FlyCode vs Butter Payments for failed payment recovery

FlyCode vs Butter Payments: both replace the retry engine with ML; they differ on integrations, backup payment routing, outreach, network data and time to deploy.

By the FlyCode team. Last reviewed September 2026.

TL;DR: FlyCode and Butter Payments are the two platforms in the category that replace the retry engine with machine learning rather than stacking retries on top of your processor, and neither takes on credit risk. The differences are scope and fit. Butter is built for USD 100M-plus DTC enterprises on gateways such as Braintree and Worldpay, deploys over weeks through an enterprise sales process, added outreach only in 2026 and does not route backup payment methods. FlyCode installs in minutes as a Stripe app or in a day on Shopify apps, adds backup card routing, outreach coordinated with retries and multi-processor orchestration, trains with Visa and Mastercard network data, and works for B2C and B2B. Both charge on recovery.

Key takeaways

Both FlyCode and Butter replace the retry engine, so neither carries the authorization-rate risk of stacked retries; the choice is about breadth, data and fit.
Butter publicly reports 8 to 10 percent recovery above legacy and a 5 percent-plus ARR growth claim with named enterprise customers; FlyCode reports 25 to 40 percent above legacy and 5 to 9 percent ARR lift with named case studies.
FlyCode adds backup payment method routing, outreach coordinated with retries, Stripe payment orchestration and direct Visa and Mastercard partnerships; Butter's strengths are gateway-level retry timing at very high volume.
Deployment differs by an order of magnitude: minutes to a day for FlyCode via app installs, weeks for Butter via enterprise integration.

At a glance

FlyCode

Butter Payments

Core mechanism

Per-merchant ML retries, backup payment methods, coordinated outreach, multi-processor orchestration, AI agents

Data-science retry timing at the gateway ("technical handshake" between merchant and issuer)

Retry approach

Replaces the retry engine

Credit risk taken on

Published recovery figures

25 to 40 percent above legacy; 5 to 9 percent ARR lift; Framer, Capsho, Gardencup, Cymbiotika, BUBS Naturals, GitBook

8 to 10 percent above legacy; 5 percent-plus ARR growth claim; Fabletics, The Athletic, Dr. Squatch, Savage X Fenty

Card network data

Direct Visa and Mastercard partnerships; models trained with network data

Processor and gateway data

Backup payment methods

Yes, automatic

Not offered

Outreach

Email and SMS coordinated with retries, local-time delivery, from your domain

Outreach product launched 2026

Multi-processor orchestration

Yes, Stripe payment orchestration partner

Multi-gateway integrations

Integrations

Stripe App Marketplace, Shopify (Recharge, Skio, Stay AI, Loop), Chargebee, Braintree, PayPal, Adyen, Checkout.com

Worldpay, Braintree, Recharge legacy checkout and other enterprise gateways

Analytics

Recovery by decline code, baseline comparison, anomaly agent

Payments Score analytics (2026)

Time to deploy

Minutes (Stripe app) to about a day (Shopify apps)

Weeks, enterprise integration

Pricing

Pay on recovery above baseline; no seats, minimums or setup fee

Revenue share on recovered invoices

Best for

SaaS and DTC subscriptions of any size, B2C and B2B

USD 100M-plus DTC enterprises on enterprise gateways

Where Butter is strong

Butter Payments built its reputation on retry timing at the gateway level for very large consumer brands. Its models focus on the technical exchange between merchant and issuing bank, which is effective on gateway-level and technical failures at high volume, and it has named enterprise references. In 2026 it added Payments Score, an analytics layer, and Outreach, a dunning email product. If you are a USD 100M-plus DTC brand on Braintree or Worldpay and do not run on Stripe, Butter belongs on your shortlist alongside FlyCode.

Where FlyCode differs

Recovery paths beyond the retry. FlyCode charges another valid card on file automatically when the primary fails hard, and coordinates email and SMS with the retry schedule (no message while a retry has a good chance, then local-time delivery from your domain). Butter historically recovered through retry timing alone and added outreach only in 2026; it does not route backup payment methods.

Network data. FlyCode's per-merchant models are trained with Visa and Mastercard network data through direct partnerships, and read more than 100 data points per transaction to infer the underlying cause of generic declines. FlyCode is a Mastercard network partner and Visa Everything Award winner.

Orchestration. FlyCode is a Stripe payment orchestration partner and can reroute a failing retry through an alternate processor, then sync the result back to Stripe. See Payment Orchestration Agent.

Fit and deployment. FlyCode installs from the Stripe App Marketplace in minutes, and on Shopify through Recharge, Skio and Stay AI in about a day, with no engineering. It works for SaaS and DTC, B2C and B2B, at any size. Butter deploys over weeks through an enterprise process and is tuned to DTC enterprise.

Measured results. In FlyCode's open, criteria-based Stripe failed payment recovery benchmark, Butter scores 6.5 out of 10 (ARR growth claim with named customers, auth optimization in scope, revenue-share pricing, no published cohort methodology) and FlyCode 8.8 (7 to 9 percent ARR lift measured on top of Stripe defaults, per-merchant ML on network data, named case studies, native Stripe app, outcome-based pricing).

Which should you choose?

Evaluate both head to head if you are a large DTC enterprise on an enterprise gateway; that is Butter's home ground and FlyCode competes there on backup routing, outreach and network data. For anyone on Stripe, Shopify subscription apps or Chargebee, or any business that also bills B2B, FlyCode is the direct fit: same replace-the-engine approach, more recovery paths, deployment in minutes and pay-on-recovery pricing.

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At a glance

Where Butter is strong

Where FlyCode differs

Which should you choose?

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