Firefly Neuroscience, Inc. (AIFF) vs MindForge Inc (MF)
A side-by-side comparison of Firefly Neuroscience, Inc. and MindForge Inc across valuation, profitability, dividends, and growth — built entirely from reported fundamentals, as of October 6, 2026. Differences are shown without an overall score or investment verdict.
AIFF
Firefly Neuroscience, Inc.
$1.27TechnologyDelayed quote: Oct 6, 2026, 3:38 PM EDT
MF
MindForge Inc
$11.49TechnologyDelayed quote: Oct 6, 2026, 3:39 PM EDT
Total return — AIFF vs MF
growth of $100 · dividends reinvested · last 3yAIFF -86.7% (-49.0%/yr)MF -99.1% (-79.4%/yr)AIFF compounded faster over this window
Log scale — wide-divergence pair
AIFF MF
AIFF vs MF: by the numbers
- •MF is the larger company ($21M vs $19M market cap).
- •Both run net losses; MF's is the smaller (-9.16% vs -506.23% net margin).
- •Both shrank revenue over the past five years; MF's decline was smaller (-13.58% vs -39.34% CAGR).
Metrics side by side
Valuation
| Metric | AIFF | MF |
|---|---|---|
| P/S ratio | 10.45 | N/A |
| P/B ratio | 1.28 | 0.57 |
Profitability
| Metric | AIFF | MF |
|---|---|---|
| Gross margin | 56.48% | 0.85% |
| Operating margin | -753.50% | -10.47% |
| Net margin | -506.23% | -9.16% |
| ROE | -62.11% | -14.29% |
| ROIC | -60.60% | -15.60% |
Growth (annualized)
| Metric | AIFF | MF |
|---|---|---|
| Revenue CAGR (5Y) | -39.34% | -13.58% |
| Total return CAGR (5Y) | -57.35% | N/A |
Frequently asked
- Which has grown faster, AIFF or MF?
- Neither grew: over the past five years both shrank revenue, with MF's decline the smaller — AIFF at a -39.34% CAGR versus MF at -13.58%.
Go deeper
Dig into the metrics
Figures are sourced from reported fundamentals and the latest end-of-day price. This comparison is informational only and is not investment advice. Past performance does not predict future results. See our methodology. Compiled by TGMCharts Research · data verified October 6, 2026.