GMICloud vs SiliconFlow: 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

GGMICloud

1.04× typical advantage

7 exact models with complete recent speed data

Lowest token cost

GGMICloud

$0.8826 / 1M

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

Most models available

SSiliconFlow

36 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	GMICloud	SiliconFlow
ZA GLM 5.2Winner · GMICloud z-ai/glm-5.2	GMICloud Blended price $1.68 / 1M 500-token response 19.33 s Response starts 2.08 s Output speed 29.0 tok/s Route uptime 84.73% Context 1M Route gmicloud/fp8	SiliconFlow Blended price $2.232 / 1M 500-token response 20.11 s Response starts 3.44 s Output speed 30.0 tok/s Route uptime 99.96% Context 1M Route siliconflow/fp8
D DeepSeek V4 ProWinner · GMICloud deepseek/deepseek-v4-pro	GMICloud Blended price $1.508 / 1M 500-token response 15.86 s Response starts 3.04 s Output speed 39.0 tok/s Route uptime 95.98% Context 1M Route gmicloud/fp8	SiliconFlow Blended price $2.0461 / 1M 500-token response 23.66 s Response starts 1.92 s Output speed 23.0 tok/s Route uptime 95.13% Context 1M Route siliconflow/fp8
D DeepSeek V4 FlashWinner · SiliconFlow deepseek/deepseek-v4-flash	GMICloud Blended price $0.1307 / 1M 500-token response 16.41 s Response starts 3.25 s Output speed 38.0 tok/s Route uptime 97.59% Context 1M Route gmicloud/fp8	SiliconFlow Blended price $0.18 / 1M 500-token response 11.49 s Response starts 1.69 s Output speed 51.0 tok/s Route uptime 98.57% Context 1M Route siliconflow/fp8
T Hy3 previewWinner · SiliconFlow tencent/hy3-preview	GMICloud Blended price $0.112 / 1M 500-token response 33.63 s Response starts 4.22 s Output speed 17.0 tok/s Route uptime 96.10% Context 262.1K Route gmicloud/bf16	SiliconFlow Blended price $0.1307 / 1M 500-token response 11.16 s Response starts 2.06 s Output speed 55.0 tok/s Route uptime 99.13% Context 262.1K Route siliconflow
ZA GLM 5.1Winner · GMICloud z-ai/glm-5.1	GMICloud Blended price $1.68 / 1M 500-token response 16.87 s Response starts 4.05 s Output speed 39.0 tok/s Route uptime N/a Context 202.8K Route gmicloud/fp8	SiliconFlow Blended price $2.04 / 1M 500-token response 14.79 s Response starts 2.29 s Output speed 40.0 tok/s Route uptime 62.07% Context 204.8K Route siliconflow/fp8
ZA GLM 5Winner · GMICloud z-ai/glm-5	GMICloud Blended price $1.04 / 1M 500-token response 13.63 s Response starts 1.44 s Output speed 41.0 tok/s Route uptime 99.32% Context 202.8K Route gmicloud/fp8	SiliconFlow Blended price $1.4833 / 1M 500-token response 27.28 s Response starts 3.48 s Output speed 21.0 tok/s Route uptime 99.94% Context 204.8K Route siliconflow/fp8
D DeepSeek V3.2Winner · GMICloud deepseek/deepseek-v3.2	GMICloud Blended price $0.3367 / 1M 500-token response 15.69 s Response starts 2.53 s Output speed 38.0 tok/s Route uptime 98.52% Context 163.8K Route gmicloud/fp8	SiliconFlow Blended price $0.3127 / 1M 500-token response 22.45 s Response starts 1.61 s Output speed 24.0 tok/s Route uptime 99.75% Context 163.8K Route siliconflow/fp8
D DeepSeek V3 0324 deepseek/deepseek-chat-v3-0324	GMICloud Blended price $0.5733 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 163.8K Route gmicloud/fp8	SiliconFlow Blended price $0.5 / 1M 500-token response 32.78 s Response starts 1.53 s Output speed 16.0 tok/s Route uptime 97.15% Context 163.8K Route siliconflow/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.