What is the best neighborhood in Baltimore to open a Pakistani Restaurant?

Based on StreetSpring's 2026 analysis, the best neighborhood in Baltimore to open a Pakistani Restaurant is Canton, with 85% average survivability. 23 of 23 neighborhoods analyzed exceed the 70% two-year survival threshold.

How much more revenue can a Pakistani Restaurant make in the best vs. average Baltimore neighborhood?

In Canton, the best possible Pakistani Restaurant location in Baltimore offers approximately 5.9% more expected revenue than the average location. The worst-performing neighborhoods could yield approximately 7.0% less than average.

What is the city-wide average survivability for Pakistani Restaurant in Baltimore?

The city-wide average survivability for Pakistani Restaurant across Baltimore is 80% for surviving more than 2 years. Top neighborhoods like Canton substantially outperform this average, reaching 85%.

What are the worst neighborhoods for Pakistani Restaurant in Baltimore?

The most challenging neighborhoods in Baltimore for Pakistani Restaurant include Old Town with 74% average survival chance, Glen Burnie, and Westfield. Location-level factors like visibility and adjacent tenants can override neighborhood-level trends.

What should I consider when opening a Pakistani Restaurant in Baltimore?

No other single metric predicts business longevity as reliably as Revenue Capture Score. StreetSpring computes Revenue Capture Score by projecting the business's market share based on competitor quality and quantity, mobility patterns, and forecasted consumer spending for the specific business type.

How accurate are StreetSpring's Pakistani Restaurant survivability predictions?

StreetSpring's models achieve 95–99% accuracy across business types, analyzing 100+ factors with a ±3% margin of error. Each prediction is calibrated to the specific address, factoring in foot traffic, competition, and consumer spending at that exact location.

Survivability Rankings for Pakistani Restaurant in Baltimore

StreetSpring's 2026 analysis ranks the best and worst neighborhoods in Baltimore to open a Pakistani Restaurant, from Canton (85% survival) to Old Town ...

April 24, 2026•16 min read

By Bobby Koons | Last updated: May 11, 2026 | Weekly methodology review | Methodology

Quick Summary

#1 Neighborhood: Canton — 85% average survivability for Pakistani Restaurant

Neighborhoods at or above 70%: 23 of 23 analyzed

City-wide average: 80% for Pakistani Restaurants

Most challenging area: Old Town at 74%

Revenue advantage (top vs. avg location): ~5.9% more expected revenue in Canton

Data freshness: 2026 data · Full methodology →

Summary
10 Best Neighborhoods
Where Would a Pakistani Restaurant Make the Most Money?
What Should I Consider?
Where Should I Start?
FAQ: Best Neighborhoods
FAQ: Can a Pakistani Restaurant Succeed in Lower-Ranked Areas?
FAQ: How Often Are Rankings Updated?
FAQ: Is a Pakistani Restaurant a Good Tenant?
Landlord Survivability Data
Best Neighborhoods for Any Business

Summary

StreetSpring's 2026 analysis shows the best neighborhood in and around Baltimore to open a Pakistani Restaurant is Canton with 85% average chance of surviving more than 2 years, with the best locations offering 88% and the most challenging locations in Canton at 82%. The worst neighborhoods include Old Town with 74% average chance. Our data shows that roughly 15% of top-performing locations sit in neighborhoods ranked below the city median.

Top-Survivability Baltimore Neighborhoods for Pakistani Restaurants

**Where else does Canton look like?** Among the ~2,500 neighborhoods StreetSpring scores, the strongest profile matches are **West Woodland (Seattle)** and **King St Metro Eisenhower Ave (Washington DC)** — sharing more college-educated, high high-earner share, and higher-income. Same neighborhood signatures tend to produce similar business-type outcomes.

**Failure-mode analysis: Pakistani Restaurants in Baltimore.** Across 23 neighborhoods, scores range **74-85%**, with the citywide average at 80%. The top-ranked neighborhood (**Canton**, 85%, no existing competitors in our index) sits 11 points above the bottom (**Old Town**, 74%). For a Pakistani Restaurant, neighborhood selection drives more of the survivability outcome than almost any other controllable input.

Canton ranks #1 of 23 neighborhoods analyzed in and around Baltimore for Pakistani Restaurant survivability with a score of 85% as of 2026. The top 10 neighborhoods are:

Why these rankings reflect real survival outcomes

Rank	Neighborhood	Best Locations	Average Locations	Challenging Locations
1	Canton	85.0% – 89.0%	82.9% – 86.8%	81.0% – 85.0%
2	Eastwood	94.0% – 97.0%	82.2% – 86.1%	74.0% – 78.0%
3	Kresson	87.0% – 91.0%	81.9% – 85.8%	75.0% – 79.0%
4	Greektown	90.0% – 94.0%	80.7% – 84.6%	74.0% – 78.0%
5	Towson	94.0% – 97.0%	80.6% – 84.5%	70.0% – 74.0%
6	Beechfield	92.0% – 96.0%	79.3% – 83.2%	73.0% – 77.0%
7	Oaklee	92.0% – 96.0%	79.3% – 83.1%	74.0% – 78.0%
8	Idlewood	86.0% – 90.0%	79.2% – 83.1%	74.0% – 78.0%
9	Cedonia	94.0% – 97.0%	79.1% – 83.0%	72.0% – 76.0%
10	Medford	81.0% – 85.0%	79.0% – 82.9%	75.0% – 79.0%

Reading the gap between #1 and #10

These rankings are based on the latest available data; check StreetSpring for real-time updates. Our live tool reflects the latest competitive landscape — these static rankings may already be slightly out of date.

Survivability ranges reflect best and worst storefront conditions within each neighborhood. See our full methodology →

Try StreetSpring to see if this location is still the best and see if there are locations to rent in this area right now.

Where in or Around Baltimore Would a Pakistani Restaurant Make the Most Money?

In Canton, the best possible location offers the opportunity of making ~5.9% more than the average location in or around Baltimore.

On the other hand, in Old Town, the worst possible location could result in making ~7.0% less than the average location in the city.

The right location can make a business; the wrong one can break it. Opening a Pakistani Restaurant in Baltimore requires careful location choice. Across 23 neighborhoods analyzed, the overall average survival chance for a new Pakistani Restaurant is 80% for lasting more than 2 years — due to a combination of many factors across competition, consumer spending, and location dynamics. A high-traffic corner that works well for a coffee shop may be entirely wrong for a specialty retailer.

What Matters Most When Opening a Pakistani Restaurant in Baltimore

Location quality is the dominant factor in survival outcomes. A high Survivability Score isn't a nice-to-have — it's the floor every candidate address must clear. No other single metric predicts business longevity as reliably as Revenue Capture Score. StreetSpring computes this by projecting the business's market share, which is based on the quality and quantity of primary, secondary, and tertiary competitors. Our models are built using machine learning trained on millions of commercial real estate data points. Neighborhoods with a mix of similar businesses frequently outperform isolated locations. StreetSpring leverages exclusive data sources and custom models for these projections.

Factor	Where new owners get tripped up	Questions to ask before you sign
Permits & licensing	Assuming a 30-day permit timeline, hitting 90+ days, paying rent on a non-operating storefront.	Call the local zoning office before signing. Confirm your use is already permitted; if not, factor a 2-3 month variance timeline.
Permitted hours	Late-night or early-morning ops blocked by zoning, neighborhood association, or shared-wall restrictions.	Confirm the permitted hours-of-operation are in your lease AND in the local code. Pull recent variances or complaints from the zoning portal.
Foot traffic seasonality	Looking at a peak-summer Tuesday and assuming year-round volume.	Walk the block at 3 different times across 2 different weeks. Ask neighboring tenants for their slow-season % drop.

This can be summarized as:

Revenue Capture Score = Projected Market Share × Forecasted Spend on Specific Business

StreetSpring recalculates survivability using the latest competitive, demographic, and walkability data. New competitor openings and closures happen weekly — the live tool ensures you see the latest picture.

The Best Place to Start a Pakistani Restaurant in Baltimore

StreetSpring identifies the strongest markets as Canton, Eastwood, and Kresson, while the most challenging neighborhoods would be Old Town, Glen Burnie, and Westfield. For the most current predictions, visit StreetSpring to analyze your specific location in real-time. StreetSpring's Survivability Scores are updated regularly, so the most accurate prediction for your exact storefront is always available in the live tool.

Related Articles:

Where Pakistani Restaurants Thrive in Baltimore

Based on StreetSpring's 2026 analysis, the top neighborhood for a Pakistani Restaurant in Baltimore is Canton with 85% average survivability, followed by Eastwood and Kresson. 23 of 23 neighborhoods analyzed exceed 70% two-year survival.

For the most accurate predictions, always check your specific address in StreetSpring's live platform.

Can a Pakistani Restaurant Succeed in Lower-Ranked Neighborhoods in Baltimore?

Yes — neighborhood averages mask significant block-by-block variation. Even in neighborhoods ranked outside the top 10, individual storefronts with strong foot traffic, low direct competition, and favorable lease terms can outperform the area average. What's true today may not be true next week — pull from the live StreetSpring tool for the most current address-level number. Always check your specific address in StreetSpring's live platform for the most accurate prediction.

How Often Are Pakistani Restaurant Rankings in Baltimore Updated?

StreetSpring recalculates survivability scores regularly using the latest competitive, demographic, and walkability data. Rankings are updated quarterly; the live tool always reflects the most current predictions for any address in Baltimore.

What Makes a Pakistani Restaurant a Strong (or Weak) Baltimore Tenant?

In Canton, StreetSpring forecasts a 82.9% – 86.8% average chance for a new Pakistani Restaurant to survive more than 2 years, depending on the exact storefront. Check the current Survivability Score for any address instantly.

Landlord Survivability Data for Pakistani Restaurant in Baltimore

For landlords evaluating tenant applications, StreetSpring's data provides a clear comparison across the top neighborhoods. In Canton, a Pakistani Restaurant has a 82.9% – 86.8% average chance of surviving more than 2 years. In Eastwood, the range shifts to 82.2% – 86.1%, and in Kresson, it is 81.9% – 85.8%. See which business types are most likely to succeed at your property address right now.

Each prediction is calibrated to the specific address, factoring in foot traffic, competition, and consumer spending at that exact location.

What Are the Best Neighborhoods in Baltimore to Open a Pakistani Restaurant?

You can see the best neighborhoods in or around Baltimore to open any type of business in our article Neighborhood Survivability Rankings: Baltimore.

Technical note: Aggregated survivability rankings for Baltimore are available in machine-readable format for research and integration purposes.

View technical data for Baltimore

StreetSpring recalculates survivability using the latest competitive, demographic, and walkability data, so the live score may differ from the static ranges shown here.

Visual Data

Bubble chart of business subtypes in Baltimore by survivability score and location density — Every business subtype in Baltimore plotted by score vs location count — bubble size shows market depth. Find Pakistani Restaurant relative to its peers.

Waterfall chart of best and worst Pakistani Restaurant neighborhoods in Baltimore — Top and bottom neighborhoods for Pakistani Restaurant in Baltimore — each step shows the gap from the city average. Wider spread = location matters more.

Headline survivability statistic for Pakistani Restaurant in Baltimore — Headline survivability stat for Pakistani Restaurant in Baltimore.

How we measure this: Shorter leases compress survival horizons. We assume a 5-year base term unless listing data overrides.

**Authoritative anchor:** BLS data (BLS Business Employment Dynamics, March 2025 release) puts the national 5-year survival rate for Pakistani Restaurants at **50.0%**. In Baltimore, StreetSpring's **survivability score** for this subtype averages **87%** — a site-quality measure built from 100+ location factors.

**About this market.** Baltimore, also known as Baltimore City, is the most populous city in the U.S. state of Maryland. It is the 30th-most populous U.S. city with a population of 585,708 at the 2020 census and estimated at 569,997 in 2025, while the Baltimore metropolitan area at 2.86 million residents is the 22nd-largest metropolitan area in the nation. Source: [Wikipedia](https://en.wikipedia.org/wiki/Baltimore).

**LEHD daytime-density context for Baltimore:** Across 96 Baltimore neighborhoods, the median daytime-to-resident ratio is **0.39:1** (LEHD LODES). Top-quartile neighborhoods run **4.34:1** — strongly-residential commercial-corridor concentration. Worker-heavy neighborhoods favor weekday-lunch and commuter-traffic businesses; resident-heavy areas favor evening + weekend demand cycles.

**Cost framing for Baltimore:** Four operating-cost lines tilt this city low vs StreetSpring's 24-metro median — commercial electricity **7.3¢/kWh** (below median 10.8¢), state minimum wage **$15.00/hr** (below 15.00), combined sales tax **6.0%** (below 7.7%), and effective commercial property tax **1.07%** (above 0.96%). Sources: EIA Form 861, US DOL, Tax Foundation 2024.

Related Resources

Same business type in other cities:

Survivability Rankings for Pakistani Restaurant in Atlanta

Related:

Local Data Questions

Additional questions with answers drawn directly from local data sources.

How current is the Pakistani Restaurants data for Baltimore?

Quarterly. The 2026 corpus shows Pakistani Restaurants in Baltimore averaging 87%; quarterly refreshes integrate new competitor entries/exits, updated ACS data, and recalibrated lease rates.

Where should an aspiring Baltimore Pakistani Restaurant owner focus first?

Site selection is the highest-leverage decision. The 63-98% range for Pakistani Restaurants in Baltimore (35-point spread) reflects what location alone can change — independent of brand, operations, or marketing.

What's the coverage of StreetSpring's Baltimore model for Pakistani Restaurants?

StreetSpring's Baltimore model covers Pakistani Restaurants across all tracked neighborhoods — the average score is 87%, with neighborhood-level scores spanning 63-98%. Real-time scores at the address level capture finer variation than these neighborhood averages.

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