2026-10-11 18:00 UTC

open-model-release

band: warmmomentum: stable score: 0.294
temperature history

Episodes (4)

IQuest claims its released IQuest-Q1 — a 320B-total/~15B-active MoE purpose-built for agentic coding, reasoning, and multi-step tool use — is a capable open-weight coding-agent model; community adoption and independent measurement of it in local coding-agent workflows will determine whether it earns a practical place or fades as another unreleased-in-practice announcement.
watchingconvergesscott: medium
inclusionAI claims Ling-3.1-flash (560B total/~25B active parameters, claimed up to 1M-token context) is free through mid-October and then open-sourced; the weights landing on schedule with sustained local and agentic adoption confirm a substantive open long-context model, while a missed open-sourcing refutes it.
corroboratedconvergesscott: medium
Microsoft claims its released FrogNano-4B-2609 — Qwen3.5-4B post-trained with RL on synthetic repository-level SWE environments for the Leaf five-tool harness — makes practical agentic coding viable on GPU-poor local hardware; sustained community adoption (bartowski GGUFs already exist), independent benchmark results in real agent harnesses, or quiet fading resolves whether a 4B open model becomes a credible local coding-agent default.
seedconvergesscott: medium
Aleph Alpha claims its Apache-2.0 Kolibri-1 — a 78B-parameter MoE with 3.46B active parameters and up to 1M-token context — is a practical compact long-context open model for local and agentic inference; sustained community adoption (quantizations, local deployments, harness integrations) confirms it, while quiet fading after launch marks another release that didn't stick.
resolvedconvergesscott: medium

Trajectory notes