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Same-model provider benchmark

AtlasCloud vs Phala: LLM provider comparison

Compare AtlasCloud and Phala on 10 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

AtlasCloud

31 indexed models

Headquarters
United States
Server regions
N/a
Model types
26 text, 5 video

Phala

18 indexed models

Headquarters
United States
Server regions
N/a
Model types
18 text

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

1.32× typical advantage

10 exact models with complete recent speed data

Lowest token cost

$1.3423 / 1M

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

Most models available

31 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricAtlasCloudPhala
Typical 500-token response19.52 s22.33 s
Typical response start2.11 s2.47 s
Typical output speed28.5 tok/s25.0 tok/s
Blended token price$1.3423 / 1M$1.6027 / 1M
Typical route uptime99.36%97.83%

Visual comparison

Price and performance charts

AtlasCloudPhala
500-token response by shared model

Estimated seconds using recent median response-start and output-speed data. Lower is better.

AtlasCloud has the lower typical same-model response ratio across 10 measured models.

Blended token price by shared model

USD per 1 million tokens using a 1,000-input/500-output mix. Lower is better.

AtlasCloud has the lower typical price ratio across 10 priced shared models.

Shared text models

10 exact models · newest first

ModelAtlasCloudPhala
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
Phala
Blended price
$2.4 / 1M
500-token response
16.81 s
Response starts
2.10 s
Output speed
34.0 tok/s
Route uptime
86.82%
Context
1M
Route
phala
Kimi K2.6Winner · AtlasCloud

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
Phala
Blended price
$2.26 / 1M
500-token response
27.84 s
Response starts
2.84 s
Output speed
20.0 tok/s
Route uptime
N/a
Context
262.1K
Route
phala
GLM 5.1Winner · AtlasCloud

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
Phala
Blended price
$2.2067 / 1M
500-token response
38.16 s
Response starts
22.53 s
Output speed
32.0 tok/s
Route uptime
N/a
Context
202.8K
Route
phala
Qwen3.5-27BWinner · Phala

qwen/qwen3.5-27b

AtlasCloud
Blended price
$0.9 / 1M
500-token response
32.25 s
Response starts
5.93 s
Output speed
19.0 tok/s
Route uptime
99.94%
Context
262.1K
Route
atlas-cloud/fp8
Phala
Blended price
$1 / 1M
500-token response
18.65 s
Response starts
1.99 s
Output speed
30.0 tok/s
Route uptime
97.83%
Context
262.1K
Route
phala
Qwen3.5 397B A17BWinner · AtlasCloud

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
Phala
Blended price
$1.5333 / 1M
500-token response
28.75 s
Response starts
3.75 s
Output speed
20.0 tok/s
Route uptime
99.36%
Context
262.1K
Route
phala
MiniMax M2.5Winner · AtlasCloud

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
Phala
Blended price
$0.5933 / 1M
500-token response
15.91 s
Response starts
2.02 s
Output speed
36.0 tok/s
Route uptime
N/a
Context
196.6K
Route
phala
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
Phala
Blended price
$1.9667 / 1M
500-token response
22.96 s
Response starts
2.96 s
Output speed
25.0 tok/s
Route uptime
N/a
Context
202.8K
Route
phala
Kimi K2.5Winner · AtlasCloud

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
Phala
Blended price
$1.4 / 1M
500-token response
21.68 s
Response starts
1.68 s
Output speed
25.0 tok/s
Route uptime
89.90%
Context
262.1K
Route
phala
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
Phala
Blended price
$1.6667 / 1M
500-token response
21.70 s
Response starts
1.70 s
Output speed
25.0 tok/s
Route uptime
N/a
Context
131.1K
Route
phala
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
Phala
Blended price
$1 / 1M
500-token response
66.48 s
Response starts
3.98 s
Output speed
8.0 tok/s
Route uptime
98.54%
Context
163.8K
Route
phala

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 . Values use one deterministic route per provider and model; missing measurements remain visible as N/a.

AtlasCloud vs Phala analysis

How AtlasCloud and Phala compare for AI inference

AtlasCloud and Phala share 10 indexed text models, including GLM 5.2, Kimi K2.6, GLM 5.1, Qwen3.5-27B, Qwen3.5 397B A17B. AtlasCloud has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

10 shared models currently have complete response-start and output-speed measurements on both providers. The speed comparison uses per-model ratios before taking the median, so naturally faster model catalogs do not improve the result.

Token pricing on one workload

10 shared models have complete input and output prices on both providers. Prices use the same 1,000-input/500-output-token mix and are normalized to one million tokens for readability.

Catalog and deployment differences

AtlasCloud has 31 indexed models and lists no published server regions; Phala has 18 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.