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Start with the decision.

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A LITTLE DIRECTION GOES A LONG WAYHelp me chooseToo many tools, not enough time? Tell us about your work and budget. We’ll help you make a shortlist.Find my fit
HUBAI MODEL ROUTER LAB

Route the task.
Not the hype.

Tell HubAI what the model must do and what cannot be compromised. Get up to three candidates, a visible routing trace and the test required before deployment.

Free-entry evidence applies to the recorded consumer chat route, not API billing or managed seats. OpenAI billing source ↗ · Claude plan source ↗. Route boundary checked 15 October 2026.

01 · ROUTING BRIEF

Define what should win.

Inputs are evaluated against the visible rules. Different inputs can produce the same shortlist.

LIVE ROUTE

ChatGPT leads on rule fit

ROUTE LEADER
TASKGeneral knowledge work→CONSTRAINTPublic or routine business work→ROUTEROUTE LEADER
01CG
Text AI

ChatGPT

100/100
Routing fit · v1.0

Broad multimodal work and a large product ecosystem

ACCESS / PRICE
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.
WATCH
Capability and governance controls depend on the chosen plan
02GE
Text AI

Gemini

88/100
Routing fit · v1.0

Google Workspace, multimodal and search-adjacent workflows

ACCESS / PRICE
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.
WATCH
Model names, access and controls can differ across Google products
PRIMARY TASK MATCH · DELIVERY MATCH · RISK ROUTE AVAILABLEOpen evidence
03CL
Text AI

Claude

84/100
Routing fit · v1.0

Long-document reasoning, synthesis and careful writing

ACCESS / PRICE
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.
WATCH
Usage limits and tool availability vary by plan and region
SECONDARY TASK MATCH · PRIORITY MATCH · DELIVERY MATCHOpen evidence
ROUTING DECISIONChatGPT has the strongest rule-based fit. Verify it against Gemini before rollout.
02 · SAME-TASK PROOF

The router narrows the field. The pilot makes the decision.

Use one representative task, identical source material and one acceptance rule. Record full cost, latency, corrections and failures.

  1. 01Freeze the inputSame task, context and output format
  2. 02Measure the resultAccepted output, retries, time and cost
  3. 03Apply the risk gateData terms, access, oversight and failure route
  4. 04Record the winnerSave the evidence—not just the preference
Open the Model Pilot Scorecard
FRONTIER WATCHLIST

New does not mean routed.

These products are outside the current routing rules. Inclusion is not an independent test result or a quality ranking.

A6
SCORE WITHHELD

GPT-6 Astra

Long, tool-heavy computer-use, coding, research and professional workflows

Why pausedHigh output-token priceReview launch evidence
F5
SCORE WITHHELD

Claude Fable 5.1

Long-running coding, research, knowledge work and context-heavy agents

Why pausedPremium $50/M output-token priceReview launch evidence
METHOD v1.0

Explainable by construction.

Task match contributes 50 points, priority 20, delivery 15, risk route 10 and budget access 5. The result is a context-fit route—not proof that one model is universally better.

Read HubAI methodology
A business task passing through five constraints and branching into three AI model candidates
HUBAI VISUAL INTELLIGENCEIllustration of the decision logic
EXPLAINABLE MODEL ROUTING

The task enters once. The constraints decide the route.

Quality, speed, delivery, cost and data sensitivity narrow the field to three visible candidates. A same-task pilot—not commission—makes the final call.

  1. 01Define the taskFreeze the output and acceptance rule
  2. 02Apply constraintsQuality, speed, cost, privacy and delivery
  3. 03Pilot finalistsCompare accepted output and complete task cost
Open the same-task scorecard