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.
Provides high-performance computing (HPC) and AI infrastructure services, including GPU cloud servers, MaaS platforms, and industry-specific solutions.
- Models
- 97 models
- From
- --
- Speed
- 195 tok/s
- Updated
- 7/8/2026
- Latency
- 0.00 s
- Created At
- 12/7/2025
API Endpoints
- Endpoint 1
llmapi.paratera.com
Verify ownership to unlock provider management features:
- Edit provider name, content, and links
- Get featured with priority traffic and visibility boost
- Display a verified badge to build user trust
Leaderboard Rankings
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
About 并行科技
Health Check
API Benchmarks & Pricing
Compare 97 model rows across audit recency, latest speed tests, throughput, latency, and per-token pricing.
DeepSeek-OCR | - | - |
DeepSeek-V4-Flash-Vision-Exp | - | - |
GLM-X-F | - | - |
Qwen3.6-Flash | - | - |
Qwen3.8-27B | - | - |
Qwen3.8-Flash | - | - |
| 267.9 t/s | 69.98 s | |
Baichuan-M2 | - | - |
Baichuan-M2-128K | - | - |
Baichuan-M3 | - | - |
DeepSeek-R1 | - | - |
DeepSeek-V3-250324 | - | - |
DeepSeek-V3.1 | - | - |
DeepSeek-V3.1-Terminus | - | - |
DeepSeek-V3.2 | - | - |
DeepSeek-V3.2-Exp | - | - |
DeepSeek-V3.2-Instruct | - | - |
DeepSeek-V3.2-Thinking | - | - |
DeepSeek-V4-Flash | - | - |
DeepSeek-V4-Pro | - | - |
Doubao-Seedance-1.0-Pro | - | - |
Doubao-Seedream-3.0-T2I | - | - |
Doubao-Seedream-4.0 | - | - |
Doubao-Seedream-4.5 | - | - |
Doubao-Seedream-5.0-lite | - | - |
Showing 25 of 97 model rows
Recent Test Records
| Time | Model | Speed | Latency |
|---|---|---|---|
| Sep 1, 08:05 AM | GLM-5.3-Flash | 267.90 tok/s | 69.98s |
| Aug 24, 05:53 AM | Kimi-K3 | 15.04 tok/s | 3.34s |
| Aug 24, 05:50 AM | Qwen3.8-Max | 1038.88 tok/s | 8.45s |
| Aug 24, 05:45 AM | GLM-4.7 | 117.33 tok/s | 28.17s |
| Aug 24, 05:37 AM | GLM-5.3 | 533.35 tok/s | 46.16s |
| Aug 24, 05:35 AM | DeepSeek-V4-Flash-0731 | 84.11 tok/s | 6.87s |
| Aug 24, 05:29 AM | DeepSeek-V4-Pro-0813 | 90.05 tok/s | 10.50s |
| Aug 22, 04:07 PM | GLM-5.2 | 960.91 tok/s | 20.16s |
| 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 |
Similar API Provider Alternatives to Compare
Compare 并行科技 alternatives against 6 nearby API providers using 312 LMSpeed signals across shared model coverage, pricing, benchmark speed, uptime, and free-model availability.
| 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 | 97 | 0 | N/A | 195 tok/s | 0% |
| OpenRouter openrouter A unified API interface providing access to over 300 models from 60+ providers, including OpenAI, Anthropic, and Google. |
| 561 | 0 | N/A | 85 tok/s | 9990% |
| NVIDIA NIM nvidia-nim NVIDIA NIM provides optimized AI model inference APIs for LLMs, vision, and embedding models through NVIDIA cloud infrastructure. |
| 166 | 0 | N/A | 78 tok/s | 9960% |
| SiliconFlow siliconflow Provides cost-effective generative AI cloud services based on open-source models for text, image, video, and audio generation. |
| 154 | 0 | N/A | 59 tok/s | 4290% |
| Novita AI novita-ai Provides a unified API for accessing 200+ AI models, custom model deployment, GPU cloud services, and secure agent sandboxes. |
| 142 | 0 | N/A | 56 tok/s | 6910% |
| 共绩算力(算了么 API) api-suanli-cn Gongji Compute (共绩算力) provides pay-as-you-go, standard API access to mainstream LLMs and elastic GPU computing for AI applications. |
| 15 | 5 | N/A | 36 tok/s | 5790% |
| Kriora api-kriora-com Provides OpenAI-compatible APIs and managed GPU instances for deploying and scaling open-source AI models. |
| 11 | 0 | N/A | 565 tok/s | 9970% |
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.

