AtlasCloud vs StreamLake: 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

AAtlasCloud

1.14× typical advantage

14 exact models with complete recent speed data

Lowest token cost

SStreamLake

$0.9533 / 1M

14 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	StreamLake
ZA GLM 5.2Winner · AtlasCloud 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	StreamLake Blended price $1.6524 / 1M 500-token response 20.26 s Response starts 2.40 s Output speed 28.0 tok/s Route uptime 99.81% Context 1M Route streamlake/fp8
D DeepSeek V4 ProWinner · StreamLake 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	StreamLake Blended price $0.9512 / 1M 500-token response 27.98 s Response starts 2.98 s Output speed 20.0 tok/s Route uptime 93.71% Context 1M Route streamlake/fp8
D DeepSeek V4 FlashWinner · StreamLake 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	StreamLake Blended price $0.1288 / 1M 500-token response 13.31 s Response starts 1.94 s Output speed 44.0 tok/s Route uptime 98.66% Context 1M Route streamlake/fp8
M Kimi K2.6Winner · StreamLake 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	StreamLake Blended price $1.77 / 1M 500-token response 23.14 s Response starts 3.91 s Output speed 26.0 tok/s Route uptime 97.94% Context 256K Route streamlake/fp8
ZA GLM 5.1Winner · StreamLake 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	StreamLake Blended price $1.656 / 1M 500-token response 25.14 s Response starts 2.42 s Output speed 22.0 tok/s Route uptime 96.76% Context 200K Route streamlake/fp8
K KAT-Coder-Pro V2Winner · StreamLake kwaipilot/kat-coder-pro-v2	AtlasCloud Blended price $0.6 / 1M 500-token response 13.21 s Response starts 1.01 s Output speed 41.0 tok/s Route uptime N/a Context 262.1K Route atlas-cloud/fp8	StreamLake Blended price $0.6 / 1M 500-token response 9.74 s Response starts 0.65 s Output speed 55.0 tok/s Route uptime N/a Context 256K Route streamlake
Q Qwen3.5 397B A17BWinner · StreamLake qwen/qwen3.5-397b-a17b	AtlasCloud Blended price $1.5333 / 1M 500-token response 10.68 s Response starts 2.62 s Output speed 62.0 tok/s Route uptime 99.36% Context 262.1K Route atlas-cloud/fp8	StreamLake Blended price $1.6 / 1M 500-token response 9.66 s Response starts 3.70 s Output speed 84.0 tok/s Route uptime 93.14% Context 256K Route streamlake
M MiniMax M2.5Winner · StreamLake minimax/minimax-m2.5	AtlasCloud Blended price $0.5967 / 1M 500-token response 7.97 s Response starts 1.12 s Output speed 73.0 tok/s Route uptime N/a Context 196.6K Route atlas-cloud/fp8	StreamLake Blended price $0.54 / 1M 500-token response 6.53 s Response starts 0.72 s Output speed 86.0 tok/s Route uptime N/a Context 200K Route streamlake
ZA GLM 5Winner · StreamLake 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	StreamLake Blended price $1.04 / 1M 500-token response 20.53 s Response starts 3.87 s Output speed 30.0 tok/s Route uptime 99.48% Context 198K Route streamlake/fp8
M Kimi K2.5Winner · StreamLake moonshotai/kimi-k2.5	AtlasCloud Blended price $1.16 / 1M 500-token response 19.36 s Response starts 2.12 s Output speed 29.0 tok/s Route uptime 98.85% Context 262.1K Route atlas-cloud/int4	StreamLake Blended price $1.26 / 1M 500-token response 17.54 s Response starts 1.41 s Output speed 31.0 tok/s Route uptime 100.00% Context 256K Route streamlake/fp8
ZA GLM 4.7Winner · AtlasCloud z-ai/glm-4.7	AtlasCloud Blended price $0.9633 / 1M 500-token response 19.68 s Response starts 1.82 s Output speed 28.0 tok/s Route uptime 92.66% Context 202.8K Route atlas-cloud/fp8	StreamLake Blended price $0.9067 / 1M 500-token response 26.91 s Response starts 1.91 s Output speed 20.0 tok/s Route uptime 78.91% Context 200K Route streamlake/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	StreamLake Blended price $0.2503 / 1M 500-token response 29.06 s Response starts 1.29 s Output speed 18.0 tok/s Route uptime 99.93% Context 128K Route streamlake/fp8
D DeepSeek V3.1 TerminusWinner · AtlasCloud deepseek/deepseek-v3.1-terminus	AtlasCloud Blended price $0.5167 / 1M 500-token response 15.29 s Response starts 1.40 s Output speed 36.0 tok/s Route uptime 99.92% Context 131.1K Route atlas-cloud/fp8	StreamLake Blended price $0.5712 / 1M 500-token response 22.39 s Response starts 1.56 s Output speed 24.0 tok/s Route uptime 100.00% Context 128K Route streamlake
Q Qwen3 235B A22B Instruct 2507Winner · StreamLake qwen/qwen3-235b-a22b-2507	AtlasCloud Blended price $0.4267 / 1M 500-token response 17.42 s Response starts 1.29 s Output speed 31.0 tok/s Route uptime 99.97% Context 131.1K Route atlas-cloud/fp8	StreamLake Blended price $0.42 / 1M 500-token response 16.34 s Response starts 0.71 s Output speed 32.0 tok/s Route uptime 99.92% Context 128K Route streamlake

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.