AtlasCloud vs Baidu Qianfan: 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

BQBaidu Qianfan

1.33× typical advantage

7 exact models with complete recent speed data

Lowest token cost

BQBaidu Qianfan

$1.0826 / 1M

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

Most models available

AAtlasCloud

31 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	AtlasCloud	Baidu Qianfan
ZA GLM 5.2Winner · Baidu Qianfan z-ai/glm-5.2	AtlasCloud Blended price $2.16 / 1M 500-token response 15.37 s Response starts 1.86 s Output speed 37.0 tok/s Route uptime 98.60% Context 1M Route atlas-cloud/fp8	Baidu Qianfan Blended price $1.67 / 1M 500-token response 11.25 s Response starts 1.05 s Output speed 49.0 tok/s Route uptime 99.53% Context 1M Route baidu/fp8
D DeepSeek V4 ProWinner · Baidu Qianfan deepseek/deepseek-v4-pro	AtlasCloud Blended price $2.2467 / 1M 500-token response 16.69 s Response starts 2.40 s Output speed 35.0 tok/s Route uptime 93.58% Context 1M Route atlas-cloud/fp4	Baidu Qianfan Blended price $0.9937 / 1M 500-token response 12.62 s Response starts 1.26 s Output speed 44.0 tok/s Route uptime 98.14% Context 1M Route baidu/fp8
D DeepSeek V4 FlashWinner · Baidu Qianfan deepseek/deepseek-v4-flash	AtlasCloud Blended price $0.1867 / 1M 500-token response 11.42 s Response starts 1.61 s Output speed 51.0 tok/s Route uptime 99.60% Context 1M Route atlas-cloud/fp4	Baidu Qianfan Blended price $0.1311 / 1M 500-token response 7.67 s Response starts 0.72 s Output speed 72.0 tok/s Route uptime 99.77% Context 1M Route baidu/fp8
M Kimi K2.6Winner · Baidu Qianfan moonshotai/kimi-k2.6	AtlasCloud Blended price $1.9667 / 1M 500-token response 23.39 s Response starts 4.16 s Output speed 26.0 tok/s Route uptime 96.35% Context 262.1K Route atlas-cloud/int4	Baidu Qianfan Blended price $1.596 / 1M 500-token response 14.79 s Response starts 0.90 s Output speed 36.0 tok/s Route uptime 99.34% Context 262.1K Route baidu/fp4
ZA GLM 5.1Winner · Baidu Qianfan z-ai/glm-5.1	AtlasCloud Blended price $2.16 / 1M 500-token response 22.49 s Response starts 3.26 s Output speed 26.0 tok/s Route uptime 85.25% Context 202.8K Route atlas-cloud/fp8	Baidu Qianfan Blended price $1.68 / 1M 500-token response 16.87 s Response starts 1.24 s Output speed 32.0 tok/s Route uptime 79.26% Context 202.8K Route baidu/fp8
ZA GLM 5Winner · Baidu Qianfan z-ai/glm-5	AtlasCloud Blended price $1.6833 / 1M 500-token response 15.44 s Response starts 2.10 s Output speed 37.5 tok/s Route uptime 99.79% Context 202.8K Route atlas-cloud/fp8	Baidu Qianfan Blended price $1.2133 / 1M 500-token response 13.46 s Response starts 0.96 s Output speed 40.0 tok/s Route uptime 99.35% Context 202.8K Route baidu/fp8
D DeepSeek V3.2Winner · AtlasCloud deepseek/deepseek-v3.2	AtlasCloud Blended price $0.3 / 1M 500-token response 23.21 s Response starts 1.47 s Output speed 23.0 tok/s Route uptime 99.94% Context 163.8K Route atlas-cloud/fp8	Baidu Qianfan Blended price $0.294 / 1M 500-token response 27.36 s Response starts 1.04 s Output speed 19.0 tok/s Route uptime 100.00% Context 131.1K Route baidu/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.