buildOne report1 publisher DeepSeek V4.1 Flash's 36x discount to Claude Opus 5 depends on off-peak hours and low effort
DeepSeek V4.1 Flash costs $2.10 off-peak for an agent run that costs $75 on Claude Opus 5, about 36x less, according to a dev.to analysis. Paying peak-hour rates halves that gap to about 18x, and running at max effort cuts it to about 15x.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+35
- Incentives
- Not scored
- Confidence35
DeepSeek is close to raising at least 80 billion yuan at a pre-money valuation of about 500 billion yuan, roughly $75 billion, Bloomberg reported. At about 75 times its $1 billion run rate, the round sets the floor a 2027 Shanghai STAR Market listing has to clear.
Perspective Coverage
17 publishers
- Builder
- Builder 7%
- Operator
- Operator 10%
- Investor
- Investor 83%
Reality
- Evidence65
- Adoption35
- Hype gap+20
- Incentives60
- Confidence60
China's STAR 50 hands back roughly 70% of its three-month rally
China's STAR 50 has fallen about 30% since end-June, handing back roughly 70% of a nearly 75% three-month rally. Chip indices in Korea, Taiwan and the US fell with it, but the record fits cheaper open-source models and an unwinding rally as well as doubt about AI spending.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+25
- Incentives
- Not scored
- Confidence35
Shares in the Chinese robot maker opened at roughly 7.3 times their offer price on Shanghai's Star Market. The number to plan against is not the valuation but the $2,700 robot dog.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+30
- Incentives55
- Confidence58
The sprint number came from a company video of a three-month-old prototype. The listing is the durable fact: the first general-purpose robotics company on mainland China's market.
Perspective Coverage
3 publishers
- Builder
- Builder 43%
- Operator
- Operator 27%
- Investor
- Investor 30%
Reality
- Evidence45
- Adoption30
- Hype gap+55
- Incentives75
- Confidence60
Shanghai has valued a small but profitable robot maker above Figure AI, Baidu and JD.com. The multiple, not the machines, is the number to check.
Perspective Coverage
9 publishers
- Builder
- Builder 18%
- Operator
- Operator 29%
- Investor
- Investor 53%
Reality
- Evidence62
- Adoption35
- Hype gap+55
- Incentives58
- Confidence60
Three down sessions took the stock back toward what a Chinese listing normally does on day one. The valuation it is falling from has barely moved.
Perspective Coverage
3 publishers
- Builder
- Builder 7%
- Operator
- Operator 15%
- Investor
- Investor 78%
Reality
- Evidence55
- Adoption35
- Hype gap+60
- Incentives55
- Confidence60
The 460% pop on debut day has been undone almost exactly, leaving the market paying about 125 times Unitree's 2025 revenue and more than 350 times its adjusted earnings, a valuation that prices Unitree's growth story, with earnings barely factoring in.
Reality
- Evidence60
- Adoption40
- Hype gap+35
- Incentives55
- Confidence58
CXMT pitches new DRAM platform to electronics makers, but only CXMT has measured it
China's largest DRAM maker has two 24-gigabit LPDDR5X parts in mass production and says the platform behind them matches the industry's most advanced nodes. The only measurements behind that claim are CXMT's own.
Reality
- Evidence45
- Adoption32
- Hype gap+38
- Incentives78
- Confidence55
China's regulator is holding humanoid robot IPOs back until the revenue repeats
The Information reported that China's securities regulator is asking humanoid firms for recurring revenue and narrowing losses before they list. Exchange review materials show 73.6% of Unitree's revenue came from research and education buyers.
Reality
- Evidence56
- Adoption34
- Hype gap+18
- Incentives55
- Confidence48
Beijing now demands recurring revenue before a humanoid robot maker can list
Three weeks after Unitree's Shanghai debut rose fivefold and then gave most of it back, the CSRC has told robotics applicants to show recurring revenue and a path to profit, a test two pending applicants fail.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+35
- Incentives55
- Confidence30
One KOSDAQ IPO has raised more than a trillion won since the board opened in 1996
Celltrion Healthcare's 1.0088 trillion won in 2017 still stands alone, and Yanolja, Viva Republica and Galaxy Corporation are all pursuing US listings while KOSDAQ turnover runs at less than half January's.
Reality
- Evidence34
- Adoption
- Not scored
- Hype gap+28
- Incentives62
- Confidence38
CXMT moved LPDDR5X from mass production to a flagship handset in about 13 months
ChangXin Memory has announced 24-Gbit LPDDR5X products. Its own timeline runs from LPDDR5X mass production in May 2025 to LPDDR6 mass production by September 2026, on a target of about 300,000 wafers a month.
Reality
- Evidence34
- Adoption60
- Hype gap+32
- Incentives72
- Confidence44
DeepSeek's first CFO arrives with CITIC Securities engaged and a 2027 listing as the goal. The near-term cash is a 50 billion yuan private round, and the two published accounts of June's valuation differ by nearly seven times.
Reality
- Evidence42
- Adoption33
- Hype gap+38
- Incentives66
- Confidence48
DeepSeek prices cached agent input at $0.003 a million tokens off-peak
The rate undercuts the cached-input prices OpenAI and Anthropic publish by more than 130 times, and DeepSeek's own release says the sparse-attention design behind it has untested limits at cache boundaries.
Publishers:dataconomy.com
Reality
- Evidence46
- Adoption32
- Hype gap+18
- Incentives72
- Confidence55
Retail investors bid 6,109 times over for a chipmaker that lost 1.2 billion yuan in 2025
Enflame, which lost money last year, raised 6.12 billion yuan on Shanghai's STAR Market on September 11 and closed near triple its offer price, on retail demand reported at 6,109 times the shares available.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+45
- Incentives60
- Confidence45
Enflame tripled on debut to 187 times the revenue it mostly bills to Tencent
Enflame sold a tenth of itself at 142.18 yuan and traded near 430 on day one, adding about 124 billion yuan of market value to a chipmaker that lost 1.16 billion yuan last year and books 84% of sales through Tencent.
Reality
- Evidence58
- Adoption34
- Hype gap+45
- Incentives78
- Confidence55
Retail orders for 6,000 times the shares available took Enflame up 206 per cent in Shanghai
Investors bid the last of China's four little dragons of AI chipmaking up 206 per cent on its Shanghai debut, chasing the nearly 60 per cent of the domestic AI accelerator market that foreign suppliers held in 2025.
Reality
- Evidence55
- Adoption30
- Hype gap+40
- Incentives70
- Confidence55
Moonshot's $3bn Hong Kong raise would sell about 6 per cent of a $50bn company
The Beijing lab behind Kimi K3 has filed confidentially for a Hong Kong listing and is now weighing Shanghai's STAR Market too. Nothing in the reporting puts a number on what training its models costs.
Reality
- Evidence24
- Adoption22
- Hype gap+35
- Incentives68
- Confidence34
Mirae Asset's chairman prescribes tax cuts for a KOSDAQ losing 1.8 firms a year
Park Hyeon-joo wants corporate tax relief to keep companies on Korea's growth board, though the exodus he cites runs at under two firms a year while 92.53% of market capitalisation, and the buyers with it, sits on the KOSPI.
Reality
- Evidence48
- Adoption15
- Hype gap+34
- Incentives72
- Confidence52