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Same-model provider benchmark

Baidu Qianfan vs Parasail: LLM provider comparison

Compare Baidu Qianfan and Parasail on 6 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

Baidu Qianfan

7 indexed models

Headquarters
China
Server regions
N/a
Model types
7 text

Parasail

35 indexed models

Headquarters
United States
Server regions
N/a
Model types
34 text, 1 embeddings

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

1.26× typical advantage

6 exact models with complete recent speed data

Lowest token cost

$1.214 / 1M

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

Most models available

35 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricBaidu QianfanParasail
Typical 500-token response13.04 s14.83 s
Typical response start1.01 s0.83 s
Typical output speed42.0 tok/s36.5 tok/s
Blended token price$1.214 / 1M$1.7844 / 1M
Typical route uptime99.35%98.98%

Visual comparison

Price and performance charts

Baidu QianfanParasail
500-token response by shared model

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

Baidu Qianfan has the lower typical same-model response ratio across 6 measured models.

Blended token price by shared model

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

Baidu Qianfan has the lower typical price ratio across 6 priced shared models.

Shared text models

6 exact models · newest first

ModelBaidu QianfanParasail
GLM 5.2Winner · Baidu Qianfan

z-ai/glm-5.2

Baidu Qianfan
Blended price
$1.67 / 1M
500-token response
11.25 s
Response starts
1.05 s
Output speed
49.0 tok/s
Route uptime
99.53%
Context
1M
Route
baidu/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
DeepSeek V4 ProWinner · Baidu Qianfan

deepseek/deepseek-v4-pro

Baidu Qianfan
Blended price
$0.9937 / 1M
500-token response
12.62 s
Response starts
1.26 s
Output speed
44.0 tok/s
Route uptime
98.14%
Context
1M
Route
baidu/fp8
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
DeepSeek V4 FlashWinner · Baidu Qianfan

deepseek/deepseek-v4-flash

Baidu Qianfan
Blended price
$0.1311 / 1M
500-token response
7.67 s
Response starts
0.72 s
Output speed
72.0 tok/s
Route uptime
99.77%
Context
1M
Route
baidu/fp8
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
Kimi K2.6Winner · Baidu Qianfan

moonshotai/kimi-k2.6

Baidu Qianfan
Blended price
$1.596 / 1M
500-token response
14.79 s
Response starts
0.90 s
Output speed
36.0 tok/s
Route uptime
99.34%
Context
262.1K
Route
baidu/fp4
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
GLM 5.1Winner · Parasail

z-ai/glm-5.1

Baidu Qianfan
Blended price
$1.68 / 1M
500-token response
16.87 s
Response starts
1.24 s
Output speed
32.0 tok/s
Route uptime
79.26%
Context
202.8K
Route
baidu/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
GLM 5Winner · Baidu Qianfan

z-ai/glm-5

Baidu Qianfan
Blended price
$1.2133 / 1M
500-token response
13.46 s
Response starts
0.96 s
Output speed
40.0 tok/s
Route uptime
99.35%
Context
202.8K
Route
baidu/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

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.

Baidu Qianfan vs Parasail analysis

How Baidu Qianfan and Parasail compare for AI inference

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

Same-model speed evidence

6 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

6 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

Baidu Qianfan has 7 indexed models and lists no published server regions; Parasail has 35 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.