🧠 Technology & AI mixed · 6–18 months
A what‑if from the future

What if a Chinese open model tops the global rankings?

A Chinese open release topping global rankings shifts developer mindshare off Western incumbents — bearish US semis/Nasdaq on monetization doubt, but mildly bullish global growth and China internet on the capability signal. Direct analogue is DeepSeek-R1 (Jan-2025) seizing developer attention overnight. Transmission: mindshare migration steers downstream tooling and inference toward Chinese-optimized stacks. Forward angle: soft-power AI leadership, distinct from the hardware-independence story in 711.

46%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 46% · 90% range 24–67% · 38 analogues · measured class tech_ai_bear 72% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bear ≈0.8595/yr → 72% in 18 mo72%
Analyst prior · editorial share 72% of the class52%
Pooled · weight 86%47%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)47%
Published46%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 6–18 months horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a mixed shock. A Chinese lab's open release tops global rankings, shifting developer mindshare off Western incumbents. The trigger decomposes into signed root‑shocks — AI capex ▼ · China growth ▲ · Trade tension ▲ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.4%
hist -4.82–+0.29% · other way +4.34% (n=12)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -1.1%
hist -0.77–-0.25% · other way +5.76% (n=12)
3Micron MUon Hyperliquid 📈 chartEquity▼ -1.1%
hist -3.39–+0.75% · other way -2.41% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.1%
hist -1.12–-0.16% · other way +1.49% (n=12)
5TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.9%
hist -1.04–-0.11% · other way +2.12% (n=12)
6Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.8%
hist -1.49–+0.09% · other way +-0.0% (n=12)
7AMD AMDon Hyperliquid 📈 chartEquity▼ -0.8%
hist -3.38–+0.94% · other way -2.37% (n=12)
8Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.8%
hist -2.39–+0.66% · other way +0.33% (n=12)
9ASML ASMLon Hyperliquid 📈 chartEquity▼ -0.7%
hist -1.47–+0.24% · other way -0.83% (n=12)
10Tech sector XLK 📈 chartEquity▼ -0.6%
hist -0.79–+-0.0% · other way +0.47% (n=12)
11Qualcomm QCOMon Hyperliquid 📈 chartEquity▼ -0.5%
hist -3.7–+1.08% · other way -3.28% (n=12)
12Intel INTCon Hyperliquid 📈 chartEquity▼ -0.4%
hist -3.97–+1.16% · other way -2.48% (n=12)
13Freeport (copper) FCX 📈 chartEquity▲ +0.3%
hist -1.94–+1.02% · other way +0.63% (n=12)
14Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.3%
hist +0.08–+0.17% · other way +1.66% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): Tech sector -0.6% · Freeport (copper) +0.3% · Chinese yuan -0.3%

Why we may diverge from history

Trust the cascade short on MSTR/AVGO: the +12% and +6% prints are pure 2024-25 BTC-bull regime contamination — tariff and ASML-crash windows where MSTR ran +65% on Bitcoin, not on chip fundamentals.

Historical precedent — what analogous events actually did

Across 38 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 ASML bookings-miss crash 2024-10 Didi removed from China app stores after NYSE IPO 2021-07 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Record $19bn crypto liquidation cascade 2025-10 US-China extend tariff truce by another 90 days 2025-08 US and China agree Geneva tariff truce, slashing rates 2025-05 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Alibaba announces historic split into six business units 2023-03 Offshore yuan hits a record low 2022-11 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Netflix subscriber-loss crash 2022-04 Alibaba upsizes buyback to record $25 billion 2022-03 Meta 2022-02 Kaisa Group offshore default 2021-12 Evergrande debt crisis - global selloff 2021-09 Bitcoin May 2021 crash 2021-05 Ant Group's record $34.5B IPO suspended 2020-11 Jack Ma's Bund Summit speech attacking China financial regulators 2020-10 Apple cuts revenue guidance on China weakness 2019-01 Nvidia crypto-glut guidance crash 2018-11 US List 3 tariffs on $200B of Chinese goods finalized 2018-09 US Section 301 List 1 tariffs take effect on China 2018-07 China retaliates: $50B tariff list incl. soybeans 2018-04 US Section 232 steel & aluminum tariffs imposed 2018-03 Mexican peso crash on Trump 2016 win 2016-11 China stock-market circuit-breaker fiasco 2016-01 August 24, 2015 ETF flash crash 2015-08 Shanghai A-share bubble peak / crash begins 2015-06 October 27, 1997 mini-crash 1997-10 Asian financial crisis - Thai baht float 1997-07 Tiananmen Square crackdown 1989-06 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Smoot-Hawley clears the US House 1929-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
NVDA NVDASHORT-3.5% · 5d -3.1%76%33 0.38✓ matches cascade
KWEB KWEBSHORT-2.4% · 5d -1.7%64%33 0.26⚠ differs
Volatility VIXSHORT-1.2% · 5d +0.2% ↺ fades65%35 0.26·
NDX NDXSHORT-1.0% · 5d -1.5%64%37 0.22✓ matches cascade
BABA BABASHORT-1.5% · 5d -2.7%61%33 0.21✓ matches cascade
INTC INTCSHORT-3.5% · 5d -2.7%60%37 0.19✓ matches cascade
XLK XLKSHORT-0.5% · 5d -0.7%61%33 0.18✓ matches cascade
QCOM QCOMSHORT-3.2% · 5d -2.6%59%35 0.15✓ matches cascade
MU MUSHORT-2.6% · 5d -3.8%58%37 0.12✓ matches cascade
Bitcoin BTCSHORT-3.5% · 5d -4.2%57%33 0.11·
AMD AMDSHORT-2.8% · 5d -2.5%56%37 0.10✓ matches cascade
FCX FCXSHORT-2.0% · 5d -2.0%55%35 0.09⚠ differs
XCU XCUSHORT-0.0% · 5d -1.2%56%33 0.09⚠ differs
CNY CNYSHORT-0.3% · 5d -0.3%54%33 0.08✓ matches cascade

Why this probability

Chinese open models (DeepSeek, Qwen) already top rankings; continued mindshare shift highly likely. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.