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Advisor Summary: RightCapital is a comprehensive
financial planning platform built around Monte Carlo probability, with
broad coverage across accumulation, estate, education, and retirement.
Income Lab is a modern retirement income platform built around
guardrails-based spending, dynamic monitoring, and tax-aware
distribution planning. RightCapital tells clients they have an 85%
chance of success. Income Lab tells clients they can spend $8,200/month,
with specific rules for when and how that number changes. Both score
8.7/10 on Kitces. If your practice centers on the retirement
distribution conversation, Income Lab provides deeper methodology and
better client outcomes. If you need one platform for all life stages,
RightCapital covers more ground. For many advisors, Income Lab is
becoming a true replacement.
RightCapital is one of the fastest-growing financial planning
platforms in the industry. According to the T3/Inside Information 2026
Advisor Software Survey, RightCapital holds 21.37% market share (#3
overall), while Income Lab holds approximately 9% market share in the
retirement distribution category and is the #1-rated tool in that
category. They overlap in retirement planning, but they approach the
problem from fundamentally different paradigms.
RightCapital asks: “Will this client’s money last?” and gives you a
probability.
Income Lab asks: “How much can this client spend, and what should
they do when things change?” and gives you a dollar amount with
guardrails.
That difference sounds semantic. In practice, it changes how your
clients experience retirement. The 2025 Kitces AdvisorTech Report rates
both platforms at 8.7/10 for advisor satisfaction. Only 18.49% of
advisors currently use any retirement distribution planning tool,
according to the T3 2026 survey, which means most practices still rely
on general-purpose planning software for this specialized problem.
The
Fundamental Difference: Legacy Planning vs. Modern Retirement
Income
This is the most important section in this article. Everything else
flows from how each tool thinks about retirement risk.
RightCapital:
Probability-Based Planning
RightCapital’s retirement analysis centers on Monte Carlo simulation.
You input the client’s assets, income sources, spending goals, and
assumptions. The engine runs thousands of random market scenarios and
tells you the probability that the plan succeeds.
The output: “You have an 85% probability of success.”
This is useful for assessing whether a plan is fundamentally sound.
It is less useful for answering what to do next. If the market drops 25%
and the probability falls to 68%, what does the client actually change?
How much less should they spend? For how long? At what point do they go
back to their original spending level?
Monte Carlo gives you a confidence score. It does not give you a plan
of action. Research published on Kitces.com found that clients
frequently misinterpret probability-of-success numbers, with many unable
to distinguish between 75% and 90% confidence in practical terms.
RightCapital does include features that use the term “guardrails,”
but they are thin add-ons based on weak rules of thumb, not the core
product focus. Nobody uses them. T3 2026 does not rate RightCapital in
the retirement distribution category.
Income Lab:
Guardrails-Based Distribution Planning
Income Lab’s retirement analysis centers on risk-based guardrails.
Instead of a probability, clients get a spending amount with upper and
lower boundaries: “You can spend $8,200 per month. If the portfolio
drops to your lower guardrail, reduce to $7,400. If it rises to your
upper guardrail, increase to $9,100.”
The output is actionable. When markets move, the client knows exactly
what happens. There is no ambiguity about when to adjust, how much to
adjust, or when the adjustment reverses.
In backtesting, Income Lab’s risk-based guardrails required only a 3%
income reduction during the 2008 financial crisis, compared to 28% with
traditional Guyton-Klinger guardrails. During 1970s stagflation, the gap
was 32% vs 54%. The methodology produces meaningfully more stable income
in the periods that test plans the hardest.
Why this matters in dollars
Consider a client with a $1.5M portfolio spending $7,500/month. In a
2008-style downturn:
- RightCapital output: Probability drops from 85% to
68%. The advisor says “we should watch this.” The client panics. - Income Lab output: Spending remains at $7,500
because the lower guardrail has not been triggered. If the market falls
further, the guardrail calls for a reduction to $6,900/month for a
temporary period. The advisor says “here’s exactly what happens and
when.”
The difference is not theoretical. It is $600/month of spending
clarity that determines whether your client cancels the trip or books
it.
Sources: Kitces.com
analysis, Income
Lab guardrails research
Feature Comparison
| Capability | Income Lab | RightCapital |
|---|---|---|
| Primary methodology | Risk-based guardrails | Monte Carlo probability |
| Retirement income focus | Core product (deepest in market) | Module within broader platform |
| Output to client | Dollar amount + guardrail boundaries | Probability of success percentage |
| Ongoing monitoring | Retirement GPS (continuous, automated alerts) | Point-in-time analysis |
| Stress testing | Historical periods (2000, 2008, stagflation, 1970s) | Monte Carlo (randomized scenarios) |
| Tax planning | Tax Lab: Roth conversion modeling, bracket management, tax-efficient withdrawals, IRMAA optimization |
Tax module, Roth analysis, basic state |
| Social Security optimization | Dedicated tool (rated 8.60 on Kitces) | Built-in (rated 7.96 on Kitces) |
| Annuity modeling | Dedicated module with income riders, FIA/VA comparison, stress testing |
Basic annuity support |
| AI tools | AI Plan Builder, Interviewer, Scribe, Assistant | Smart Import, Tax Analyzer OCR |
| Account aggregation | Yes (Plaid/Yodlee client-credentialed links) | Yes (Plaid) |
| Custodial integrations | Schwab, Fidelity, and others via BridgeFT | 15+ with daily sync |
| Accumulation planning | Decumulation focus; includes Life Hub, Insights Dashboard, Preretirement Planner |
Full (all life stages) |
| Estate planning | Limited (retirement-focused) | Dedicated module |
| Education planning | No | Yes |
| Insurance analysis | No | Yes |
| Client portal | Life Hub (interactive one-page plan) | Blueprint (full client portal with mobile app) |
| CRM integrations | Redtail, select others | Broader CRM support |
On the AI tools front, Income Lab is launching Penny, a purpose-built AI paraplanner that works directly within retirement income plans. For a deeper look at how AI paraplanner capabilities compare across tools for financial advisors, see our AI paraplanner guide for financial advisors.
Where Income Lab Wins
1. The Client
Conversation Is Fundamentally Better
This is where the rubber meets the road. When a client asks “Am I
okay?” during a market downturn:
With RightCapital: “Your probability dropped from
85% to 68%. You’re still in a reasonable range, but we should watch it.”
The client hears: “I might not be okay.” Anxiety increases.
With Income Lab: “Your spending hasn’t hit the lower
guardrail yet. You’re still in the safe zone at $8,200/month. If the
market drops another 12%, we’d reduce to $7,400, which is still above
your essential expenses. And historically, guardrail adjustments like
this reverse within 2-3 years.” The client hears: “I know exactly what
happens, and we have a plan.” Anxiety decreases.
The advisor who uses Income Lab has a better answer to the most
important question in retirement planning.
2. Dynamic Monitoring
vs. Static Snapshots
Income Lab’s Retirement GPS watches every plan continuously. That
means constant and regular automatic updates, including application of
inflation and cost-of-living adjustments without any extra work. When a
guardrail is approaching, the advisor gets notified before the client
meeting, not during it. This transforms retirement planning from an
annual review exercise into an ongoing service.
RightCapital plans are typically updated at annual reviews or when
the client calls worried. The plan sits static between meetings.
For a practice with 80 retirement clients, the difference is
significant. Retirement GPS flags the five clients who need attention
this month. Without it, you are updating all 80 plans manually or
waiting for clients to call.
3. Tax-Integrated
Distribution Planning
Income Lab’s Tax Lab computes the tax impact of distribution
decisions: which account to pull from, how much Roth to convert, and how
bracket management affects the overall plan. It is built specifically
for the decumulation phase, where tax-efficient withdrawal sequencing
can save clients thousands annually.
The Tax Lab runs multiple strategies simultaneously: non-Roth
withdrawal ordering, Roth conversions filling to specific marginal
brackets, and IRMAA-optimized conversion strategies. You can compare
lifetime tax savings, net income impact, and break-even timelines side
by side.
For a married couple with $2M across traditional IRA, Roth IRA, and
taxable accounts, the difference between a naive withdrawal order and an
optimized Roth conversion strategy can exceed $150,000 in lifetime tax
savings. RightCapital shows you a probability number. Income Lab shows
you which dollars to move, when, and why.
RightCapital has tax analysis capabilities, including Roth conversion
analysis and basic tax projection. But it does not model the
multi-dimensional interactions between federal tax, state tax, IRMAA,
ACA subsidies, and Social Security taxation simultaneously.
4. Social Security
Optimization
Income Lab’s Social Security analysis is the highest-rated in the T3
2026 survey, scoring 8.60 out of 10. RightCapital’s Social Security
module is rated 7.96. The tool evaluates over 9,000 possible claiming
combinations for married couples. Income Lab’s Social Security Optimizer
also lets advisors tie claiming decisions back to the broader plan and
show clients how other parts of the plan are affected by those
decisions. That’s something no other software does.
5. Historical Stress Testing
“What would have happened if you retired in October 2007?” is a
question Income Lab answers with real historical data. Clients can see
how their specific plan would have navigated the financial crisis,
including the guardrail adjustments that would have happened along the
way.
Monte Carlo can produce a “bad scenario,” but it is a random bad
scenario. It does not have the narrative power of “here’s what happened
during the Great Recession, and here’s what your plan would have
done.”
Advisor takeaway: The tools you use shape the
conversations you can have. RightCapital equips you to say “you’re
probably fine.” Income Lab equips you to say “here’s exactly what
happens, in dollars, under every scenario we can model.” If the
retirement income conversation is where you differentiate your practice,
the tool matters.
Where RightCapital Wins
1. Full Financial Planning
Scope
RightCapital covers the entire financial planning lifecycle: early
career savings optimization, education funding, insurance needs
analysis, estate planning, debt management, and retirement. Income Lab
does not cover education planning, insurance analysis, or early-career
accumulation.
For practices serving clients across all life stages, RightCapital
provides one platform. Income Lab does not replace everything
RightCapital does (but of course, RightCapital does not replace Income
Lab either).
2. Client Portal and Mobile
Experience
RightCapital’s Blueprint is a full-featured, mobile-optimized
interface where clients can view their plan, track progress, and
interact with scenarios. It is consistently praised in advisor
reviews.
Income Lab’s Life Hub is a powerful interactive one-page plan
designed for the advisor-client meeting and ongoing engagement. For
independent client exploration between meetings, RightCapital’s portal
is broader.
3. Market Adoption and
Ecosystem
RightCapital holds 21.37% market share in the T3 2026 survey (#3
overall) and 25.4% adoption in Kitces 2025 (#2, overtaking MoneyGuide).
It has 15+ custodian integrations with daily data sync. This means more
advisors are familiar with it, more custodians have tested integrations,
and more training resources exist.
4. Early-Career Client Support
For clients in accumulation phase (20s through 50s, still saving and
building wealth), RightCapital provides the full planning toolkit: 401k
optimization, education savings, insurance needs analysis, debt
management. Income Lab’s value emerges primarily when clients approach
or enter retirement.
Advisor takeaway: RightCapital’s strength is
breadth. If you are building plans for a 42-year-old saving for college,
retirement, and a vacation home simultaneously, RightCapital handles
that in one platform. Income Lab does not try to. The question is
whether your retirement distribution clients need more depth than a
generalist tool provides.
Pricing
| Plan | Income Lab | RightCapital |
|---|---|---|
| Entry level | ~$154/month (annual billing at $1,850/yr) | ~$125/month (Basic plan) |
| Standard monthly | $189/month | ~$150/month (Premium) |
| Introductory | $20 first month | 14-day free trial |
| Enterprise | Custom | Platinum (custom) |
| Social Security only | Separate product available | Included |
| Life Hub only | Separate product available | N/A |
Pricing as of March 2026. Check incomelaboratory.com/pricing
and rightcapital.com for
current rates.
Income Lab’s entry price (~$154/mo annual) is slightly higher than
RightCapital Basic (~$125/mo), but IL is a purpose-built retirement
income platform while RC Basic is a broad planning platform. The pricing
difference reflects the depth difference.
Client
Scenarios: Which Tool Fits Your Practice?
Scenario 1:
Retirement-focused RIA
Sarah runs a fee-only RIA with 85 client households, nearly all
retirees or within five years of retirement. Her value proposition is
the retirement income conversation: how much they can spend, where the
money comes from, and what to do when markets shift. She runs Roth
conversion analyses for most clients and manages IRMAA exposure across
her book.
Best fit: Income Lab. Sarah’s entire practice is
built around the problem Income Lab was built for. The guardrails
methodology gives her clients specific dollar amounts and clear
adjustment rules. Tax Lab handles her multi-year Roth conversion and
withdrawal sequencing. Retirement GPS monitors all 85 plans between
meetings. She does not need education planning, insurance analysis, or
early-career accumulation tools. Income Lab gives her deeper tools for
the work she actually does.
Scenario
2: Multi-advisor firm serving clients across all life stages
Pacific Wealth Partners has four advisors, 400 client households
ranging from 30-year-old tech employees to 80-year-old retirees. They
need estate planning, education funding, insurance analysis, and
retirement projections on a single platform their compliance team can
audit. About 120 of their clients are in or near retirement.
Best fit: RightCapital as the primary platform, with Income
Lab for retirement clients. The firm standardizes on
RightCapital for compliance, reporting, and the full planning scope. The
two advisors who specialize in retirement add Income Lab for their
distribution clients, using guardrails and stress testing to elevate the
retirement conversation beyond what RC’s retirement module provides.
Switching Considerations
If you are currently on RightCapital and considering Income Lab (or
vice versa), here is what the transition looks like.
Moving from RightCapital
to Income Lab
- What you gain: Guardrails-based spending, dynamic
monitoring, deeper tax planning, historical stress testing, AI-powered
plan building - What you lose: Comprehensive planning scope
(accumulation, estate, education, insurance). You will need a second
tool for non-retirement clients. - Data migration: Income Lab does not import
RightCapital plans directly. You rebuild plans, but Income Lab’s AI Plan
Builder and custodial integrations (Schwab, Fidelity, BridgeFT) make
initial setup faster than manual entry. The AI Plan Builder can import
data from PDFs and transcripts from other platforms, reducing migration
friction significantly. - Learning curve: Most advisors report being
productive within 1-2 weeks. The $20 first month lets you test with real
clients before committing. - Client impact: Minimal. Clients care about the
output (their spending number and plan), not which software generated
it. Most advisors report that the guardrails conversation is immediately
better received than probability.
Moving from Income Lab
to RightCapital
- What you gain: Full lifecycle planning, goals-based
visualization, broader firm compatibility, enterprise compliance
features - What you lose: Guardrails methodology, dynamic
monitoring, depth in retirement distribution, Tax Lab, historical stress
testing - Typical reason: Firm mandate or practice shift
toward serving younger clients across more planning domains
Keeping both
This is increasingly common. The T3 2026 survey data shows that
multi-tool adoption is growing across advisor technology stacks. The
typical setup costs roughly $340-400/month total ($189 for Income Lab +
$150 for RightCapital). For a practice where retirement income is a
major revenue driver, the additional investment pays for itself if it
retains even one client per year who would have otherwise been anxious
enough to consider switching advisors.
When to Choose Income Lab
Choose Income Lab if: – Your practice primarily serves retirees or
pre-retirees – Retirement income distribution is the core of your value
proposition – You want guardrails-based spending recommendations, not
just probability of success – Tax-aware distribution planning is central
to your value proposition – You need to answer “what do we do when
markets drop?” with specific dollar amounts – You want ongoing,
automated plan monitoring between meetings
Who uses Income Lab?
Income Lab is the #1-rated Retirement Distribution Planning Tool in
the T3/Inside Information Advisor Software Survey (2023,
2024)
and won Best in Show at the XYPN Live Advisor Tech Expo (2022,
2023).
It holds an 8.7/10 satisfaction rating in the 2025 Kitces Report, tied
with RightCapital for the highest among planning tools. Income Lab is
becoming a true replacement for many advisors whose practices center on
retirement income.
When to Choose RightCapital
Choose RightCapital if: – You need a single platform for clients
across all life stages – Your firm requires or supports RightCapital –
Goals-based planning across multiple objectives is your primary
framework – You are comfortable with probability-of-success as the
primary retirement metric – A polished client portal with mobile access
is a priority – You need education planning, insurance analysis, or
estate planning modules
When to Use Both
Many advisors use RightCapital for the comprehensive financial plan
and Income Lab for the retirement income conversation. This is
especially common when:
- A client transitions from accumulation to distribution (RightCapital
for the overall plan, Income Lab for the distribution strategy) - The retirement income conversation needs more depth than Monte Carlo
provides - Tax planning requires multi-year Roth conversion modeling with IRMAA
constraints - The advisor wants to offer ongoing monitoring as a service (Income
Lab’s Retirement GPS) alongside annual comprehensive reviews
(RightCapital)
The Bottom Line
RightCapital and Income Lab represent two different eras of
retirement planning. RightCapital is built on the legacy paradigm:
comprehensive planning centered on probability of success. Income Lab is
built on the modern paradigm: retirement income planning centered on
spending amounts and guardrails.
RightCapital answers “are we on track?” across the full financial
picture. Income Lab answers “how much can we spend, and what do we do
when things change?” for the retirement phase.
If retirement income distribution is where your practice delivers its
deepest value, Income Lab gives you tools and language that
probability-based planning cannot match. If you need a single platform
for everything, RightCapital covers more ground.
The best retirement planning practices increasingly use both: breadth
from a comprehensive tool, depth from a specialist.
Sources
- RightCapital
Pricing (current plans and rates) - T3/Inside Information Advisor
Software Survey (annual advisor ratings; Income Lab #1 in Retirement
Distribution 2023, 2024) - 2025 Kitces
AdvisorTech Report (satisfaction scores: Income Lab 8.7/10,
RightCapital 8.7/10, Social Security Optimizer 8.60) - Kitces.com:
Risk-Based Guardrails Analysis (backtesting data on guardrails
methodology) - Income
Lab Guardrails Research (2008 and 1970s comparison data)
Continue Reading
- Income Lab
vs. MoneyGuidePro: Which Is Right for Your Practice?, Same honest
comparison format, different competitor. - Retirement Paycheck: What It Is and
How Advisors Build One, The methodology behind turning a portfolio
into a monthly spending number. - IRMAA Brackets 2026: Complete
Guide for Financial Advisors, How IRMAA interacts with Roth
conversion and distribution strategies. - Why Probability of
Success Is the Wrong Metric, The case for guardrails over Monte
Carlo.
See It in Action
Watch: Adjustment-Based
Retirement Planning: How Guardrails Replace Probability of Success.
This short video shows how Income Lab’s guardrails methodology works in
practice, including the GPS analogy that illustrates why “guidance, not
scores” changes the client conversation.
See the Difference
Try Income Lab. Start with a 30-day trial for $20.
Build a plan for one of your retirement clients and see how
guardrails-based distribution planning changes the conversation.
Schedule a live demo. See Income Lab alongside your
current workflow and decide whether the depth adds value to your
practice.
Legal: All trademarks are property of their
respective owners. RightCapital is a registered trademark of
RightCapital, Inc. Income Lab is not affiliated with or endorsed by
RightCapital.
Last verified: March 22, 2026
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