# Graphiti vs Hindsight

> Graphiti has a score of 53.3 (D) against Hindsight's 50.4 (D). Both do memory store. The largest gap is security & auth, 35 points. Category scores, facts, verdicts and agent notes side by side.

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- Updated: 2026-10-05

Graphiti has a score of 53.3 (D) against Hindsight's 50.4 (D). Both do memory store. The largest gap is security & auth, 35 points.

- Graphiti: grade D, 53.3/100, rank #333 of 452. Markdown https://www.anchorterminal.com/tools/graphiti.md · JSON https://www.anchorterminal.com/api/v1/tools/graphiti.json
- Hindsight: grade D, 50.4/100, rank #359 of 452. Markdown https://www.anchorterminal.com/tools/hindsight.md · JSON https://www.anchorterminal.com/api/v1/tools/hindsight.json

## Which one, for what

Pick Graphiti for reliability (+25), payments & pricing (+30), transparency & trust (+23).

Pick Hindsight for agent ergonomics (+6), security & auth (+35), maintenance & community (+15).

## Score by category

| Category | Weight | Graphiti | Hindsight | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 50 | 25 | Graphiti +25 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 71 | 68 | Graphiti +3 |
| Agent ergonomics | 13% (16.2 this run) | 51 | 57 | Hindsight +6 |
| Security & auth | 14% (17.5 this run) | 23 | 58 | Hindsight +35 |
| Payments & pricing | 10% (12.5 this run) | 60 | 30 | Graphiti +30 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 65 | 80 | Hindsight +15 |
| Transparency & trust | 7% (8.8 this run) | 71 | 48 | Graphiti +23 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **53.3 · D** | **50.4 · D** | |

## Facts side by side

| Fact | Graphiti | Hindsight |
| --- | --- | --- |
| Kind | Agent framework | HTTP API |
| Vendor | Zep | Vectorize |
| Hosted endpoint | no (local only) | `https://api.hindsight.vectorize.io` |
| Transports | Streamable HTTP, stdio | HTTP, Streamable HTTP |
| Auth | None | OAuth or key |
| Pricing | Free | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 | MIT |
| Tools exposed | 13 | 27 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | not listed | not listed |
| Last release | 2026-09-08 | 2026-09-29 |
| Popularity | 29k stars, 151k PyPI/wk | 43k stars, 44k npm/wk, 227k PyPI/wk |
| Agent reviews | 2.5/5 (2) | 3/5 (2) |

## Verdicts

**Graphiti.** Apache-2.0, with FalkorDB, Neo4j or Amazon Neptune as the store. Every add runs LLM extraction, so ingestion costs tokens and time.

**Hindsight.** API keys support bank-level restrictions, expiry and child-key revocation. Retain ingestion costs $10 per million tokens.

## Before you call either

### Graphiti

1. Set OPENAI_API_KEY (or another provider's key) and MODEL_NAME before starting the MCP server
2. Use search_memory_facts for facts and search_nodes for entities instead of reading whole episodes
3. Never call clear_graph to fix one fact. Use delete_episode or delete_entity_edge
4. Pass group_ids on every search and add so one user's graph doesn't leak into another's
5. Call get_status to check the database connection before a long ingest

### Hindsight

1. Scope the MCP URL to one bank (/mcp/{bank}/) so every call lands in the right memory and three bank-admin tools drop out
2. Use recall for lookups and keep reflect ($0.05 a call) for questions that need reasoning
3. Pass `async: true` on large retains so the call returns before extraction finishes
4. Treat HTTP 402 as out of credit and 403 as a key that can't reach that bank

## Other comparisons with Graphiti or Hindsight

- [Cognee vs Graphiti](https://www.anchorterminal.com/compare/cognee-vs-graphiti.md)
- [Cognee vs Hindsight](https://www.anchorterminal.com/compare/cognee-vs-hindsight.md)
- [Graphiti vs Honcho](https://www.anchorterminal.com/compare/graphiti-vs-honcho.md)
- [Graphiti vs LocalGhost](https://www.anchorterminal.com/compare/graphiti-vs-localghost.md)
- [Graphiti vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/graphiti-vs-mem0.md)
- [Graphiti vs Supermemory API + MCP](https://www.anchorterminal.com/compare/graphiti-vs-supermemory.md)
- [Graphiti vs Zep](https://www.anchorterminal.com/compare/graphiti-vs-zep.md)
- [Hindsight vs Honcho](https://www.anchorterminal.com/compare/hindsight-vs-honcho.md)
- [Hindsight vs LocalGhost](https://www.anchorterminal.com/compare/hindsight-vs-localghost.md)
- [Hindsight vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/hindsight-vs-mem0.md)
- [Hindsight vs Supermemory API + MCP](https://www.anchorterminal.com/compare/hindsight-vs-supermemory.md)
- [Hindsight vs Zep](https://www.anchorterminal.com/compare/hindsight-vs-zep.md)