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Same-model provider benchmark

SiliconFlow vs Wafer: LLM provider comparison

Compare SiliconFlow and Wafer on 3 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

Wafer

3 indexed models

Headquarters
United States
Server regions
N/a
Model types
3 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

1.20× typical advantage

3 exact models with complete recent speed data

Lowest token cost

$1.3733 / 1M

3 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

MetricSiliconFlowWafer
Typical 500-token response20.11 s14.86 s
Typical response start2.29 s3.24 s
Typical output speed30.0 tok/s37.0 tok/s
Blended token price$1.4951 / 1M$1.3733 / 1M
Typical route uptime99.95%99.81%

Visual comparison

Price and performance charts

SiliconFlowWafer
500-token response by shared model

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

Wafer has the lower typical same-model response ratio across 3 measured models.

Blended token price by shared model

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

Wafer has the lower typical price ratio across 3 priced shared models.

Shared text models

3 exact models · newest first

ModelSiliconFlowWafer
GLM 5.2Winner · Wafer

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
Wafer
Blended price
$2.1667 / 1M
500-token response
16.76 s
Response starts
3.24 s
Output speed
37.0 tok/s
Route uptime
99.81%
Context
1M
Route
wafer/fp4
GLM 5.1Winner · Wafer

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
Wafer
Blended price
$1.7333 / 1M
500-token response
13.12 s
Response starts
4.78 s
Output speed
60.0 tok/s
Route uptime
77.07%
Context
202.8K
Route
wafer/fp4
Gemma 4 26B A4BWinner · Wafer

google/gemma-4-26b-a4b-it

SiliconFlow
Blended price
$0.2133 / 1M
500-token response
21.58 s
Response starts
1.58 s
Output speed
25.0 tok/s
Route uptime
99.95%
Context
262.1K
Route
siliconflow/fp8
Wafer
Blended price
$0.22 / 1M
500-token response
14.86 s
Response starts
0.57 s
Output speed
35.0 tok/s
Route uptime
99.97%
Context
262.1K
Route
wafer/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 . Values use one deterministic route per provider and model; missing measurements remain visible as N/a.

SiliconFlow vs Wafer analysis

How SiliconFlow and Wafer compare for AI inference

SiliconFlow and Wafer share 3 indexed text models, including GLM 5.2, GLM 5.1, Gemma 4 26B A4B. Wafer has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

3 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

3 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; Wafer has 3 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.