gemini 2.5 Flash Image) $5 vs $0.3 / 1M

Nano Banana (Gemini 2.5 Flash Image) is $4.7 cheaper per 1M input tokens (94% lower; 16.7x difference).

Cheaper output Nano Banana (Gemini 2.5 Flash Image) $30 vs $2.5 / 1M

Nano Banana (Gemini 2.5 Flash Image) is $27.5 cheaper per 1M output tokens (91.7% lower; 12x difference).

Larger context GPT-5.5 1.05M vs 32.77K

GPT-5.5 has 1.02M more context (32x larger).

Sample workload Nano Banana (Gemini 2.5 Flash Image) $20 vs $1.55

Nano Banana (Gemini 2.5 Flash Image) is $18.45 cheaper on the standard workload (92.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-5.5 Calculating… Estimated API cost
Nano Banana (Gemini 2.5 Flash Image) 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

Nano Banana (Gemini 2.5 Flash Image) has the lower input price; Nano Banana (Gemini 2.5 Flash Image) has the lower output price; GPT-5.5 offers the larger context window. For the 1M input plus 500K output sample, Nano Banana (Gemini 2.5 Flash Image) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $20 for GPT-5.5 and $1.55 for Nano Banana (Gemini 2.5 Flash Image).

Best Fit

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

Choose Nano Banana (Gemini 2.5 Flash Image) 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, Nano Banana (Gemini 2.5 Flash Image) is estimated at $1.55 vs $20 for GPT-5.5, saving $18.45 (92.2% lower).
  • Nano Banana (Gemini 2.5 Flash Image) is $18.45 cheaper on the standard workload (92.2% lower).
  • Nano Banana (Gemini 2.5 Flash Image) is $4.7 cheaper per 1M input tokens (94% lower; 16.7x difference).
  • Nano Banana (Gemini 2.5 Flash Image) is $27.5 cheaper per 1M output tokens (91.7% lower; 12x difference).
  • GPT-5.5 has 1.02M more context (32x larger).
Head-to-Head Specs
Feature🔥GPT-5.5
(OpenAI)
Nano Banana (Gemini 2.5 Flash Image)
(Google)
Input Price
prompt tokens per 1M
$5$0.3
Completion Price
per 1M tokens
$30$2.5
Sample Workload Cost
1M input + 500K output
$20$1.55
Context Window1.05M32.77K
Release Date
Popularity#17#121

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNano Banana (Gemini 2.5 Flash Image)On the standard 1M input plus 500K output workload, Nano Banana (Gemini 2.5 Flash Image) is estimated at $1.55 vs $20 for GPT-5.5, saving $18.45 (92.2% lower).
High-volume input processingNano Banana (Gemini 2.5 Flash Image)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNano Banana (Gemini 2.5 Flash Image)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.5A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT-5.5 when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.5 when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.5 when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.5 when lower sample workload cost matters most: $0.13.
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