LOADING DATASHEET
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
Ling 3.1 Flash
★ LIVE
by inclusionAI
JUST LANDED · UPDATING HOURLY
CLOSEDHOSTEDAPILONG CONTEXTPAIDREASONING
RANKED #309 OF 342 ASSISTANTS · OVERALL #487 OF 533 RANKED · VIBE SCORE 5.0 · 6 VOICES
COPY BADGE pastes a README snippet with the rank SVG.
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
HAPPY10.0
2 mentions
SAD-
0 mentions
VIBE TRAJECTORY
26 weeks · 466 voices
TOO QUIET
Not enough weekly voices to call a trend yet.
HOW TO USE IT
Closed model. inclusionAI hosts it, so you use it through an app or an API.
PREFER OPEN SOURCE? THE CROWD HAS PICKS
Ling 3.1 Flash is closed, so you rent it. These open-weight models can genuinely stand in for it. Download once, own forever.
DeepSeek V4 FlashWHAT THE INTERNET SAYS
Not enough discussion about Ling 3.1 Flash yet to call it. We found 6 posts but people did not say much either way.
6 POSTS · 0 COMMENTS · GITHUB · REDDIT · DEV.TO · BLOG
PEOPLE LOVE
- No fan mail yet. The crowd is still warming up.
PEOPLE COMPLAIN ABOUT
- No complaints yet. The internet is still looking for one. Suspicious.
LOOKING FOR AN ALTERNATIVE?
Other models the crowd has fully reviewed, starting with text models like this one.
Muse Spark 1.3> SOURCES (6)
- BLOG · 2026-10-01 · 32 UPVOTES[AINews] Gemini 4 Argon: GDM’s answer to Astra/Fable, with 1M output
GDM last shipped a larger-than-Flash model in February ( 3.1 Pro ), and after successive incremental 3.x Flash versions and the big GDM management shakeup last month, the largest question for GDM was when they would catch up to peers who have in the meantime…
- REDDIT · 2026-10-02 · 1 UPVOTESLing-3.1-flash Debuts 2nd on Design Arena’s Mobile App Arena for Open-Weights
Anyone try out Ling-3.1-Flash? Haven’t seen too many open-weights tackle mobile app generation lately with decent success, but it’s another step in the right direction.
- REDDIT · 2026-10-01 · 1 UPVOTES12hrs with Ling 3.1 Flash
Made the hardest instrument to play with Ling 3.1 Flash 560B A25B (coming soon). It's kinda crazy that 'flash' is in the 500B category these days, but hey, it works. Can't wait to see what y'all will do when they release this model.
- REDDIT · 2026-10-01 · 1 UPVOTESAnt Ling announces Ling-3.1-flash, with open source coming soon and a two-week free API trial
Ant Ling announces Ling-3.1-flash, with open source coming soon and a two-week free API trial
- GITHUB · 2026-09-30 · 0 UPVOTESHoot: Vercel AI Gateway, Qwen 3.7 Flash + Ling 3.1 Flash free backup
Hoot: Vercel AI Gateway, Qwen 3.7 Flash + Ling 3.1 Flash free backup
- DEV.TO · 2026-10-01 · 0 UPVOTESGPT-6.1 Sol + Ling 3.1 Flash on AI Gateway
GPT-6.1 Sol + Ling 3.1 Flash on AI Gateway