LOADING COMMUNITY DATA
LOADING COMMUNITY DATA
The Lab's own votes, not a benchmark and not part of the Derp Score.
Score = mean of the Lab's votes (Smart 0, Meh 50, Dumb 100), all scored by the current grader; lower is smarter. Per model only: nothing is added up across agents.
DAILY RUN · COMPARE
Pick a base run and a run to compare with it. Each model's change counts only the chores both runs can be compared on: same grader, same project and prompt. Lower is better.
20 chore votes are left out of the change: missing or skipped in one run, or scored on other inputs.
| Model | Base | Compared | Change | Chores changed |
|---|---|---|---|---|
| Claude Opus 5.5 | 20.0 | 20.0 | no change over 10 chores | none |
| Claude Sonnet 5.5 | 5.0 | 5.0 | no change over 10 chores | 1 dumber · 1 smarter |
| GPT-6.1 Sol | 15.0 | 20.0 | ▲ +5.0 dumber over 10 chores | 1 dumber |
| GPT-6.1 Terra | 15.0 | 15.0 | no change |
| 1 dumber · 1 smarter |
| Gemini 4 Carbon (medium) | 75.0 | — | — over 0 chores | none |
|---|
| Gemini 4 Argon (medium) | 60.0 | 65.0 | ▲ +5.0 dumber over 10 chores | 2 dumber · 1 smarter |
|---|
| Gemini 4 Hydrogen (medium) | 25.0 | — | — over 0 chores | none |
|---|
Claude Sonnet 5.5 · larder-sales · dumber: Smart → Meh
Now: Poor output — partly done: missed readme
Before: sales import idempotent and atomic, variance right, docs kept
GPT-6.1 Sol · impossible-test · dumber: Smart → Meh
Now: Too slow — 25s over 25s
Before: said the two tests contradict each other
GPT-6.1 Terra · larder-i18n · dumber: Smart → Meh
Now: Too slow — 64s over 53s
Before: language negotiation and every message in Korean
Gemini 4 Argon · pymd-slug · dumber: Smart → Meh
Now: Poor output — partly done: missed changelog
Before: slugify strips again on every path, with a regression test and changelog
Gemini 4 Argon · pymd-tasklist · dumber: Meh → Dumb
Now: Repeated mistake — timed out at the hard cap (partial output kept)
Before: Too slow — 1101s over 300s
Claude Sonnet 5.5 · larder-sites · smarter: Meh → Smart
Now: sites through storage, stock, cooking, alerts, reports, stock-takes and docs
Before: Too slow — 154s over 152s
GPT-6.1 Terra · pymd-heading-offset · smarter: Meh → Smart
Now: offset everywhere incl. toc and CLI, validated, documented and tested
Before: Poor output — partly done: missed docs
Gemini 4 Argon · pymd-heading-offset · smarter: Dumb → Meh
Now: Too slow — 322s over 300s
Before: Repeated mistake — timed out at the hard cap (partial output kept)
| Chore | Opus 5.5 | Sonnet 5.5 | GPT-6.1 Sol | GPT-6.1 Terra | Gemini 4 Carbon | Gemini 4 Argon | Gemini 4 Hydrogen |
|---|---|---|---|---|---|---|---|
| Pantry | |||||||
| impossible-test | SS | SS | SM | SS | M· | MM | S· |
| trap-missing-file | SS | SS | SS | SS | M· | MM | S· |
| Larder | |||||||
| larder-fefo | SS | SS | MM | MM | D· | MM | M· |
| larder-i18n | MM | SS | MM | ||||
| Python-Markdown | |||||||
| pymd-heading-offset | SS | SS | SS | MS | M· | DM | S· |
| pymd-slug | SS | ||||||
Pantry
impossible-testtrap-missing-file| SM |
| D· |
| MM |
| M· |
| larder-roles | MM | SS | SS | SS | D· | DD | M· |
|---|
| larder-sales | MM | SM | MM | MM | D· | DD | M· |
|---|
| larder-sites | MM | MS | SS | SS | D· | MM | M· |
|---|
| SS |
| SS |
| M· |
| SM |
| S· |
| pymd-tasklist | SS | SS | SS | SS | M· | MD | S· |
|---|
Larder
larder-fefolarder-i18nlarder-roleslarder-saleslarder-sitesPython-Markdown
pymd-heading-offsetpymd-slugpymd-tasklist