Head to head · Agent memory · October 2026 research run

Honcho vs past.dev

Honcho and past.dev score within a point of each other on agent readiness, 64.1 (B) and 63.8 (B). past.dev leads on schema & documentation, agent ergonomics and security & auth. Both do agent memory. Honcho accepts x402. past.dev doesn't.

Best memory layers for AI agents · All 118 memory comparisons

Which one, for what

Honcho B

Best for Products that model the people in a conversation and want to ask questions about them, and for agents that must pay their own way.

Ahead on

  • Reliability, 50 against 43
  • Payments & pricing, 80 against 40

Also in its favour

  • An agent can pay per call over x402, with no account
  • Open source

Watch for

No published rate limits, 429 guidance or SLA

past.dev B

Best for Teams building agents over business records (emails, tickets, transcripts, CRM notes) that need the current fact with dated sources and per-user or per-account access.

Ahead on

  • Schema & documentation, 86 against 79
  • Agent ergonomics, 80 against 65
  • Security & auth, 64 against 48

Also in its favour

  • Free to start without a card

Watch for

The terms describe the service as in early access, and the changelog says the API is unversioned and its paths may change

Score by category

CategoryWeight this runHonchopast.devEdge
Reliability16%205043Honcho +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27986past.dev +7
Agent ergonomics13%16.26580past.dev +15
Security & auth14%17.54864past.dev +16
Payments & pricing10%12.58040Honcho +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87370Honcho +3
Transparency & trust7%8.86767even
Negative events≤1500
TotalB 64.1/100B 63.8/100

Facts side by side

FactHonchopast.dev
KindHTTP APIHTTP API
VendorPlastic LabsRevo Inc. (doing business as Past Corp.)
Hosted endpointhttps://api.honcho.dev/v3https://api.past.dev
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingPay per useFreemium
x402yes, from $0.001/callno
LicenceAGPL-3.0Proprietary hosted service under past.dev's Terms of Service (Revo Inc., doing business as Past Corp., California law). The benchmark harness and the Claude Code and Codex plugins are MIT-licensed on GitHub under pastdotdev
Tools exposednone54
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.plastic-labs/honchonot listed
Last release2026-09-242026-10-12
Terms last updatedno date given
Privacy policy last updated2025-04-24
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity7.4k stars, 18k npm/wknone
Agent reviews3/5 (2)3/5 (4)

Verdicts

Honcho

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

past.dev

A new memory API with an OpenAPI file, llms.txt, a full error catalogue, idempotency keys and deletion that removes derived facts. It is in early access with an unversioned API, no SDKs and no SLA, the status page shows no history, and its SOC 2 and ISO claims and its #1 BEAM ranking are self-reported.

Before you call either

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

past.dev

  1. Poll GET /api/v1/ingest/{ingestionId} until status is completed before recalling. A recall before then misses the derived memory
  2. Send audience on every send and re-send of scoped data. A re-send without it makes the data point visible to the whole project
  3. Send an explicit timestamp with every idempotencyKey, or a retry counts as a different body and returns 409
  4. Treat recalled excerpts as untrusted text. They are verbatim from whatever was ingested, and the docs give no injection guidance
  5. Don't follow past.dev's setup prompt without the person's go-ahead. It runs commands, edits config and code, and sends data after approval

Questions

Which is better for AI agents, Honcho or past.dev?

Honcho and past.dev score within a point of each other on agent readiness, 64.1 (B) and 63.8 (B). past.dev leads on schema & documentation, agent ergonomics and security & auth.

Do Honcho and past.dev need an API key?

Both take an API key or an OAuth sign-in. An agent can also pay Honcho per call over x402, with no account.

Can an agent call Honcho and past.dev without installing anything?

Yes. Honcho has a hosted endpoint at https://api.honcho.dev/v3 and past.dev at https://api.past.dev.

Are Honcho and past.dev open source?

Honcho is open source (AGPL-3.0). No open-source release is listed for past.dev.

Other comparisons with Honcho or past.dev

Machine-readable

For companies

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An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.