Head to head · Memory store · October 2026 research run
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.
HindsightVectorize · HTTP API
D50.4/100#359 of 452
HonchoPlastic Labs · HTTP API
B64.2/100#188 of 452
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 this run | Hindsight | Honcho | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 25 | 50 | Honcho +25 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 68 | 79 | Honcho +11 |
| Agent ergonomics | 13%16.2 | 57 | 65 | Honcho +8 |
| Security & auth | 14%17.5 | 58 | 48 | Hindsight +10 |
| Payments & pricing | 10%12.5 | 30 | 80 | Honcho +50 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 73 | Hindsight +7 |
| Transparency & trust | 7%8.8 | 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
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
Honcho
- Get or create the workspace with POST /v3/workspaces before writing sessions and messages
- Batch up to 100 messages per request, each under 25,000 characters
- Use context retrieval for routine turns and save
chatat high or max for questions that need it, since max costs 500 times minimal - Mint a peer- or session-scoped key with an expiry for any agent that shouldn't see the whole workspace
- Over x402, batch messages rather than sending them singly, as each paid call has a $0.001 floor
Other comparisons with Hindsight or Honcho
Machine-readable
/api/v1/tools/hindsight.json·/api/v1/tools/honcho.json- This page as Markdown,
/compare/hindsight-vs-honcho.md