BenchLeader

Alibaba vs Moonshot AI

Verdict
  • Moonshot AI's flagship leads: Kimi K3 at 66.5 vs Qwen3 8 at 63.9.
  • Moonshot AI has the better model in 3 of 4 price bands.
  • Alibaba's fastest ranked model (Qwen3.5 Omni Flash, 235 tok/s) beats Moonshot AI's (Kimi K2 Thinking, 119 tok/s).
  • Alibaba publishes more open-weights models (44 vs 7).
  • Alibaba ships more often: one model every 6 days against every 82.

Best model per price band

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

Price bandAlibabaMoonshot AI
Under $0.50/MQwen3.8-Flash-Next 59.3$0.230/M
Under $2/MQwen3.7 Plus 59.7$1.13/MKimi K2.6 60.6$1.71/M
Under $10/MQwen3 8 max 63.9$2.67/MKimi K3 66.5$6.00/M
Any priceQwen3 8 max 63.9$2.67/MKimi K3 66.5$6.00/M

Line-up

MetricAlibabaMoonshot AI
Flagship index63.966.5
Ranked models448
Open-weights models447
Cheapest ranked, $/M$0.030$1.07
Fastest ranked, tok/s235119
Release cadence, days682
Last release26 Aug 202616 Jul 2026
Next expected29 Aug 2026 – 3 Sept 20263 Sept 2026 – 7 Nov 2026

Data as of 9 Sept 2026. See Alibaba and Moonshot AI in full.