API cost decision in 10 seconds

🔥GPT-5.4 vs Google Gemini Flash Latest

Pick Google Gemini Flash Latest for lower cost; pick GPT-5.4 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 Google Gemini Flash Latest for lower cost; pick GPT-5.4 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Google Gemini Flash Latest is estimated at $6 vs $10 for GPT-5.4, saving $4 (40% lower).

Cost-first pickGoogle Gemini Flash Latest
Context-first pickGPT-5.4
Sample savings$440%
10x traffic gap$40

GPT-5.4 has more context, but Google Gemini Flash Latest saves $4 on the standard workload. At 10x that traffic, the same price gap is about $40. 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 Flash Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT-5.4Google Gemini Flash Latest
Input-heavy / RAG5M input + 500K outputGoogle Gemini Flash Latest$20$12
Balanced workload1M input + 1M outputGoogle Gemini Flash Latest$17.5$10.5
Output-heavy chatbot1M input + 5M outputGoogle Gemini Flash Latest$77.5$46.5
Cheaper input Google Gemini Flash Latest $2.5 vs $1.5 / 1M

Google Gemini Flash Latest is $1 cheaper per 1M input tokens (40% lower; 1.67x difference).

Cheaper output Google Gemini Flash Latest $15 vs $9 / 1M

Google Gemini Flash Latest is $6 cheaper per 1M output tokens (40% lower; 1.67x difference).

Larger context GPT-5.4 1.05M vs 1.05M

GPT-5.4 has 1.42K more context (1x larger).

Sample workload Google Gemini Flash Latest $10 vs $6

Google Gemini Flash Latest is $4 cheaper on the standard workload (40% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-5.4 Calculating… Estimated API cost
Google Gemini Flash Latest 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 Flash Latest has the lower input price; Google Gemini Flash Latest has the lower output price; GPT-5.4 offers the larger context window. For the 1M input plus 500K output sample, Google Gemini Flash Latest is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $10 for GPT-5.4 and $6 for Google Gemini Flash Latest.

Best Fit

Choose GPT-5.4 when you care most about larger context window.

Choose Google Gemini Flash Latest 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, Google Gemini Flash Latest is estimated at $6 vs $10 for GPT-5.4, saving $4 (40% lower).
  • Google Gemini Flash Latest is $4 cheaper on the standard workload (40% lower).
  • Google Gemini Flash Latest is $1 cheaper per 1M input tokens (40% lower; 1.67x difference).
  • Google Gemini Flash Latest is $6 cheaper per 1M output tokens (40% lower; 1.67x difference).
  • GPT-5.4 has 1.42K more context (1x larger).
Head-to-Head Specs
Feature🔥GPT-5.4
(OpenAI)
Google Gemini Flash Latest
(Google)
Input Price
prompt tokens per 1M
$2.5$1.5
Completion Price
per 1M tokens
$15$9
Sample Workload Cost
1M input + 500K output
$10$6
Context Window1.05M1.05M
Release Date
Popularity#19

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGoogle Gemini Flash LatestOn the standard 1M input plus 500K output workload, Google Gemini Flash Latest is estimated at $6 vs $10 for GPT-5.4, saving $4 (40% lower).
High-volume input processingGoogle Gemini Flash LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGoogle Gemini Flash LatestLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.4A 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-5.4 when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.4 when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.4 when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.4 when lower sample workload cost matters most: $0.13.
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