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HUBAI DECISION MATRIX

Make the trade-off visible.

Choose three finalists, set what matters and inspect the weighted result before running an identical-task pilot. A score gap is not statistical confidence.

01 · FINALISTS

Put three products in the room.

02 · WEIGHTING

What wins this decision?

03 · DEAL BREAKERS

Remove false choices.

Independent evidence requiredUntested products cannot be ranked. This requirement stays on.

LIVE DECISION

Insufficient evidence

PAUSE
WEIGHTED SCORE SIGNALInsufficient evidenceThe comparison needs another eligible option
01CG
Text AI

ChatGPT

—EXCLUDED

Complete, valid dimension evidence required · Independent score pending

Evidence summary
  • Product / model: ChatGPT; exact tested version: Not supplied
  • Independent test date and run record: Not supplied
  • Evidence basis: Independent test pending; vendor claims are not measurements
  • Source check date: 8 October 2026 (not a test date)
  • Published cost boundary: Free consumer entry; paid Go, Plus, Pro, Business and Enterprise routes. No GBP amount was exposed in the public page checked; obtain the signed-in UK checkout quote. API billing is separate; advertising uses separate campaign billing terms. · Recorded check: 15 October 2026. Currency and UK VAT to confirm.
  • Accepted-task cost: Not supplied; retries, usage, tools and human review must be measured in your pilot

Check the linked product sources and run the same task before treating a score or vendor claim as proof.

02CL
Text AI

Claude

—EXCLUDED

Independent score pending

Evidence summary
  • Product / model: Claude; exact tested version: Not supplied
  • Independent test date and run record: Not supplied
  • Evidence basis: Independent test pending; vendor claims are not measurements
  • Source check date: 9 October 2026 (not a test date)
  • Published cost boundary: USD list prices: Free $0; Pro $20/month or $200 billed upfront for a year; Max starts at $100/month. Team Standard $20 per seat/month billed annually or $25 monthly; Premium $100 per seat/month billed annually or $125 monthly. Applicable taxes and usage conditions are separate. · Recorded check: 15 October 2026. USD list price; UK price/VAT to confirm.
  • Accepted-task cost: Not supplied; retries, usage, tools and human review must be measured in your pilot

Check the linked product sources and run the same task before treating a score or vendor claim as proof.

03GE
Text AI

Gemini

—EXCLUDED

Complete, valid dimension evidence required · Independent score pending

Evidence summary
  • Product / model: Gemini; exact tested version: Not supplied
  • Independent test date and run record: Not supplied
  • Evidence basis: Independent test pending; vendor claims are not measurements
  • Source check date: 28 September 2026 (not a test date)
  • Published cost boundary: UK consumer listing: Free £0/month; Google AI Plus £4.49/month; Pro £18.99/month; Ultra £79.99/month or £189.99/month for the higher usage option. Check account eligibility, checkout terms and third-party charges. API and business subscriptions are separate routes. · Recorded check: 15 October 2026. GBP; VAT treatment to confirm at checkout.
  • Accepted-task cost: Not supplied; retries, usage, tools and human review must be measured in your pilot

Check the linked product sources and run the same task before treating a score or vendor claim as proof.

SENSITIVITY CHECKAdd another eligible finalist to test decision sensitivity.

Your strongest weighting is output quality. Change it above to inspect the ordering; validate it with a same-task pilot.