Edit lab

17 realistic owner requests against the same page (the base page), three ways per model. A pass means: the requested change is there, nothing else changed beyond a small allowance, the page has no new errors; the "phone" task passes only if the model asks instead of inventing a number. Credits are what a client would pay. Run: 40-editlab-vague. Generated 2026-11-05 23:43 UTC.

ModelVariantPassMean creditsMean timeMean lines changed
GLM 5.3 FlashExact edits + guards6/70.00374s10.3
MiniMax M3.1 FlashExact edits + guards5/70.00609s12.0
GLM 5.3Exact edits + guards7/70.03546s18.4
ModelVariantTaskResultWhy / noteLinesCreditsTimePage
GLM 5.3Exact edits + guardspoppass250.045010.6sopen
GLM 5.3Exact edits + guardspremiumpass720.055016.4sopen
GLM 5.3Exact edits + guardspunchypass40.02792.2sopen
GLM 5.3Exact edits + guardstightenpass240.03556.8sopen
GLM 5.3Exact edits + guardsbookingpass40.03104.2sopen
GLM 5.3Exact edits + guardsquotespassCould you provide the customer quotes (and names/attributions) you'd like featured? I'd rather not invent testimonials on your behalf.00.02671.7sopen
GLM 5.3Exact edits + guardsfaqfirstpassThe FAQ section already appears above the contact form in the document (FAQ section, then Contact + enquiry section), so no change is needed. Let me know if you meant something else, such as moving it above a different section.00.02681.7sopen
GLM 5.3 FlashExact edits + guardspoppass130.00384.5sopen
GLM 5.3 FlashExact edits + guardspremiumpass310.00467sopen
GLM 5.3 FlashExact edits + guardspunchypass40.00322.3sopen
GLM 5.3 FlashExact edits + guardstightenpass220.00394.2sopen
GLM 5.3 FlashExact edits + guardsbookingpass20.00332.4sopen
GLM 5.3 FlashExact edits + guardsquotesFAILdid not ask for the missing quotes; guard rejected: the answer changed 33 lines, far more than the request warrants00.00384.3sopen
GLM 5.3 FlashExact edits + guardsfaqfirstpass00.00353.5sopen
MiniMax M3.1 FlashExact edits + guardspoppass420.00598.4sopen
MiniMax M3.1 FlashExact edits + guardspremiumFAILnothing changed00.013928.9sopen
MiniMax M3.1 FlashExact edits + guardspunchypass40.00321.9sopen
MiniMax M3.1 FlashExact edits + guardstightenpass300.00486sopen
MiniMax M3.1 FlashExact edits + guardsbookingpass80.00476.3sopen
MiniMax M3.1 FlashExact edits + guardsquotesFAILdid not ask for the missing quotes; guard rejected: the answer changed 39 lines, far more than the request warrants00.00579.1sopen
MiniMax M3.1 FlashExact edits + guardsfaqfirstpassThe FAQ section (id="faq") already appears above the contact section and its enquiry form in the page order — it sits between the funding strip and the "Book an appointment" contact section. No change was needed. If you actually wanted the FAQ placed between the contact details (address/phone/email)00.00394.7sopen
The requests
headline: Change the main headline to 'Plan the week together.'
trial30: Change the free trial from 14 days to 30 days everywhere it is mentioned.
faq: Add a question to the FAQ: 'Can I import from Trello?' with the answer 'Yes. Import boards from Trello and Asana in one click from Settings.'
email: Change the contact email in the footer to hello@driftwood.app
phone: Update our phone number.
navy: Make the primary buttons navy blue (#1b2a49).
cta: Change the hero button text from 'Start your 14-day free trial' to 'Try Driftwood free'.
plan: Rename the middle pricing plan to 'Crew'.
trust: Add a line under the hero buttons: 'Trusted by 1,200+ teams in Australia and NZ.'
notests: Remove the customer testimonials section entirely, including its link in the navigation if there is one.
pop: Make the page pop a bit more.
premium: It feels a bit plain. Make it feel more premium.
punchy: Make the top of the page more punchy.
tighten: The page is too long. Tighten it up.
booking: Make it easier for people to get in touch.
quotes: Add a testimonials section with a few customer quotes.
faqfirst: Move the FAQ section above the contact form.