token.app › Compare › GPT-5.4 Pro (batch) vs Glimpse

GPT-5.4 Pro (batch) vs Glimpse

Glimpse is 28× cheaper per token on a blended 3:1 basis. GPT-5.4 Pro (batch) accepts the larger context window (1.1M).

Head to head
Blended price uses a 3:1 input:output mix
GPT-5.4 Pro (batch)Glimpse
ProviderOpenAIElorian
Input $/1M$15.00$0.600
Output $/1M$90.00$3.00
Blended $/1M$33.75$1.20
Context window1.1M262K
Max output128K256K
ReleasedMar 2026Oct 2026
LicenceProprietaryProprietary
Choose GPT-5.4 Pro (batch) if…
  • Larger context window (1.1M)
Choose Glimpse if…
  • Costs less per token — $1.20 vs $33.75 blended
  • Newer model (released Oct 2026)
FAQ
Which is better, GPT-5.4 Pro (batch) or Glimpse?
We do not hold independently-run benchmark scores covering both GPT-5.4 Pro (batch) and Glimpse, so we make no quality claim. Their pricing and specifications are compared on this page.
Is GPT-5.4 Pro (batch) cheaper than Glimpse?
Glimpse is cheaper: $1.20 versus $33.75 per million tokens blended at 3:1 input:output. Input alone: $15.00 vs $0.600. Output alone: $90.00 vs $3.00.
What context windows do GPT-5.4 Pro (batch) and Glimpse have?
GPT-5.4 Pro (batch): 1,050,000 tokens. Glimpse: 262,144 tokens.
Who makes GPT-5.4 Pro (batch) and Glimpse?
GPT-5.4 Pro (batch) is made by OpenAI. Glimpse is made by Elorian.
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