Levels.fyi Review 2026: Salary Data You Can Trust?
Levels.fyi Review 2026: Salary Data You Can Trust?
Learning how to use Levels.fyi for salary negotiation is a critical skill for mid-senior tech professionals in 2026, as its free compensation data is the most accessible and high-volume intelligence asset available. The paid services, including resume review and negotiation coaching, only provide clear value in specific scenarios: when you have a live offer in hand or if you are at the Director+ level. Remember that data across the platform skews high due to self-reporting, so you should anchor your analysis on the provided percentile bands, not averages. Treat the free data as your primary tool and consider the paid options as conditional, situational add-ons.
How We Tested
This review is based on the vendor’s official documentation, pricing page, and published benchmarks — we did not run the tool ourselves. We evaluated Levels.fyi’s publicly accessible features, documented methodology, and service terms. Last reviewed: August 2026. We did not test the platform’s benchmark filters, total compensation calculator, Data Explorer queries, employer dashboards, or live negotiation coaching calls.
How do I use Levels.fyi for salary negotiation?
To use Levels.fyi for salary negotiation, anchor your ask in the free benchmark data for your exact company, level, and location, which the platform publishes as 35th, 50th, and 65th percentile bands on its benchmark page.
Follow this three-step workflow:
- Look up your company, level, and location to see the percentile bands for total compensation.
- Use the total compensation calculator to model your offer, inputting base, bonus, and equity to see its annualized value.
- Cite verified salary data points from your target company and level as concrete leverage during the discussion.
For the tactical playbook behind these steps, see our 2026 salary negotiation guide.
What is Levels.fyi?
Levels.fyi is a crowdsourced compensation and career-leveling platform founded in 2017 with the mission “Get Paid, Not Played,” serving over 3 million monthly users according to its About page. It aggregates salary, level, and location data so tech professionals can benchmark their pay, and adds a leveling standard mapped to firms like Radford and Mercer, a total compensation calculator, a verified salary stream, and Data Explorer for AI-driven queries.
How Levels.fyi collects its salary data
Levels.fyi’s salary data comes from self-reported submissions anchored by verified proofs like W-2s, offer letters, and pay statements, with outlier and forgery detection in place, per its verified salary stream page. Users can submit anonymously in about a minute, but verified documents anchor the published bands.
Self-reported submissions and verified anchors
The system is designed to ensure data integrity. Verified W-2s, offer letters, and pay stubs anchor the dataset, with blatant outliers removed. As the founder explained on Hacker News, “we never accept any form of payment to adjust leveling or salary numbers,” though he concedes “there’s definitely likely a bias in the data we collect.”
What total compensation includes
TC is defined as base salary plus bonus plus equity, with equity annualized over its vesting schedule. For example, $300K in RSUs over a 4-year vest is counted as $75K per year, as detailed on the official TC definition page. Benefits are explicitly excluded from TC data, and common comp elements like equity refreshers and stock price appreciation are generally not captured.
Levels.fyi pricing: free data, paid services
Consumer compensation data on Levels.fyi is free to access, while employer data tiers are priced at $800, $2,000, and $4,000 per month, and individual negotiation services start at $1,250, per the employer data page and services page.
Free consumer access
Job seekers can view percentile tables (35th, 50th, 65th) filtered by location, level, job family, experience, and company size. Some detailed outputs or filters are gated behind an “Upgrade to View” message on the benchmark page.
Employer data tiers
The three paid employer tiers are: Plus at $800/month, Premium at $2,000/month, and Enterprise at $4,000/month, with pricing based on annual billing.
Negotiation services and resume review
Individual negotiation services are tiered: Standard ($1,250 for a single offer with a $10K guarantee), Premium ($2,450 for multiple offers with a $15K guarantee), and Leadership ($5,000 for Director+ roles with a $40K guarantee). All come with money-back guarantees and require a minimum of one year of experience, as listed on the services page. Resume review is priced at $249, per the vendor’s llms.txt file.
Levels.fyi pros and cons
The platform’s key advantage is its vast dataset of high-verified compensation data, but it suffers from inherent selection bias and data gaps. The founder himself has noted “there’s definitely likely a bias in the data we collect,” per the founder’s HN thread.
Pros:
- High-volume, free consumer access to compensation data.
- Data anchored by verified documents like W-2s and offer letters.
- Industry-standard leveling system mapped to external consultancies like Radford/Mercer.
- Money-back-guaranteed negotiation services for qualified individuals.
Cons:
- Strong selection bias toward tech-primary, high-paying firms.
- Self-reported data skews upward; one HN user reported figures approximately 50–66% above his actual compensation.
- Equity refreshers and stock price growth are not captured, understating compensation for long-tenured employees.
- Thin data coverage for lower-volume or non-traditional tech roles.
Who should use Levels.fyi?
Levels.fyi is most valuable for mid-senior tech job seekers benchmarking offers and negotiating in 2026, supported by over 1 million total submissions noted by the co-founder and 245,000+ trailing-12-month data points across 1,200+ companies per the employer data page. Candidates with under a year of experience or in non-tech industries with thin coverage will find less utility.
For a broader view of what else belongs in your job-search stack, see our roundup of career tools for job seekers or browse the career tools hub.
The verdict
Levels.fyi’s free data is the foundational asset for any 2026 tech salary negotiation, per its 2025 End-of-Year Pay Report, which shows US SWE median total compensation at $192.5K (+2.6% YoY) and Senior SWE at $312.6K (+4.2%). Use the free data in every negotiation as a floor-to-midrange reference, buy paid services only with a live offer, and treat the figures as a directional guide, not gospel.
For context on how companies design pay and equity, see how tech companies structure rewards in 2026. And if you are weighing adjacent investments in your job search, our LeetCode Premium review covers the other premium tool that candidates often sit next to.
FAQ
Levels.fyi’s core compensation data is free, but premium employer data and career services carry a cost. The platform’s AI-powered Data Explorer launched in March 2026 and comes with the explicit disclaimer that “Data Explorer can make mistakes,” per its explorer page. For questions about data quality, service value, and cost, the answers below provide clarity.
Is Levels.fyi salary data accurate?
Levels.fyi data is anchored by verified documents like W-2s, which improves accuracy, but it has an acknowledged upward bias due to self-reporting and platform selection effects. Use the percentile bands, not averages, and cross-reference with other sources for a complete picture. This bias is a known limitation acknowledged by the platform’s founder.
Is Levels.fyi’s negotiation service worth the money?
The negotiation service’s value is conditional. It is most worthwhile if you have a live, competing offer and are negotiating a significant compensation package, as the money-back guarantees reduce your risk. Without an active offer, the free data is sufficient to guide your strategy. The services require at least one year of professional experience.
Does Levels.fyi cost anything for job seekers?
Access to the core compensation benchmarks, level data, and tools like the TC calculator is free for job seekers. The paid elements are the employer data subscription tiers and the individual career services, such as resume review and negotiation coaching. You do not need to pay to access the fundamental salary intelligence.
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