IPO track ends the discount era
A listing event may mark the end of a lab's promotional-pricing phase: Zhipu AI removed first-purchase discounts 34 days after its 2026-01-08 Hong Kong IPO and raised the GLM Coding Plan list 80% at 195 days. The proposed enabler is margin disclosure — a listed lab has to defend gross margin quarterly, which makes a first-purchase promo expensive in a way a private lab does not feel. This is a hypothesis on n=1 complete, not a pattern: Moonshot AI ran both price moves before its listing process surfaced, 01.AI moved new revenue off its published card without touching it, and Anthropic widened its funnel 13 days after IPO-preparation reporting. The corpus-wide version of this idea has already failed — funding events do not predict repricing here — so only the narrower listing sub-case has any support at all.
Evidence over time
11 supporting · 3 counter — hover or tap a point for detail, click to jump to the row.
Evidence
| Company | Date | What happened |
|---|---|---|
| Zhipu AI | Aug 2024 | Land-grab stage: the GLM-4-Flash API is made free to the public during the China model price war, establishing free-and-cheap as the distribution strategy. |
| Zhipu AI | Sep 2025 | GLM Coding Plan launches with a $3 first month for Lite, pitched at roughly 3x Claude Pro usage for half the price — an explicit shot at Claude Code and Cursor economics. Standing price settles near $10/mo Lite, $30 Pro, $80 Max (billed quarterly at ~$30/$90/$240). |
| Zhipu AI | Jan 2026 | Listing signal: Zhipu (02513.HK) debuts on the Hong Kong Stock Exchange, the first foundation-model lab to go public anywhere, raising ~US$560M at a ~US$6.7B valuation with the retail tranche oversubscribed ~1,159x. |
| Zhipu AI | Feb 2026 | All GLM Coding Plan first-purchase discounts removed (ending the $3/$15 promo); standing prices settle at ~$10/$30/$80 per month. 34 days after listing — the tightest dated interval between a capital-markets event and a discount withdrawal in the corpus. |
| Zhipu AI | Jul 2026 | List reprice at +195 days: Coding Plan goes to $18/$72/$160 per month from roughly $10/$30/$80 (+80% Lite, +140% Pro, +100% Max on the monthly list). A -10%/-20%/-30% monthly/quarterly/yearly ladder is published with renewal rates printed, so the cheapest effective entry is $12.60/mo (+26%). A premium GLM-5 API line lands at $1.00-$1.40 in / $3.20-$4.40 out, roughly double the GLM-4.x flagships holding at $0.60/$2.20. |
| Moonshot AI | Jul 2025 | Land-grab stage: the Kimi K2 open-weight launch (1T parameters, 32B active) at roughly $0.15/M cache-hit input and $2.50/M output becomes the fastest-downloaded model on Hugging Face a day after release and is credited with igniting the China price war. |
| Moonshot AI | Apr 2026 | INVERTED ORDER. Kimi K2.6 reaches GA with the first material increase: input +58% ($0.60 to $0.95/M), output to $4.00/M, cache-hit input $0.16/M. Read contemporaneously (KuCoin, OpenRouter, accessed 2026-06-11) as commercialization proof ahead of a reported Hong Kong listing — 88 days BEFORE the formal process was reported. |
| Moonshot AI | Jul 2026 | INVERTED ORDER. Kimi K3 opens a new ceiling at $3.00 in / $15.00 out per 1M (cache hit $0.30, 1,048,576-token context) — 3.2x input and 3.75x output on K2.6, which is left unchanged, so this is a new rung rather than a repricing. Ships WITH a launch top-up rebate (10-30% of a single top-up as vouchers, 2026-07-15 to 2026-08-12) that no longer appears at its own URL as of 2026-07-30. |
| Moonshot AI | Jul 2026 | Listing signal arrives LAST: Yahoo Finance and Investing.com report a plan to list in Hong Kong within six months of the K3 debut, and The Information (2026-07-20) reports Moonshot seeking investor approval to begin the IPO process — 3 days after the K3 ceiling and 88 days after the K2.6 rise. |
| 01.AI | Jul 2026 | BYPASS VARIANT. Tech in Asia and finance.biggo.com report 01.AI targeting a 2027 Hong Kong IPO and repositioning as 'China's Palantir' — enterprise and government deployment over open-model distribution. |
| 01.AI | Jul 2026 | BYPASS VARIANT, two days later: TrueNorth (万策) ships as Boss AI / Investor AI / TopSales AI plus forward-deployed engineers and sovereign deployments, sold entirely via 'Book a Consultation'. The ¥0.99/¥6 per-1M-token card is re-verified UNCHANGED the same day — no discount is withdrawn and no list price rises; new revenue simply moves off the published card. The 2-day ordering is our inference, not a company statement. |
Counterexamples
- Anthropic · Jul 2026 — Widened the funnel instead of narrowing it. CNBC reported (2026-07-15) bankers lining up investor meetings for a large IPO, with 3Q26 profit above $1B; 13 days later the Claude.ai Team minimum fell from 5 seats to 2 ('For teams of 2 to 150') with every seat price held — Standard $20/$25, Premium $100/$125. A packaging move that makes the product cheaper to start, in the direction opposite to this trend.
- MiniMax · Jul 2026 — Listed in Hong Kong in January 2026 (~US$619M raised at ~$6.5B, +43% on debut) on roughly $53M of revenue against a ~$512M loss, and was still cutting six months later: MCP API-vlm cut from $0.06 to $0.01 per call effective 2026-07-22 and the Token Plan revamped to roughly double included tokens at unchanged $20/$50/$120 prices. A listed lab pricing at the floor is the direct refutation of the margin-disclosure mechanism.
- Together AI · Jul 2026 — Raised $800M at an $8.3B valuation on 2026-07-01 with the CEO declining to rule out an IPO the following year (Axios, 2026-07-02), then ran two further cut releases (2026-07-14 dedicated-inference restructure with cuts, 2026-07-21 Kokoro-82M TTS $10.00 to $4.00 per 1M characters) before its first increase 28 days later — reserved H100 $3.59 to $3.69 for 7-30 days. An IPO signal without a filing did not stop the cuts.
Trivia
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Zhipu AI's follow-on capital did not buy buyers a lower price. It raised about $4B in a Hong Kong share sale on 2026-07-08, after a reported ~1,500% run-up in the stock, and 14 days later — on 2026-07-22 — raised the GLM Coding Plan instead of cutting it. Zhipu is also the corpus's only pricing arc dated to the day on both ends: discounts gone at +34 days after the 2026-01-08 listing, list price up 80% at +195 days.
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Moonshot AI ended its discount era and launched a new discount in the same release. The 2026-07-16 Kimi K3 launch opened a $3.00/$15.00 per-1M ceiling — 3.2x the input and 3.75x the output of K2.6 — and shipped alongside a top-up rebate returning 10-30% of a single top-up as vouchers, advertised 2026-07-15 to 2026-08-12. By 2026-07-30 that promotion URL served a generic Help Center billing FAQ instead: the promo appears withdrawn ahead of its own stated end date.
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Zhipu's 2026-02-11 "discount withdrawal" did not remove the discount — the 2026-07-22 card published it instead, as a standing -10% monthly / -20% quarterly / -30% yearly ladder with the renewal rate printed on each tier. So the cheapest possible entry moved from a $3 first month (2025-09) to a $12.60/mo annual floor: +26% against the prior effective rate while the monthly list rose +80% ($10 to $18). The steepest effective rise was the middle tier, Pro, at +68% ($30 to $50.40).