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Gemini 2.5 Flash-Lite vs GPT-5.4 Nano

Complete pricing and performance comparison between Google's Gemini 2.5 Flash-Lite and OpenAI's GPT-5.4 Nano.

Quick Verdict

Cheaper
Gemini 2.5 Flash-Lite
2.0x cheaper input, 3.1x cheaper output
Larger Context
Gemini 2.5 Flash-Lite
1.0M vs 400K

Pricing Comparison

SpecGemini 2.5 Flash-LiteGPT-5.4 NanoDifference
ProviderGoogleOpenAI
Input / 1M tokens$0.1$0.2Gemini 2.5 Flash-Lite is 50% more expensive
Output / 1M tokens$0.4$1.25Gemini 2.5 Flash-Lite is 68% more expensive
Context Window1.0M400K3x difference
Max Output66K128K
Tokenizercl100k_baseo200k_base

Performance Benchmarks

MetricGemini 2.5 Flash-LiteGPT-5.4 NanoWinner
Quality Index13--N/A
Output Speed336 tok/s--N/A
Value (Quality/$)127.0--Higher = better value

Benchmark data from Artificial Analysis. Quality Index is a composite score across reasoning, coding, and knowledge tasks.

Cost at Scale

Estimated cost at different usage levels (3:1 input-to-output token ratio, typical for chat).

UsageGemini 2.5 Flash-LiteGPT-5.4 NanoSavings
Single request
1K in / 300 out
$0.0002$0.0006Same
10 requests
10K in / 3K out
$0.0022$0.0057Gemini 2.5 Flash-Lite saves $0.0035
100 requests
100K in / 30K out
$0.022$0.058Gemini 2.5 Flash-Lite saves $0.036
1,000 requests
1M in / 300K out
$0.220$0.575Gemini 2.5 Flash-Lite saves $0.355
10,000 requests
10M in / 3M out
$2.20$5.75Gemini 2.5 Flash-Lite saves $3.55
1M requests/mo
1B in / 300M out
$220.00$575.00Gemini 2.5 Flash-Lite saves $355.00

Pros & Cons

Gemini 2.5 Flash-Lite Strengths

  • +Cheaper input tokens
  • +Cheaper output tokens
  • +Larger context window (1.0M vs 400K)

GPT-5.4 Nano Strengths

  • +Higher max output tokens

When to Use Each Model

Choose Gemini 2.5 Flash-Lite for

  • Budget-conscious projects where cost is the primary factor
  • Long documents, large codebases, or multi-turn conversations

Choose GPT-5.4 Nano for

  • Generating long-form content or detailed code

Frequently Asked Questions

Which is cheaper, Gemini 2.5 Flash-Lite or GPT-5.4 Nano?
For input tokens, Gemini 2.5 Flash-Lite is 2.0x cheaper at $0.1/1M tokens. For output tokens, Gemini 2.5 Flash-Lite is 3.1x cheaper at $0.4/1M tokens. At typical usage (1M input + 300K output), Gemini 2.5 Flash-Lite costs $0.220 vs GPT-5.4 Nano at $0.575.
What's the context window difference?
Gemini 2.5 Flash-Lite supports 1.0M context (1,048,576 tokens), while GPT-5.4 Nano supports 400K (400,000 tokens). Gemini 2.5 Flash-Lite can handle 3x more context in a single request.
Which model has better benchmarks?
When should I choose Gemini 2.5 Flash-Lite over GPT-5.4 Nano?
Choose Gemini 2.5 Flash-Lite when you need: Cheaper input tokens, Cheaper output tokens, Larger context window (1.0M vs 400K). Choose GPT-5.4 Nano when you need: Higher max output tokens.
How much would 10,000 API requests cost?
At 1K input + 300 output tokens per request (typical chat): Gemini 2.5 Flash-Lite = $2.20, GPT-5.4 Nano = $5.75. At 10K input + 1K output per request (longer conversations): Gemini 2.5 Flash-Lite = $14.00, GPT-5.4 Nano = $32.50.

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