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Side-by-side financial comparison of C3.ai, Inc. (AI) and Mama's Creations, Inc. (MAMA). Click either name above to swap in a different company.
C3.ai, Inc. is the larger business by last-quarter revenue ($75.1M vs $47.3M, roughly 1.6× Mama's Creations, Inc.). Mama's Creations, Inc. runs the higher net margin — 1.1% vs -139.3%, a 140.4% gap on every dollar of revenue. On growth, Mama's Creations, Inc. posted the faster year-over-year revenue change (50.0% vs -20.3%). Mama's Creations, Inc. produced more free cash flow last quarter ($3.7M vs $-46.9M). Over the past eight quarters, Mama's Creations, Inc.'s revenue compounded faster (33.0% CAGR vs -2.1%).
C3.ai, Inc. is a leading enterprise artificial intelligence software provider that develops and delivers scalable AI applications, platform tools, and industry-specific solutions for clients across sectors including manufacturing, energy, financial services, healthcare and public sector. Its offerings help organizations optimize operations, reduce costs, mitigate risks, and realize data-driven decision making.
Mama's Creations, Inc. is a U.S.-based food manufacturing enterprise that produces a wide portfolio of refrigerated ready-to-eat and heat-and-serve food products, including Italian-style meatballs, sausages, pasta dishes, and other prepared meals. It mainly distributes its offerings to grocery retailers, mass merchandisers and foodservice partners across the United States, focusing on convenient, high-quality comfort food for daily consumer demand.
AI vs MAMA — Head-to-Head
Income Statement — Q2 FY2026 vs Q3 FY2026
| Metric | | |
|---|---|---|
| Revenue | $75.1M | $47.3M |
| Net Profit | $-104.7M | $540.0K |
| Gross Margin | 40.4% | 23.6% |
| Operating Margin | -149.2% | 1.7% |
| Net Margin | -139.3% | 1.1% |
| Revenue YoY | -20.3% | 50.0% |
| Net Profit YoY | -58.7% | 31.7% |
| EPS (diluted) | $-0.75 | $0.01 |
Green = leading value per metric. Periods may differ when fiscal calendars don't align.
8-Quarter Revenue & Profit Trend
Side-by-side quarterly history. Quarters aligned by calendar period so offset fiscal years line up.
| Q4 25 | $75.1M | $47.3M | ||
| Q3 25 | $70.3M | $35.2M | ||
| Q2 25 | $108.7M | $35.3M | ||
| Q1 25 | $98.8M | $33.6M | ||
| Q4 24 | $94.3M | $31.5M | ||
| Q3 24 | $87.2M | $28.4M | ||
| Q2 24 | $86.6M | $29.8M | ||
| Q1 24 | $78.4M | $26.7M |
| Q4 25 | $-104.7M | $540.0K | ||
| Q3 25 | $-116.8M | $1.3M | ||
| Q2 25 | $-79.7M | $1.2M | ||
| Q1 25 | $-80.2M | $1.6M | ||
| Q4 24 | $-66.0M | $410.0K | ||
| Q3 24 | $-62.8M | $1.1M | ||
| Q2 24 | $-72.9M | $553.0K | ||
| Q1 24 | $-72.6M | $1.4M |
| Q4 25 | 40.4% | 23.6% | ||
| Q3 25 | 37.6% | 24.9% | ||
| Q2 25 | 62.1% | 26.1% | ||
| Q1 25 | 59.1% | 27.0% | ||
| Q4 24 | 61.3% | 22.6% | ||
| Q3 24 | 59.8% | 24.2% | ||
| Q2 24 | 59.6% | 25.0% | ||
| Q1 24 | 57.8% | 29.3% |
| Q4 25 | -149.2% | 1.7% | ||
| Q3 25 | -177.7% | 4.8% | ||
| Q2 25 | -81.8% | 4.5% | ||
| Q1 25 | -88.7% | 5.7% | ||
| Q4 24 | -79.8% | 1.8% | ||
| Q3 24 | -83.2% | 5.7% | ||
| Q2 24 | -95.1% | 2.6% | ||
| Q1 24 | -105.3% | 7.4% |
| Q4 25 | -139.3% | 1.1% | ||
| Q3 25 | -166.2% | 3.6% | ||
| Q2 25 | -73.3% | 3.5% | ||
| Q1 25 | -81.2% | 4.8% | ||
| Q4 24 | -69.9% | 1.3% | ||
| Q3 24 | -72.0% | 4.0% | ||
| Q2 24 | -84.2% | 1.9% | ||
| Q1 24 | -92.6% | 5.3% |
| Q4 25 | $-0.75 | $0.01 | ||
| Q3 25 | $-0.86 | $0.03 | ||
| Q2 25 | $-0.60 | $0.03 | ||
| Q1 25 | $-0.62 | $0.04 | ||
| Q4 24 | $-0.52 | $0.01 | ||
| Q3 24 | $-0.50 | $0.03 | ||
| Q2 24 | $-0.59 | $0.01 | ||
| Q1 24 | $-0.60 | $0.03 |
Balance Sheet & Financial Strength
Snapshot of each company's liquidity, leverage and book value from the latest quarter.
| Metric | | |
|---|---|---|
| Cash + ST InvestmentsLiquidity on hand | $675.0M | $18.1M |
| Total DebtLower is stronger | — | — |
| Stockholders' EquityBook value | $771.9M | $49.6M |
| Total Assets | $961.3M | $84.0M |
| Debt / EquityLower = less leverage | — | — |
8-quarter trend — quarters aligned by calendar period.
| Q4 25 | $675.0M | $18.1M | ||
| Q3 25 | $711.9M | $9.4M | ||
| Q2 25 | $742.7M | $12.0M | ||
| Q1 25 | $724.3M | $7.2M | ||
| Q4 24 | $730.4M | $9.3M | ||
| Q3 24 | $762.5M | $7.4M | ||
| Q2 24 | $750.4M | $13.0M | ||
| Q1 24 | $723.3M | $11.0M |
| Q4 25 | $771.9M | $49.6M | ||
| Q3 25 | $798.8M | $29.6M | ||
| Q2 25 | $838.3M | $26.4M | ||
| Q1 25 | $860.2M | $24.9M | ||
| Q4 24 | $859.0M | $23.0M | ||
| Q3 24 | $874.9M | $22.3M | ||
| Q2 24 | $873.4M | $20.3M | ||
| Q1 24 | $898.0M | $19.6M |
| Q4 25 | $961.3M | $84.0M | ||
| Q3 25 | $968.7M | $51.2M | ||
| Q2 25 | $1.0B | $52.7M | ||
| Q1 25 | $1.1B | $47.1M | ||
| Q4 24 | $1.0B | $47.9M | ||
| Q3 24 | $1.1B | $43.0M | ||
| Q2 24 | $1.0B | $47.2M | ||
| Q1 24 | $1.1B | $45.1M |
Cash Flow & Capital Efficiency
How much cash each business actually produces after reinvestment. Cash flow is harder to manipulate than net income.
| Metric | | |
|---|---|---|
| Operating Cash FlowLast quarter | $-46.5M | $3.9M |
| Free Cash FlowOCF − Capex | $-46.9M | $3.7M |
| FCF MarginFCF / Revenue | -62.4% | 7.8% |
| Capex IntensityCapex / Revenue | 0.5% | 0.4% |
| Cash ConversionOCF / Net Profit | — | 7.16× |
| TTM Free Cash FlowTrailing 4 quarters | $-93.2M | $6.0M |
8-quarter trend — quarters aligned by calendar period.
| Q4 25 | $-46.5M | $3.9M | ||
| Q3 25 | $-33.5M | $-1.7M | ||
| Q2 25 | $11.3M | $6.0M | ||
| Q1 25 | $-22.0M | $-857.0K | ||
| Q4 24 | $-38.7M | $4.8M | ||
| Q3 24 | $8.0M | $-2.4M | ||
| Q2 24 | $21.3M | $3.6M | ||
| Q1 24 | $-39.1M | $6.7M |
| Q4 25 | $-46.9M | $3.7M | ||
| Q3 25 | $-34.3M | $-2.2M | ||
| Q2 25 | $10.3M | $5.5M | ||
| Q1 25 | $-22.4M | $-930.0K | ||
| Q4 24 | $-39.5M | $2.5M | ||
| Q3 24 | $7.1M | $-4.0M | ||
| Q2 24 | $18.8M | $2.5M | ||
| Q1 24 | $-45.1M | $6.6M |
| Q4 25 | -62.4% | 7.8% | ||
| Q3 25 | -48.8% | -6.2% | ||
| Q2 25 | 9.5% | 15.5% | ||
| Q1 25 | -22.7% | -2.8% | ||
| Q4 24 | -41.9% | 8.0% | ||
| Q3 24 | 8.2% | -14.1% | ||
| Q2 24 | 21.7% | 8.4% | ||
| Q1 24 | -57.6% | 24.8% |
| Q4 25 | 0.5% | 0.4% | ||
| Q3 25 | 1.1% | 1.5% | ||
| Q2 25 | 0.9% | 1.5% | ||
| Q1 25 | 0.4% | 0.2% | ||
| Q4 24 | 0.9% | 7.2% | ||
| Q3 24 | 1.1% | 5.6% | ||
| Q2 24 | 2.9% | 3.8% | ||
| Q1 24 | 7.8% | 0.4% |
| Q4 25 | — | 7.16× | ||
| Q3 25 | — | -1.31× | ||
| Q2 25 | — | 4.85× | ||
| Q1 25 | — | -0.54× | ||
| Q4 24 | — | 11.71× | ||
| Q3 24 | — | -2.10× | ||
| Q2 24 | — | 6.58× | ||
| Q1 24 | — | 4.79× |
Financial Flow Comparison
Revenue → gross profit → operating profit → net profit for each company.
Revenue Breakdown by Segment
AI
| License And Service | $70.2M | 93% |
| Professional Services | $4.9M | 7% |
MAMA
Segment breakdown not available.
