Alibaba Cloud Int. vs StreamLake: 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.

1.10× typical advantage

8 exact models with complete recent speed data

Lowest token cost

SStreamLake

$0.6899 / 1M

8 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.	StreamLake
ZA GLM 5.2Winner · StreamLake 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	StreamLake Blended price $1.6524 / 1M 500-token response 20.26 s Response starts 2.40 s Output speed 28.0 tok/s Route uptime 99.81% Context 1M Route streamlake/fp8
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	StreamLake Blended price $0.9512 / 1M 500-token response 27.98 s Response starts 2.98 s Output speed 20.0 tok/s Route uptime 93.71% Context 1M Route streamlake/fp8
D DeepSeek V4 FlashWinner · StreamLake 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	StreamLake Blended price $0.1288 / 1M 500-token response 13.31 s Response starts 1.94 s Output speed 44.0 tok/s Route uptime 98.66% Context 1M Route streamlake/fp8
Q Qwen3.5 397B A17BWinner · StreamLake 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	StreamLake Blended price $1.6 / 1M 500-token response 9.66 s Response starts 3.70 s Output speed 84.0 tok/s Route uptime 93.14% Context 256K Route streamlake
Q Qwen3 Coder NextWinner · StreamLake 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	StreamLake Blended price $0.42 / 1M 500-token response 14.73 s Response starts 1.22 s Output speed 37.0 tok/s Route uptime 99.47% Context 256K Route streamlake
D DeepSeek V3.2Winner · StreamLake deepseek/deepseek-v3.2	Alibaba Cloud Int. Blended price $0.6175 / 1M 500-token response 28.11 s Response starts 1.79 s Output speed 19.0 tok/s Route uptime 99.18% Context 131.1K Route alibaba	StreamLake Blended price $0.2503 / 1M 500-token response 29.06 s Response starts 1.29 s Output speed 18.0 tok/s Route uptime 99.93% Context 128K Route streamlake/fp8
Q Qwen3 30B A3B Instruct 2507Winner · Alibaba Cloud Int. qwen/qwen3-30b-a3b-instruct-2507	Alibaba Cloud Int. Blended price $0.26 / 1M 500-token response 5.16 s Response starts 0.31 s Output speed 103.0 tok/s Route uptime 100.00% Context 131.1K Route alibaba	StreamLake Blended price $0.0965 / 1M 500-token response 31.92 s Response starts 2.51 s Output speed 17.0 tok/s Route uptime 98.86% Context 128K Route streamlake
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	StreamLake Blended price $0.42 / 1M 500-token response 16.34 s Response starts 0.71 s Output speed 32.0 tok/s Route uptime 99.92% Context 128K Route streamlake

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.