Algolia vs Qdrant Cloud
Algolia vs Qdrant Cloud: side-by-side comparison of two search platforms (non-memory) systems — architecture, taxonomy, license, pricing, MCP/A2A support, and direct edges.
Cost & capability
| Algolia | Qdrant Cloud | |
|---|---|---|
| Cost tier | searched not found | searched not found |
| $/Mtok input | searched not found | searched not found |
| $/Mtok output | searched not found | searched not found |
Where they differ (3)
Rows where both sides have data and the values disagree — the shortlist of dimensions that actually distinguish these two systems.
| Algolia | Qdrant Cloud | |
|---|---|---|
| Type | Hosted search API | Managed Qdrant cloud |
| Created | 2012 | 2022 |
| Funding | $334M total raised through Series D 2021-07 ($150M, Lone Pine Capital led; $2.25B valuation). | $37.8M Series A 2024-01 (Spark Capital led). |
At a glance
| Algolia | Qdrant Cloud | |
|---|---|---|
| Section | Search platforms (non-memory) | Search platforms (non-memory) |
| Tier | T1 | T1 |
| Type | Hosted search API | Managed Qdrant cloud |
| Created | 2012 | 2022 |
| Latest release | searched not found | searched not found |
| License | searched not found | searched not found |
| GitHub | searched not found | searched not found |
| Pricing | searched not found | searched not found |
| Funding | $334M total raised through Series D 2021-07 ($150M, Lone Pine Capital led; $2.25B valuation). | $37.8M Series A 2024-01 (Spark Capital led). |
| Backend storage | searched not found | searched not found |
| Deployment | searched not found | searched not found |
| API surface | searched not found | searched not found |
| Embedding | searched not found | searched not found |
| Multi-tenancy | searched not found | searched not found |
| MCP | searched not found | searched not found |
| A2A | searched not found | searched not found |
| OpenTelemetry | searched not found | searched not found |
| Optimised for | searched not found | searched not found |
| Anti-fit | searched not found | searched not found |
Taxonomy
| Axis | Algolia | Qdrant Cloud |
|---|---|---|
| storage | n/a | n/a |
| retrieval | n/a | n/a |
| persistence | n/a | n/a |
| update | n/a | n/a |
| unit | n/a | n/a |
| governance | n/a | n/a |
| conflict | n/a | n/a |
Pros & cons
Algolia
Pros: searched not found
Cons: searched not found
Qdrant Cloud
Pros: searched not found
Cons: searched not found