Alibaba Cloud Int. vs Morph: LLM provider comparison

At a glance

Metric winners

There is no overall score. Each winner answers one specific question using only directly comparable data.

Fastest on shared models

ACAlibaba Cloud Int.

1.49× typical advantage

3 exact models with complete recent speed data

Lowest token cost

MMorph

$1.0927 / 1M

3 exact models using a 1K-input/500-output mix

Most models available

ACAlibaba Cloud Int.

48 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	Alibaba Cloud Int.	Morph
ZA GLM 5.2Winner · Alibaba Cloud Int. z-ai/glm-5.2	Alibaba Cloud Int. Blended price $2.1192 / 1M 500-token response 17.65 s Response starts 1.52 s Output speed 31.0 tok/s Route uptime 99.88% Context 1M Route alibaba	Morph Blended price $2.1 / 1M 500-token response 29.37 s Response starts 1.59 s Output speed 18.0 tok/s Route uptime 97.06% Context 1M Route morph
Q Qwen3.6 27BWinner · Morph qwen/qwen3.6-27b	Alibaba Cloud Int. Blended price $1.2 / 1M 500-token response 25.88 s Response starts 0.88 s Output speed 20.0 tok/s Route uptime 99.64% Context 262.1K Route alibaba	Morph Blended price $0.9927 / 1M 500-token response 25.82 s Response starts 0.82 s Output speed 20.0 tok/s Route uptime 99.78% Context 131.1K Route morph
D DeepSeek V4 FlashWinner · Alibaba Cloud Int. deepseek/deepseek-v4-flash	Alibaba Cloud Int. Blended price $0.1787 / 1M 500-token response 12.56 s Response starts 1.69 s Output speed 46.0 tok/s Route uptime 99.67% Context 1M Route alibaba	Morph Blended price $0.1853 / 1M 500-token response 18.68 s Response starts 0.82 s Output speed 28.0 tok/s Route uptime 97.93% Context 1M Route morph

A per-model winner combines blended price and estimated 500-token response time with equal proportional weight. Ties and rows missing either measurement receive no badge. Comparison data calculated Jul 16, 2026, 8:19 AM UTC. Values use one deterministic route per provider and model; missing measurements remain visible as N/a.