AtlasCloud 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

1.18× typical advantage

13 exact models with complete recent speed data

Lowest token cost

PParasail

$1.2569 / 1M

13 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	AtlasCloud	Parasail
ZA GLM 5.2Winner · Parasail 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	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 Kimi K2.7 CodeWinner · Parasail moonshotai/kimi-k2.7-code	AtlasCloud Blended price $1.9667 / 1M 500-token response 17.69 s Response starts 1.30 s Output speed 30.5 tok/s Route uptime N/a Context 262.1K Route atlas-cloud/int4	Parasail Blended price $1.6733 / 1M 500-token response 14.51 s Response starts 2.01 s Output speed 40.0 tok/s Route uptime 95.80% Context 262.1K Route parasail/int4
M MiniMax M3Winner · Parasail minimax/minimax-m3	AtlasCloud Blended price $0.6 / 1M 500-token response 12.16 s Response starts 1.05 s Output speed 45.0 tok/s Route uptime 97.90% Context 524.3K Route atlas-cloud/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
Q Qwen3.6 35B A3BWinner · Parasail qwen/qwen3.6-35b-a3b	AtlasCloud Blended price $0.4952 / 1M 500-token response 10.42 s Response starts 0.99 s Output speed 53.0 tok/s Route uptime 99.45% Context 262.1K Route atlas-cloud/fp8	Parasail Blended price $0.4333 / 1M 500-token response 5.72 s Response starts 0.45 s Output speed 95.0 tok/s Route uptime 99.89% Context 262.1K Route parasail/fp8
D DeepSeek V4 ProWinner · AtlasCloud 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	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 · AtlasCloud 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	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
M Kimi K2.6Winner · Parasail 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	Parasail Blended price $1.6667 / 1M 500-token response 16.21 s Response starts 1.50 s Output speed 34.0 tok/s Route uptime 99.45% Context 262.1K Route parasail/int4
ZA GLM 5.1Winner · Parasail 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	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 Qwen3.5-35B-A3BWinner · Parasail qwen/qwen3.5-35b-a3b	AtlasCloud Blended price $0.75 / 1M 500-token response 8.30 s Response starts 1.98 s Output speed 79.0 tok/s Route uptime 99.83% Context 262.1K Route atlas-cloud/fp8	Parasail Blended price $0.4333 / 1M 500-token response 11.69 s Response starts 0.82 s Output speed 46.0 tok/s Route uptime 100.00% Context 262.1K Route parasail/fp8
Q Qwen3.5 397B A17BWinner · Parasail 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	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
M MiniMax M2.5Winner · Parasail 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	Parasail Blended price $0.6 / 1M 500-token response 5.17 s Response starts 0.61 s Output speed 109.5 tok/s Route uptime N/a Context 196.6K Route parasail/fp8
ZA GLM 5Winner · AtlasCloud 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	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 2507Winner · Parasail 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	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.