Alibaba Cloud Int. vs Parasail: 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.

1.42× typical advantage

10 exact models with complete recent speed data

Lowest token cost

ACAlibaba Cloud Int.

$0.7841 / 1M

10 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.	Parasail
ZA GLM 5.2Winner · Parasail 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	Parasail Blended price $2.4 / 1M 500-token response 8.10 s Response starts 0.96 s Output speed 70.0 tok/s Route uptime 98.80% Context 262.1K Route parasail/fp4
D DeepSeek V4 ProWinner · Alibaba Cloud Int. deepseek/deepseek-v4-pro	Alibaba Cloud Int. Blended price $1.888 / 1M 500-token response 11.64 s Response starts 1.44 s Output speed 49.0 tok/s Route uptime 99.78% Context 1M Route alibaba	Parasail Blended price $2.32 / 1M 500-token response 28.29 s Response starts 0.51 s Output speed 18.0 tok/s Route uptime 99.70% Context 1M Route parasail/fp8
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	Parasail Blended price $0.1867 / 1M 500-token response 13.46 s Response starts 0.64 s Output speed 39.0 tok/s Route uptime 98.69% Context 1M Route parasail/fp8
Q Qwen3.5-35B-A3BWinner · Alibaba Cloud Int. qwen/qwen3.5-35b-a3b	Alibaba Cloud Int. Blended price $0.5417 / 1M 500-token response 4.44 s Response starts 0.65 s Output speed 132.0 tok/s Route uptime 99.89% Context 262.1K Route alibaba	Parasail Blended price $0.4333 / 1M 500-token response 11.69 s Response starts 0.82 s Output speed 46.0 tok/s Route uptime 100.00% Context 262.1K Route parasail/fp8
Q Qwen3.5 397B A17BWinner · Parasail qwen/qwen3.5-397b-a17b	Alibaba Cloud Int. Blended price $1.04 / 1M 500-token response 32.41 s Response starts 1.16 s Output speed 16.0 tok/s Route uptime 99.97% Context 262.1K Route alibaba	Parasail Blended price $1.5333 / 1M 500-token response 9.08 s Response starts 0.75 s Output speed 60.0 tok/s Route uptime 87.58% Context 262.1K Route parasail/fp8
Q Qwen3 Coder NextWinner · Parasail qwen/qwen3-coder-next	Alibaba Cloud Int. Blended price $0.7 / 1M 500-token response 32.17 s Response starts 0.92 s Output speed 16.0 tok/s Route uptime N/a Context 262.1K Route alibaba	Parasail Blended price $0.3467 / 1M 500-token response 12.42 s Response starts 1.05 s Output speed 44.0 tok/s Route uptime 100.00% Context 262.1K Route parasail/bf16
Q Qwen3 VL 8B InstructWinner · Alibaba Cloud Int. qwen/qwen3-vl-8b-instruct	Alibaba Cloud Int. Blended price $0.2297 / 1M 500-token response 7.22 s Response starts 0.38 s Output speed 73.0 tok/s Route uptime 99.97% Context 131.1K Route alibaba	Parasail Blended price $0.4167 / 1M 500-token response 18.03 s Response starts 0.79 s Output speed 29.0 tok/s Route uptime 99.85% Context 262.1K Route parasail/bf16
Q Qwen3 VL 235B A22B InstructWinner · Alibaba Cloud Int. qwen/qwen3-vl-235b-a22b-instruct	Alibaba Cloud Int. Blended price $0.52 / 1M 500-token response 18.57 s Response starts 0.71 s Output speed 28.0 tok/s Route uptime 100.00% Context 131.1K Route alibaba	Parasail Blended price $0.7733 / 1M 500-token response 26.12 s Response starts 1.12 s Output speed 20.0 tok/s Route uptime 99.69% Context 131.1K Route parasail/fp8
Q Qwen3 Next 80B A3B InstructWinner · Alibaba Cloud Int. qwen/qwen3-next-80b-a3b-instruct	Alibaba Cloud Int. Blended price $0.325 / 1M 500-token response 5.67 s Response starts 0.67 s Output speed 100.0 tok/s Route uptime 100.00% Context 131.1K Route alibaba	Parasail Blended price $0.4333 / 1M 500-token response 8.15 s Response starts 0.80 s Output speed 68.0 tok/s Route uptime 99.93% Context 262.1K Route parasail/fp8
Q Qwen3 235B A22B Instruct 2507Winner · Alibaba Cloud Int. qwen/qwen3-235b-a22b-2507	Alibaba Cloud Int. Blended price $0.299 / 1M 500-token response 10.46 s Response starts 0.46 s Output speed 50.0 tok/s Route uptime 99.97% Context 131.1K Route alibaba	Parasail Blended price $0.36 / 1M 500-token response 16.05 s Response starts 0.42 s Output speed 32.0 tok/s Route uptime 99.90% Context 131.1K Route parasail/fp8

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.