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智谱联合清华等提出ZCube组网架构:大模型推理吞吐提升15%，网络成本削减三分之一

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智谱联合清华等提出ZCube组网架构:大模型推理吞吐提升15%，网络成本削减三分之一

Models

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Grok 4 Fast

Xai

Grok 4 Fast

$1.4

Input tokens/M

$3.5

Output tokens/M

2k

Context Length

Doubao-1.5-pro-32k

Bytedance

Doubao-1.5-pro-32k

$0.8

Input tokens/M

$2

Output tokens/M

128

Context Length

gpt-oss-20b

Openai

gpt-oss-20b

$0.4

Input tokens/M

-

Output tokens/M

128

Context Length

GPT-5

Openai

GPT-5

$8.75

Input tokens/M

$70

Output tokens/M

400

Context Length

Qwen3-235B-A22B-Instruct-2507

Alibaba

Qwen3-235B-A22B-Instruct-2507

$2

Input tokens/M

-

Output tokens/M

64

Context Length

GPT OSS 120B

Openai

GPT OSS 120B

$0.63

Input tokens/M

$3.15

Output tokens/M

131

Context Length

Hunyuan-TurboS-20250716

Tencent

Hunyuan-TurboS-20250716

$0.8

Input tokens/M

$2

Output tokens/M

32

Context Length

Hunyuan-Turbo

Tencent

Hunyuan-Turbo

$2.4

Input tokens/M

$9.6

Output tokens/M

32

Context Length

Gemma 3 12B

Google

Gemma 3 12B

$0.35

Input tokens/M

$0.7

Output tokens/M

131

Context Length

GPT-3.5 Turbo

Openai

GPT-3.5 Turbo

$3.5

Input tokens/M

$10.5

Output tokens/M

16

Context Length

Baichuan-M2-32B

Baichuan

Baichuan-M2-32B

-

Input tokens/M

-

Output tokens/M

32

Context Length

Step-2

Stepfun

Step-2

$38

Input tokens/M

$120

Output tokens/M

16

Context Length

MiniMax Text 01

Minimax

MiniMax Text 01

$1

Input tokens/M

$8

Output tokens/M

128

Context Length

Gemma 2 27B

Google

Gemma 2 27B

-

Input tokens/M

-

Output tokens/M

-

Context Length

GLM-4-AllTools

Chatglm

GLM-4-AllTools

-

Input tokens/M

-

Output tokens/M

128

Context Length

GLM-4

Chatglm

GLM-4

$100

Input tokens/M

$100

Output tokens/M

128

Context Length