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Same-model provider benchmark

Phala vs StreamLake: LLM provider comparison

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

Phala

18 indexed models

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

StreamLake

20 indexed models

Headquarters
China
Server regions
N/a
Model types
20 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

1.22× typical advantage

10 exact models with complete recent speed data

Lowest token cost

$1.0772 / 1M

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

Most models available

20 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricPhalaStreamLake
Typical 500-token response22.33 s21.84 s
Typical response start2.47 s2.41 s
Typical output speed25.0 tok/s27.0 tok/s
Blended token price$1.531 / 1M$1.0772 / 1M
Typical route uptime94.22%99.87%

Visual comparison

Price and performance charts

PhalaStreamLake
500-token response by shared model

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

StreamLake 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.

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

Shared text models

10 exact models · newest first

ModelPhalaStreamLake
GLM 5.2Winner · StreamLake

z-ai/glm-5.2

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
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
Kimi K2.6Winner · StreamLake

moonshotai/kimi-k2.6

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
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
GLM 5.1Winner · StreamLake

z-ai/glm-5.1

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
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
Qwen3.5 397B A17BWinner · StreamLake

qwen/qwen3.5-397b-a17b

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
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
MiniMax M2.5Winner · StreamLake

minimax/minimax-m2.5

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
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
GLM 5Winner · StreamLake

z-ai/glm-5

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
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
Kimi K2.5Winner · StreamLake

moonshotai/kimi-k2.5

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
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
GLM 4.7Winner · StreamLake

z-ai/glm-4.7

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
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
DeepSeek V3.2Winner · StreamLake

deepseek/deepseek-v3.2

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
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

qwen/qwen3-30b-a3b-instruct-2507

Phala
Blended price
$0.2833 / 1M
500-token response
7.74 s
Response starts
0.99 s
Output speed
74.0 tok/s
Route uptime
N/a
Context
262.1K
Route
phala
StreamLake
Blended price
$0.0965 / 1M
500-token response
31.92 s
Response starts
2.51 s
Output speed
17.0 tok/s
Route uptime
98.86%
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 . Values use one deterministic route per provider and model; missing measurements remain visible as N/a.

Phala vs StreamLake analysis

How Phala and StreamLake compare for AI inference

Phala and StreamLake share 10 indexed text models, including GLM 5.2, Kimi K2.6, GLM 5.1, Qwen3.5 397B A17B, MiniMax M2.5. StreamLake 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

Phala has 18 indexed models and lists no published server regions; StreamLake has 20 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.