Polygres records 4,018 monthly visits with -52.3% month-over-month growth and Freemium pricing. RunPod records 2,881,043 monthly visits with +5.9% growth and Paid pricing.
Graph, vector and text retrieval for AI agents on your Postgres
The AI developer cloud for GPU pods, serverless inference and clustering
| Dimension / Metric | ||
|---|---|---|
| Official Domain | polygres.com | runpod.io |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 4.02K (4,018) | 2.88M (2,881,043) |
| MoM Traffic Delta | -4.41K (-52.3%) | +161.49K (+5.9%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (26.1%) |
| Direct Visits / mo | 1.61K | 1.63M |
| User Rating | 4.1 | 4.7 |
| Supported Platforms | Website | Website |
Graph, vector and text retrieval for AI agents on your Postgres
Query graph, vector, full-text and hybrid retrieval through one consistent interface instead of stitching multiple systems together.
The open-source pgGraph engine follows relationships across your records, enabling multi-hop and shortest-path retrieval without moving data.
Semantic search over embeddings combines with sparse and full-text matching so queries that mix meaning and exact terms still work.
A dashboard playground, CLI for imports and configuration, and a typed Python SDK make it straightforward to prototype and then ship.
The AI developer cloud for GPU pods, serverless inference and clustering
Rent GPU instances with on-demand, interruptible or reserved capacity across more than 30 GPU SKUs, from RTX 4090s up to B200 and B300 class accelerators, deployed in 31 global regions.
Deploy any container as an API endpoint that scales from zero to thousands of workers on demand and bills only for the compute you actually use.
Launch multi-node GPU clusters for distributed training and large inference jobs, with shared storage attachable and no long-term commitment required.
Deploy popular open-source models from a curated hub, or use public endpoints for image, audio and text models without managing infrastructure.
SpecialistProvides a unified API gateway across hundreds of models, but entirely abstracts away underlying GPU infrastructure management.
SpecialistProvides a unified API gateway across hundreds of models, but entirely abstracts away underlying GPU infrastructure management.
SpecialistSpecializes in lightning-fast serverless execution for generative media models, but lacks general-purpose GPU pod rental options.
SpecialistSpecializes in lightning-fast serverless execution for generative media models, but lacks general-purpose GPU pod rental options.
Delivers managed serverless model inference and GPU clusters, trading raw bare-metal pod customization for streamlined API access.
Delivers managed serverless model inference and GPU clusters, trading raw bare-metal pod customization for streamlined API access.
Offers a peer-to-peer GPU rental marketplace with often lower prices, but with more variable hardware reliability than RunPod.
Offers a peer-to-peer GPU rental marketplace with often lower prices, but with more variable hardware reliability than RunPod.
SpecialistProvides serverless Python execution and instant container scaling, but lacks direct persistent SSH pod control like RunPod.
SpecialistProvides serverless Python execution and instant container scaling, but lacks direct persistent SSH pod control like RunPod.
Offers high-performance enterprise NVIDIA GPU clusters, but focuses more on dedicated bare-metal infrastructure than flexible spot pods.
Offers high-performance enterprise NVIDIA GPU clusters, but focuses more on dedicated bare-metal infrastructure than flexible spot pods.
Web search API and crawler built for AI agents
Search and inference APIs that give AI models real-time web data
Offers a polished API and cloud platform for running open models, but provides less direct infrastructure-level control than RunPod.
Offers a polished API and cloud platform for running open models, but provides less direct infrastructure-level control than RunPod.
Free / Open-sourceUtilizes distributed consumer hardware to drastically lower inference costs, but cannot match enterprise GPU availability or SLA guarantees.
Free / Open-sourceUtilizes distributed consumer hardware to drastically lower inference costs, but cannot match enterprise GPU availability or SLA guarantees.
AI search and retrieval platform for modern apps and commerce
SpecialistDelivers exceptionally low-cost serverless model inference, but does not provide raw GPU container rentals for custom training workloads.
