并行科技 offers a range of high-performance computing and AI infrastructure services. Key capabilities include GPU cloud servers, bare metal servers, GPU high-performance computing pools, and GPU container cloud for AI development. The MaaS platform covers text dialogue, visual understanding, image generation, and vectorization models. Services extend to parallel file storage (ParaFS), object storage, and Prometheus monitoring. Industry solutions target manufacturing, AI, earth sciences, life sciences, and education, with options for SaaS, hybrid cloud, and full-cloud deployments. Use cases include large-scale model training, online inference, numerical forecasting, and industrial software SaaS transformation.

Model

Input ($/M)

Output ($/M)

Audit

Speed

Latency

GLM-Z1-Flash

—

77.0 t/s

0.68 s

MiniMax-M2.5

—

42.9 t/s

2.19 s

Qwen3-235B-A22B-Thinking-2507

—

48.0 t/s

13.71 s

Qwen3-32B

—

27.0 t/s

39.79 s

DeepSeek-R1-0528

—

34.2 t/s

13.82 s

Time

Model

Speed

Latency

Mar 21, 11:28 AM

GLM-Z1-Flash

76.98 tok/s

0.68s

Feb 27, 10:49 AM

MiniMax-M2.5

42.92 tok/s

2.19s

Sep 25, 02:52 PM

Qwen3-32B

38.62 tok/s

18.85s

Sep 25, 05:44 AM

DeepSeek-R1-0528

26.41 tok/s

21.19s

Sep 25, 05:39 AM

Qwen3-32B

33.42 tok/s

24.08s

Sep 25, 05:33 AM

Qwen3-235B-A22B-Thinking-2507

48.00 tok/s

13.71s

Aug 13, 01:55 PM

DeepSeek-R1-0528

34.88 tok/s

13.67s

Jul 23, 05:47 AM

DeepSeek-R1-0528

27.17 tok/s

19.96s

Jun 25, 08:47 AM

DeepSeek-R1-0528

48.24 tok/s

0.47s

May 19, 03:37 AM

Qwen3-32B

8.97 tok/s

76.44s

Provider

Why compare

Models

Free

Avg price

Speed

30d uptime

并行科技

llmapi-paratera-com

Provides high-performance computing (HPC) and AI infrastructure services, including GPU cloud servers, MaaS platforms, and industry-specific solutions.

Current provider baseline

N/A

39 tok/s

0.5%

OpenRouter

openrouter

A unified API interface providing access to over 300 models from 60+ providers, including OpenAI, Anthropic, and Google.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

221

N/A

86 tok/s

99.7%

siliconflow

Provides cost-effective generative AI cloud services based on open-source models for text, image, video, and audio generation.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

53 tok/s

79.9%

nvidia-nim

NVIDIA NIM provides optimized AI model inference APIs for LLMs, vision, and embedding models through NVIDIA cloud infrastructure.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

66 tok/s

99.4%

qiniu-2

七牛云提供AI大模型推理服务，包括多种模型调用、智能问答助手、代码助手等企业级AI解决方案。

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

42 tok/s

99.4%

api-inference-modelscope-cn

ModelScope provides model inference API access to a wide range of open-source AI models via OpenAI-compatible endpoints.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

42 tok/s

76.3%

api-model-yungnet-cn

Yungnet Model Open Platform is a China-based unified LLM API gateway with an OpenAI-compatible relay at api.model.yungnet.cn, focusing on flagship Chinese models.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

49 tok/s

99.6%

Notes

Health checks: Scope: the 72-hour chart and recent availability measure API connectivity only. Each bar summarizes one hour of checks. Targets: LMSpeed tries the configured health check URL and provider status URL first, then API endpoints derived from known API hosts and recent speed-test base URLs. A website host is considered only when it looks like an API endpoint. Probe steps: each candidate goes through DNS lookup, TCP connection, TLS handshake for HTTPS, and an HTTP HEAD request with redirects followed. Probing stops after the first reachable candidate. Reachable criteria: every required network step must succeed. An HTTP response below 500 is treated as reachable, including 401 because it confirms that an authenticated API endpoint responded, except for statuses classified as blocked. Blocked results: HTTP 403, 429, 521, 525, and 530, plus detected WAF or Cloudflare challenges, are shown as blocked and excluded from availability calculations because LMSpeed cannot determine whether the API itself is down. Model availability: when a dedicated test key is configured, LMSpeed sends an authenticated GET request to a derived /models endpoint and compares returned model IDs with this provider's listed models. These per-model results appear in Models & Pricing and are not included in the provider connectivity percentage. Timeouts: TCP connection, TLS handshake, HTTP connectivity, and model requests each use a 20-second timeout. A full run can take longer when several candidates are tried. Frequency: a background worker checks all providers every 5 minutes by default. The 72-hour chart combines those samples into hourly bars, and the schedule may be changed by the service operator. Limit: automated samples are not an SLA and do not guarantee account quota, every model, every region, or successful completion requests. Check the provider's own status page before making operational decisions.

Domain Rating data is sourced from Ahrefs. It is a 0–100 backlink-based domain strength signal and does not measure API speed or reliability.

Announcements and FAQ are read from this provider's NewAPI status snapshot when available. LMSpeed stores the original content and optional English translations from the provider status source, then shows the localized fields on this page.

Provider

Why compare

Models

Free

Avg price

Speed

30d uptime

并行科技

llmapi-paratera-com

Provides high-performance computing (HPC) and AI infrastructure services, including GPU cloud servers, MaaS platforms, and industry-specific solutions.

Current provider baseline

N/A

39 tok/s

0.5%

OpenRouter

openrouter

A unified API interface providing access to over 300 models from 60+ providers, including OpenAI, Anthropic, and Google.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

221

N/A

86 tok/s

99.7%

siliconflow

Provides cost-effective generative AI cloud services based on open-source models for text, image, video, and audio generation.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

53 tok/s

79.9%

nvidia-nim

NVIDIA NIM provides optimized AI model inference APIs for LLMs, vision, and embedding models through NVIDIA cloud infrastructure.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

66 tok/s

99.4%

qiniu-2

七牛云提供AI大模型推理服务，包括多种模型调用、智能问答助手、代码助手等企业级AI解决方案。

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

42 tok/s

99.4%

api-inference-modelscope-cn

ModelScope provides model inference API access to a wide range of open-source AI models via OpenAI-compatible endpoints.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

42 tok/s

76.3%

api-model-yungnet-cn

Yungnet Model Open Platform is a China-based unified LLM API gateway with an OpenAI-compatible relay at api.model.yungnet.cn, focusing on flagship Chinese models.

Faster measured speed
Higher 30-day availability
Broader model coverage
Same provider category

N/A

49 tok/s

99.6%

并行科技

并行科技

API Endpoints

Health Check

API Benchmarks & Pricing

Recent Test Records

Similar API Provider Alternatives to Compare

Notes

Similar API Provider Alternatives to Compare

Provider	Why compare	Models	Avg price	Speed	30d uptime
并行科技 llmapi-paratera-com Provides high-performance computing (HPC) and AI infrastructure services, including GPU cloud servers, MaaS platforms, and industry-specific solutions.	Current provider baseline	5	N/A	39 tok/s	0.5%
OpenRouter openrouter A unified API interface providing access to over 300 models from 60+ providers, including OpenAI, Anthropic, and Google.	Faster measured speed Higher 30-day availability Broader model coverage Same provider category	221	N/A	86 tok/s	99.7%
siliconflow Provides cost-effective generative AI cloud services based on open-source models for text, image, video, and audio generation.	Faster measured speed Higher 30-day availability Broader model coverage Same provider category	60	N/A	53 tok/s	79.9%
nvidia-nim NVIDIA NIM provides optimized AI model inference APIs for LLMs, vision, and embedding models through NVIDIA cloud infrastructure.	Faster measured speed Higher 30-day availability Broader model coverage Same provider category	53	N/A	66 tok/s	99.4%
qiniu-2 七牛云提供AI大模型推理服务，包括多种模型调用、智能问答助手、代码助手等企业级AI解决方案。	Faster measured speed Higher 30-day availability Broader model coverage Same provider category	40	N/A	42 tok/s	99.4%
api-inference-modelscope-cn ModelScope provides model inference API access to a wide range of open-source AI models via OpenAI-compatible endpoints.	Faster measured speed Higher 30-day availability Broader model coverage Same provider category	35	N/A	42 tok/s	76.3%
api-model-yungnet-cn Yungnet Model Open Platform is a China-based unified LLM API gateway with an OpenAI-compatible relay at api.model.yungnet.cn, focusing on flagship Chinese models.	Faster measured speed Higher 30-day availability Broader model coverage Same provider category	16	N/A	49 tok/s	99.6%

并行科技

并行科技

API Endpoints

About 并行科技

Health Check

API Benchmarks & Pricing

Recent Test Records

Similar API Provider Alternatives to Compare

Notes

Similar API Provider Alternatives to Compare