Firefly III
Firefly III keeps tagging develop builds daily, still with no release notes.
Comparison · Finance
Increase vs Stigg
A side-by-side editorial comparison of Increase and Stigg — release velocity, themes, recent moves, and the top alternatives to consider.
Increase vs Stigg: at a glance
What is Increase?
Increase enriches card transactions with Spade merchant data between its quarterly letters.
A standalone update joins the quarterly newsletters: card transactions now carry a Spade enrichment record with the merchant's name, legal name, logo, website, phone number, store location and an industry category up to four levels deep. The last three quarters moved past core payment rails into managed compliance, entity onboarding sessions, 3D Secure, push provisioning and IP-restricted API keys. SDK coverage has widened to C#, PHP and Ruby, and the documentation was reworked to be readable by LLMs.
What is Stigg?
Stigg moves its entitlements and credit checks inside agent orchestrators and gateways.
Stigg now runs inside agent orchestration layers, applying entitlements, credits and budgets to each step of an agent run, and its Agent SDK supports solo.io and agentgateway out of the box. It also lets customers bill subscriptions through Airwallex invoices and payment links. This lands a day after new pricing with a free plan and monthly billing, and three days after Usage Governance went GA.
Increase vs Stigg: editorial side-by-side
Increase
2.5FINANCE
Increase enriches card transactions with Spade merchant data between its quarterly letters.
◆ Current state
A standalone update joins the quarterly newsletters: card transactions now carry a Spade enrichment record with the merchant's name, legal name, logo, website, phone number, store location and an industry category up to four levels deep. The last three quarters moved past core payment rails into managed compliance, entity onboarding sessions, 3D Secure, push provisioning and IP-restricted API keys. SDK coverage has widened to C#, PHP and Ruby, and the documentation was reworked to be readable by LLMs.
◆ Where it's heading
The arc runs from moving money to operating a bank program end to end. Early quarters added rails (FedNow, Push-to-Card, check transfers); recent ones add the compliance, onboarding and dispute machinery a customer would otherwise build or buy separately. Q2 2026 adds blockchain transfers alongside managed compliance, and flags cross-border payments and lending APIs as next.
◆ Prediction
Expect the cross-border payments and lending APIs named in the Q2 2026 letter to ship as the next quarter's headline, extending the same pattern of absorbing adjacent financial products into the core API.
Stigg
7.5FINANCE
Stigg moves its entitlements and credit checks inside agent orchestrators and gateways.
◆ Current state
Stigg now runs inside agent orchestration layers, applying entitlements, credits and budgets to each step of an agent run, and its Agent SDK supports solo.io and agentgateway out of the box. It also lets customers bill subscriptions through Airwallex invoices and payment links. This lands a day after new pricing with a free plan and monthly billing, and three days after Usage Governance went GA.
◆ Where it's heading
Stigg is placing its billing engine at the points where AI agents spend money: the orchestrator, the gateway and credit reservation before each operation. Billing-backend breadth, now Airwallex invoicing, keeps pace in the background.
◆ Prediction
Expect more gateway and orchestrator integrations in the Agent SDK and its move out of beta. Billing backends will likely keep widening around Airwallex and its peers.
Alternatives to Increase and Stigg
Other Finance products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Increase or Stigg.
Shift4
Shift4 Venue Q4-R2 is on canary venues now, with global release set for November 17.
Payhawk
Payhawk adds SWIFT payment tracking and a DualEntry ledger sync as ERP coverage widens
TaxDome
TaxDome Pipelines now remember your filters, and long task names stop getting cut off.
LNbits
LNbits 1.7.1 follows the urgent 1.7.0 fix by rotating auth keys.
Kolleno
Kolleno is stretching from collections software toward the whole cash cycle.
See all Increase alternatives → · See all Stigg alternatives →
Recent activity from Increase and Stigg
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9d agoStiggStigg Now Runs Inside Your Agent Orchestrator
- 9d agoStiggSupport for solo.io and agentgateway in the Agent SDK
- 9d agoStiggBill subscriptions using invoices and payment links with Airwallex
- 10d agoStiggStigg's New Pricing Is Now Generally Available ⚡
- 12d agoStiggUsage Governance Is Now Generally Available
- 15d agoStiggIntroducing Stigg's New Navigation
- 1mo agoIncreaseIncrease adds real-time merchant data from Spade to card transactions
- 3mo agoIncreaseManaged compliance and blockchain transfers land in Q2 ⚡
- 6mo agoIncreaseEntity onboarding, 3D Secure and IP-restricted keys
- 10mo agoIncreaseFedNow, Push-to-Card and a Cards Disputes API
- 1y agoIncreaseEvent log filtering and check transfer work
- 1y agoIncreaseFile links, check deposit images, Apple Pay history
Frequently asked questions
What is the difference between Increase and Stigg?
They serve adjacent needs but don't currently overlap on shipped themes. Stigg is currently shipping more aggressively (velocity 7.5 vs 2.5), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Increase better than Stigg?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Stigg is currently shipping more aggressively (velocity 7.5 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Finance products to evaluate alongside.
What are the best alternatives to Increase?
Top Increase alternatives in Finance are ranked by recent ship velocity. Browse the "Increase alternatives" section above for the current picks, or visit /alternatives/increase for the full list with editorial commentary on each.
What are the best alternatives to Stigg?
Top Stigg alternatives in Finance are ranked by recent ship velocity. Browse the "Stigg alternatives" section above for the current picks, or visit /alternatives/stigg for the full list with editorial commentary on each.