Hopsworks vs Supermemory: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for Hopsworks and Supermemory side by side. This page compares data; it is not a hands-on review.
On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Hopsworks
The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Best for you if:
- • You want achieves sub-millisecond latency for real-time feature retrieval and inference
Supermemory
Give AI agents state-of-the-art, dynamic memory and context
Best for you if:
- • You want enables agents to have state-of-the-art, evolving memory beyond simple vector storage
| At a Glance | Hopsworks | Supermemory |
|---|---|---|
Starts at | Free plan | Free plan, paid from $19/mo, billed monthly Pro plan |
Category | Data & Databases AI & Automation | Data & Databases AI Agents |
Rating | 4.5/5 Capterra 4.7 · G2 4.3 5 reviews | n/a |
Free plan | Yes | Yes |
Watch out for | SaaS tier costs depend entirely on usage, can be unpredictable. | Usage overages beyond built-in amounts |
Choose Hopsworks or Supermemory?
Choose Hopsworks if
- You want achieves sub-millisecond latency for real-time feature retrieval and inference
- You want reduces costs and development time by enabling extensive feature reuse across models
Choose Supermemory if
- You want enables agents to have state-of-the-art, evolving memory beyond simple vector storage
- You want offers extremely low latency for context retrieval, crucial for real-time agent interactions
In-Depth Analysis
Hopsworks
The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Hopsworks offers a fair pricing structure, with a generous free tier for individual exploration and a flexible pay-as-you-go SaaS option.
Watch out
SaaS tier costs depend entirely on usage, can be unpredictable.
Strengths
- Pro: Achieves sub-millisecond latency for real-time feature retrieval and inference.
- Pro: Reduces costs and development time by enabling extensive feature reuse across models.
- Pro: Ensures data consistency between training and production environments, mitigating training-serving skew.
- Pro: Offers flexible deployment models including SaaS, on-premises, and air-gapped for data sovereignty.
- Pro: Integrates directly with open data formats like Iceberg, Delta, and Hudi without requiring data migrations.
Weaknesses
- Con: Requires Kubernetes knowledge for on-premises deployments using the K8s Installer.
- Con: The full benefits of the platform are realized with a comprehensive understanding of ML engineering practices.
Key features
Supermemory
Give AI agents state-of-the-art, dynamic memory and context
Supermemory's pricing is generally fair, offering a generous free tier and clear progression.
Watch out
Usage overages beyond built-in amounts
Strengths
- Pro: Enables agents to have state-of-the-art, evolving memory beyond simple vector storage.
- Pro: Offers extremely low latency for context retrieval, crucial for real-time agent interactions.
- Pro: Simplifies context management with a single API for ingestion, retrieval, and memory.
- Pro: Provides robust data ingestion and extraction capabilities for various formats and sources.
Weaknesses
- Con: Requires technical expertise for integration and development of AI agents.
- Con: Pricing is usage-based, which can be unpredictable for very high-volume applications without careful monitoring.
Key features
Plans and prices: Hopsworks vs Supermemory
| Tool | Plans and prices | Source |
|---|---|---|
| Hopsworks |
| hopsworks.ai/pricing read Sep 29, 2026 |
| Supermemory |
| supermemory.ai/pricing read Oct 27, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on Hopsworks pricing and Supermemory pricing.
Key Takeaways
Hopsworks
- Choose if you want the unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production
Supermemory
- Choose if you want give AI agents state-of-the-art, dynamic memory and context
What the data shows
On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
- Only Hopsworks has a published user rating (4.5/5 from 5 reviews); Supermemory has none we can show.
- Supermemory starts at $19/mo, billed monthly; Hopsworks has no public paid plan price on file.
- Both have a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do Hopsworks and Supermemory compare in 2026?
On the data below the two are close or not directly comparable, so we do not name a winner for this pair. Only Hopsworks has a published user rating (4.5/5 from 5 reviews); Supermemory has none we can show. Supermemory starts at $19/mo, billed monthly; Hopsworks has no public paid plan price on file. Both have a free plan.
What are Hopsworks and Supermemory used for?
Hopsworks: The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production. Supermemory: Give AI agents state-of-the-art, dynamic memory and context.
What does Hopsworks cost vs Supermemory?
Hopsworks has no public paid-plan price on file. Supermemory's cheapest paid plan is Pro at $19/mo, billed monthly; it also has a free plan. Prices read on the vendors' pricing pages, latest check Oct 27, 2026.
What's the main difference between Hopsworks and Supermemory?
Hopsworks's main strength: achieves sub-millisecond latency for real-time feature retrieval and inference. Supermemory's main strength: enables agents to have state-of-the-art, evolving memory beyond simple vector storage.