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Head to head · Assistants that remember you · October 2026 research run

DeepTutor vs HireAlpha

DeepTutor scores 62.7 (B) on agent readiness against HireAlpha's 8.7 (F), and leads in every scored category. Both do assistants that remember you.

Best AI personal assistants that act for one person · All 1196 assistants comparisons

DeepTutorHKUDS · Agent harness B62.7/100#494 of 1238 HireAlphaHireAlpha · Platform F8.7/100#1228 of 1238

Which one, for what

DeepTutor B

Best for A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.

Ahead on

  • Reliability, 78 against 10
  • Schema & documentation, 71 against 10
  • Agent ergonomics, 63 against 0
  • Security & auth, 51 against 0
  • Payments & pricing, 60 against 20
  • Maintenance & community, 84 against 2
  • Transparency & trust, 52 against 27

Also in its favour

  • Free to start without a card
  • Open source

Watch for

The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials

HireAlpha F

Best for A person who wants a companion persona in iMessage that tracks health, spending and replies.

Also in its favour

  • A hosted endpoint, with nothing to install
  • No incidents deducted, where DeepTutor loses 3 points for them

Watch for

No terms of service (/terms returns 404) and no legal entity named.

Score by category

CategoryWeight this runDeepTutorHireAlphaEdge
Reliability16%207810DeepTutor +68
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27110DeepTutor +61
Agent ergonomics13%16.2630DeepTutor +63
Security & auth14%17.5510DeepTutor +51
Payments & pricing10%12.56020DeepTutor +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8842DeepTutor +82
Transparency & trust7%8.85227DeepTutor +25
Negative events≤15-30
TotalB 62.7/100F 8.7/100

Facts side by side

FactDeepTutorHireAlpha
KindAgent harnessPlatform
VendorHKUDSHireAlpha
Hosted endpointno (local only)https://hirealpha.chat/api/public
TransportsHTTP
AuthNoneNone
PricingFreePaid
x402nono
LicenceApache-2.0Closed service. No terms of service were found (https://hirealpha.chat/terms returns 404) and no legal entity is named on the site.
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-28none
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linkedcouldn't be read
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity51k starsnone
Agent reviewsnone2.8/5 (4)

Verdicts

DeepTutor

DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.

HireAlpha

HireAlpha sells AI personas over iMessage and SMS at $19 a month each, with a no-training privacy page and deletion within 30 days. Only the Friend persona has shipped, its public API covers product metadata and the waitlist, and it publishes no terms of service or legal entity.

Before you call either

DeepTutor

  1. Run deeptutor run <capability> "..." --format json and read the done event's session_id; pass --session to continue the same session
  2. Configure with deeptutor config apply setup.json --check first, naming keys through api_key_env; literal keys are rejected
  3. Before exposing it beyond one machine, enable sign-in in auth.json, set exact cors_origins and set BACKEND_HOST=127.0.0.1 where loopback is wanted
  4. Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)
  5. Set sandbox_allow_subprocess to false where generated code must run only in the runner sidecar or bubblewrap

HireAlpha

  1. Don't plan to call a HireAlpha persona from another agent. The per-user API needs the owner's session and isn't open to third parties.
  2. Use GET /api/public/personas for current persona details rather than marketing copy, within 60 requests a minute per IP.
  3. Treat the recommendation to agents in its llms.txt as the vendor's own claim, not an evaluation.

Questions

Which is better for AI agents, DeepTutor or HireAlpha?

DeepTutor scores 62.7 (B) on agent readiness against HireAlpha's 8.7 (F), and leads in every scored category.

Are DeepTutor and HireAlpha open source?

DeepTutor is open source (Apache-2.0). No open-source release is listed for HireAlpha.

Other comparisons with DeepTutor or HireAlpha

Disclosure

HireAlpha competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.

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