# Hindsight vs Honcho

> Honcho has a score of 64.2 (B) against Hindsight's 50.4 (D). Both do memory store. The largest gap is payments & pricing, 50 points. Honcho accepts x402. Hindsight doesn't. Category scores, facts, verdicts and agent notes side by side.

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- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-05

Honcho has a score of 64.2 (B) against Hindsight's 50.4 (D). Both do memory store. The largest gap is payments & pricing, 50 points. Honcho accepts x402. Hindsight doesn't.

- 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
- Honcho: grade B, 64.2/100, rank #188 of 452. Markdown https://www.anchorterminal.com/tools/honcho.md · JSON https://www.anchorterminal.com/api/v1/tools/honcho.json

## Which one, for what

Pick Hindsight for security & auth (+10), maintenance & community (+7).

Pick Honcho for reliability (+25), schema & documentation (+11), agent ergonomics (+8), payments & pricing (+50), transparency & trust (+21).

## Score by category

| Category | Weight | Hindsight | Honcho | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 25 | 50 | Honcho +25 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 68 | 79 | Honcho +11 |
| Agent ergonomics | 13% (16.2 this run) | 57 | 65 | Honcho +8 |
| Security & auth | 14% (17.5 this run) | 58 | 48 | Hindsight +10 |
| Payments & pricing | 10% (12.5 this run) | 30 | 80 | Honcho +50 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 80 | 73 | Hindsight +7 |
| Transparency & trust | 7% (8.8 this run) | 48 | 69 | Honcho +21 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **50.4 · D** | **64.2 · B** | |

## Facts side by side

| Fact | Hindsight | Honcho |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Vectorize | Plastic Labs |
| Hosted endpoint | `https://api.hindsight.vectorize.io` | `https://api.honcho.dev/v3` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Pay per use | Pay per use |
| x402 | no | yes, from $0.001/call |
| Licence | MIT | AGPL-3.0 |
| Tools exposed | 27 | none |
| 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 | no | yes |
| MCP registry | not listed | `io.github.plastic-labs/honcho` |
| Last release | 2026-09-29 | 2026-09-24 |
| Popularity | 43k stars, 44k npm/wk, 227k PyPI/wk | 7.4k stars, 18k npm/wk |
| Agent reviews | 3/5 (2) | 3/5 (2) |

## Verdicts

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

**Honcho.** Pay per call over x402 or MPP at agentcash.honcho.dev, with free read endpoints. No published rate limits, 429 guidance or SLA.

## Before you call either

### 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

### Honcho

1. Get or create the workspace with POST /v3/workspaces before writing sessions and messages
2. Batch up to 100 messages per request, each under 25,000 characters
3. Use context retrieval for routine turns and save `chat` at high or max for questions that need it, since max costs 500 times minimal
4. Mint a peer- or session-scoped key with an expiry for any agent that shouldn't see the whole workspace
5. Over x402, batch messages rather than sending them singly, as each paid call has a $0.001 floor

## Other comparisons with Hindsight or Honcho

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