DeepInfra vs GMICloud: 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

1.15× typical advantage

11 exact models with complete recent speed data

Lowest token cost

GGMICloud

$0.8106 / 1M

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

Most models available

DDeepInfra

87 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	DeepInfra	GMICloud
T Hy3Winner · DeepInfra tencent/hy3	DeepInfra Blended price $0.2867 / 1M 500-token response 13.21 s Response starts 0.71 s Output speed 40.0 tok/s Route uptime 99.77% Context 262.1K Route deepinfra/fp8	GMICloud Blended price $0.2867 / 1M 500-token response 31.55 s Response starts 2.14 s Output speed 17.0 tok/s Route uptime 99.92% Context 262.1K Route gmicloud/bf16
ZA GLM 5.2Winner · GMICloud z-ai/glm-5.2	DeepInfra Blended price $1.62 / 1M 500-token response 42.37 s Response starts 0.70 s Output speed 12.0 tok/s Route uptime N/a Context 1M Route deepinfra/fp4	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
M MiniMax M3Winner · GMICloud minimax/minimax-m3	DeepInfra Blended price $0.6 / 1M 500-token response 24.78 s Response starts 0.97 s Output speed 21.0 tok/s Route uptime 98.34% Context 524.3K Route deepinfra/bf16	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
D DeepSeek V4 ProWinner · GMICloud deepseek/deepseek-v4-pro	DeepInfra Blended price $1.7333 / 1M 500-token response 18.19 s Response starts 0.94 s Output speed 29.0 tok/s Route uptime 98.79% Context 1M Route deepinfra/fp4	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
D DeepSeek V4 FlashWinner · GMICloud deepseek/deepseek-v4-flash	DeepInfra Blended price $0.12 / 1M 500-token response 20.36 s Response starts 1.13 s Output speed 26.0 tok/s Route uptime 99.43% Context 1M Route deepinfra/fp4	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
X MiMo-V2.5-ProWinner · DeepInfra xiaomi/mimo-v2.5-pro	DeepInfra Blended price $1.6667 / 1M 500-token response 10.84 s Response starts 0.64 s Output speed 49.0 tok/s Route uptime 89.51% Context 1M Route deepinfra/fp8	GMICloud Blended price $0.464 / 1M 500-token response 41.59 s Response starts 4.55 s Output speed 13.5 tok/s Route uptime N/a Context 1.1M Route gmicloud/bf16
X MiMo-V2.5Winner · GMICloud xiaomi/mimo-v2.5	DeepInfra Blended price $0.9333 / 1M 500-token response 10.57 s Response starts 0.37 s Output speed 49.0 tok/s Route uptime 98.97% Context 262.1K Route deepinfra/bf16	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
ZA GLM 5.1Winner · GMICloud z-ai/glm-5.1	DeepInfra Blended price $1.8667 / 1M 500-token response 18.81 s Response starts 1.57 s Output speed 29.0 tok/s Route uptime 99.92% Context 202.8K Route deepinfra/fp4	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
M MiniMax M2.7Winner · DeepInfra minimax/minimax-m2.7	DeepInfra Blended price $0.5 / 1M 500-token response 16.88 s Response starts 0.75 s Output speed 31.0 tok/s Route uptime 98.77% Context 196.6K Route deepinfra/fp8	GMICloud Blended price $0.6 / 1M 500-token response 19.28 s Response starts 2.61 s Output speed 30.0 tok/s Route uptime 98.00% Context 196.6K Route gmicloud/fp8
Q Qwen3.5 397B A17B qwen/qwen3.5-397b-a17b	DeepInfra Blended price $1.3 / 1M 500-token response 14.53 s Response starts 0.64 s Output speed 36.0 tok/s Route uptime 79.03% Context 262.1K Route deepinfra/fp8	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
ZA GLM 5Winner · GMICloud z-ai/glm-5	DeepInfra Blended price $1.0933 / 1M 500-token response 21.01 s Response starts 1.01 s Output speed 25.0 tok/s Route uptime 99.79% Context 202.8K Route deepinfra/fp4	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
D DeepSeek V3.2Winner · GMICloud deepseek/deepseek-v3.2	DeepInfra Blended price $0.3 / 1M 500-token response 42.39 s Response starts 0.73 s Output speed 12.0 tok/s Route uptime 83.26% Context 163.8K Route deepinfra/fp4	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
Q Qwen3 235B A22B Instruct 2507 qwen/qwen3-235b-a22b-2507	DeepInfra Blended price $0.2433 / 1M 500-token response 26.72 s Response starts 0.40 s Output speed 19.0 tok/s Route uptime 98.78% Context 262.1K Route deepinfra/fp8	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
D DeepSeek V3 0324 deepseek/deepseek-chat-v3-0324	DeepInfra Blended price $0.46 / 1M 500-token response 40.43 s Response starts 4.72 s Output speed 14.0 tok/s Route uptime 45.26% Context 163.8K Route deepinfra/fp4	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

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.