AllocateMiniMax M3 vs Inkling
On provider list prices, MiniMax M3 costs $0.30 per million input tokens against $1.87 for Inkling: 6.2x apart. Output is $1.20 against $4.68 (3.9x). On Allocate both bill at list plus the 7% transaction fee.
InklingSpecifications 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 $3,882 on Inkling at list: a gap of $3,102, or 5.0x.
Inkling reads 1M tokens per request against 512K for MiniMax M3, 1.9x the window. That decides which one can take whole documents without splitting them.
Choose Inkling for
- The longer context window (1M vs 512K tokens)
- Open weights you can fine-tune and own
- Fine-tuning under a permissive license (Apache 2.0)
Common questions
Which is cheaper, MiniMax M3 or Inkling?
MiniMax M3, on this workload shape. At list prices it is $0.30/$1.20 per million tokens in and out against $1.87/$4.68 for Inkling. Billed on Allocate: $0.32/$1.28 against $2.00/$5.01, list plus 7%.
Which has the bigger context window?
Inkling: 1,000,000 tokens (1M) against 524,288 (512K) for MiniMax M3.
Can I fine-tune MiniMax M3 or Inkling?
Inkling publishes open weights (Apache 2.0) and can be fine-tuned on your own data. MiniMax M3 is a closed model served over API; its weights are not available.
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.