GMICloud 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

PParasail

1.54× typical advantage

7 exact models with complete recent speed data

Lowest token cost

GGMICloud

$1.0098 / 1M

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

Most models available

PParasail

35 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	GMICloud	Parasail
ZA GLM 5.2Winner · Parasail 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	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
M MiniMax M3Winner · Parasail minimax/minimax-m3	GMICloud Blended price $0.6 / 1M 500-token response 16.87 s Response starts 2.58 s Output speed 35.0 tok/s Route uptime 98.39% Context 1M Route gmicloud/fp8	Parasail Blended price $0.6 / 1M 500-token response 10.69 s Response starts 0.69 s Output speed 50.0 tok/s Route uptime 97.91% Context 1M Route parasail/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	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 · GMICloud 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	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
X MiMo-V2.5Winner · Parasail xiaomi/mimo-v2.5	GMICloud Blended price $0.1493 / 1M 500-token response 52.57 s Response starts 10.90 s Output speed 12.0 tok/s Route uptime 5.08% Context 1.1M Route gmicloud/fp8	Parasail Blended price $0.1867 / 1M 500-token response 34.07 s Response starts 0.74 s Output speed 15.0 tok/s Route uptime 95.38% Context 1M Route parasail/fp8
ZA GLM 5.1Winner · Parasail 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	Parasail Blended price $2.4 / 1M 500-token response 8.43 s Response starts 2.18 s Output speed 80.0 tok/s Route uptime 85.33% Context 202.8K Route parasail/fp8
Q Qwen3.5 397B A17B qwen/qwen3.5-397b-a17b	GMICloud Blended price $1.6 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 262.1K Route gmicloud/fp8	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
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	Parasail Blended price $1.7333 / 1M 500-token response 19.93 s Response starts 0.70 s Output speed 26.0 tok/s Route uptime 99.15% Context 202.8K Route parasail/fp8
Q Qwen3 235B A22B Instruct 2507 qwen/qwen3-235b-a22b-2507	GMICloud Blended price $0.7 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 262.1K Route gmicloud/fp8	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.