Should
Muni Be
Free?
Reframing transit funding, equity, and public mobility in San Francisco.
got here.
The research question has been revised four times. Each version reflects what the evidence told us next.
and regressive.
Fare evasion is not a morality problem. It is evidence that the fare system is misaligned with rider realities.
not to serve.
Clipper taps, paper transfers, back-office reconciliation, and inspector patrols — a collection machine built in the era of high farebox recovery.
Inspectors catch roughly 8% of violations. Doubling staff drops evasion by ~30% — still leaves 70% undetected.
Non-payment is treated as a moral failure. The system assumes riders can pay and choose not to.
pay the fare.
~20% of riders do not pay a fare. Non-payment tracks poverty, not intent.
Unbanked riders, expired cards, broken readers, and a learning curve on Clipper push riders off the system — not onto it.
Fares shift cost onto the riders least able to pay, while 92% of Muni's operating budget already comes from parking, taxes, and state/federal funds.
Charging fares shifts costs onto riders least able to pay. The question isn't how to enforce harder. It's whether the fare system earns its place at all.
is the net gap.
Revenue removed when Muni goes fare-free on buses and LRVs.
Eliminated enforcement workforce.
Clipper readers, fareboxes, back-end payment integration.
Reconciliation, fare disputes, citation processing.
The real gap to close.
"$42M is the number to close.
Not $80M. Not $300M. Forty-two."
San Francisco.
Free Muni is not just a fare change. It compounds across equity, reliability, and citywide access — three outcomes the current system actively works against.
Free riders first. Not symbolic.
Boarding becomes boarding.
Muni becomes infrastructure.
Fares don't hurt everyone equally. Removing them doesn't help everyone equally either. That's the point.
without precedent.
Three US cities have already moved beyond the fare debate. The ridership gains are not speculative — they're measured.
First major US city to go fare-free on all buses. A zero-fare system that increased ridership by over 30% and was funded through local municipal allocation.
Fare-free bus pilots on three high-ridership routes produced ridership gains exceeding 35% and measurably faster service speed. The pilot was extended on the strength of the results.
DC committed municipal funding to eliminate bus fares citywide. The Metrobus system went fare-free with no service cuts required to absorb the program.
San Francisco's net gap is $42M. Three US cities have already closed gaps of similar shape. This is not speculative — it's a playbook.
How Could
San Francisco
Pay For It?
Free Muni isn't funded by one hero. It's funded like infrastructure: three complementary streams — employers, visitors, and targeted public subsidies — sized to close a ~$42M net gap.
A mix of employer contributions, visitor value capture, and targeted public subsidies can close ~$42M without raising resident taxes.
Every cycle.


Like a park. Like a library.
Muni should work the same way.
be free?
In collaboration with SFMTA
Thanks to the SFMTA staff, transit advocates, riders, and civic partners who shared time, data, and pushback throughout the process.
This project developed through iterative research, prototyping, and stakeholder feedback.
muniforpublic™