Comparisons

GPT-5.5 vs MiniMax M3

On provider list prices, MiniMax M3 costs $0.30 per million input tokens against $5 for GPT-5.5: 16.7x apart. Output is $1.20 against $30 (25.0x). On Allocate both bill at list plus the 7% transaction fee.

GPT-5.5M MiniMax M3
LabOpenAIMiniMaxAI
AccessAPI onlyAPI only
Context window400K tokens512K tokens
List price, input$5 / M tokens$0.3 / M tokens
List price, output$30 / M tokens$1.2 / M tokens
Cached input$0.5 / M tokens$0.06 / M tokens
LicenseProprietary APIProprietary API
Fine-tunableNoNo

Specifications and provider list prices from the Allocate catalog, checked 2026-07-08. Billed price is list plus the 7% transaction fee.

What the numbers say

Take 1,000,000 requests a month at 1,200 input and 350 output tokens each. That workload costs $780 a month on MiniMax M3 and $16,500 on GPT-5.5 at list: a gap of $15,720, or 21.2x.

MiniMax M3 reads 512K tokens per request against 400K for GPT-5.5, 1.3x the window. That decides which one can take whole documents without splitting them.

MiniMax M3$0.30$1.20
GPT-5.5$5$30
InputOutput

Choose GPT-5.5 for

  • Complex tool-using agents
  • Code generation
  • General assistants
GPT-5.5 details

Choose MiniMax M3 for

  • The lower list price ($0.30 in / $1.20 out per M tokens)
  • The longer context window (512K vs 400K tokens)
MiniMax M3 details

Common questions

Which is cheaper, GPT-5.5 or MiniMax M3?

MiniMax M3, on this workload shape. At list prices it is $0.30/$1.20 per million tokens in and out against $5/$30 for GPT-5.5. Billed on Allocate: $0.32/$1.28 against $5.35/$32.10, list plus 7%.

Which has the bigger context window?

MiniMax M3: 524,288 tokens (512K) against 400,000 (400K) for GPT-5.5.

Can I fine-tune GPT-5.5 or MiniMax M3?

No. Both are closed models served over API. If you want a model you can train and own, start from an open-weights base in the catalog.

Related comparisons

Run the numbers on your workload

Or don’t choose. On Allocate a route name is the contract: point yours at one model today, swap to the other tomorrow, and compare them on your live traffic with per-token metering.