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ModelFit – find the cheapest LLM that can back up your main coding model

https://github.com/kwadwoadu/modelfit
2•kwadwoadu•1h ago

Comments

kwadwoadu•1h ago
With every new model version, i see the official benchmarks, but have a hard time aligning them to my actual work. I wanted to know which cheap/alternative model can actually handle MY codebase / way of working, if my main model is down or too pricey for a task.

It generates coding probes from a repo you name, sends them to candidate models, then blind grades the answers against an explicit rubric.

The judge sees the task and answer, not which model wrote it.

Correctness is ranked before cost and latency, a cheap model that ships non-compiling code is not a usable backup.

Head to Head: Anthropic: Claude Opus 4.8 vs. Google: Gemini 3.5 Flash

https://runtimewire.com/article/head-to-head-anthropic-claude-opus-4-8-vs-google-gemini-3-5-flash
1•ryanmerket•51s ago•0 comments

The Modular Monolith in Rails: Engines, Packwerk and Boundaries

https://davidslv.uk/modular-monolith-rails/
1•davidslv•2m ago•0 comments

Github Copilot: Changes to model selection for Free and Student plans

https://github.blog/changelog/2026-06-24-changes-to-model-selection-for-free-and-student-plans/
1•zorrn•2m ago•0 comments

How to Tell If Your Kafka Self-Service Is Working?

https://medium.com/conduktor/how-to-tell-if-your-kafka-self-service-is-actually-working-361cef450b81
1•chtefi•3m ago•0 comments

Show HN: Pinch to zoom on Paul Graham's essays

https://www.pgstrata.com/
1•knrz•3m ago•0 comments

Could You Pass Thomas Edison's Job Application Test?

https://www.saturdayeveningpost.com/2026/06/could-you-pass-thomas-edisons-job-application-test/
1•bookofjoe•4m ago•0 comments

Why Data Marketplaces Don't Work: The Geometry of Data Markets

https://brickroad.network/blog/geometry-of-data-markets
1•dataranger•4m ago•0 comments

Nature retracts provocative PD-1 study tying lung cancer survival to tx timing

https://www.fiercepharma.com/pharma/nature-retracts-provocative-pd-1-study-tied-lung-cancer-survi...
1•randycupertino•5m ago•1 comments

Is AI 'one big bubble'? Behind the tech sell-off

https://www.npr.org/2026/06/23/nx-s1-5867633/ai-selloff-tech-stocks-bubble-nasdaq
1•doctor_radium•6m ago•0 comments

Linus calls sched_ext's file layout "disgusting"

https://www.phoronix.com/news/Linux-Sched-Ext-Restructured
1•p_stuart82•8m ago•0 comments

Announcing Mozilla.org, a New 501(C)(3) Nonprofit

https://blog.mozilla.org/en/mozilla/news/announcing-mozilla-org-new-non-profit/
1•wintermute2dot0•9m ago•0 comments

How to Resolve Promises Sequentially in JavaScript

https://www.jamdesk.com/blog/resolve-promises-sequentially-javascript
1•jamdesk•10m ago•0 comments

Close Encounters of the Imagined Kind

https://argumenta.blog/posts/close-encounters-of-the-imagined-kind
1•cbiaivids•10m ago•1 comments

AI coding agents need evidence-first review, not just cheaper routing

https://undes.app/blog/cheaper-ai-code-generation-engineering-cost
2•CalmAngler•11m ago•1 comments

I rewrote PostHog's SQL parser, 70x faster, while barely looking at the code

https://posthog.com/blog/sql-parser
5•robbie-c•12m ago•0 comments

Forensic Analysis: Hal Finney Missed the Bitcoin Launch

https://twitter.com/raw_avocado/status/2069786136998785412
1•alexwaltz•12m ago•1 comments

Show HN: Screen recording your crappy startup

https://www.youtube.com/channel/UC2DA9fAIEVtAhy_1TdQDLHQ
1•johnwheeler•13m ago•0 comments

Tata Electronics confirms cyberattack as hackers leak data

https://www.bleepingcomputer.com/news/security/tata-electronics-confirms-cyberattack-as-hackers-l...
1•Brajeshwar•15m ago•0 comments

Co-Packaged Optics (CPO) – Scaling with Light for the Next Wave of Interconnect

https://newsletter.semianalysis.com/p/co-packaged-optics-cpo-book-scaling
1•JumpCrisscross•17m ago•0 comments

Fossils of archaic human found in a cave are the same sex

https://www.cnn.com/2026/06/24/science/homo-naledi-fossils-same-sex
1•Tomte•17m ago•0 comments

Elon should remain focused on Mars; diverting to the Moon would be a mistake

https://quillette.com/2026/03/05/musk-is-enticed-by-the-lunar-siren-moon-space/
1•speckx•19m ago•0 comments

Beyond expands AI offering with revenue management tools

https://shorttermrentalz.com/news/beyond-expands-ai-revenue-management/
1•thomcrowe•21m ago•0 comments

Four by Three Puzzle

https://www.hankgreen.com/fourbythree
1•marvinborner•24m ago•0 comments

Show HN: SparQ Pulse – Self-hosted, GitHub-native project management

https://github.com/gosparQ/sparq
1•aidanurbina•24m ago•0 comments

Robert Stroud

https://en.wikipedia.org/wiki/Robert_Stroud
2•petethomas•24m ago•0 comments

Show HN: Piranha Chat – The second screen for live events.

https://piranha.chat/
1•Mike-Mait•24m ago•0 comments

A $45M Donation Brought Larry Ellison Deeper into Trump's Circle

https://www.wsj.com/politics/policy/how-a-45-million-donation-brought-larry-ellison-deeper-into-t...
3•petethomas•25m ago•1 comments

Vibe Coding to Agentic Engineering with Claude Code

https://www.apimatic.io/blog/agentic-engineering-claude-code
1•m3h•25m ago•0 comments

Popup Conversion Wizard – All-in-one premium popup app

https://apps.shopify.com/orange-popup
1•Vectortech•27m ago•1 comments

Engine No. 1000: Destinus reaches industrial-scale turbojet production in Europe

https://www.destinus.com/post/engine-no-1000-destinus-reaches-industrial-scale-turbojet-productio...
1•Someone•28m ago•0 comments