SpecialistHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
SpecialistHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Groq records 3,987,936 monthly visits with +10% month-over-month growth and Paid pricing. Qubinets records 802 monthly visits with 0% growth and Freemium pricing.

Simpler AI and big-data infrastructure on Kubernetes
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | groq.com | qubinets.com |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 3.99M (3,987,936) | 802 (802) |
| MoM Traffic Delta | +362.74K (+10%) | +802 (0%) |
| Primary Market & Share | 🇮🇳 India (19.3%) | 🇹🇭 Thailand (100%) |
| Direct Visits / mo | 1.7M | 334 |
| User Rating | 4.7 | 4 |
| Supported Platforms | Website | Website |

Ultra-fast AI inference on the LPU and LPX platform
Custom accelerators designed specifically for inference rather than training, tuned for very low latency.
Hosted access to popular open models including Llama, Mixtral, Gemma, and Whisper speech models.
An API broadly compatible with common OpenAI-style request formats for quick integration.
Automatic speech recognition with Whisper plus text-to-speech capabilities for voice applications.

Simpler AI and big-data infrastructure on Kubernetes
Get AI and big-data workloads running on Kubernetes without wiring every component by hand.
Assemble and manage data pipelines that feed models and analytics workloads.
An open-source core that teams can inspect, extend and self-host.
Build and run AI agents alongside your infrastructure rather than as a separate silo.
SpecialistHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
SpecialistHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.

SpecialistProprietary frontier models with powerful reasoning and multimodal features, but lacking open-weight model hosting and custom inference speeds.
SpecialistProprietary frontier models with powerful reasoning and multimodal features, but lacking open-weight model hosting and custom inference speeds.

SpecialistGoogle's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models.
SpecialistGoogle's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models.
Unified API gateway aggregating hundreds of models across providers, but acting as a router rather than direct hardware host.
Unified API gateway aggregating hundreds of models across providers, but acting as a router rather than direct hardware host.
The AI developer cloud for GPU pods, serverless inference and clustering

Robust cloud platform for open-source model inference, offering extensive fine-tuning support but slightly slower raw speeds.
Robust cloud platform for open-source model inference, offering extensive fine-tuning support but slightly slower raw speeds.
Serverless cloud infrastructure for AI and data workloads
Serverless cloud infrastructure for AI and data workloads
An AI-native cloud built from silicon to API for training, tuning, and serving models
An AI-native cloud built from silicon to API for training, tuning, and serving models

Wafer-scale hardware cloud delivering ultra-fast token generation speeds comparable to Groq, but supporting a more specialized model catalog.
Wafer-scale hardware cloud delivering ultra-fast token generation speeds comparable to Groq, but supporting a more specialized model catalog.
High-throughput serverless inference for open models, featuring excellent speed and fine-tuning capabilities with broad API compatibility.

Low-cost serverless inference cloud hosting hundreds of open-weight models, but lacking specialized custom hardware accelerators like LPUs.
The AI cloud built by the creators of PyTorch Lightning