Ling 3.1 Flash 1019 hits AI Gateway

// 1h agoMODEL RELEASE

Ling 3.1 Flash 1019 hits AI Gateway

InclusionAI’s updated reasoning model is now available through Vercel AI Gateway, free until November 3, 2026. It targets coding and tool-using agents with a 1M-token context window, 560B total parameters, and 25B active per token.

// ANALYSIS

Ling 3.1 Flash 1019 is a compelling short-term test for developers building long-context agents, though the free window is more valuable for evaluation than production planning.

–The 1M-token context window enables extended codebase, document, and task-history workflows.
–Vendor-reported gains include AutomationBench performance rising from 62% to 68% and AA-Briefcase Elo increasing to 1524.
–AI Gateway makes experimentation easy through AI SDK, OpenAI-compatible, Anthropic-compatible, and coding-agent integrations.
–Sparse activation improves inference efficiency, but 560B total parameters still make self-hosting demanding.
–Developers should benchmark reliability, latency, and cost before the November 3 pricing change.

// TAGS

ling-3.1-flash-1019llmlong-contextreasoningagentinferenceapi

DISCOVERED

1h ago

2026-10-30

PUBLISHED

2h ago

2026-10-30

RELEVANCE

9/ 10

AUTHOR

vercel_dev

// KEEP READING

More AI developer news from the feed

EXPLORE FULL FEED

UPDATE45m ago

fx v0.0.16 cuts tokens, download size

Vercel’s open-source coding agent fx v0.0.16 reduces uncached input tokens by 41%, cuts libfx downloads by about 60%, and shrinks the CLI binary by 2.8%. It also expands file-edit capacity to 16 MiB and improves prompt-cache reuse across workspaces.

UPDATE50m ago

Claude Max 20x Removes Five-Hour Cap

Anthropic says its $200/month Claude Max 20x plan no longer has a rolling five-hour session limit, improving continuity for heavy Claude and Claude Code users. Current documentation still lists weekly and other usage caps.

OPEN SOURCE1h ago

map3d Turns OpenStreetMap into GLB Cities

map3d is an MIT-licensed React Three Fiber app that converts OpenStreetMap building and road data into explorable 3D city scenes, then exports them as GLB files. It offers a fast starting point for digital twins, drone surveys, and 3D prototypes, but warns that missing or inaccurate height data limits real-world fidelity.