Ant Group · CN

inclusionAI

Models on Hugging Face

Tracked9models

Free now1models

Best free nowLing 3.1 Flash 1019

FTI27–32

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

Artificial Analysis · third party

how FTI is computed

Free channels2

Events36

Models 1 free now · 8 not

Model	FT Intelligence	Free on	Context	Images	Events
#3–12Ling 3.1 Flash 1019inclusionAI1M · img ? · 1 event	FTI27–32 1 source, 1 independent of the vendor: centre 30; fewer than 3 sources or none independent, so shown as a band. Artificial Analysis · third party how FTI is computed 1 source	Vercel AI Gatewayends today Kilo Codeends today	1M	not checked	1 event
Not free now · 8 tracked models with no free lane
Ling 3.1 FlashinclusionAI262K · 19 events	FTI16–21 3 sources, 0 independent of the vendor: centre 19; fewer than 3 sources or none independent, so shown as a band. Vendor claims only: low confidence. 16.6 Humanity's Last Exam: 37.44 · vendor 18.8 SWE-bench Pro (public): 68.74 · vendor 24.1 Terminal-Bench 2.1: 81.18 · vendor deep swe: 59.7 · vendor · not used: no reference models for this benchmark skillsbench: 68.7 · vendor · not used: correlation 0.598 too low swe bench multilingual: 88.5 · vendor · not used: correlation 0.328 too low terminal bench 4 0: 46.03 · vendor · not used: no reference runs on the same harness how FTI is computed 3 sources	Command Codeended 18 days ago$OpenCode Zenended 19 days ago Ant Lingended 19 days ago Kilo Codeended 20 days ago OpenRouterended 20 days ago Vercel AI Gatewayended 20 days ago	262K	no	19 events
Ring-2.6-1TinclusionAI262K · 2 events	FTI13–18 3 sources, 1 independent of the vendor: centre 15; fewer than 3 sources or none independent, so shown as a band. Artificial Analysis · third party 15.7 GPQA Diamond: 88.27 · vendor 15.1 aime 2026: 95.83 · vendor arc agi v2: 66.18 · vendor · not used: no reference models for this benchmark claw eval: 63.82 · vendor · not used: only 0 reference models pinchbench: 87.6 · vendor · not used: most reference models share one score tau2 bench telecom: 95.32 · vendor · not used: no reference models for this benchmark how FTI is computed 3 sources	Kilo Codeended 27 days ago	262K	no	2 events
Ling 3.0 Flash FininclusionAI256K · 3 events	FTI10–15 2 sources, 2 independent of the vendor: centre 13; fewer than 3 sources or none independent, so shown as a band. Artificial Analysis · third party 14.8 Terminal-Bench 2.1: 50.19 · third party how FTI is computed 2 sources	OpenCode Zenended 21 days ago	256K	no	3 events
Ling 3.0 Flash VLinclusionAI262K · · 2 events	FTI9–14 1 source, 1 independent of the vendor: centre 12; fewer than 3 sources or none independent, so shown as a band. Artificial Analysis · third party charxiv rq: 81.3 · vendor · not used: only 0 reference models claweval mm: 59.9 · vendor · not used: no reference models for this benchmark mathvision: 84.87 · vendor · not used: no reference models for this benchmark mmmu pro: 79 · vendor · not used: no reference runs on the same harness mmsearch: 79 · vendor · not used: no reference models for this benchmark omnidocbench 1 5: 91.35 · vendor · not used: no reference models for this benchmark webvoyager: 90.83 · vendor · not used: no reference models for this benchmark how FTI is computed 1 source	Kilo Codeended 27 days ago	262K	yes	2 events
Ling-3.0-flashinclusionAI262K · 2 events	FTI8–13 5 sources, 3 independent of the vendor: centre 10; the sources disagree widely, so shown as a band. Artificial Analysis · third party 17 GPQA Diamond: 84.85 · third party 10.3 Humanity's Last Exam: 22.7 · vendor 7.8 LiveCodeBench: 82.8 · vendor 13.1 SWE-bench Verified: 65.2 · third party Berkeley Function Calling Leaderboard v4: 73 · vendor · not used: correlation 0.593 too low how FTI is computed 5 sources	Kilo Codeended 27 days ago	262K	no	2 events
Ling-2.6-1TinclusionAI262K · 2 events	FTI6–11 2 sources, 1 independent of the vendor: centre 8; fewer than 3 sources or none independent, so shown as a band. Artificial Analysis · third party 10.3 SWE-bench Verified: 72.2 · vendor bfcl v4: 70.64 · vendor · not used: no reference models for this benchmark claw eval: 51 · vendor · not used: only 0 reference models ifbench: 57 · vendor · not used: only 0 reference models mrcr 16k 256k: 80.37 · vendor · not used: no reference models for this benchmark pinchbench: 87.4 · vendor · not used: most reference models share one score tau2 bench: 78.36 · vendor · not used: only 0 reference models how FTI is computed 2 sources	Kilo Codeended 27 days ago	262K	no	2 events
Ling-2.6-flashinclusionAI262K · 2 events	FTI3–8 3 sources, 1 independent of the vendor: centre 6; fewer than 3 sources or none independent, so shown as a band. Artificial Analysis · third party 7.5 SWE-bench Verified: 61.2 · vendor 3.8 aime 2026: 73.85 · vendor hmmt feb 2026: 49.29 · vendor · not used: no reference models for this benchmark how FTI is computed 3 sources	Kilo Codeended 27 days ago	262K	no	2 events
Ling 3.0 Flash SanteinclusionAI256K · 8 events	—	OpenRouternot answering Kilo Codeended 14 days ago Clineended 23 days ago	256K	no	8 events

Where they are free channels with a free lane for this maker's models

Vercel AI Gateway1 lane Kilo Code1 lane

Free periods this maker's free lanes against today

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

Oct 5

Oct 12

Oct 19

Oct 26

Nov 2

Nov 9

Nov 16

today

Ling 3.1 Flash 1019

Vercel AI Gateway listed

Ling 3.1 Flash 1019

Kilo Code listed

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

Tue, Oct 2014 days ago

endedLing 3.0 Flash Sante · Kilo Codeended

inclusionai/ling-3.0-flash-sante:free is gone from Kilo's gateway catalogue and model site; 3 anonymous calls returned 404 "The requested model ... does not exist" (11:43-11:47Z) → end date Oct 20

Source: own check of the Kilo Gateway model list and anonymous calls

Fri, Oct 1618 days ago

endedLing 3.1 Flash · Command Codeended

Command Code delisted the free variant inclusionai/ling-3.1-flash:free; the model page now bills $0.30/$0.90/$0.06 per 1M (input/output/cache read, Go plan and above); no end date announced - the "free while it lasts" deal was replaced by a boosted credits deal (GOAT $100 / Pro $110) → end date Oct 16

Source: Command Code model pages (own checks) · free-to-paid window 2026-10-14 - 2026-10-16 (still $0.00/M on 2026-10-14, paid by 2026-10-16T00:01Z); also checked the model catalogue, pricing-limits docs and a 2026-10-09 Wayback snapshot of the model page

end date announcedLing 3.1 Flash · Ant LingendedAnt Ling daily free tokenslive

Ant Ling's billing upgrade notice sets the end of the daily 500K-token free allowance: 2026-10-31 23:59:59 (Beijing time), after which free credits become a ¥10 voucher issued on the 1st of each month (accounts that upgrade early get a one-off ¥20 voucher, valid 60 days); the official API still answered 200 on 2026-10-16 (usage 36/30/66 tokens, no cost field in the response) → end date Oct 31

Source: Ant Ling billing upgrade notice (zh-CN) · the FAQ still lists the daily quota with no end date; the upgrade notice sets 2026-10-31 - both sources kept

Thu, Oct 1519 days ago

endedLing 3.1 Flash · Ant Lingended

Ant's own pricing page now bills Ling-3.1-flash pay-as-you-go at ¥0.50/¥1.50 per 1M with a limited-time 75% discount (list ¥2.00/¥6.00), replacing "限时免费 2 周"; the post-trial pricing is published after "rates to be announced" → end date Oct 14

Source: Ant Ling official pricing page (ZH+EN, updated 2026-10-14)

endedLing 3.1 Flash · OpenCode Zenended

OpenCode Zen dropped Ling 3.1 Flash: no longer in the free model catalogue or the paid one, and the chat endpoint answers "Model is unavailable" (a control free model still answered 403 FreeTierError); no changelog entry → end date Oct 15

Source: OpenCode Zen models API and chat endpoint (own checks) · removal window 2026-10-14T08:00Z - 2026-10-15T00:05Z; still in the catalogue on 10-14 08:00Z

Wed, Oct 1420 days ago

endedLing 3.1 Flash · OpenRouterended Ling 3.1 Flash · Kilo Codeended Ling 3.1 Flash · Vercel AI Gatewayended

Ant's official two-week trial ended 2026-10-13: OpenRouter bills $0.075/$0.225 per 1M (75% off promo), Kilo Code and Vercel AI Gateway $0.30/$0.90; Vercel's -free model ID stops serving and OpenRouter's free variant is gone from the catalogue → end date Oct 13

Source: Vercel changelog ("free to use through October 13, 2026") plus own checks of the OpenRouter models API, Kilo Code and Vercel model pages

became availableLing 3.1 Flash · Command Codeended

Still $0.00/M on input, output and cache after the trial ended elsewhere: "free while it lasts", credits never draw down, available on the Go plan and above

Source: Command Code model page

Tue, Oct 1321 days ago

endedLing 3.0 Flash Sante · OpenRouternot answering

Free :free variant removed from OpenRouter (pricing>0); paid version remains

Source: own check of openrouter.ai/api/v1/models

endedLing 3.0 Flash Fin · OpenCode Zenended

opencode/ling-3.0-flash-fin-free no longer in the Zen model list

Source: own check of opencode.ai/zen/v1/models

Sun, Oct 1123 days ago

endedDots3-Note Preview · Clineended North Mini Code · Clineended Ling 3.0 Flash Sante · Clineended Nemotron 3 Nano Omni 30B A3B (reasoning) · Clineended Nemotron 3 Super · Clineended Nemotron 3 Ultra (550B-A55B) · Clineended Nemotron 3.5 Lightning · Clineended Laguna S 2.1 · Clineended Laguna XS 2.1 · Clineended LFM 2.5 2.6B · Clineended Apodex 1.1 Mini · Clineended Gemma 4 26B A4B · Clineended Gemma 4 31B · Clineended Inkling Small · Clineended Inkling · Clineended Kimi K3 · Clineended

Cline free promotion ended: API returns "Free model promotion ended"; models removed from Cline recommended models catalogue

Source: Cline API and CLI check

Wed, Oct 727 days ago

endedGemma 4 26B A4B · Kilo Codeended Hy3 · Kilo Codeended Hy3 preview · Kilo Codeended Ling-2.6-1T · Kilo Codeended Ling-2.6-flash · Kilo Codeended Ling-3.0-flash · Kilo Codeended Ling 3.0 Flash VL · Kilo Codeended MiniMax M2.7 · Kilo Codeended MiniMax M3 · Kilo Codeended Nex-N2-Pro · Kilo Codeended Nex-N2.5-Pro · Kilo Codeended Ring-2.6-1T · Kilo Codeended

Not in Kilo's free model list any more: the signed-in Kilo CLI (7.8.3) lists 14 free models, none of these; most remain only as paid models

Source: own check: kilo models kilo, signed in

Tue, Oct 628 days ago

became availableDots3-Note Preview · Kilo Codelive Laguna S 2.1 · Kilo Codeended Ling 3.1 Flash · Kilo Codeended Nemotron 3 Super · Kilo Codenot answering Nemotron 3 Ultra (550B-A55B) · Kilo Codelive Apodex 1.1 Mini · Kilo Codeended North Mini Code · Kilo Codelive Ling 3.0 Flash Sante · Kilo Codeended LFM 2.5 2.6B · Kilo Codelive Nemotron 3 Nano Omni 30B A3B (reasoning) · Kilo Codelive Nemotron 3.5 Lightning · Kilo Codelive Laguna XS 2.1 · Kilo Codeended Step 3.7 Flash · Kilo Codeended

Answered a test prompt through the Kilo CLI (7.8.3, roll-call) without signing in

Source: own check

became availableNorth Mini Code · Clineended Ling 3.0 Flash Sante · Clineended Nemotron 3 Nano Omni 30B A3B (reasoning) · Clineended Nemotron 3 Super · Clineended Nemotron 3 Ultra (550B-A55B) · Clineended Nemotron 3.5 Lightning · Clineended Laguna S 2.1 · Clineended Laguna XS 2.1 · Clineended LFM 2.5 2.6B · Clineended

Answered a test prompt in the Cline CLI (3.0.68, signed in, plan mode)

Source: own check

became availableSpace Bunny (stealth) · OpenCode Zenended LongCat 2.5 Preview · OpenCode Zenended Ling 3.1 Flash · OpenCode Zenended Nemotron 3.5 Lightning · OpenCode Zenlive Fledge Alpha · OpenCode Zenended

Answered a test prompt through the OpenCode CLI (opencode run) with no account

Source: own check

listedNemotron 3 Ultra (550B-A55B) · OpenCode Zenended Ling 3.0 Flash Fin · OpenCode Zenended MiMo V2.5 · OpenCode Zenended JEV 1.13 · OpenCode Zenended Big Pickle · OpenCode Zenlive Muse Spark 1.3 (Contributor) · OpenCode Zenended Muse Spark 1.2 (Contributor) · OpenCode Zenended

In OpenCode Zen's free list (-free models); our test call failed (server error, upstream overload or timeout)

Source: OpenCode Zen docs

became availableLing 3.1 Flash · Kilo Codeended

Kilo marks inclusionai/ling-3.1-flash free on purpose (Kilo-Org/cloud PR #7114); it answers without signing in and passed headless agent tasks, with an upstream 429 under load

Source: Kilo-Org/cloud PR #7114

listedLing 3.1 Flash · Vercel AI Gatewayended Laguna S 2.1 · Vercel AI Gatewayended

Listed at $0 in Vercel AI Gateway's own catalogue (standing free tier); not called by us yet

Source: Vercel AI Gateway pricing / models

limit changedLing 3.1 Flash · Vercel AI Gatewayended Laguna S 2.1 · Vercel AI Gatewayended

Tested with a Vercel AI Gateway key: Ling 3.1 Flash (Free) answers but is capped at 5 requests per minute per team (per region); Laguna S 2.1 Free returned 503

Source: own check

limit changedLing 3.1 Flash · Vercel AI Gatewayended

After buying AI Gateway credits (paid tier removes Vercel's per-model limit) the free Ling 3.1 Flash still costs $0 but the Novita upstream returned 503 for most calls: 10/10 once, then mostly 503 at 3–15 parallel

Source: own check

Sun, Oct 430 days ago

02:45limit changedLing 3.1 Flash · Command Codeended

Free limit raised to 300 requests/day

Source: Command Code

Fri, Oct 232 days ago

listedLing 3.1 Flash · Kilo Codeended

Added to Kilo's model catalogue as "inclusionAI: Ling 3.1 Flash (new)" at $0 per token (Kilo's own record date)

Source: Kilo model page

listedLing 3.1 Flash · OpenRouterended

Listed on OpenRouter as inclusionai/ling-3.1-flash at $0 (OpenRouter's catalogue record date)

Source: OpenRouter model page