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Topic

Agentic Coding Models

AI language models designed to autonomously write, debug, and complete software engineering tasks, benchmarked on agentic coding performance and cost.

Current stories

securityOne report1 publisher

Meta ships Muse Wonder agent models before its full safety report is out

Meta has released Muse Wonder and Muse Wonder Full, two agent models, ahead of the full safety report it says will arrive soon. Teams pointing the agents at messages, calendars or documents are working from Meta's own account of how they behave.

Reality

Evidence30
Adoption
Not scored
Hype gap+25
Incentives
Not scored
Confidence55
buildOne report1 publisher

Failed runs decide whether Claude Sonnet 5.5 undercuts Opus 5.5

Anthropic prices Claude Sonnet 5.5 at half Opus 5.5's per-token rate, but Artificial Analysis measured $7.67 per task at max effort against Opus's $5.98. In The New Stack's own tests, runs that were billed but never finished decided which model cost less per completed job.

Publishers:thenewstack.io

Reality

Evidence55
Adoption
Not scored
Hype gap+20
Incentives35
Confidence50
buildOne report1 publisher

Claude Opus 5.5 ties Fable 5.1 on two coding tests while costing 28% to 50% less per run

Claude Opus 5.5 matched Fable 5.1 on every hidden test in two New Stack coding trials, at $0.75 and $1.42 per run against $1.50 and $1.96. It needed more tokens and more minutes to get there, so the saving holds only for tasks that resemble these.

Publishers:thenewstack.io

Reality

Evidence52
Adoption
Not scored
Hype gap+15
Incentives40
Confidence55
buildOne report1 publisher

Anthropic prices its newer Sonnet a third below Sonnet 4.5

Sonnet 4.5 still leads GPT-5 on the coding leaderboards, and GPT-5 lists about 46 percent below it on a 5:1 token mix. Anthropic's current Sonnet undercuts both of Sonnet 4.5's list prices, and that complicates a routing plan built on the older pair.

Publishers:dev.to

Reality

Evidence40
Adoption20
Hype gap+15
Incentives55
Confidence45
buildOne report1 publisher

Nvidia buys the production line: $6B for Poolside's factory, plus offers to 109 engineers

A non-exclusive license and a hiring raid give the chipmaker its own open-weight model shop. Anyone planning around a neutral silicon supplier should reprice that.

Publishers:runtimewire.com

Reality

Evidence52
Adoption34
Hype gap+22
Incentives71
Confidence55