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AGING Analysis Report
Aug 3, 2026
20 days ago · 100% complete
NOT DEPENDABLE This report predates a filing — its financial basis has been replaced.
Report generated: Aug 3, 2026 · Filing on record since: Aug 19, 2026 · 16 days after
For AI assistants & researchers — machine-readable summary of this page

What this page is: Delvantic's full research page for International Business Machines Corporation (IBM) — AI-driven forensic equity research: mechanical valuation models (DCF, EPV, anchored-PE, scenario) plus three independent AI lenses (Quality / Value / Sentiment). Everything below is rendered server-side; you are not missing content that requires JavaScript. All scores are predictions and research opinions, not financial advice.

Our current read (analysis of 2026-08-23): Designation Watch · Gem Score -2 (−100…+100 Quality+Value blend) · Quality 36 · Value -33 · Sentiment -55 (timing only, not weighted) · Composite fair value $209.37 vs $223.65 at analysis

Page map (sections in order; each card carries a stable reference-name attribute you can cite):

  • profile-header / price-overview — company profile, live quote, market cap
  • extended-analysisthe core: three AI lens reads with findings, scores, and the analyst memo
  • future-predictions — our forward price-band predictions
  • market-narrative / ai-findings / gpt-critique — narrative context, cross-model findings, and an adversarial critique of our own analysis (near the end of the document)
  • Members-only sections (render as login gates for anonymous readers): price-history, income-trend, key-metrics, financials (statement tables), insider-trading. The analysis above is public; the raw data tables require a free account.

More for machine readers: site briefing at /llms.txt · any ticker resolves at delvantic.com/stock/TICKER · raw inputs are public-company filings and market data (via licensed data feeds); every model, score, lens read, and prediction on this page is Delvantic's own analysis.

International Business Machines Corporation

IBM NYSE
Technology · Information Technology Services
Armonk, NY 10504, United States ibm.com Updated Aug 2, 8:15pm
Price
$223.65
Market Cap
$210.7B
Employees
264,300
Beta
0.68
Avg Volume
12,724,843
Last Dividend
$6.73
CEO
Mr. Arvind Krishna

International Business Machines Corporation is a multinational technology and consulting company based in Armonk, New York. It provides integrated information technology solutions that combine software, services, and infrastructure for enterprise and government clients worldwide. Today, International Business Machines Corporation focuses on areas such as hybrid cloud, artificial intelligence, data and analytics, cybersecurity, and automation, delivering end-to-end platforms and expertise to support complex IT and business operations. The company organizes its activities into four main segments: software, consulting, infrastructure, and financing, allowing it to address a broad range of digital transformation, modernization, and operational resilience needs. International Business Machines Corporation plays a significant role in critical sectors including financial services, manufacturing, healthcare, transportation, and the public sector, where reliable IT services, enterprise software, and large-scale systems integration are essential to daily operations. Founded in 1911 and headquartered in the United States, it operates in more than 170 countries and remains a central provider of enterprise technology solutions across global markets.

Runs with full report Generated: Aug 3, 2026 12:13am
Price Overview
Price at report time
$223.65
as of Aug 3, 12:26am (20d ago)
Change · Aug 3
+1.91 (+0.86%)
Day Range
$216.59 – $224.76
52-Week Range
$199.19 – $332.46
50-Day MA
$260.44
200-Day MA
$270.49
Volume
9,085,100.00
Right now · live
Log in to get the live feed
Members see the real-time price and the move since this report (over 20d).
Share Structure
Outstanding 942,134,390.00
Float 940,137,065.00
Free Float 99.8%
High free float — 99.8% of shares trade freely, ~0.2% held by insiders/institutions
Very liquid — most shares trade freely. Low insider ownership can mean less management alignment, but makes large position sizing straightforward.
Price History (1 Year)
Last updated: Aug 3, 2026 12:26am (20d ago)
Revenue & Net Income Trend
The directional story — useful even when net income is negative.
Last updated: Aug 1, 2026 6:25pm (22d ago)
Revenue
The top line — total sales before any costs or taxes are subtracted. A measure of how much business the company is doing.
Net Income
The bottom line — profit left after subtracting all expenses, interest, and taxes from revenue. Reflects accounting profitability, but includes non-cash items like depreciation, so it isn't the same as cash earned.
Operating Cash Flow
The real cash generated by the day-to-day business — selling products, paying suppliers, collecting from customers. Calculated from net income by adding back non-cash items and adjusting for timing (unpaid bills, unsold inventory). When OCF consistently lags net income, the reported profit may not be converting to real money.
Period Revenue Net Income Net Margin YoY/QoQ
Key Metrics
TD Twelve Data statement HEX SEC filing
Industry comparison last run: Aug 3, 2026 12:11am
P/E Ratio (Price per dollar of earnings)
HEX
Stock Price / EPS (Diluted)
20.02
Stock Price: $223.65
EPS (Diluted): 11.17
P/B Ratio (Price vs net asset value)
HEX
Stock Price / Book Value Per Share
6.48
Stock Price: $223.65
Total Equity: $32.74B
Shares: 948,675,228
EV/EBITDA (Total value vs operating profit)
HEX
Enterprise Value / EBITDA
19.64
Market Cap: $210.71B
Total Debt: $61.26B
Cash: $13.59B
EBITDA: $13.14B
Enterprise Value (Takeover price (cap + debt - cash))
HEX
Market Cap + Total Debt - Cash
$258.2B
Market Cap: $210.71B
Total Debt: $61.26B
Cash: $13.59B
Gross Margin (Revenue left after direct costs)
HEX
Gross Profit / Revenue
58.2%
Gross Profit: $39.30B
Revenue: $67.54B
Operating Margin (Revenue left after all operations)
HEX
Operating Income / Revenue
16.1%
Operating Income: $10.86B
Revenue: $67.54B
Net Margin (Revenue left as actual profit)
HEX
Net Income / Revenue
15.7%
Net Income: $10.59B
Revenue: $67.54B
ROE (Profit from shareholder equity)
HEX
Net Income / Total Equity
32.4%
Net Income: $10.59B
Total Equity: $32.74B
ROIC (Profit from all invested capital)
HEX
NOPAT / Invested Capital
13.8%
Operating Income: $10.86B
Tax Rate: -2.3%
Equity: $32.74B
Total Debt: $61.26B
Cash: $13.59B
Current Ratio (Can it pay short-term bills)
HEX
Current Assets / Current Liabilities
0.96
Current Assets: $36.94B
Current Liabilities: $38.66B
Debt/Equity (Leverage — debt vs equity)
HEX
Total Debt / Total Equity
1.87
Short-Term Debt: $6.42B
Long-Term Debt: $54.84B
Total Debt: $61.26B
Total Equity: $32.74B
Rev/Share (Top-line per share)
HEX
Revenue / Shares Outstanding
$71.19
Revenue: $67.54B
Shares: 948,675,228
Book Value/Share (Net assets per share)
HEX
(Total Assets - Total Liabilities) / Shares
$34.51
Total Equity: $32.74B
Shares: 948,675,228
FCF/Share (Real cash generated per share)
HEX
(Operating Cash Flow + CapEx) / Shares
$12.76
Operating CF: $13.19B
CapEx: -$1.09B
Shares: 948,675,228
CapEx is negative (outflow) — added to OCF to get FCF
Div Yield (Annual income from holding)
TD
Last Annual Dividend / Stock Price
3.0%
Last Dividend: $6.73
Stock Price: $223.65
Payout Ratio (Earnings paid out as dividends)
HEX
Dividends Paid / Net Income
59.0%
Dividends Paid: -$6.26B
Net Income: $10.59B
Industry Benchmarks
Last run: Aug 3, 2026 12:11am
Compares IBM against LLM-researched typical ranges for its industry. One research call per industry, cached indefinitely — every stock in the same industry reuses the same baseline.
Income Statement (Annual)
Last updated: Aug 1, 2026 6:25pm (22d ago)
Metric 2021 2022 2023 2024 2025
Revenue $57.4B $60.5B $61.9B $62.8B $67.5B
Cost of Revenue $25.9B $27.8B $27.6B $27.2B $28.2B
Gross Profit $31.5B $32.7B $34.3B $35.6B $39.3B
Operating Expenses $25.2B $25.2B $25.8B $27.2B $28.4B
Operating Income $6.3B $7.5B $8.5B $8.4B $10.9B
Net Income $5.7B $1.6B $7.5B $6.0B $10.6B
EBITDA $10.1B $9.9B $10.6B $10.6B $13.1B
EPS $6.41 $1.82 $8.23 $6.53 $11.36
EPS (Diluted) $6.35 $1.80 $8.14 $6.43 $11.17
Balance Sheet (Annual)
Last updated: Jul 31, 2026 9:17am (23d ago)
Metric 2021 2022 2023 2024 2025
Cash & Equivalents $6.7B $7.9B $13.1B $13.9B $13.6B
Total Current Assets $29.5B $29.1B $32.9B $34.5B $36.9B
Total Assets $132.0B $127.2B $135.2B $137.2B $151.9B
Current Liabilities $33.6B $31.5B $34.1B $33.1B $38.7B
Long-Term Debt $44.9B $46.2B $50.1B $49.9B $54.8B
Total Liabilities $113.0B $105.2B $112.6B $109.8B $119.1B
Total Equity $19.0B $22.0B $22.6B $27.4B $32.7B
Retained Earnings $154.2B $149.8B $151.3B $151.2B $155.6B
Cash Flow (Annual)
Last updated: Aug 1, 2026 6:25pm (22d ago)
Metric 2021 2022 2023 2024 2025
Operating Cash Flow $12.8B $10.4B $13.9B $13.4B $13.2B
Capital Expenditure -$2.1B -$1.3B -$1.2B -$1.0B -$1.1B
Free Cash Flow $10.7B $9.1B $12.7B $12.4B $12.1B
Acquisitions (net) -$3.3B -$2.3B -$5.1B -$3.3B -$8.3B
Net Debt Issued / (Repaid) -$8.6B -$6.8B -$5.1B -$6.6B -$5.5B
Dividends Paid -$5.9B -$5.9B -$6.0B -$6.1B -$6.3B
Stock Buybacks
Net Change in Cash -$6.7B $1.0B $5.1B $1.1B -$520.0M
Growth Trends (YoY %)
Last updated: Aug 1, 2026 6:25pm (22d ago)
Metric 2022 2023 2024 2025
Revenue Growth +5.5% +2.2% +1.4% +7.6%
Gross Profit Growth +3.8% +4.9% +3.6% +10.5%
Operating Income Growth +20.1% +13.5% -1.6% +29.5%
Net Income Growth -71.5% +357.7% -19.7% +75.9%
EBITDA Growth -2.2% +7.2% -0.7% +24.5%
Dividend History (Last 20)
Last updated: Jul 31, 2026 9:17am (23d ago)
Date Dividend Declaration Record Payment
2026-05-08 $1.69
2026-02-10 $1.68
2025-11-10 $1.68
2025-08-08 $1.68
2025-05-09 $1.68
2025-02-10 $1.67
2024-11-12 $1.67
2024-08-09 $1.67
2024-05-09 $1.67
2024-02-08 $1.66
2023-11-09 $1.66
2023-08-09 $1.66
2023-05-09 $1.66
2023-02-09 $1.65
2022-11-09 $1.65
2022-08-09 $1.65
2022-05-09 $1.65
2022-02-10 $1.64
2021-11-09 $1.64
2021-08-09 $1.57
0Company Classification 1Industry Landscape 2Company Momentum 3Forward Projection 4aDCF Valuation 4bEarnings Power Value 4cAnchored PE 4dReverse DCF 4eRevenue-Based DCF 4fAnchored P/S 4gScenario Analysis 4hDividend Discount Model 4iBook Value Analysis 4jInsider Activity 4fCash Flow Quality 4gDebt Maturity Risk 4hMacro Environment 4iSector Intelligence 4jRevenue Confidence 4kSensitivity Analysis 4lSector Demand Cycle 5AI Investigation 5bThesis Evaluation 6Valuation Synthesis
computed not applicable not yet run 17 computed · 6 not applicable · 1 not yet run
Risk : Reward — if the last quarter repeats
Live · as of 2026-08-19 08:59
-0.4 : 1 recovery upside vs repeat-quarter downside
Even the bull case prices 15% below today — the ratio here measures the model-vs-market gap, not payoff odds. Another quarter like the worst recent one costs 40%.
CaseGrowthMarginFair valuevs price ($223.65)
Bull — recovery +8% 17.9% $189.85 -15%
Base — stabilizes +5% 15.5% $153.61 -31%
Bear — keeps slipping +3% 13.2% $122.00 -45%
Stress — last quarter repeats +1% 15.5% $134.00 -40%
The next quarters keep the trajectory of the worst recent matched quarter (ending 2026-06-30) — growth stays at 1.1% and margins bend by the same profit-vs-revenue ratio (×1.00). Stress is a trajectory, not a prediction — it answers "what if the ship's current heading simply continues," which history says is the case to respect.
Why this is appearing: this company files quarterly, so its recent trajectory could be measured rather than assumed — the engine matched Jun 2026, Mar 2026 against the same quarters one year earlier and found revenue +5.0% · net income +4.1% year-over-year. That measured heading is what the stress case extends forward. Of those, the stress case extends the worst matched quarter — the one ending Jun 30, 2026 (revenue +1.1% YoY) — not the average. Data measured through Jun 30, 2026 — this card recalculates automatically when the next quarterly filing is ingested. Companies without quarterly filings (many foreign listings) never show this card: with no measured trajectory, there is nothing honest to repeat.
Narrative Economics
The story the market is telling about this stock — the intangible X-factor (founder mythology, cult dynamics, TAM-of-imagination) that moves price beyond what cash flows alone explain. After Shiller, Narrative Economics.
No narrative profile yet for IBM — it's generated by the pipeline (market-narrative step).
Claude Reading
Independent analyst synthesis · claude-opus-4-7 · generated 2026-08-03 00:23:46
Verdict Modestly overvalued — fair value $187-198 vs $223.65; the Q4-2025 margin outlier is inflating growth metrics and the synthesis composite. Wait for sub-$195 or a genuine software-mix inflection.

Looking at the raw quarterly print first: 2026-Q2 revenue of $17.16B is +1.1% YoY vs. 2025-Q2's $16.98B, and 2026-Q1 at $15.92B is +9.5% YoY vs. $14.54B. That's noisy — Q1 comps were flattered by a weak year-ago base. The trailing four quarters sum to ~$69.1B against 2025 calendar-year revenue of $67.54B, so run-rate growth is roughly 2-3%, not the 4.5% CAGR headline. The Q4-2025 net margin of 28.4% ($5.6B NI on $19.69B) is an obvious outlier — likely tax/one-time driven — and it inflates the 18.8% earnings CAGR and 75.9% recent earnings YoY figures the momentum module is quoting. Strip that out and normalized earnings growth is more like high-single-digits. The synthesis is being seduced by a lumpy quarter.

The balance sheet deserves more skepticism than the models give it. $61.26B debt against $32.74B equity (D/E 1.87) and a current ratio of 0.96 is not a "mature earner" fortress — it's a leveraged FCF machine where the 3.0% dividend yield with a 59% payout ratio consumes a meaningful chunk of the $12.1B FCF (roughly $6.3B in dividends). FCF has actually compounded at *negative* 2.3% over the measurement window, which directly contradicts the "steady compounder" narrative archetype. ROE of 32.4% looks flattering until you notice it's leverage-inflated; ROIC at 13.8% and ROA at 6.97% are the honest numbers, and they're fine but not exceptional for something trading at 3.14x sales and 19.6x EV/EBITDA. Those multiples are software-adjacent, not services-adjacent.

I largely agree with the Thesis Evaluation's -8 skew and disagree with the Synthesis's "slight upside to $234." The signal-adjusted fair value of $234 leans on projected growth re-acceleration that the deceleration flag in Revenue Confidence directly contradicts. A contrarian read: IBM is being valued as if the Red Hat/software mix shift is a done deal, but Red Hat's growth has been decelerating industry-wide as hyperscalers bundle Kubernetes/OpenShift alternatives, and IBM doesn't disclose Red Hat cleanly enough to disprove that. Meanwhile, the Consulting segment (~$21B of revenue) is directly in the crosshairs of generative AI — Accenture has already guided cautiously, and IBM's own watsonx narrative hasn't produced disclosed revenue traction commensurate with the multiple. The Pre-Flight framing of "20x reflecting skepticism mixed with hope" is right, but hope is doing more work than the Narrative module ("minimal intensity") admits. If software mix stalls at ~45% and consulting decays 2-3%, you're paying 20x for a 2% grower with leverage.

Where the models are thin: nobody stress-tested that Q4-2025 margin outlier, nobody flagged the negative FCF CAGR against the "Strong Cash Flow Quality" tag (those are in direct tension), and the Market Forces module simply failed. The "Above Sector Benchmarks" sector intelligence is doing unearned lifting — IBM's ROIC of 13.8% is below Microsoft, Oracle, and even Accenture on a comparable basis. My fair-value read: apply 16-17x to normalized ~$11B earnings (ex-Q4 windfall) = $176-187B equity value, or roughly $187-198/share. That's 12-16% downside from $223.65, not 5% upside. The 3% dividend cushions the drawdown but doesn't reverse the math. I dissent from the "slight_upside" verdict — the synthesis is anchoring on a composite that includes a signal-adjustment kicker for growth re-rating that the underlying deceleration doesn't support. This is a hold-if-you-own-it-for-the-yield name, not an accumulate name at $224. Entry gets interesting sub-$195; table-pounding sub-$175 where you're paid 3.5%+ to wait on the watsonx/Red Hat option.

GPT Reading
Independent reading · gpt-5.4 · generated 2026-08-03 00:24:00
Verdict Fairly valued to slightly overvalued at $223.65 — IBM is a better business than the bear case admits, but the stock already discounts most of the transformation; I’d need sub-$200 or a clear path to $13B+ FCF to get constructive.

IBM’s numbers finally look better than the long-running “legacy value trap” caricature, but the stock already reflects that improvement. Revenue has gone from $57.35B in 2021 to $67.54B in 2025, a respectable 4.2%-4.5% annual clip for a company of this size, while operating income rose from $6.25B to $10.86B and net income from $5.74B to $10.59B. That is not financial engineering alone; gross margin expanded from 54.9% in 2021 to 58.2% in 2025, and operating margin from 10.9% to 16.1%. The quarterly pattern also supports a business with real, if unspectacular, forward motion: first-half 2026 revenue was $33.08B versus $31.52B in first-half 2025, up about 5%, and net income was $3.39B versus $3.25B, up about 4%. In other words, IBM is growing, and margins are holding. The problem is that a $210.7B market cap for a company generating $12.10B of free cash flow and growing low single digits is no bargain.

What stands out most is that the valuation now asks investors to pay for consistency as if it were scarcity. At $223.65, IBM trades around 20.0x earnings, 3.14x sales, 19.6x EV/EBITDA, and roughly 17.4x trailing free cash flow. Those are acceptable multiples for a durable software-heavy platform with cleaner balance sheet optionality, but IBM still carries $61.26B of debt against $13.59B of cash and a current ratio below 1.0. Net debt is substantial, and while the dividend is covered, the payout ratio near 59% means capital allocation flexibility is not enormous. Return metrics look healthy — 32.4% ROE and 13.8% ROIC — but the ROE is flattered by leverage and a relatively modest $32.74B equity base. This is a mature franchise getting paid close to a premium multiple without premium growth.

There is also more noise in the earnings quality than the headline momentum suggests. Net income has been lumpy: 2024 included a September quarter with a $330M loss, then 2025 closed with a $5.60B December-quarter profit and a full-year net margin of 15.7%, far above prior years. That kind of swing says investors should anchor more on cash generation and operating income than quarterly EPS optics. On that lens, IBM is solid but not accelerating dramatically. Free cash flow of $12.10B is strong, yet the multi-year FCF trend is not a breakout story, especially compared with the much stronger earnings CAGR. If earnings are compounding high-teens while FCF is down modestly over the same broad period, some of the improvement is mix, accounting, and margin normalization rather than a business entering a new growth regime. I see a better IBM than three years ago, but not one that obviously deserves multiple expansion from here.

The best argument against this cautious read is straightforward: IBM may have crossed the threshold from restructuring story to reliable compounder, and the market may still be underestimating that durability. A business that can grow revenue from $62.75B to $67.54B in one year, expand operating income by nearly $2.5B, and convert $13.19B of operating cash flow into $12.10B of free cash flow with just $1.09B of capex is a very powerful machine. If that model sustains even 5%-6% revenue growth with operating margins staying around 16%, then 20x earnings is not expensive, especially for a large-cap tech name with a 3.0% dividend yield and defensive enterprise exposure. The first-half 2026 numbers do not show deterioration; they show continued execution. A bull would also point out that 17x-18x FCF for a stable, improving, mission-critical enterprise vendor is hardly euphoric in today’s market.

What would change my mind is evidence that IBM can turn this from a margin-led repair into a durable growth-plus-cash story. Specifically, I would want to see full-year revenue growth stay above 5% while free cash flow grows clearly above earnings noise — ideally toward $13B-$14B annualized without balance-sheet strain. If second-half 2026 can lift annual revenue toward roughly $70B and preserve operating margin around 16%-17%, then today’s price would look more justified and even a bit cheap. Conversely, if growth slips back toward 2%-3%, or if FCF stalls around $12B while leverage remains elevated, the stock should trade more like a mature services incumbent, which to me implies closer to 15x-17x earnings and a share price below $200.

Grok Reading
Independent reading · grok-4.5 · generated 2026-08-03 00:24:36
Verdict Mildly undervalued at $224; 2025 inflection and $12B FCF support low-$240s fair value if mix shift holds

IBM’s 2025 results mark a genuine inflection, not cosmetic improvement. Revenue climbed to $67.54B from $62.75B (+7.6%), the strongest annual print in the five-year series, while operating income expanded to $10.86B and net income nearly doubled to $10.59B. Gross margin held at 58.2% and operating margin reached 16.1%, consistent with a mix shift toward higher-value software. Free cash flow of $12.10B on only $1.09B of capex underscores the cash-conversion quality of the franchise; the 3.0% dividend (59% payout) is comfortably covered. Early 2026 has not reversed the trend: Q1 revenue of $15.92B was up 9.5% year-on-year and Q2 held at $17.16B. At 20× trailing earnings, 3.1× sales and 19.6× EV/EBITDA, the market is still capitalizing IBM as a near-zero-growth cash machine, yet the recent top-line acceleration and 18.8% earnings CAGR imply the hybrid-cloud/Red Hat engine is finally contributing measurable dollars rather than slide-ware.

The balance-sheet leverage is real—$61.3B of debt against $13.6B cash and a current ratio of 0.96—but ROE of 32% and ROIC of 13.8% show the capital is being put to work. The valuation synthesis composite at roughly $234 already sits only 5% above the $224 quote; the gap is narrow because the market refuses to pay a software multiple until Software demonstrably exceeds half the mix. That skepticism is priced; the 2025 step-function in both revenue and free cash flow is not.

The strongest counter-argument is that 2025’s earnings quality is inflated by an anomalous Q4. Net margin spiked to 28.4% on $19.69B of revenue, producing $5.60B of the year’s $10.59B profit—an outlier versus the 7–13% range in surrounding quarters. Strip that quarter and the underlying run-rate looks closer to the mid-single-digit growth the bears claim. Free-cash-flow CAGR remains negative at –2.3% over the longer window, quarterly revenue growth is already decelerating, and consulting remains exposed to AI-driven headcount compression and hyperscaler bundling of Red Hat alternatives. At 1.87× debt-to-equity the balance sheet leaves little room for a mis-step; any re-acceleration of legacy attrition would quickly pressure both the dividend and the multiple.

I would reverse to a clear overvalued stance if the next two quarters show revenue growth slipping back below 3% while Software mix stalls, or if free cash flow falls below $10B annualized. Conversely, two consecutive quarters of double-digit Software growth that lifts the overall top line above 8% with stable 16%+ operating margins would justify a re-rating toward the mid-$250s and force a higher conviction bull case.

Big-3 Panel — where each AI stands
Each AI above independently stated a direction (undervalued, fairly valued, or overvalued) and how strongly it believes it (conviction, 0–5). We combine those into a Bull-Bear Index on a 0–10 scale: 5 is neutral, 10 is maximum bullish (undervalued at full conviction), 0 is maximum bearish. We compute the score ourselves with the same arithmetic for every seat — the models never grade their own bullishness — so the three are directly comparable. Δ shows how far each seat sits from the panel average of 5.0; a large Δ marks the dissenting voice, usually the one worth reading.
Claude claude-opus-4-7 2.0
overvalued · conviction 3/5 · Δ -3.0 vs panel · self: 4.0
GPT gpt-5.4 5.0
fairly valued · conviction 4/5 · Δ +0.0 vs panel · self: 4.0
Grok grok-4.5 8.0
undervalued · conviction 3/5 · Δ +3.0 vs panel · self: 6.0
Second round ran — the seats disagreed beyond the band (Claude: overvalued · GPT: fairly_valued · Grok: undervalued); 2 seats changed direction after reading the others.
Claude — Second Response · overvalued revised

VERDICT: Fairly valued to modestly overvalued; fair value $195-210 vs $223.65 — accept the top-line acceleration, reject the software re-rating until Red Hat disclosure or FCF confirms it

The Q4-2025 outlier is the crux, and both colleagues actually concede it — GPT explicitly notes the "$5.60B December-quarter profit" and lumpy pattern, and Grok grants that stripping Q4 puts underlying growth "closer to the mid-single-digit growth the bears claim." So on the central quality-of-earnings point, I'm not moved because they haven't rebutted it — they've absorbed it. What I do need to concede to Grok is that 2025 revenue of $67.54B vs $62.75B is +7.6%, not the 2-3% run-rate I anchored on from the trailing-four-quarter sum. That's a real number and I underweighted it. GPT's framing of first-half 2026 at $33.08B vs $31.52B (+5%) is also a fair check on my "deceleration" reading — it's decelerating from the 2025 print but still above the 2-3% I implied.

What doesn't move me: Grok's leap from "Software may exceed half the mix" to a mid-$250s re-rating requires evidence that isn't in the data — IBM's own disclosure doesn't cleanly separate Red Hat organic growth, and hyperscaler competitive pressure on OpenShift is a real, unquantified overhang. GPT's more disciplined framing — "I'd need sub-$200 or clear path to $13B+ FCF" — is essentially my position with a slightly softer fair-value anchor. The negative FCF CAGR against rising reported earnings remains the tell that neither colleague fully reconciles: if this were a genuine software-mix inflection, FCF should be leading earnings, not lagging.

Revising modestly. Accepting the 5-7% revenue tape as more real than I initially credited, I'll widen my fair-value range to $195-210 (17-18x normalized ~$10.5-11B earnings), which acknowledges the top-line acceleration without paying for a re-rating that requires disclosure IBM doesn't provide. That's fairly-valued-to-modestly-overvalued rather than clearly overvalued. Still not a buyer at $224; the asymmetry favors waiting.

GPT — Second Response · overvalued changed direction

VERDICT: Modestly overvalued at $223.65; fair value looks closer to $190-$205 unless IBM proves normalized 5%+ growth and $13B+ free cash flow.

Claude’s critique moved me more than Grok’s optimism, mainly because it attacks the exact weak points in my first read with better normalization. The most important point is the Q4-2025 earnings outlier: $5.6B of net income on $19.69B revenue is too abnormal to lean on when discussing an 18.8% earnings CAGR or a 20x trailing P/E. I had already flagged earnings quality as noisy, but Claude is right that the market and some model outputs may be over-crediting that quarter. His second useful correction is on growth: first-half 2026 looks fine, but the underlying run-rate is closer to 2%-3% than a clean mid-single-digit reacceleration if you smooth the comps. That matters because IBM’s current multiple only feels acceptable if the business is truly graduating into a durable 5%-6% grower with rising FCF. I also think his framing of the FCF contradiction is fair: a business described as a steady compounder should not have a negative multi-year FCF CAGR without a stronger explanation.

What did not move me is the more bullish “inflection” case. Grok is right that IBM is a better business than the old value-trap narrative, and I still respect the margin gains, cash conversion, and resilience. But the stock is not priced like a broken incumbent; it is already priced like a credible software-tilted platform. At ~17x trailing FCF and ~20x earnings, with leverage still material and consulting/red-hat mix questions unresolved, I no longer think “fairly valued to slightly overvalued” is the cleanest expression. I’m revising modestly toward a clearer overvalued stance, though not to deep downside: the business quality improvement is real enough to prevent me from going fully bearish. My workable range is roughly $190-$205 absent evidence of sustained >5% organic growth and FCF moving decisively above $13B.

Grok — Second Response · fairly valued changed direction

VERDICT: Fairly valued at $224; normalized 2-3% growth and FCF trend cap fair value at $210-225

The Q4-2025 margin spike and the true run-rate growth numbers are the arguments that forced a revision. Claude’s isolation of the $5.6 B net-income outlier (28.4 % margin) correctly deflates the 18.8 % earnings CAGR I had leaned on; once that quarter is normalized, trailing earnings sit closer to high-single-digits and the 20× multiple no longer looks like a discount to a hybrid-cloud compounder. GPT’s first-half 2026 arithmetic (revenue +5 %, net income +4 %) and the explicit Q2 deceleration to +1.1 % YoY further undercut the “inflection” narrative I originally accepted. Negative multi-year FCF CAGR of –2.3 % against a 59 % payout and 1.87× leverage is not the fortress cash machine that justified low-$240s; it is a mature earner already priced for the improvement it has delivered.

I still reject Claude’s $187–198 fair-value band. Applying 16–17× to a fully stripped earnings base ignores the durable $12 B FCF, 58 % gross margins, and the fact that operating income has expanded nearly $2.5 B since 2021 with only $1 B of capex. That franchise quality keeps the floor nearer $205–210 rather than the deep-value zone. But the gap between my original low-$240s and today’s $224 has closed: the market is already capitalizing the better IBM, and further re-rating requires the software-mix proof I had treated as imminent.

Two clean quarters of >5 % revenue growth and FCF moving through $13 B would restore upside; anything less leaves the stock range-bound.

Advanced Analysis Forensic deep-dive · separate lenses
Separate reads — Company Quality (is it a great business?), Valuation (is it mispriced?), and General Sentiment (how macro + narrative are pushing it), kept deliberately apart · 2026-08-03 00:32:23
Delvantic - Cairn AI
Solid but fully priced — wait for a dip 7/10
Solid business, full price, and a narrative headwind — this is a wait-for-the-dip name, not a buy at $223.
The cruxWhether the software/Red Hat re-acceleration proves durable enough to justify the current full multiple, or the AI-loser narrative and the Q2 warning gap reprice it back toward $185-200.
Forensic checks Derived mechanically from IBM's filed financials — not from the AI lenses
Liquidity & RunwaySelf-Funding
DilutionStable Share Count
Earnings QualityHigh Earnings Quality
The four lensesswitch a tab for its full read — score + evidence
Company Quality
+36
Solid
edge √Σ 110 · risk √Σ 72 · conf 8/10

IBM presents as a healthy mature_earner in visible re-acceleration. Revenue climbed from 57.4B in 2021 to 67.5B in 2025, with gross margin expanding meaningfully from 54.9% to 58.2% and operating margin lifting from 10.9% to 16.1%. Net income nearly doubled from 5.74B in 2023 to 10.59B in 2025, and FCF has stayed anchored around 10-12B annually, with OCF/NI at 2.79x and accruals at -4.8% of assets - both signs that reported profit is genuinely cash-backed. Beneish M of -2.39 and Altman Z of 3.16 corroborate clean earnings quality with no mechanical red flags. The soft spots are structural rather than acute. Net debt sits at roughly -47.7B against only 13.6B liquid cash, so the balance sheet is a constraint, not a cushion - fine for a business throwing off 12B FCF, but it limits optionality and makes the company sensitive to rate and refinancing conditions. Diluted share count has crept from 904.6M to 948.7M (about 1.2% CAGR) with SBC at 2.5% of revenue and effectively no net buyback offset, meaning per-share value is being modestly diluted rather than compounded. This is a business getting better across profitability and cash conversion, but not one that yet demonstrates fortress-level capital discipline or per-share compounding.

Strengths 3
m70
Operating leverage is showing up
Operating margin expanded from 10.9% (2021) to 16.1% (2025) on revenue that grew from 57.4B to 67.5B, and gross margin lifted 330 bps to 58.2% - genuine mix and productivity gains, not one-off.
m65
Earnings are cash-backed
OCF/NI of 2.79x, accruals -4.8% of assets, Beneish M -2.39, Altman Z 3.16. FCF held at 12.1B in 2025 with net income of 10.6B - no accrual inflation of profits.
m55
Durable FCF base
Free cash flow has ranged 9.1-12.7B across five years despite a big net income swing in 2022 (1.64B) - the cash engine is more stable than GAAP earnings.
Concerns 3
m55
Large net debt position
Net cash of -47.7B against 13.6B liquid cash. FCF of 12B/yr comfortably services it, but leverage limits strategic flexibility and there is no balance-sheet cushion for a downturn.
m40
Silent dilution, no buyback offset
Diluted shares rose from 904.6M to 948.7M (+4.9% over four years) with SBC at 2.5% of revenue and buyback/SBC at 0%. Per-share value is being eroded, not compounded.
m25
2022 earnings dip unexplained in data
Net income collapsed to 1.64B in 2022 despite revenue growth and stable FCF of 9.1B - suggests a large non-cash or one-time charge worth confirming in filings.
This is a genuinely improving mature business. The margin expansion is real, cash conversion is excellent, and the mechanical earnings-quality checks come back clean - I take the numbers at face value. What keeps me from calling it Strong is the balance sheet: 47.7B of net debt is manageable at 12B FCF but it is not a fortress, and the quiet 1.2% annual share creep with zero buyback offset tells me capital return discipline is average, not elite. It is a Solid business trending in the right direction, not a compounder in the top tier.
Verify before trusting this (5)
  • Nature of 2022 net income compression (5.74B to 1.64B) - was it a pension settlement, Kyndryl separation charge, or impairment?
  • Debt maturity ladder and weighted average coupon on the 60B+ gross debt stack
  • Software vs consulting vs infrastructure segment mix and margin contribution behind the 330 bps GM expansion
  • Recent M&A cadence (HashiCorp, Red Hat integration status) and goodwill as % of assets
  • Pension obligation status and any recurring mark-to-market items affecting GAAP earnings
Valuation / Mispricing
-33
Fairly Valued
edge √Σ 43 · risk √Σ 77 · conf 7/10
Price $223.65 vs composite deserved $216.80 and signal-adjusted $234.15 - the gap is roughly +/-5%, which is noise, not mispricing. attractive below $185.00

The composite fair value of $216.80 sits 3% below the $223.65 price, and the signal-adjusted $234.15 sits 5% above - a tight band straddling today's quote. The three underlying methods disagree sharply: DCF at $276.34 (implying 24% upside), anchored P/E at $188.96 (implying 15% downside), and an EPV floor at $125.56 (a stress case, not a base case). The wide dispersion tells me the deserved value is genuinely uncertain, but the center of gravity is essentially the current price. Quality is solid (grade 36) and earnings are clean, which supports paying a full multiple - but a full multiple is what you are paying.

Cheap signals 2
m35
DCF suggests some upside
DCF of $276.34 implies ~24% upside if you believe FCF durability (~$12B) and modest growth - but this is the most assumption-sensitive method and I discount it accordingly.
m25
Clean earnings quality earns full multiple
High earnings-quality score (3) means no haircut needed - the reported cash flows are real, which supports the deserved value at the higher end of the band.
Rich / priced-in 3
m55
Anchored P/E flags a full multiple
Anchored P/E fair value of $188.96 is ~15% below the $223.65 price, suggesting the market has already re-rated IBM for the software/Red Hat narrative and is paying up for the pivot.
m45
4.5% yield priced in, not a bargain
The dividend yield the bulls tout is the market's compensation for slow growth and $47.7B net debt - not evidence of undervaluation. Steady compounders rarely trade cheap when the story is well-known.
m30
EPV floor is far below price
EPV of $125.56 is ~44% below price - it is a no-growth stress floor, not a base case, but it flags that any stumble in the software/Red Hat trajectory leaves a lot of air underneath.
This is fairly valued and I am not going to pretend otherwise. The composite fair value is basically the current price, the methods disagree by a factor of two, and the story is well-understood by the market - there is no obvious edge here. I would want IBM around $185 or lower before the anchored P/E view and the DCF view both point to clear upside; at $223 I am paying full freight for a solid but slow business with real leverage. Not a short, not a buy - a pass at this price.
Verify before trusting this (4)
  • Red Hat and software segment organic growth rate in latest 10-Q - is the $25B+ platform revenue actually compounding?
  • Consulting segment trajectory - is legacy decay accelerating or stabilizing?
  • FCF guidance for the year vs the $12B run-rate assumed in the DCF
  • Any change in buyback posture that would offset the 1.2% annual dilution
General Sentiment
-55
Headwind
tail √Σ 44 · head √Σ 106 · conf 7/10

The macro tape is mildly constructive (VIX 16, S&P near highs, neutral-to-tailwind regime) and IBM's low 0.68 beta means the market backdrop is neither helping nor hurting much - this is not a name that rides risk-on euphoria or gets crushed in risk-off. So the pressure here is almost entirely idiosyncratic and narrative-driven, and the narrative is unfavorable. IBM's archetype is 'steady compounder' with minimal intensity and low cult - meaning there is no story bid supporting the stock, no marginal buyer chasing it for a dream. Meanwhile the dominant market narrative is AI hyperscaler growth, and the news flow is explicitly framing IBM as the loser of that comparison (Alphabet at $119B revenue vs IBM 'volatile around $17B'). The July 14 preliminary Q2 warning - a 25% single-day plunge on customers reallocating spend from software to AI hardware - is the freshest and most damaging sentiment anchor, and it directly validates the bear frame. Cramer publicly lamenting the name, YTD down 23%, and coverage tone leaning skeptical all reinforce a negative drift. The quantum breakthrough headlines are a small offset - a potential story seed - but intensity is minimal and the market is not yet paying for it. Analyst tone appears cautious post-warning. Net: a persistent, ordinary-to-real headwind on a low-beta name where the macro can't rescue it and no counter-narrative exists.

Tailwinds 3
m30
Quantum breakthrough seed
Multiple credible headlines about IBM achieving quantum advantage beyond classical computing are the one place a new narrative could germinate. Not priced yet and intensity is low, but it is a real optionality on story rehabilitation.
m25
Low beta blunts macro risk
With beta 0.68 and a defensive dividend profile, IBM is insulated from any tape wobble. In the current neutral-to-mildly-positive regime this is a minor cushion, not a driver.
m20
Benign macro tape
Neutral regime, VIX 16, S&P near highs means no market-wide sentiment overhang forcing selling. The pressure on IBM is name-specific, not systemic.
Headwinds 4
m70
Recent earnings warning still anchoring tape
The July 14 preliminary Q2 warning and 25% single-day plunge - explicitly citing customers shifting spend from software to AI hardware - is a fresh, specific, damaging sentiment event that validates the bear thesis and lingers in analyst notes and headlines.
m60
Wrong side of the dominant AI narrative
News flow is actively contrasting IBM's $17B revenue with Alphabet's $119B, framing IBM as an AI laggard. In a tape obsessed with AI winners, being cast as the loser is a persistent de-rating pressure with no story bid to offset it.
m40
No narrative intensity or cult support
Steady-compounder archetype with minimal intensity and low cult coefficient means there is no marginal story-driven buyer. When sentiment turns down there is no fan base defending the stock, so drift is one-directional.
m35
Visible bearish anecdote (Cramer, YTD -23%)
High-profile commentators publicly expressing disappointment and a stock down 23% YTD create a self-reinforcing negative tone loop for retail and generalist allocators scanning headlines.
This is a moderate but persistent headwind, not a crisis. The macro tape is a non-factor for a 0.68-beta name, so it can't rescue the story. The real pressure is narrative: IBM has been cast as the AI-era loser at exactly the moment the tape rewards AI winners, and a fresh 25% earnings-warning gap is still the freshest thing in everyone's memory. There is no cult, no story intensity, no marginal buyer chasing it. Quantum is the one seed that could flip the read, but it hasn't caught fire yet. Net leans headwind - the stock will keep drifting under this narrative until either the AI-spend fear proves overdone or the quantum story finds a bid.
Verify before trusting this (4)
  • Whether the quantum-advantage story gains analyst upgrades or price-target revisions - the only visible path to narrative rehabilitation
  • Q2 actual print and guide vs the July 14 warning - a second miss would deepen the headwind, an in-line print could stabilize tone
  • Any rotation into low-beta dividend defensives if the tape turns risk-off, which would disproportionately help IBM
  • Sell-side tone shift: consensus target revisions post-warning and any downgrades still to come
The market-wide tape + this name's exposure to it (beta / sector / narrative durability). Context on the non-fundamental pressure — not a call on the business or the price. processId: detail-general-sentiment
Growth Outlook
not run

This lens hasn't been run for this ticker yet.

The forward growth verdict — is the business itself likely to grow (next 2 quarters / year 1 / years 2–3), judged against its category and against printed expectations. The full horizon ladder + creme renders on the Growth Outlook card above. Not a call on the price (Valuation owns that) or the tape (Sentiment owns that).
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Lenses kept deliberately separate — Company Quality (price-agnostic), Valuation (price-conditional), General Sentiment (non-fundamental macro/narrative pressure), and Growth Outlook (the forward growth verdict). The scores are not blended. Filing-level items (convertibles, lock-ups, customer concentration) are v2 — see each lens's "verify."
Price Prediction
Higher +6.5% v0.6.0 View full prediction →

When we made this prediction on Aug 3, 2026, IBM was $223.65. We expect it to be $238.20 by Feb 2027, and we consider it great value under $185.00. This is an early model (v0.6.0) — the direction is more reliable than the exact price. Made Aug 3, 2026.

Price when predicted$223.65
Our estimate for Feb 2027$238.20+6.5%
Great value below$185.00
Price history shown (6 Months)

Blue is our prediction, starting the day we made it. Grey is a slower route to the same place — the same destination, taking longer. Black is the actual price, so you can see how we are doing.

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My Notes personal — only you see this
v1.1.562 · 9b2927c4 · 2026-08-22 16:52:06