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Ling 3.1 Flash 1019

Upgraded weights of Ling-3.1-flash (560B total / 25B active per token, 1M context, MIT). A separate entry from Ling 3.1 Flash because the old repository inclusionAI/Ling-3.1-flash is still published and channels list both IDs.

FTI
27–32

1 source, 1 independent of the vendor: centre 30; fewer than 3 sources or none independent, so shown as a band.

how FTI is computed

1 source · between #3 and #12 of the 72 with an FTI score
Context1Mtokens
Imagesnot checkedimage input
Free now2 of 2channels

Where it's free now 2 channels tracked

Kilo Code listed
ends today
official Nov 3
Checked Oct 31 · catalogue

Free periods one bar per channel; markers are events

free so farpast announced endofficial end aheadinferred end aheadno end announcedended / not answering● event · ◆ end announced · tap one to see it

What happened newest first · times link to the source

Sat, Oct 313 days ago
listedLing 3.1 Flash 1019 · Vercel AI Gatewaylisted Ling 3.1 Flash 1019 · Kilo Codelisted
Ling 3.1 Flash 1019 listed on two free arms: Vercel AI Gateway carries inclusionai/ling-3.1-flash-1019 at $0/$0 (changelog: free until November 3, 2026) and Kilo Code carries inclusionai/ling-3.1-flash-1019-free at $0/$0 (Novita AI, free until November 3, 2026; may train on prompts). New HF weights repo (created 2026-10-27) coexists with the old id, so a separate model entry. → end date Nov 3
Source: Vercel changelog

Channel details

Vercel AI Gateway listed✓ humans✓ agents

Tested by us
not measured
Model ID
inclusionai/ling-3.1-flash-1019
To start
$0 · account Vercel account; free models plus $5/month gateway credit per team; a payment method may be required before use ("customer_verification_required")
Use it
API · 3 formats
Free condition
Vercel AI Gateway key; models marked Free
Limit (stated)
published
ⓘFree until 2026-11-03 (Vercel changelog)
Started
Oct 31
End
ends today official Nov 3Vercel changelog: free until November 3, 2026; post-promo pricing not published
Data policy
unstated
Channel type
router
Checked
Oct 31 · catalogue

Kilo Code listed✓ humans✓ agents

Tested by us
not measured
Model ID
inclusionai/ling-3.1-flash-1019-free
To start
$0 · no account ":free" models answered in the Kilo CLI without signing in (our test, Oct 6); other models need a Kilo account; non-":free" models answer 401 without sign-in (PAID_MODEL_AUTH_REQUIRED, seen 2026-10-16)
Use it
API · OpenAI chat
Free condition
Kilo account; $0 per token on Kilo's model list
Limit (stated)
published
ⓘFree until 2026-11-03 (Novita AI)
Started
Oct 31
End
ends today official Nov 3provided free of charge by Novita AI until November 3, 2026 (gateway model description)
Data policy
may train
Channel type
agent tool
Checked
Oct 31 · catalogue