BenchLeader

Moonshot AI vs Motif Technologies

Verdict
  • Moonshot AI's flagship leads: Kimi K3.1 Pro at 66.9 vs Motif 3 at 57.7.
  • Moonshot AI has the better model in 3 of 4 price bands.
  • Moonshot AI publishes more open-weights models (9 vs 1).

Best model per price band

Each provider’s highest-index model below the price ceiling. Purple marks the winner of the band.

Price bandMoonshot AIMotif Technologies
Under $0.50/M––
Under $2/MKimi K2.6 thinking 59.4$1.71/M–
Under $10/MKimi K3.1 Pro 66.9$4.00/M–
Any priceKimi K3.1 Pro 66.9$4.00/M–

Line-up

MetricMoonshot AIMotif Technologies
Flagship index66.957.7
Ranked models92
Open-weights models91
Cheapest ranked, $/M$1.00–
Fastest ranked, tok/s121–
Release cadence, days56–
Last release23 Oct 2026–
Next expected25 Nov 2026 – 9 Jan 2027–

Data as of 25 Oct 2026. See Moonshot AI and Motif Technologies in full.