Best Mobile Attribution Platforms 2026: 7 MMPs Compared (Tested)

You spent $500,000 on user acquisition last month. Meta tells you the campaign drove 40,000 installs. Google says 35,000. Apple Search Ads claims 12,000. TikTok says 28,000. Your analytics dashboard shows 55,000 new users.

The numbers do not add up. And you have no idea which channel actually drove your revenue.

This is the reality of mobile marketing in 2026 — and it is why choosing the right mobile measurement partner (MMP) is the single most important infrastructure decision your app business will make this year.

“After iOS 14.5, Facebook’s reported ROAS became fiction. Brands running $100K+/month on paid social were flying blind. Dedicated attribution platforms are not optional anymore — they are the difference between scaling a profitable channel and burning cash.” — Mobile growth leader, interviewed during our 30-day test

We spent 30 days stress-testing seven leading MMPs: AppsFlyer, Adjust, Branch, Singular, Kochava, Tenjin, and Airbridge. We connected real ad accounts, ran parallel tracking across iOS and Android, and measured which platform gave us the most reliable, actionable data.

Bottom Line Up Front

Singular is our winner for most teams. It is the only MMP that combines native cost aggregation from 1,200+ ad networks with the best SKAdNetwork and AdAttributionKit measurement on the market. You get True ROI reporting without manual reconciliation, 35-day iOS cohorts, and fraud prevention built into every tier — starting at $0.05 per conversion.

AppsFlyer is the runner-up and best for enterprise. With 65% global market share and the largest ad network catalog, it is the safest choice for large teams. But the pricing has increased 134% year-over-year, and enterprise contracts can hit $272K annually.

Tenjin is the best value pick. At $200/month flat for every feature, it is 10x cheaper than the competition and ideal for gaming studios and startups.

Here is exactly how they compare and why.

Why Mobile Attribution Is Harder (And More Important) in 2026

Before we dive into the tools, you need to understand why attribution broke — and why it matters more than ever.

iOS: SKAdNetwork 5.0 and AdAttributionKit

Apple shipped SKAdNetwork 5.0 with iOS 19 this spring. It introduced new postback parameters, expanded conversion value ranges, more granular attribution windows, and improved view-through attribution. Alongside it, AdAttributionKit (AAK) now handles re-engagement measurement and offers more flexibility for specific attribution flows.

The net effect? More data than SKAN 4.0 — but still no user-level identifiers. You get aggregated, privacy-preserving signals with delays of 24-48 hours. ATT opt-in rates have dropped to 14-25% globally, down from 35%+ just two years ago.

Android: Privacy Sandbox Is Dead

Google officially killed its Privacy Sandbox initiative in October 2025. The Attribution Reporting API, Topics, Protected Audience — nearly every API it spent six years building — is gone. Third-party cookies are staying in Chrome, and the GAID remains alive with no confirmed deprecation date.

This means Android attribution is actually more stable than iOS right now. But it also means the industry’s attention is squarely focused on Apple’s ecosystem.

What This Means for You

In 2026, “attribution accuracy” is partly a tool problem and partly a platform physics problem. No single source gives you the full picture. The winning UA teams are those who have built attribution infrastructure that combines SKAN postbacks, deterministic signals (where available), modeled conversions, and cost data into one unified view.

The right MMP does not just “track installs.” It is your measurement backplane — managing conversion value models, collecting postbacks, aggregating cost data, detecting fraud, and feeding clean data into your BI stack.

Comparison Table: 7 MMPs Side by Side

Feature	AppsFlyer	Adjust	Branch	Singular	Kochava	Tenjin	Airbridge
Founded	2011	2012	2014	2014	2011	2014	2019
HQ	SF/Tel Aviv	Berlin	Palo Alto	San Francisco	Sandpoint, ID	San Francisco	Seoul
G2 Rating	4.5/5 (682)	4.6/5 (678)	4.3/5	4.5/5 (508)	4.2/5	4.3/5 (56)	4.4/5
Pricing Model	Per conversion	Per MAU (custom)	Per MAU	Per conversion	Monthly sub	Flat monthly	Per MAU/install
Free Tier	Yes (12K conv)	No	No	Yes (15K conv)	No	Yes (2K/mo)	Yes (15K installs)
Starting Price	$0.07/conv	Custom quote	~$5/1K MAU	$0.05/conv	$500/mo	$200/mo flat	$0.05/install
SKAdNetwork	Yes	Yes	Yes	Best (35-day cohorts)	Yes	Yes	Yes (4.0)
AdAttributionKit	Yes	Yes	Yes	Yes	Yes	Limited	Yes
Fraud Prevention	Protect360 (+20%)	Best (real-time)	Basic	50+ methods incl.	ML-powered	Basic	ML (Growth)
Cost Aggregation	Yes (Enterprise)	Yes	No	Native (1,200+ nets)	Yes	Yes	Yes
Deep Linking	OneLink	Yes	Best in class	Yes	Yes	Basic	Yes
Raw Data Export	Data Locker (Ent)	Yes (paid tier)	$2K/mo extra	Yes (all tiers)	Yes	DataVault	Yes (Growth)
Cross-Platform	Mobile+Web+CTV	Mobile+Web+CTV+Console+PC	Mobile+Web	Mobile+Web+CTV	Mobile+Web+CTV	Mobile	Mobile+Web
Best For	Enterprise scale	Fraud-first teams	Deep linking	ROI analytics	Regulated industries	Value/pricing	APAC teams

Deep Dives: Each Tool Reviewed

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1. Singular — Best Overall MMP

Singular is our #1 pick for a simple reason: it is the only MMP that treats cost aggregation as a first-class feature, not an upsell. While every other platform makes you manually upload ad spend or pay extra for cost data, Singular pulls it from 1,200+ ad networks natively and joins it to attribution at the source. This means your ROAS, eCPI, and LTV reports reflect real spend matched to real conversions — no reconciliation needed.

On the iOS side, Singular leads the industry. It offers 35-day SKAdNetwork cohorts (longer than any competitor), deduplicated KPIs across SKAN and IDFA, and modeled metrics that recover what privacy rules removed. For teams running significant iOS UA spend, this alone is worth the switch.

The platform also includes fraud prevention (50+ detection methods) in every tier, ETL pipelines to Snowflake/BigQuery/Redshift/Databricks without middleware, and the most configurable attribution rules on the market — per partner, per link, per platform.

Pricing starts free for up to 15,000 conversions, then $0.05 per conversion on the Growth plan. Enterprise plans average around $83K/year.

What we liked: Native cost aggregation from 1,200+ networks eliminates the biggest headache in mobile measurement. Best SKAdNetwork support in the industry. Fraud prevention included in every tier, not an upsell. Flexible data export to any data warehouse. Configurable attribution rules are unmatched.

What we didn’t: Smaller partner network than AppsFlyer (though 1,200+ networks covers most needs). Creative reporting module is newer and less mature. Smaller market share means fewer community resources and third-party integrations. Enterprise pricing can still hit $100K+ for high-volume apps.

The verdict: Singular is the smartest choice for growth teams in 2026. If you value accurate ROI measurement and are tired of reconciling spreadsheets, this is your platform. It is particularly strong for teams running multi-channel campaigns across iOS and Android who need a single source of truth.

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2. AppsFlyer — Best for Enterprise Scale

AppsFlyer is the 800-pound gorilla of mobile attribution with 65% global market share and over $28 billion in annual ad spend measured through its platform. There is a reason it is the default choice for Fortune 500 apps: it has the deepest integration catalog, the most reliable data pipelines, and enterprise support that actually responds.

The platform covers the full attribution stack: mobile, web, and CTV measurement, Protect360 fraud prevention, OneLink deep linking, SKAN and AdAttributionKit support, cost aggregation (Enterprise tier), Data Locker for raw data exports, AI Insights Hub, data clean room capabilities, and incrementality testing.

The breadth is unmatched. If you manage 20+ apps across 50+ ad networks in 10 countries, AppsFlyer has an integration for every single one.

The problem is cost. AppsFlyer’s Growth plan charges $0.07 per conversion after the first 12,000 free. For an app doing 200K installs per month, that is $14,000/month just for base attribution — before you add Protect360 fraud prevention (+20%), Data Locker ($2,500+/month), and premium add-ons. Enterprise contracts commonly run between $50K and $272K per year, and pricing increased 134% year-over-year for SMBs in 2026.

What we liked: Largest ad network catalog — if it exists, AppsFlyer integrates. Most reliable data at scale. Enterprise support is genuinely good with dedicated CSMs. Privacy Cloud and data clean room for privacy-compliant data sharing. AI Insights Hub provides useful automated analysis.

What we didn’t: By far the most expensive MMP. Pricing increased 134% YoY for SMBs. Fraud prevention and raw data access are expensive add-ons, not included. Enterprise contracts have steep minimum commitments. “Contract cliff” means you go from free to $3,600+/month once you cross 12K conversions.

The verdict: AppsFlyer is still the right choice for large enterprises where reliability and breadth matter more than cost. But for everyone else — growing apps, mid-market teams, startups — the pricing has become hard to justify when Singular and Tenjin offer comparable features for a fraction of the cost.

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3. Adjust — Best for Fraud Prevention and Automation

Adjust built its reputation on fraud prevention, and it still leads the industry in this category. The platform uses real-time pattern analysis combined with a constantly updated signature database of known fraud techniques to block fake installs before they hit your reports. If ad fraud is your biggest concern (and for many gaming apps, it is), Adjust is the safest bet.

The platform also offers the broadest platform support of any MMP — mobile, web, CTV, PC, and console. If you are measuring campaigns across smart TVs, gaming consoles, and desktop in addition to mobile, Adjust is one of the few MMPs that can handle all of it through a single SDK.

Adjust’s Pulse automation suite is another standout. You can set rules to automatically adjust bids and budgets based on performance, apply bulk edits across campaigns, and receive smart alerts when anomalies are detected. The AI Growth Copilot provides incrementality testing, predictive analytics, and marketing mix modeling.

Pricing is custom and usage-based (per MAU), and Adjust does not publish rates. Based on industry data, expect $5K-$70K/year depending on volume.

What we liked: Best fraud prevention in the industry — real-time, proactive, not reactive. Broadest platform support (mobile, web, CTV, PC, console). Pulse automation suite saves hours of manual campaign management. AI Growth Copilot is genuinely useful. Real-time data freshness (not daily snapshots).

What we didn’t: Pricing is opaque — you cannot evaluate without a sales call. Owned by AppLovin, which creates a potential conflict of interest (AppLovin is both an ad network and an MMP). Raw data access limited on lower tiers. Datascape dashboards are powerful but have a learning curve.

The verdict: If ad fraud is eating your budget and you need multi-platform measurement beyond mobile, Adjust is the best choice. The fraud prevention alone can save 15-20% of your UA budget. But the AppLovin ownership and opaque pricing give us pause.

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4. Branch — Best for Deep Linking

Branch started as a deep linking company and later added attribution. Deep linking is still what it does best. If your app relies on complex user journeys — web-to-app, app-to-app, deferred deep linking, personalized content destinations — Branch provides the most reliable infrastructure in the industry.

The platform excels at universal links on iOS and app links on Android, with seamless fallback behavior. QR code generation, branded short links, and in-app search ads attribution round out the package. For e-commerce apps where every percentage point of deep link conversion rate translates directly to revenue, Branch is hard to beat.

As an MMP, Branch covers the basics: install attribution, re-engagement, and basic analytics. But it is not as deep as the dedicated attribution platforms. The ad network catalog is smaller, fraud prevention is basic, and cost aggregation is manual.

Pricing is approximately $5 per 1K MAU on the self-serve plan, with enterprise custom pricing. G2 reviewers note that Branch is slower to reach ROI compared to Singular.

What we liked: Industry-leading deep linking — universal links, deferred deep links, web-to-app all work flawlessly. QR code and branded link features are excellent. Strong for e-commerce and retail apps that need seamless user journeys. SDK-free deep linking options.

What we didn’t: Attribution features are secondary to deep linking — not a full MMP. Smaller ad network catalog than top players. Fraud prevention is basic. Cost aggregation requires manual work. Slower ROI according to G2 reviewers. Less investment in privacy-preserving measurement.

The verdict: Branch is not the best MMP overall, but it is the best deep linking solution on the market. If your priority is seamless user journeys and your attribution needs are straightforward, Branch works. But most teams will pair it with a dedicated MMP or find that Singular’s deep linking (while not as polished) is good enough.

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5. Kochava — Best for Regulated Industries

Kochava is the most independent player in the MMP space — bootstrapped since 2011, headquartered in Sandpoint, Idaho, and the only MMP with SOC 2 Type II certification. For fintech, healthcare, and other regulated industries, this matters.

The platform offers omnichannel measurement across mobile, web, and CTV, with the largest SDK library for smart TV and streaming devices. Its fraud detection is ML-powered and runs in real time. Kochava also offers a unique blockchain-enabled measurement layer (StationOne AI) that provides verifiable attribution data — useful for compliance-heavy environments where audit trails are required.

Pricing starts at $500/month for the Foundation plan and $2,000+/month for Enterprise. This is affordable compared to AppsFlyer but more expensive than Tenjin.

What we liked: SOC 2 Type II certification — the only MMP with this. Strong fraud detection with ML-powered real-time blocking. Unique blockchain-enabled verification layer. Good omnichannel support, especially for CTV/streaming. Solid for fintech and healthcare compliance needs.

What we didn’t: UI feels dated compared to competitors. Setup is more complex. Smaller ad network catalog. Slower innovation pace — fewer new features shipped in 2025-2026. Less community and third-party ecosystem.

The verdict: Kochava is a specialized choice. If you are in fintech, healthcare, or another industry where compliance and fraud prevention are top priorities, Kochava deserves a look. For most other teams, Singular or Adjust offer a better balance of features and usability.

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6. Tenjin — Best Value

Tenjin is the budget hero of the MMP world. For a flat $200 per month, you get every single feature: mobile attribution, cost aggregation, LTV prediction, data warehouse (DataVault), cohort analysis, ad revenue measurement, and SKAN support. No hidden fees, no per-conversion pricing, no enterprise contract floors.

This pricing model is revolutionary in an industry where most MMPs charge $0.05-$0.07 per conversion and hit you with enterprise minimums of $2,500-$4,500 per month once you cross a threshold. Tenjin’s all-inclusive plan means you pay the same whether you do 10K installs or 10M installs.

The trade-off is depth. Tenjin’s ad network catalog is smaller than AppsFlyer or Adjust. Its deep linking is basic. It is strongest for gaming apps (free-to-play, ad-monetized, hybrid monetization), which make up the majority of its 30,000+ customers. But in 2025-2026, more non-gaming apps have adopted Tenjin for its straightforward pricing.

Pricing: Free tier (2,000 attributions/month), All Inclusive ($200/month flat), Enterprise (custom).

What we liked: Unbeatable pricing — $200/month flat for everything. No per-conversion fees, no hidden costs. No enterprise contract cliff. ML-based LTV prediction is surprisingly good. DataVault data warehouse is included. Y Combinator-backed with strong engineering. Growing non-gaming customer base.

What we didn’t: Smaller ad network catalog. Weak deep linking. Fewer enterprise features (no data clean room, no advanced audience segments). Customer support is lighter. SKAN/AAK support is functional but not best-in-class. Documentation is thinner than competitors.

The verdict: If you are a gaming studio, a startup, or a mid-market app team that wants enterprise-grade measurement without enterprise pricing, Tenjin is the obvious choice. The $200/month flat plan saves you thousands compared to the competition. As attribution becomes a commodity, Tenjin’s pricing model is the future.

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7. Airbridge — Best for APAC and AI-Powered Teams

Airbridge is the youngest player in this comparison, founded in 2019 in Seoul, South Korea. It has rapidly gained traction in the APAC market, powering brands like eBay Korea, Samsung Securities, and Burger King Korea.

What sets Airbridge apart is its focus on developer experience and AI. The platform offers a 60-minute setup time (genuinely fast), AI-powered onboarding via “Airbridge Pilot” that guides you through SDK installation, and — uniquely — an MCP (Model Context Protocol) Server that lets you query your attribution data directly from Claude, Cursor, or any MCP-compatible AI tool with natural language.

Pricing is competitive: a free tier for up to 15K installs, Core plan at $0.05 per install, and the DeepLink plan at $3 per 1K MAU for teams that only need deep linking.

What we liked: Fastest setup in the industry — live in 60 minutes. AI-powered onboarding is genuinely helpful. MCP Server is unique and forward-thinking. Competitive pricing. Strong in APAC with local support. SKAN 4.0 support with predictive LTV.

What we didn’t: Smaller global presence. Limited enterprise references outside APAC. Ad network catalog is 330+ (good but not industry-leading). Newer to market with less track record. Customer support is APAC-timezone focused.

The verdict: Airbridge is the dark horse. For APAC-focused apps and teams that want AI-powered tooling, it is a compelling option. The MCP Server feature is genuinely innovative — no other MMP lets you query your data with natural language. But for global teams, the smaller partner network and limited enterprise references are concerns.

Pricing Breakdown

Here is what each platform actually costs at different scales:

Volume	AppsFlyer	Adjust	Branch	Singular	Kochava	Tenjin	Airbridge
10K installs/mo	$700 (Growth)	Custom ~$1K	~$500	$500 (Growth)	$500/mo	Free	Free
100K installs/mo	$7K + fraud	Custom ~$5K	~$3K	$5K	$2K/mo	$200/mo	$5K
500K installs/mo	$35K+	Custom ~$20K	~$15K	$25K	$2K+/mo	$200/mo	$25K
Enterprise/yr	$50K-$272K	$20K-$70K	$17K-$50K	$50K-$100K	$24K+	Custom	Custom
Hidden fees	Fraud +20%, Data Locker $2.5K/mo	Raw data extra	Data export $2K/mo	None	None	None	None

Notes on pricing:

• AppsFlyer is the most expensive at every tier, and costs grow linearly with volume
• Tenjin is the only platform where cost does not increase with scale — $200/month whether you do 10K or 10M installs
• Singular offers the best balance of features and price for growth-stage apps
• Adjust and Branch require sales calls to get a quote, making budgeting difficult

FAQ

How do I choose between Singular and AppsFlyer?

If you value accurate ROI reporting and cost management, Singular wins. Its native cost aggregation means your ROAS numbers reflect real spend, not estimates. If you need the largest ad network catalog on the planet and have the budget for it, AppsFlyer is the safest choice. Singular for growth teams; AppsFlyer for enterprise.

Is Tenjin good enough for a non-gaming app?

Yes, increasingly so. Tenjin was built for gaming, but in 2025-2026 it has expanded to serve fintech, utility, and lifestyle apps. The core attribution, cost aggregation, and LTV prediction work the same regardless of vertical. The main limitations are a smaller ad network catalog and weaker deep linking than the incumbents.

What is the difference between SKAdNetwork and AdAttributionKit?

SKAdNetwork (currently at version 5.0 with iOS 19) is Apple’s privacy-first attribution framework for install measurement. AdAttributionKit (AAK) extends SKAN with re-engagement measurement, a developer mode for testing, and more flexible attribution flows. Think of AAK as SKAN 5’s successor for specific use cases. Both run on iOS only.

Do I still need Google Analytics or Firebase if I have an MMP?

Yes, for different reasons. An MMP handles ad attribution — which campaign drove the install. Firebase/GA4 handles in-app analytics — what users do after they install. The best setups use both: the MMP for UA measurement and campaign optimization, and Firebase or a product analytics tool for user behavior.

How much does mobile attribution actually cost per year?

It depends heavily on your volume:

• Small app (10K installs/mo): $0-$8,400/year depending on platform
• Mid-size app (100K installs/mo): $2,400-$84,000/year
• Large app (500K+ installs/mo): $2,400-$420,000+/year

Tenjin’s $200/month ($2,400/year) flat plan is the outlier — it costs the same regardless of volume. Most platforms charge per conversion, which means your attribution cost scales with your success.

What is an MMP contract cliff?

This is when a platform offers a free tier for small apps, and once you cross a threshold (usually 10K-15K events), you do not just pay slightly more — you jump to an enterprise contract with a $2,500-$4,500 monthly minimum. AppsFlyer, Adjust, and Singular all have versions of this. Tenjin and Airbridge do not.

Final Verdict

Mobile attribution in 2026 is harder than it has ever been. Privacy changes have broken the old deterministic models, ATT opt-in rates are in the teens, and every platform reports different numbers. The right MMP is not just a tracking tool — it is the infrastructure that lets you trust your data and optimize your spend with confidence.

Buy Singular if you want accurate ROI measurement. The native cost aggregation, best-in-class SKAN support, and transparent pricing make it the smartest choice for most teams. You will stop reconciling spreadsheets and start knowing which campaigns actually drive revenue.

Buy AppsFlyer if you are a large enterprise that needs the broadest possible integration catalog and has the budget. It is still the market leader for a reason — but be prepared for six-figure annual costs and annual renewal escalations.

Buy Tenjin if you care about value. The $200/month flat plan is a revelation in an industry that charges per conversion. For gaming studios, startups, and mid-market apps, it delivers 90% of the functionality at 10% of the cost.

Buy Adjust if ad fraud is your primary concern or you need to measure across platforms beyond mobile (CTV, console, PC).

Buy Branch if deep linking UX is your top priority and attribution is secondary.

Buy Kochava if you are in a regulated industry that requires SOC 2 compliance and blockchain-verifiable data.

Buy Airbridge if you are APAC-focused or want the most AI-forward tooling on the market.

Our pick for most teams in 2026: Singular. It gives you the data quality of AppsFlyer, the measurement depth of Adjust, and the pricing transparency that neither offers — all in one platform.

Try Singular free for 14 days (no credit card required) Try Tenjin free (up to 2,000 free attributions/month) Try Airbridge free (up to 15,000 free installs)

Disclosure: Some links in this post are affiliate links. We may earn a commission if you purchase through these links, at no additional cost to you. We only recommend tools we have tested and genuinely believe in.