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Same-model provider benchmark

SiliconFlow vs StreamLake: LLM provider comparison

Compare SiliconFlow and StreamLake on 12 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

SiliconFlow

36 indexed models

Headquarters
Singapore
Server regions
United States
Model types
35 text, 1 embeddings

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

1.16× typical advantage

12 exact models with complete recent speed data

Lowest token cost

$0.9216 / 1M

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

Most models available

36 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricSiliconFlowStreamLake
Typical 500-token response23.05 s21.46 s
Typical response start1.91 s2.41 s
Typical output speed23.5 tok/s27.0 tok/s
Blended token price$1.1103 / 1M$0.9216 / 1M
Typical route uptime98.57%99.48%

Visual comparison

Price and performance charts

SiliconFlowStreamLake
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 12 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 12 priced shared models.

Shared text models

12 exact models · newest first

ModelSiliconFlowStreamLake
GLM 5.2Winner · StreamLake

z-ai/glm-5.2

SiliconFlow
Blended price
$2.232 / 1M
500-token response
20.11 s
Response starts
3.44 s
Output speed
30.0 tok/s
Route uptime
99.96%
Context
1M
Route
siliconflow/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
DeepSeek V4 ProWinner · StreamLake

deepseek/deepseek-v4-pro

SiliconFlow
Blended price
$2.0461 / 1M
500-token response
23.66 s
Response starts
1.92 s
Output speed
23.0 tok/s
Route uptime
95.13%
Context
1M
Route
siliconflow/fp8
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
DeepSeek V4 FlashWinner · StreamLake

deepseek/deepseek-v4-flash

SiliconFlow
Blended price
$0.18 / 1M
500-token response
11.49 s
Response starts
1.69 s
Output speed
51.0 tok/s
Route uptime
98.57%
Context
1M
Route
siliconflow/fp8
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
Kimi K2.6Winner · StreamLake

moonshotai/kimi-k2.6

SiliconFlow
Blended price
$1.6467 / 1M
500-token response
37.63 s
Response starts
4.29 s
Output speed
15.0 tok/s
Route uptime
97.23%
Context
262.1K
Route
siliconflow/fp8
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 · SiliconFlow

z-ai/glm-5.1

SiliconFlow
Blended price
$2.04 / 1M
500-token response
14.79 s
Response starts
2.29 s
Output speed
40.0 tok/s
Route uptime
62.07%
Context
204.8K
Route
siliconflow/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
MiniMax M2.5Winner · StreamLake

minimax/minimax-m2.5

SiliconFlow
Blended price
$0.6 / 1M
500-token response
15.44 s
Response starts
1.55 s
Output speed
36.0 tok/s
Route uptime
N/a
Context
196.6K
Route
siliconflow/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
GLM 5Winner · StreamLake

z-ai/glm-5

SiliconFlow
Blended price
$1.4833 / 1M
500-token response
27.28 s
Response starts
3.48 s
Output speed
21.0 tok/s
Route uptime
99.94%
Context
204.8K
Route
siliconflow/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
Kimi K2.5Winner · StreamLake

moonshotai/kimi-k2.5

SiliconFlow
Blended price
$1.05 / 1M
500-token response
28.31 s
Response starts
1.99 s
Output speed
19.0 tok/s
Route uptime
99.21%
Context
262.1K
Route
siliconflow/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
DeepSeek V3.2Winner · SiliconFlow

deepseek/deepseek-v3.2

SiliconFlow
Blended price
$0.3127 / 1M
500-token response
22.45 s
Response starts
1.61 s
Output speed
24.0 tok/s
Route uptime
99.75%
Context
163.8K
Route
siliconflow/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
DeepSeek V3.1 TerminusWinner · StreamLake

deepseek/deepseek-v3.1-terminus

SiliconFlow
Blended price
$0.5133 / 1M
500-token response
31.31 s
Response starts
1.90 s
Output speed
17.0 tok/s
Route uptime
92.60%
Context
163.8K
Route
siliconflow/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
Qwen3 30B A3B Instruct 2507Winner · SiliconFlow

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

SiliconFlow
Blended price
$0.16 / 1M
500-token response
11.57 s
Response starts
1.57 s
Output speed
50.0 tok/s
Route uptime
97.03%
Context
262.1K
Route
siliconflow/fp8
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
R1 0528Winner · StreamLake

deepseek/deepseek-r1-0528

SiliconFlow
Blended price
$1.06 / 1M
500-token response
29.31 s
Response starts
1.53 s
Output speed
18.0 tok/s
Route uptime
99.66%
Context
163.8K
Route
siliconflow/fp8
StreamLake
Blended price
$1.1427 / 1M
500-token response
18.36 s
Response starts
2.73 s
Output speed
32.0 tok/s
Route uptime
100.00%
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.

SiliconFlow vs StreamLake analysis

How SiliconFlow and StreamLake compare for AI inference

SiliconFlow and StreamLake share 12 indexed text models, including GLM 5.2, DeepSeek V4 Pro, DeepSeek V4 Flash, Kimi K2.6, GLM 5.1. StreamLake has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

12 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

12 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

SiliconFlow has 36 indexed models and lists 1 published server region; StreamLake has 20 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.