Master Comparison
Overall Comparison Matrix: Formulas, Pumps, AI Meal Scanners, and Pricing in One View
This is the all-in-one decision framework combining formula strategy, pump context, app category, pros/cons, and total cost signals for insulin users evaluating daily workflow options.
How to read this matrix
Pick your row by workflow style, not by brand preference. First identify your dosing complexity tolerance, then choose pump/app stack accordingly. Cost and adherence are as important as theoretical precision.
Unified matrix (similarities + differences)
| Workflow style | Formula approach | Pump context | App category | Main pros | Main cons | Cost profile |
|---|---|---|---|---|---|---|
| Simple daily | Carb-only | MDI or basic pump | General nutrition tracker | Lowest cognitive load, easy to sustain | Late spikes after high-fat meals can be missed | Low app cost, no advanced device dependency |
| Balanced practical | Sieradzki (+30% style) | Pump with extended bolus support | AI scanner + diabetes logging | More control than carb-only with moderate complexity | Still requires meal-by-meal judgment | Medium app cost + device consumables |
| Precision mixed-meal | Warsaw (FPU) | Pump + hybrid loop (tuned) | Insulin-first context app (GlucIQ direction) | Best late-window control potential for high-fat meals | High complexity and hypo risk if misapplied | Higher total stack cost (pump + CGM + app) |
| Advanced experimental | TAG/multi-factor models | Advanced pump users | Custom analytics workflows | Maximum modeling flexibility | Hard to maintain in real life, training burden | Potentially highest time and money cost |
Similarity across all approaches
- All require personalization and follow-up review.
- No approach eliminates need for clinical oversight.
- Meal variability remains the biggest uncertainty driver.
Biggest difference
- How each approach treats fat/protein delayed impact.
- How much automation is trusted vs manually verified.
- How much complexity a person can sustain daily.
Best practical rule
- Choose the simplest workflow that consistently improves outcomes.
- Escalate complexity only where repeated meal patterns justify it.
- Use pattern review, not one-off highs/lows, for major changes.
Overall pricing snapshot
| Stack layer | Typical monthly signal | Notes |
|---|---|---|
| App subscription layer | $5–$20 | Varies by app tier and annual discounts. |
| Pump consumables + hardware amortization | Highly variable | Insurance and regional reimbursement dominate final cost. |
| CGM sensors + transmitters | Highly variable | Often largest recurring cost in advanced stacks. |
| GlucIQ listed launch plans | $9.99 weekly / $14.99 monthly / $24.99 per 3 months / $99.99 yearly | Positioned for insulin-first context and review workflows. |
Medical disclaimer: This comparison framework is educational. Insulin dosing and device settings must be individualized with qualified healthcare professionals.