MMP comparison · · By Cald
AppsFlyer vs Singular: Specs, Pricing and Reviews
Compare the campaign measurement workflow with the cost-to-warehouse workflow, then test both against your data.
Put both on the shortlist when mobile attribution and campaign ROI matter. AppsFlyer deserves a close look when campaign measurement and linking are the center of the brief. Singular deserves a close look when reconciling network spend with attributed revenue consumes the analytics team’s time. Both offer cost reporting, so “attribution versus analytics” is an incomplete distinction.
Our recommendation is an editorial inference from public documentation and third-party reviews checked October 30, 2026. We have not run a controlled accuracy benchmark. The useful question is which contracted setup produces the report your team needs with less recurring reconciliation.
Technical comparison: follow the data
| Requirement | AppsFlyer | Singular |
|---|---|---|
| Cost ingestion | ROI360 accepts network API data, uploaded cost files and cost on attribution links. | Data connectors retrieve campaign costs; available methods depend on the source and account. |
| Reporting structure | ROI360 Cost ETL has Summary, Geo, Channel and All Cost report types. | Maps source fields into common dimensions, then joins network and tracker records. |
| Warehouse delivery | Cost ETL delivers through Data Locker cloud destinations, with source-dependent granularity. | Marketing ETL lists Snowflake, BigQuery, Redshift and Databricks among its destinations. |
| iOS reporting | SSOT brings together several attribution methods. | SKAN Advanced Analytics supplements partial postbacks with modeled metrics. |
| Linking | OneLink provides campaign redirection and deep linking. | Singular Links supports configurable routing and deep links, with partner-specific limitations. |
Sources: AppsFlyer cost ingestion, Cost ETL specifications, Singular connectors, reporting model, Marketing ETL, AppsFlyer SSOT, Singular SKAN analytics, OneLink and Singular Links.
The important difference is the reconciliation job
Singular documents how differently named fields become common dimensions: a network’s ad group or ad set can become a sub-campaign. It then joins network-side spend to tracker-side outcomes using matching dimensions. That is useful context for a demo: ask to inspect records that did not join, rather than accepting a finished ROAS chart. Singular’s reporting-data explanation.
AppsFlyer’s Cost ETL documentation makes a different distinction important. The All Cost report carries network-sourced spend without attribution metrics, while other reports can include attributed outcomes. The supported source and dimension coverage varies by report. Choose the report that matches your finance reconciliation before building a downstream model. AppsFlyer’s report-type reference.
Our interpretation: start with Singular if your unresolved work is field normalization and network-to-tracker joins. Start with AppsFlyer if your existing campaign operations depend on its reports and you need to assess whether ROI360 exports complete that workflow. Neither inference establishes a universal feature advantage.
Pricing: unit rates do not price the full workflow
AppsFlyer publishes Growth at $0.07/conversion after 12,000 Welcome conversions usable within the first year. Enterprise is quoted. Singular publishes Growth at $0.05/conversion, a free 15,000-paid-conversion offering and custom Enterprise plans; automated ETL is optional.
The rates alone do not establish which proposal costs less. Ask each to define billable conversion types, allowances, organic activity, re-engagement, retention and export charges. Request line items for the precise analytics and delivery workflow in the table. Check minimum commitments, support and overages at both expected and higher-growth volume.
For a synthetic forecast of 20,000 billable conversions after applicable allowances, the listed unit rates imply $1,400 and $1,000 respectively before other terms. This arithmetic illustrates rate sensitivity; it is not a like-for-like quote or a claim that both products count identical activity.
What third-party reviewers report
AppsFlyer: a June 2026 G2 user-acquisition review values consolidated attribution, retention analysis and fraud investigation, while noting an initial learning curve and slower reports over larger date ranges. Read the AppsFlyer reviews on G2.
Singular: an April 2026 G2 marketing review appreciates cross-channel ROAS comparisons and flexible reporting, but describes slower work with larger datasets. Other visible reviews raise export and dashboard usability concerns. Read the Singular reviews on G2.
These are individual experiences, not measured prevalence or an accuracy verdict. Review sites include different roles, contract tiers and implementation dates; some reviews may be solicited or incentivized. Read the source disclosures and filter for teams resembling yours. We paraphrase the findings without assigning a score.
Turn those opinions into a buying test: have your future operator build a 90-day campaign report and export it without the salesperson driving. Record completion time, missing fields and support intervention. The outcome matters more than whether a reviewer calls an interface easy.
Worked pilot: one spend discrepancy, one purchase
Synthetic scenario: a subscription app runs Google, Meta and a regional ad network. Finance sees $1,000 on a campaign’s network export; the MMP’s joined report shows $900. Test how each candidate reveals whether the missing $100 is delayed, unjoined, filtered or absent upstream.
- Freeze the comparison: use the same date range, currency, timezone, campaign IDs and attribution window. Preserve the original network export and its retrieval time.
- Inspect the incoming cost: show the network-level record before attribution joining. Distinguish an empty successful import from an authentication failure.
- Trace the join: rename a test campaign and check that stable IDs preserve the intended relationship. Document any unmatched records rather than silently dropping them.
- Verify revenue: define
subscription_payment_succeededas a backend-verified settled transaction, once per transaction ID. Include event ID, account ID where permitted, UTC occurrence time, numeric revenue and ISO currency. - Replay delivery: send the same test transaction again through your retry path. Acceptance: downstream counted revenue remains one payment under the documented deduplication design.
- Validate the export: load the agreed cost and revenue fields into your warehouse. Acceptance: totals reconcile to the chosen source report, with every known exclusion recorded.
For Apple reporting, ask each vendor to label modeled versus observed measures and explain overlap handling. Do not demand customer-level reconciliation from aggregate privacy postbacks. Define reporting freshness as a contractual expectation for your actual sources, then monitor it after launch.
Which business should evaluate which first?
- Analytics team drowning in cost reconciliation: evaluate Singular’s normalization, join diagnostics and warehouse delivery first.
- Mobile team combining acquisition reports with campaign links: evaluate AppsFlyer’s measurement, OneLink and contracted export path first.
- Both needs are equally important: run the identical pilot in both. Let verified coverage, operator effort and the complete quote decide.
AppsFlyer or Singular: which should you evaluate first?
Take a four-step quiz and watch the fit forecast change with each answer. This is our editorial routing model, not a product benchmark. Your answers stay in this page and are not stored or submitted.
Your evaluation starting point
How this quiz makes a recommendation
The live forecast divides the points from answered questions between the contenders. Before weighted answers, shares are evenly split. These shares are not winning probabilities. Business-pattern points are our editorial hypotheses about where to begin a demo. They are not ratings of accuracy, quality or exclusive capabilities.
| Pattern | AppsFlyer | Singular |
|---|---|---|
| A mobile app with a broad acquisition brief | 2 | 1 |
| An ad-supported mobile game | 1 | 1 |
| A customer journey spanning website and app | 2 | 1 |
| A team consolidating many ad accounts and spend sources | 1 | 3 |
| None of these, or still deciding | 0 | 0 |
The workflow question adds 3 points for its matching evaluation focus: campaign links → AppsFlyer; operations and callbacks → Adjust; cost normalization → Singular; web-to-app → Airbridge; lean game monetization → Tenjin. A focus outside this pair and “no single workflow” add no points. The higher total is evaluated first; equal totals recommend piloting both. The buying constraint changes the demo task, not the ranking. Mandatory requirements can override the result. Website-only answers bypass the comparison.