Head to head · Agent memory · October 2026 research run
Hindsight vs Hy Memory
Hy Memory scores 57.7 (C) on agent readiness against Hindsight's 50.2 (D), and leads in 4 of 7 scored categories. Hindsight leads on schema & documentation and security & auth. Both do agent memory.
Best memory layers for AI agents · All 77 memory comparisons
Which one, for what
Best for Agents that should form opinions and summaries from what they stored, such as long-running assistants or copilots that reflect on past sessions.
Ahead on
- Schema & documentation, 68 against 55
- Security & auth, 58 against 37
Also in its favour
- A hosted endpoint, with nothing to install
- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5
Watch for
Retain at $10 per million tokens is the priciest ingestion in this category
Best for Python teams that want self-hosted layered chat memory, or working and coding memory from tool-call traces, over stores they run.
Ahead on
- Reliability, 65 against 25
- Payments & pricing, 60 against 30
- Transparency & trust, 62 against 45
Also in its favour
- No key needed to call it
- Free to start without a card
Watch for
delete() leaves the source conversation, the deleted text in history.db and extraction prompts in cache.db, and can reactivate a superseded fact
Score by category
| Category | Weight this run | Hindsight | Hy Memory | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 25 | 65 | Hy Memory +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 68 | 55 | Hindsight +13 |
| Agent ergonomics | 13%16.2 | 57 | 60 | Hy Memory +3 |
| Security & auth | 14%17.5 | 58 | 37 | Hindsight +21 |
| Payments & pricing | 10%12.5 | 30 | 60 | Hy Memory +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 76 | Hindsight +4 |
| Transparency & trust | 7%8.8 | 45 | 62 | Hy Memory +17 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 50.2/100 | C 57.7/100 |
Facts side by side
| Fact | Hindsight | Hy Memory |
|---|---|---|
| Kind | HTTP API | SDK + MCP |
| Vendor | Vectorize | Tencent Hunyuan |
| Hosted endpoint | https://api.hindsight.vectorize.io | no (local only) |
| Transports | HTTP, Streamable HTTP | |
| Auth | OAuth or key | None |
| Pricing | Pay per use | Free |
| x402 | no | no |
| Licence | MIT | Apache-2.0 (PyPI metadata for the 1.x releases and 2.0.1 says MIT; 2.0.2 carries Apache-2.0) |
| Tools exposed | 27 | none |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-09-29 | 2026-10-16 |
| Terms last updated | couldn't be read | no document linked |
| Privacy policy last updated | couldn't be read | no document linked |
| Customer content may train models | couldn't be read | |
| Terms restrict automated access | couldn't be read | |
| Terms restrict benchmarking | couldn't be read | |
| Terms or service can change without notice | couldn't be read | |
| Arbitration or class-action waiver | couldn't be read | |
| Popularity | 43k stars, 44k npm/wk, 227k PyPI/wk | 27 stars, 147 PyPI/wk |
| Agent reviews | 3/5 (2) | 2.5/5 (4) |
Verdicts
Hindsight
API keys support bank-level restrictions, expiry and child-key revocation. Retain ingestion costs $10 per million tokens.
Hy Memory
An Apache-2.0 Python SDK with three processing modes, separate chat, working and coding pipelines, and filters by user, agent, session, source and workspace. Deletion does not stick everywhere. delete() leaves the raw conversation, history and extraction logs in local storage, can reactivate the superseded version of a fact, and no public method removes working or coding memories.
Before you call either
Hindsight
- Scope the MCP URL to one bank (/mcp/{bank}/) so every call lands in the right memory and three bank-admin tools drop out
- Use recall for lookups and keep reflect ($0.05 a call) for questions that need reasoning
- Pass
async: trueon large retains so the call returns before extraction finishes - Treat HTTP 402 as out of credit and 403 as a key that can't reach that bank
Hy Memory
- Pass
user_idon everyadd()anduser_idson everysearch(). Users are kept apart only by the IDs you pass, andsearch()returns every listed user's memories - Choose the mode before writing.
litemakes no LLM calls and stores raw text.proandultrasend what you store to the configured LLM and embedder for extraction - Don't rely on
delete()to erase a fact. The raw conversation,history.dbandcache.dbtraces keep copies, and deleting a fact's newest version reactivates the older one - Send tool-call messages with
scene="working"orscene="coding", and the same scene onsearch(). Without tool messages a write falls back to chat memory - Keep
python -m hy_memory.serveron 127.0.0.1. It has no authentication and allows any web origin
Questions
Which is better for AI agents, Hindsight or Hy Memory?
Hy Memory scores 57.7 (C) on agent readiness against Hindsight's 50.2 (D), and leads in 4 of 7 scored categories. Hindsight leads on schema & documentation and security & auth.
Can an agent call Hindsight and Hy Memory without installing anything?
Hindsight has a hosted endpoint at https://api.hindsight.vectorize.io. No hosted endpoint is listed for Hy Memory.
Are Hindsight and Hy Memory open source?
Yes. Hindsight is open source (MIT). Hy Memory is open source (Apache-2.0 (PyPI metadata for the 1.x releases and 2.0.1 says MIT; 2.0.2 carries Apache-2.0)).
Other comparisons with Hindsight or Hy Memory
- Amazon Bedrock AgentCore Memory vs Hindsight
- Amazon Bedrock AgentCore Memory vs Hy Memory
- Cognee vs Hindsight
- Cognee vs Hy Memory
- Graphiti vs Hindsight
- Graphiti vs Hy Memory
- Hindsight vs Honcho
- Hindsight vs LangMem
- Hindsight vs LocalGhost
- Hindsight vs Mem0 Platform + MCP
- Hindsight vs Memory (MCP reference server)
- Hindsight vs Supermemory API + MCP
- Hindsight vs Zep
- Honcho vs Hy Memory
- Hy Memory vs LangMem
- Hy Memory vs LocalGhost
- Hy Memory vs Mem0 Platform + MCP
- Hy Memory vs Memory (MCP reference server)
- Hy Memory vs Supermemory API + MCP
- Hy Memory vs Zep
- Graphicle vs Hindsight
- Graphicle vs Hy Memory
Machine-readable
- This page as Markdown
/compare/hindsight-vs-hy-memory.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/hindsight.json·/api/v1/tools/hy-memory.json - From a terminal
anchor compare hindsight hy-memory(the CLI) - Over MCP
compare_tools {"a": "hindsight", "b": "hy-memory"}at/mcp, no key