Scores help you shortlist. The final decision should come from one repeated task using your own inputs.
VS
02 · DEFINE THE BUYER
The winner changes when the job changes.
HubAI applies visible rule-based adjustments to the catalogue evidence. This is a shortlist signal, not a substitute for testing.
MI
General AI
Microsoft 365 Copilot
58FIT /100
A broad Microsoft 365 work surface with new Home, Code and Autopilot modes. The tenant integration and runtime controls are credible strengths, but access is staged and long-running agent work is metered, so HubAI withholds a score until a same-work test measures accepted output, actions, review and complete cost.
Best for
Microsoft 365 organisations evaluating grounded chat, document work, internal app building and persistent agents under tenant controls
Price
UK enterprise £23.10/user/month paid yearly excluding VAT, plus a qualifying Microsoft 365 plan; Business £16.10, promotional £13.80 through 31 December 2026; Cowork, Code and Autopilot use usage-based billing
Free / trial
Frontier preview requires an eligible subscription and opt-in; business access also requires organisation enrolment. Autopilot is a private preview.
Watch-out
Home and Code are staged through Frontier and Autopilot remains a private preview
Low confidence · Score v1.1+ Catalogue evidence available for review.! Output quality needs a same-task proof check.
A new workhorse route for difficult coding and agent tasks with a 1.05M context window. The specifications and price are concrete, but the launch performance claims are vendor-reported, so HubAI withholds a score until a same-work test measures accepted results and complete cost.
Best for
Complex coding, agentic and professional tasks where higher accepted-task quality can justify a premium over a volume model
Price
$2/1M input, $0.20/1M cached input, $2.50/1M cache write and $10/1M output at standard API rates; requests above 272K input use higher rates
Free / trial
Metered API access; gradual availability in ChatGPT Work and Codex for eligible paid, Business, Enterprise and Edu plans, plus selected paid GitHub Copilot plans
Watch-out
Launch benchmarks, factuality and safety comparisons are provider-reported
Low confidence · Score v1.1+ Catalogue evidence available for review.! Output quality needs a same-task proof check.
Choose Microsoft 365 Copilot whenIntegrated with Microsoft 365 work, files and collaboration surfaces
S6
Choose GPT-6 Sol whenPublished 1,050,000-token context window and 128K maximum output
OUTCOME COST COMPARISON
Compare usable results—not plan badges.
Enter one representative monthly scenario for each product. No price is inferred from vendor copy.
PUBLISHED PRICE REFERENCE
Microsoft 365 Copilot
UK enterprise £23.10/user/month paid yearly excluding VAT, plus a qualifying Microsoft 365 plan; Business £16.10, promotional £13.80 through 31 December 2026; Cowork, Code and Autopilot use usage-based billing
£3.41/ accepted output
PUBLISHED PRICE REFERENCE
GPT-6 Sol
$2/1M input, $0.20/1M cached input, $2.50/1M cache write and $10/1M output at standard API rates; requests above 272K input use higher rates
£3.41/ accepted output
COMPARISON LIBRARY
One buying decision per page.
Start with the job, inspect the evidence, then run the supplied side-by-side test before purchasing.
A score is only useful when the test matches the category.
Video tools are judged differently from code assistants. HubAI keeps the four shared dimensions visible, then adds a job-specific test plan to every comparison.