buildOne report1 publisher Fixing the deployment target splits the flash-tier coding leaderboard into three winners
GLM-5.3-Flash leads agentic terminal work, DeepSeek V4 Flash is billed as the cheapest per token, and a 2.52B MiniCPM5-2B runs locally under Apache 2.0. The comparison flags most of those numbers as vendor-reported.
Reality
- Evidence34
- Adoption27
- Hype gap+26
- Incentives58
- Confidence41
buildOne report1 publisher Stripped GLM-5.3-Flash weights show what Z.ai's MIT license permits
DeAlignAI's downloadable FP8 build is the license working exactly as written, while its self-reported 320-of-320 HarmBench run remains unchecked by any outside researcher and measures compliance, not capability.
Reality
- Evidence46
- Adoption20
- Hype gap+18
- Incentives72
- Confidence55
buildOne report1 publisher Abliteration.ai rents a refusal-stripped GLM-5.3 for five dollars a million tokens
Editing refusal behaviour out of the weights means nothing in front of the model can put it back, and the harder question is what the hosted version buys when SaferAI found the unmodified predecessor already refused nothing.
Reality
- Evidence42
- Adoption20
- Hype gap+25
- Incentives78
- Confidence40
buildOne report1 publisher AMD and NVIDIA top Hugging Face's new-model count with converted checkpoints
Each of the two chip vendors pushed more than 200 new open-weight repositories this year, ahead of every AI lab, and the same summary concedes much of that volume is existing models converted to run on their own silicon.
Reality
- Evidence30
- Adoption55
- Hype gap+20
- Incentives68
- Confidence33
buildConfirmed2 publishers Google's new 330 million parameter forecaster takes covariates and related series zero-shot in one forward pass, which puts a lot of bespoke per-SKU plumbing up for review, assuming the accuracy transfers to your own series.
Reality
- Evidence46
- Adoption22
- Hype gap+30
- Incentives78
- Confidence63