Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Predictor: Dave Blundin · ep#247 "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247" · source
Prediction text
Anthropic will win over OpenAI via better/smarter AI regardless of installed base | one company went after the installed base and the other went after the smartest AI possible at all costs. And if we look back on it in a year or two and Anthropic does pull ahead and win, we'll say, well, they use the old playbook, the pre-AI playbook, pre pre-AGI playbook, and Enthropic invented the new playbook of the future, which is people are going to switch to you if your AI is better and smarter regardless of the installed base.
Watch events: Anthropic ARR updates quarterly; potential Oct 2026 IPO; OpenAI next funding round; IPO timing; revenue disclosures
Verbatim quote
one company went after the installed base and the other went after the smartest AI possible at all costs. And if we look back on it in a year or two and Anthropic does pull ahead and win, we'll say, well, they use the old playbook, the pre-AI playbook, pre pre-AGI playbook, and Enthropic invented the new playbook of the future, which is people are going to switch to you if your AI is better and smarter regardless of the installed base.
Predictor: Dave Blundin
Calibration plot (stated vs observed)
Evidence about this node from Dave Blundin is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).
Reference class
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-02-12hitAnthropic Series G closes at $380B post-money valuationHow: Anthropic announces Series G close — $30B raise at $380B post-moneySource: deep_research_enrichedconf 99%
- 2026-04-13hitAnthropic ARR crosses OpenAI ARR — $30B vs $25B (April 2026)How: Public Anthropic ARR figure exceeds OpenAI ARR for the first time, per Axios / SaaStr / Epoch AI reportingSource: deep_research_enrichedconf 95%
- 2026-07-01 → 2026-10-31pendingAnthropic Q2/Q3 2026 ARR run-rate update — sustains 10x YoY trajectoryHow: Public ARR disclosure (Anthropic press, Sacra, Epoch AI dashboard) showing >$45B run-rate, consistent with Dario Amodei $1T-by-2029 trajectorySource: deep_research_enrichedconf 60%
- 2026-10-01 → 2027-06-30pendingAnthropic IPO or $850-900B valuation round closesHow: Either S-1 filing or new primary funding round at >=$800B valuation, per Bloomberg / TechCrunch coverageSource: deep_research_enrichedconf 55%
- 2026-10-01 → 2027-12-31pendingFrontier benchmark crossover — Claude tops or matches OpenAI flagship on majority of capability/coding/reasoning evals for 2 consecutive quartersHow: Claude leads SWE-bench-Verified, MMLU-Pro, GPQA, AIDER, and at least one independent agent eval (e.g. Terminal-Bench) for two consecutive quarterly snapshotsSource: deep_research_enrichedconf 50%
- 2027-01-01 → 2028-06-30pendingEnterprise share-of-wallet reversal — Anthropic enterprise spend exceeds OpenAI enterprise spend in independent CIO surveysHow: Two of Battery/Menlo/Bessemer/a16z annual CIO surveys show Anthropic as #1 enterprise LLM provider by deployed spendSource: deep_research_enrichedconf 45%
What if this resolves?
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Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.600 | -0.095 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.600 | 0.050 | -0.082 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.600 | -0.067 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.600 | 0.050 | -0.044 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.043 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_017 Europa Clipper will arrive at Jupiter in 2030, conducting 50 — Peter Diamandis | 37.7% | 0.650 | 0.050 | -0.031 |
| prereq | 247_035 Dario Amodei will solve most/all neurological diseases by en — Dario Amodei | 38.8% | 0.700 | 0.050 | -0.017 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.010 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | +0.004 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.001 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (10)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_029 | Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training. | Semis/Products | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_035 | Dario Amodei will solve most/all neurological diseases by end of decade | Biotech/Longevity | — |
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_017 | Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. | Space | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
Linked documents (10)
Raw metadata
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"url": "https://www.youtube.com/watch?v=5ak26W2YNRY",
"mode": "SPECULATION",
"role": "Host",
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"context": "if we look back on it in a year or two and Anthropic does pull ahead and win",
"to_year": 2028,
"verbatim": "one company went after the installed base and the other went after the smartest AI possible at all costs. And if we look back on it in a year or two and Anthropic does pull ahead and win, we'll say, well, they use the old playbook, the pre-AI playbook, pre pre-AGI playbook, and Enthropic invented the new playbook of the future, which is people are going to switch to you if your AI is better and smarter regardless of the installed base.",
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"label": "Anthropic Q2/Q3 2026 ARR run-rate update — sustai
... (truncated)