Best Rated Smart Home Thermostats: Top Picks for Every Budget
Upgrading to a smart thermostat is one of the most impactful changes you can make to your home. Not only do these devices give you precise control over your indoor climate, but they also learn your habits, adapt to your schedule, and can slash your energy bills by 10% to 23% annually. With so many options on the market, however, choosing the right one can feel overwhelming.
At SmartHomeDeck, we have tested, researched, and compared dozens of smart thermostats to bring you this definitive guide to the best rated smart home thermostats available today. Whether you are looking for a premium model loaded with advanced sensors or a budget-friendly option that still delivers smart features, we have you covered.
How We Chose the Best Smart Home Thermostats
Our selection process is rigorous and transparent. Every thermostat featured in this guide has been evaluated against the following criteria:
- Smart Features & Learning Capability: Does the thermostat learn your schedule? Does it offer geofencing, occupancy detection, or adaptive recovery?
- Energy Savings: We look at ENERGY STAR certification, real-world energy savings reports, and utility rebate eligibility.
- Compatibility: We verify HVAC system compatibility (single-stage, multi-stage, heat pumps, dual fuel, etc.) and smart home ecosystem support (Amazon Alexa, Google Home, Apple HomeKit, Samsung SmartThings).
- Ease of Installation: Is a C-wire required? How straightforward is the setup process for a typical homeowner?
- App & User Experience: We evaluate the companion app for intuitiveness, remote access reliability, scheduling flexibility, and reporting depth.
- Build Quality & Design: Does the device look good on your wall? Is the display readable? Are the materials durable?
- Value for Money: We weigh features and performance against the price point to determine overall value.
- Customer Satisfaction: We aggregate verified user reviews, expert opinions, and long-term reliability data.
Each product receives a Deck Score out of 10, reflecting its overall performance across all these dimensions. This score helps you quickly compare products at a glance.
Quick Comparison: Best Rated Smart Home Thermostats
| Product | Deck Score | Smart Features | Voice Assistants | C-Wire Required | Energy Star | Best For |
|---|---|---|---|---|---|---|
| Google Nest Learning Thermostat (4th Gen) | 9.6/10 | Advanced AI Learning, Sensors | Google Assistant, Alexa | Preferred | Yes | Overall Best |
| Ecobee Smart Thermostat Premium | 9.4/10 | Room Sensors, Built-in Alexa, Air Quality | Alexa, Siri, Google | Yes | Yes | Best with Room Sensors |
| Honeywell Home T9 Smart Thermostat | 8.9/10 | Smart Room Sensors, Geofencing | Alexa, Google | Yes (adapter included) | Yes | Best for Multi-Room Homes |
| Amazon Smart Thermostat | 8.5/10 | Alexa Integration, Scheduling | Alexa | Yes | Yes | Best Budget Alexa Pick |
| Google Nest Thermostat (Standard) | 8.7/10 | Schedule Mirror, Energy Reports | Google Assistant, Alexa | Preferred | Yes | Best Budget Google Pick |
| Ecobee Smart Thermostat Enhanced | 9.0/10 | Smart Recovery, Eco+ | Alexa, Siri, Google | Yes | Yes | Best Mid-Range Value |
| Wyze Smart Thermostat | 8.2/10 | Usage Reports, Geofencing | Alexa, Google | Yes (adapter available) | No | Best Ultra-Budget |
| Honeywell Home T10 Pro Smart Thermostat | 8.6/10 | Room Sensors, Geofencing | Alexa, Google, Siri | Yes | Yes | Best for HVAC Pros |
Google Nest Learning Thermostat (4th Gen) — Best Overall Smart Thermostat
Deck Score: 9.6/10
The Google Nest Learning Thermostat has long been the gold standard in smart climate control, and the 4th generation continues that legacy with significant upgrades. This thermostat does not just respond to your commands — it anticipates your needs. Within a week of installation, it begins learning your schedule, preferred temperatures, and even how long your home takes to heat up or cool down. The result is a thermostat that programs itself, saving you money without sacrificing comfort.
The 4th generation features a stunning, larger display with improved resolution and a sleek, modern design that looks more like a piece of art than a utility device. The built-in Soli radar sensor detects your presence from across the room, waking the display and adjusting settings accordingly. It also supports remote temperature sensors (sold separately), so you can ensure every room in your home is comfortable — not just the hallway where the thermostat lives.
Energy savings are where the Nest truly shines. Google reports that the Nest Learning Thermostat saves an average of 10% to 12% on heating bills and 15% on cooling bills. The companion app provides detailed energy history reports, seasonal summaries, and actionable tips to reduce consumption further. It is also ENERGY STAR certified and eligible for utility rebates in many regions.
Installation is relatively straightforward for most HVAC systems. While a C-wire is preferred for optimal performance, the Nest can work without one in many setups by pulse-charging its internal battery. The Google Home app walks you through every step, and most users complete installation in under 30 minutes.
Pros
- Industry-leading AI learning that truly automates your schedule
- Beautiful, high-resolution display with ambient sensing
- Excellent energy savings with detailed reporting
- Works without a C-wire in many installations
- Deep integration with Google Home ecosystem
- Supports remote temperature sensors
- ENERGY STAR certified with utility rebate eligibility
Cons
- Premium price point
- Remote sensors sold separately
- Limited native Apple HomeKit support
- Learning period may take a week or more
Best for: Homeowners who want a set-it-and-forget-it thermostat with the best possible automation, energy tracking, and premium design. If you are already in the Google ecosystem, this is a no-brainer. Explore more top-rated smart home devices that pair seamlessly with the Nest.
Ecobee Smart Thermostat Premium — Best Smart Thermostat with Room Sensors
Deck Score: 9.4/10
The Ecobee Smart Thermostat Premium is a powerhouse that caters to households where comfort consistency across multiple rooms is a top priority. Unlike thermostats that only measure temperature at a single point, the Ecobee Premium comes with a SmartSensor included in the box. These sensors detect both temperature and occupancy, allowing the thermostat to prioritize the rooms you are actually using.
What sets the Premium apart from its siblings is the built-in air quality monitor. It tracks volatile organic compounds (VOCs), carbon dioxide levels, and humidity, alerting you when indoor air quality dips. For families with allergy sufferers or anyone concerned about respiratory health, this feature alone can justify the investment.
The Premium also doubles as a smart speaker with built-in Alexa and supports Siri through Apple HomeKit. You can ask it to adjust the temperature, play music, set timers, or control other smart home devices — all without reaching for your phone. The speaker quality is surprisingly good for a thermostat, filling a room with clear audio.
Ecobee's Smart Recovery feature learns how long your HVAC system takes to reach the desired temperature and starts heating or cooling in advance, so your home is always comfortable when you arrive. The eco+ software optimizes runtime based on electricity rates, weather forecasts, and occupancy patterns, delivering meaningful energy savings without any manual intervention.
Pros
- SmartSensor included for room-level temperature management
- Built-in air quality monitoring (VOCs, CO2, humidity)
- Works with Alexa, Siri, and Google Assistant
- Built-in speaker for voice control and music
- eco+ software optimizes energy use automatically
- Excellent app with detailed analytics
- ENERGY STAR certified
Cons
- C-wire required (power extender kit included)
- Higher price than most competitors
- Additional sensors must be purchased separately
- Setup can be slightly more complex due to sensor pairing
Best for: Larger homes or households where different rooms have different comfort needs. The included sensor and air quality monitoring make this a comprehensive home comfort solution. Check out our guide on the best smart home sensors to expand your setup.
Honeywell Home T9 Smart Thermostat — Best for Multi-Room Homes
Deck Score: 8.9/10
Honeywell has been a trusted name in home climate control for over a century, and the T9 Smart Thermostat proves that experience matters. This thermostat excels in multi-room homes thanks to its smart room sensors that detect temperature, humidity, and occupancy. You can set the T9 to prioritize occupied rooms, follow a schedule, or blend readings from multiple sensors for a whole-home average.
The T9 supports dual-fuel systems, heat pumps, and multi-stage HVAC configurations, making it one of the most versatile thermostats on the market. If your home has a complex heating and cooling setup, the T9 is likely compatible. Honeywell also includes a C-wire adapter in the box, which is a thoughtful touch for older homes that may not have a dedicated C-wire.
The companion app is clean and functional, offering geofencing, scheduling, and usage history. While it may not have the polished animation of Google's or Ecobee's apps, it is reliable and gets the job done. The T9 also integrates with Amazon Alexa and Google Assistant for voice control, and it supports IFTTT applets for custom automation routines.
One standout feature is Auto Changeover, which automatically switches between heating and cooling as the weather changes — ideal for transitional seasons when mornings are cold and afternoons are warm.
Pros
- Smart room sensors detect temperature, humidity, and occupancy
- Excellent HVAC compatibility including dual-fuel and multi-stage systems
- C-wire adapter included for older homes
- Auto Changeover for seamless heating/cooling transitions
- Solid geofencing and scheduling features
- Trusted Honeywell build quality
Cons
- App design feels dated compared to competitors
- No native Apple HomeKit support
- No built-in voice assistant
- Display design is functional but not premium
Best for: Homeowners with complex HVAC systems or those who need reliable multi-room temperature management without paying a premium. The included C-wire adapter is a big plus for older homes. Learn more about smart thermostat installation in our comprehensive guide.
Amazon Smart Thermostat — Best Budget Alexa Thermostat
Deck Score: 8.5/10
Amazon entered the smart thermostat market with a clear mission: deliver essential smart features at an unbeatable price. The Amazon Smart Thermostat accomplishes exactly that, offering a clean, modern design, reliable Alexa integration, and ENERGY STAR certification at a fraction of the cost of premium models.
Developed in collaboration with Honeywell, this thermostat leverages proven HVAC technology wrapped in Amazon's software ecosystem. The setup process is seamless if you already use the Alexa app — just follow the on-screen instructions, wire it up, and you are controlling your home's temperature with your voice in minutes.
While it lacks the AI-driven learning of the Nest or the room sensors of the Ecobee, the Amazon Smart Thermostat covers the fundamentals well. You can create schedules, set geofencing triggers, and monitor energy usage through the Alexa app. The thermostat also supports Alexa Hunches, where Alexa can suggest temperature adjustments based on your patterns.
The display is a simple, attractive touchscreen that shows the current temperature, set point, and basic system status. It is not as feature-rich as higher-end displays, but it is perfectly legible and responsive. For the price, the build quality is impressive.
Pros
- Extremely affordable price point
- Seamless Alexa integration and voice control
- ENERGY STAR certified with energy savings potential
- Simple, quick installation
- Clean, modern design
- Alexa Hunches for smart suggestions
- Built on proven Honeywell HVAC technology
Cons
- Requires Alexa ecosystem for best experience
- No room sensor support
- Limited smart home platform compatibility (no HomeKit or Google)
- No learning or AI scheduling features
- C-wire required
Best for: Budget-conscious buyers who are already invested in the Amazon Alexa ecosystem and want a straightforward smart thermostat without a steep learning curve or a steep price tag. Pair it with other Alexa-compatible smart home devices for a cohesive setup.
Google Nest Thermostat (Standard) — Best Budget Google Thermostat
Deck Score: 8.7/10
If you love the Google ecosystem but the Nest Learning Thermostat's price tag gives you pause, the standard Google Nest Thermostat is an outstanding alternative. It strips away some of the premium features — like the Soli radar sensor and self-learning AI — while retaining the core smart functionality that makes Nest products so popular.
The Nest Thermostat features a mirrored display that looks sleek on any wall. It offers schedule mirroring from your phone, energy-saving recommendations, and HVAC system health monitoring. If your heating or cooling system shows signs of trouble, the Nest can alert you before a minor issue becomes a costly repair.
Savings Finder is a particularly useful feature that suggests small temperature adjustments throughout the day to reduce energy consumption. Google estimates that these micro-adjustments can save households around 10% to 15% on heating and cooling costs over time. The thermostat also supports remote control via the Google Home app, so you can adjust the temperature from anywhere.
While it does not support remote temperature sensors like its Learning sibling, the standard Nest Thermostat covers the essentials with reliability and style. It is also one of the most affordable ENERGY STAR-certified smart thermostats available, and many utility companies offer rebates that can bring the effective cost down significantly.
Pros
- Affordable price with premium Google ecosystem integration
- Beautiful mirrored display design
- Savings Finder for energy optimization
- HVAC health monitoring and alerts
- Easy setup through the Google Home app
- ENERGY STAR certified with rebate eligibility
- Works with Google Assistant and Alexa
Cons
- No remote temperature sensor support
- No self-learning AI features
- Limited Apple HomeKit compatibility
- C-wire preferred for full functionality
Best for: Google ecosystem users who want a stylish, energy-efficient smart thermostat without the premium price. It is an excellent entry point into smart climate control. See our smart home energy savings guide for more tips on reducing your bills.
Ecobee Smart Thermostat Enhanced — Best Mid-Range Value
Deck Score: 9.0/10
Sitting between the budget and premium tiers, the Ecobee Smart Thermostat Enhanced offers an impressive feature set at a mid-range price. It includes Ecobee's acclaimed eco+ software, which automatically adjusts your temperature based on factors like local weather, electricity pricing, and whether anyone is home. This intelligent optimization runs silently in the background, saving you money without requiring any effort on your part.
The Enhanced model supports Smart Recovery, which calculates how long your HVAC system needs to reach your desired temperature and starts the process ahead of time. This means your home is always comfortable when you wake up or return from work — no waiting around for the system to catch up.
While it does not include a room sensor in the box (unlike the Premium model), it fully supports Ecobee's SmartSensors, which you can add later. This makes the Enhanced an excellent choice if you want to start with a single thermostat and expand your sensor network over time.
Voice assistant support is comprehensive: built-in Alexa, Apple HomeKit with Siri, and Google Assistant compatibility mean this thermostat plays well with virtually every major smart home platform. The app is polished, offering detailed energy reports, scheduling options, and system alerts.
Pros
- eco+ software for intelligent energy optimization
- Smart Recovery ensures comfort on schedule
- Works with Alexa, Siri, and Google Assistant
- Excellent app with energy reports and alerts
- Supports SmartSensors for future expansion
- Mid-range price with near-premium features
- ENERGY STAR certified
Cons
- No room sensor included in the box
- C-wire required
- No built-in air quality monitor
- No built-in speaker
Best for: Homeowners who want Ecobee's smart software and broad ecosystem compatibility at a more accessible price point. It is the sweet spot for value-conscious buyers who refuse to compromise on features. Browse our smart home product reviews for more options.
Wyze Smart Thermostat — Best Ultra-Budget Smart Thermostat
Deck Score: 8.2/10
Wyze has built a reputation for delivering surprisingly capable smart home products at rock-bottom prices, and their Smart Thermostat is no exception. At a price point that undercuts nearly every competitor, the Wyze thermostat offers geofencing, scheduling, usage reports, and a clean companion app — features typically found in thermostats costing two or three times as much.
The Wyze app provides 7-day usage history, runtime reports, and filter change reminders. You can create schedules with multiple time blocks per day, set vacation modes, and use geofencing to automatically adjust the temperature when you leave or arrive home. The thermostat also supports usage tracking by HVAC system type (heating vs. cooling), helping you understand where your energy dollars are going.
Design-wise, the Wyze thermostat is simple and unobtrusive. The black-and-white display is not flashy, but it is clear and easy to read. Installation is straightforward, and Wyze provides a compatibility checker on their website to verify that your HVAC system will work before you buy.
The main trade-offs at this price are the lack of room sensor support, no ENERGY STAR certification, and limited voice assistant integration compared to premium models. However, for basic smart thermostat functionality, the Wyze delivers exceptional value.
Pros
- Extremely low price — best value in smart thermostats
- Geofencing and scheduling features
- Usage reports and filter change reminders
- Clean, functional companion app
- Easy installation process
- Works with Alexa and Google Assistant
Cons
- No room sensor support
- Not ENERGY STAR certified
- Basic display design
- No learning or AI features
- Limited smart home ecosystem depth
Best for: First-time smart thermostat buyers, rental property owners, or anyone who wants smart scheduling and remote control without spending much. It is also a great option for secondary homes or garages. Check out our roundup of the best budget smart home devices for more affordable upgrades.
Honeywell Home T10 Pro Smart Thermostat — Best for Professional Installation
Deck Score: 8.6/10
The Honeywell Home T10 Pro Smart Thermostat is a favorite among HVAC professionals, and for good reason. It offers broad system compatibility, reliable performance, and smart room sensor support in a package designed for straightforward professional installation. If you are having a new HVAC system installed or upgrading your entire setup, the T10 Pro is worth considering.
The T10 Pro supports smart room sensors that detect temperature and occupancy, allowing for multi-room comfort management. It handles multi-stage heating and cooling, heat pumps with auxiliary heat, and dual-fuel systems with ease. The thermostat also features a large, bright touchscreen that is easy to read and navigate.
Geofencing works reliably, and the scheduling options are flexible enough to accommodate even the most complex routines. The Honeywell Home app provides system alerts, filter reminders, and basic energy usage information. While the app is not as polished as Google's or Ecobee's offerings, it is functional and stable.
Voice assistant support includes Amazon Alexa, Google Assistant, and Apple HomeKit, giving you flexibility regardless of your preferred platform. The T10 Pro is also compatible with Honeywell's broader ecosystem of smart home products, including smart plugs and security systems.
Pros
- Exceptional HVAC system compatibility
- Smart room sensor support for multi-room comfort
- Works with Alexa, Google Assistant, and Apple HomeKit
- Large, bright touchscreen display
- Reliable geofencing and scheduling
- Trusted Honeywell build quality and support
- ENERGY STAR certified
Cons
- Best experience requires professional installation
- App design is functional but not modern
- Room sensors sold separately
- Higher price when factoring in professional installation
Best for: Homeowners who are upgrading their HVAC system and want a thermostat that a professional can install and configure perfectly. It is also ideal for complex multi-stage or dual-fuel systems. Read our guide on choosing a smart thermostat for more expert advice.
Smart Thermostat Buying Guide: Everything You Need to Know
What Is a Smart Thermostat?
A smart thermostat is a Wi-Fi-enabled device that replaces your traditional thermostat and gives you advanced control over your home's heating and cooling systems. Unlike programmable thermostats that require you to manually set schedules, smart thermostats can learn your habits, respond to your location, and optimize energy usage automatically. They connect to your home network and can be controlled remotely via smartphone apps, voice assistants, or automation routines.
Modern smart thermostats go far beyond temperature control. Many models track energy usage, monitor HVAC system health, integrate with broader smart home ecosystems, and even monitor indoor air quality. The best models pay for themselves through energy savings within one to two years.
Do You Need a C-Wire?
The C-wire (common wire) is one of the most common concerns when upgrading to a smart thermostat. This wire provides continuous 24V power to the thermostat, which is necessary for features like Wi-Fi connectivity, large displays, and always-on sensors.
Most modern smart thermostats prefer or require a C-wire. However, some models — like the Google Nest Learning Thermostat — can operate without one in certain HVAC configurations by "power stealing" from the heating and cooling wires. This works well in many cases but can occasionally cause issues with HVAC systems that are sensitive to small current draws.
If your home does not have a C-wire, you have several options:
- Choose a thermostat that does not require one (like certain Nest models)
- Use a C-wire adapter (included with some Ecobee and Honeywell models)
- Have an electrician install a C-wire (typically $100 to $200)
- Use a 24V plug-in transformer as an alternative power source
How Much Can a Smart Thermostat Save You?
Energy savings vary based on your climate, HVAC system efficiency, and usage patterns, but the numbers are compelling. According to ENERGY STAR, certified smart thermostats save households an average of 8% on heating and cooling costs. Google reports that Nest thermostats save an average of 10% to 12% on heating and 15% on cooling. Ecobee claims savings of up to 26% when combined with their room sensors and eco+ software.
For a typical household spending $2,000 annually on heating and cooling, even a conservative 10% savings translates to $200 per year. Over the lifespan of the thermostat (typically 10+ years), that is $2,000 or more in savings — far exceeding the initial purchase price.
Additionally, many utility companies offer rebates for installing ENERGY STAR-certified smart thermostats. These rebates can range from $25 to $150 or more, further reducing your upfront cost. Check with your local utility provider for available programs.
Smart Thermostat vs. Programmable Thermostat
The key differences between smart and programmable thermostats come down to intelligence, connectivity, and convenience:
| Feature | Programmable Thermostat | Smart Thermostat |
|---|---|---|
| Remote Control | No | Yes (via app) |
| Learning Capability | No | Yes (many models) |
| Geofencing | No | Yes |
| Energy Reports | No | Yes |
| Voice Control | No | Yes (most models) |
| Room Sensors | No | Yes (many models) |
| HVAC Monitoring | No | Yes (many models) |
| Utility Rebate Eligibility | Rarely | Often |
While programmable thermostats can save energy if used correctly, studies show that most people never program them properly — or abandon their schedules within weeks. Smart thermostats eliminate this problem by automating the process entirely.
Frequently Asked Questions
What is the best smart thermostat overall?
The Google Nest Learning Thermostat (4th Gen) is our top pick for the best smart thermostat overall. It combines industry-leading AI learning, a beautiful design, excellent energy savings, and deep Google ecosystem integration. However, the best thermostat for you depends on your specific needs. If room-level comfort is your priority, the Ecobee Smart Thermostat Premium with its included SmartSensor may be a better fit. For budget buyers, the Amazon Smart Thermostat or Google Nest Thermostat (Standard) offer outstanding value.
Are smart thermostats worth the investment?
Absolutely. Smart thermostats typically pay for themselves within one to two years through energy savings alone. Beyond the financial benefits, they offer unmatched convenience — remote control from anywhere, voice commands, automatic scheduling, and HVAC health monitoring. Many models are also eligible for utility rebates that reduce the upfront cost. Over the 10+ year lifespan of a typical thermostat, the cumulative savings and convenience make smart thermostats one of the highest-return smart home investments you can make.
Can I install a smart thermostat myself?
Yes, most smart thermostats are designed for DIY installation. The process typically involves turning off power to your HVAC system, removing the old thermostat, connecting the wires to the new thermostat's base plate, mounting the display, and following the app-based setup wizard. Most installations take 20 to 45 minutes. However, if you have a complex HVAC system (multi-stage, dual-fuel, or whole-home humidifier/dehumidifier), or if your home lacks a C-wire and you are uncomfortable with electrical work, hiring a professional is recommended. Always turn off the breaker before working with thermostat wiring.
Do smart thermostats work with all HVAC systems?
Smart thermostats are compatible with the vast majority of residential HVAC systems, including forced air furnaces, central air conditioners, heat pumps, and boiler systems. However, some high-voltage systems (like electric baseboard heaters operating at 120V or 240V) require specialized thermostats. Additionally, homes with multi-stage systems, dual-fuel configurations, or whole-home ventilation systems need thermostats that support those specific features. Before purchasing, use the manufacturer's online compatibility checker — most brands offer one on their website — to confirm that the thermostat will work with your specific HVAC setup.
How do room sensors improve smart thermostat performance?
Room sensors solve one of the biggest limitations of traditional thermostats: they only measure temperature in one location (usually a hallway or central wall). This means your bedroom might be too hot while your living room is too cold, and the thermostat has no way to know. Smart room sensors placed in key rooms report temperature and occupancy data back to the thermostat, which can then prioritize occupied rooms, balance temperatures across the home, and ensure comfort where it matters most. For homes with multiple levels, sun-facing rooms, or areas that are consistently warmer or cooler than the rest of the house, room sensors are a game-changer. Both Ecobee and Honeywell offer excellent sensor ecosystems, and Google's Nest sensors work seamlessly with the Nest Learning Thermostat.
Final Thoughts: Choosing the Right Smart Thermostat
The smart thermostat market has matured to the point where there is genuinely an excellent option for every budget and every household. Here is a quick recap to help you decide:
- Best Overall: Google Nest Learning Thermostat (4th Gen) — unmatched AI learning and premium design
- Best with Room Sensors: Ecobee Smart Thermostat Premium — comprehensive comfort and air quality monitoring
- Best for Multi-Room Homes: Honeywell Home T9 — broad HVAC compatibility and reliable sensors
- Best Budget Alexa Pick: Amazon Smart Thermostat — affordable and seamlessly integrated with Alexa
- Best Budget Google Pick: Google Nest Thermostat (Standard) — stylish and energy-efficient at a great price
- Best Mid-Range Value: Ecobee Smart Thermostat Enhanced — premium features at a mid-range price
- Best Ultra-Budget: Wyze Smart Thermostat — surprising capability at the lowest price
- Best for Pro Installation: Honeywell Home T10 Pro — HVAC professional favorite with broad compatibility
No matter which thermostat you choose, upgrading from a manual or basic programmable model to a smart thermostat will deliver immediate benefits in convenience, comfort, and energy savings. Take a look at our complete smart home setup guide to see how your new thermostat fits into a broader connected home ecosystem.
Have questions about a specific model or need help choosing? Explore our detailed smart home reviews or browse our best smart home product roundups for more expert recommendations.


