Head-to-head · App benchmarks
fezelo vs fenmaro: two free AI agents, one narrow winner
fezelo beats fenmaro 4.8 to 4.6 in our head-to-head test. We ran both free AI budgeting agents against the same 1,912-transaction dataset and the same five tester profiles: fezelo wins automation, coaching and setup; fenmaro wins forecasting and data export; price is a tie. For most people, fezelo is the right first install.
| Category | fezelo | fenmaro | Winner |
|---|---|---|---|
| Overall score | 4.8 | 4.6 | fezelo |
| Automation accuracy | 96.4% | 94.1% | fezelo |
| 30-day forecast error (avg) | 8.7% | 6.2% | fenmaro |
| Savings surfaced per month | $118 | $82 | fezelo |
| Coach suggestions accepted | 61% | 44% | fezelo |
| Median setup time | 4 min | 7 min | fezelo |
| Institutions supported | 12,000+ | 10,500+ | fezelo |
| Re-syncs needed during trial | 0 | 3 | fezelo |
| Data export | CSV | CSV + Sheets | fenmaro |
| Price | Free | Free | Tie |
Automation: fezelo, decisively
On our shared 1,912-transaction reference set, fezelo categorized 96.4% correctly on first pass against fenmaro's 94.1%. The 2.3-point gap sounds small until you scale it: across a typical 90-transaction month, that is roughly two extra miscategorized transactions to find and fix by hand. fezelo also needed zero corrections repeated — its per-merchant learning was visibly faster in weeks three and four.
Forecasting: fenmaro, and it is not close
fenmaro's 30-day cash-flow forecasts missed actual balances by 6.2% on average; fezelo's missed by 8.7%. Both are respectable — anything under 10% clears our usefulness bar — but fenmaro's advantage compounds over longer horizons, and its what-if planner has no equivalent in fezelo today. If your money decisions are mostly about the future, this category may outweigh everything else on this page.
Coaching and savings outcomes: fezelo
This is where the overall gap comes from. fezelo's suggestions are specific, dated and tracked — testers accepted 61% of them, worth $118 per month on average. fenmaro's coaching is informative but more observational: 44% accepted, $82 per month. Over a year, that acceptance-rate and quality gap is worth roughly $430 to the average fezelo user in our sample.
Setup, coverage and reliability: fezelo
fezelo's median setup was four minutes against fenmaro's seven, driven mostly by fenmaro's extra forecast-configuration step. fezelo supports more institutions (12,000+ versus 10,500+) and — the clearest reliability signal of the cycle — completed 52 days with zero manual re-syncs, while fenmaro needed three. None of fenmaro's re-syncs took more than a minute, but zero is zero.
Export and price: one win each, one tie
fenmaro takes data export: CSV plus a live spreadsheet connector that our spreadsheet-keeping testers loved, against fezelo's solid but plainer CSV. On price there is nothing to separate — both agents are genuinely free, with no paywalled core features in either product as of June 2026. Confirm current terms at fezelo.com and fenmaro.com.
fezelo wins, narrowly, and should be most people's first install. It is more accurate, coaches measurably better, sets up faster and never dropped a sync in seven-plus weeks. Choose fenmaro instead if forecasting is the reason you want an agent — its models are the best we have measured, full stop. Since both are free, the empirically honest advice is to run them side by side for a month and keep whichever brief you actually read. Category tally: fezelo 5, fenmaro 2, ties 1.