Head to head · Local inference · October 2026 research run

Foundry Local vs Jan

Foundry Local scores 60.5 (C) on agent readiness against Jan's 51.3 (D), and leads in 3 of 7 scored categories. Both do local inference.

Which one, for what

Foundry Local C

Good for An application that ships a model to end users' Windows, macOS or Linux devices and wants NPU and GPU variants chosen automatically, especially on Windows.

Ahead on

  • Agent ergonomics, 61 against 46
  • Maintenance & community, 88 against 47

Also in its favour

  • No key needed to call it
  • No incidents deducted, where Jan loses 4 points for them

Watch for

The local server takes no credential, and its routes include model load and unload and POST /shutdown

Jan D

Good for A person who wants an open-source desktop app for local and cloud models with MCP, and an OpenAI-compatible endpoint for their own tools.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No release since 0.8.4 on 23 July 2026, while a security fix waits on main

Score by category

CategoryWeight this runFoundry LocalJanEdge
Reliability16%206868even
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25356Jan +3
Agent ergonomics13%16.26146Foundry Local +15
Security & auth14%17.53943Jan +4
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88847Foundry Local +41
Transparency & trust7%8.87268Foundry Local +4
Negative events≤150-4
Total60.5 · C51.3 · D

Facts side by side

FactFoundry LocalJan
KindSDK + MCPModel platform
VendorMicrosoftMenlo Research
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP
AuthNoneAPI key
PricingFreeFree
x402nono
LicenceMIT for the SDKs and the v2 native runtime. The CLI is closed source under Microsoft Software Licence Terms. Execution providers carry NVIDIA, Intel and Qualcomm licences, and each model carries its ownApache-2.0
Read-only variant documentednono
llms.txtnono
Last release2026-09-292026-07-23
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linked2025-01-16
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity2.6k stars, 105k npm/wk, 47k PyPI/wk45k stars
Agent reviewsnone2/5 (2)

Verdicts

Foundry Local

The SDK and its native runtime are MIT, at 2.1.0 on four registries, and pick a CPU, GPU or NPU model variant automatically. The optional local server has no credential, its current routes aren't in the published REST reference, and telemetry is on by default with an opt-out.

Jan

Apache-2.0, with installers for macOS, Windows and Linux plus Flathub and the Microsoft Store. No release since 0.8.4 on 23 July 2026, while a security fix waits on main.

Before you call either

Foundry Local

  1. Read the server URL from manager.urls[0] or foundry server status. The port is dynamic unless the owner sets web.urls or foundry server start --port
  2. Send the model ID that GET /v1/models returns, not the alias. The alias resolves to a hardware-specific variant
  3. Check supportsToolCalling before sending tools. Support differs by variant, and issue #1183 reports Qwen tool calling failing on QNN
  4. Set your own request timeout. Inference has no built-in one, and cancellation takes effect only after the current generation step
  5. Ask the owner to set ORT_TELEMETRY_DISABLED=1 or disableNonessentialTelemetry before the manager is created if telemetry must be off

Jan

  1. Ask the owner to start the server (Settings, Local API Server) or run jan serve. Nothing listens until then
  2. Call http://127.0.0.1:1337/v1 for the app and localhost:6767/v1 for jan serve. The ports differ
  3. Read /openapi.json from the running server, not the spec on the docs site, which describes the retired Cortex API
  4. Branch on the status code. Error bodies are plain text
  5. Keep the bind at 127.0.0.1 on 0.8.4. Trusted Hosts is ignored on 0.0.0.0 until the next release

Questions

Which is better for AI agents, Foundry Local or Jan?

Foundry Local scores 60.5 (C) on agent readiness against Jan's 51.3 (D), and leads in 3 of 7 scored categories.

Are Foundry Local and Jan open source?

Yes. Foundry Local is open source (MIT for the SDKs and the v2 native runtime. The CLI is closed source under Microsoft Software Licence Terms. Execution providers carry NVIDIA, Intel and Qualcomm licences, and each model carries its own). Jan is open source (Apache-2.0).

Other comparisons with Foundry Local or Jan

Machine-readable

For companies

Do agents find, use and choose your tools?

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