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🧭 Model Comparison

AI labs vs what money buys β€” valuation, revenue, exchange, and the IPO calendar.

Updated: Aug 10, 2026 Β· data verified against filings and reporting Β· sources in footer

πŸ”’ Private  |  🟒 Public πŸ‡¨πŸ‡³ China  |  πŸ‡ΊπŸ‡ΈπŸ‡ͺπŸ‡Ί US/EU β€” Listed (solid)  |  -- Target/filed (dashed)

πŸ—“ IPO & listing calendar

Q1'25 Q2'25 Q3'25 Q4'25 Q1'26 Q2'26 Q3'26 Q4'26 Q1'27 Q2'27 now Β· Aug '26 past future → xAI $1250B Mistral $23.0B Cohere $7.0B OpenAI $852.0B Anthropic $965.0B iFlytek $16.0B SenseTime $7.0B Z.ai $56.0B MiniMax $33.0B StepFun $12.0B 01.AI $1.0B Moonshot AI $50.0B DeepSeek $74.0B Baichuan $2.8B US / EU labs (above axis) China labs (below axis) target/filed (dashed) circle radius = log₁₀(valuation)

Circle size = valuation (log scale), solid = listed, dashed = target/filed/rumored

πŸ› AI labs β€” valuation vs revenue

Sorted by rebased V:R (on current run-rate). Left ratio = as-reported basis; right ratio rebased to current revenue where known β€” the apples-to-apples view. Red = >150x, amber = 50–150x, green = <50x. Private valuations shown in italics with πŸ”’.

ModelCountryRevenue*Rev. QualityValuationExchangeV:RV:R rebasedNotes
Z.ai (Zhipu AI) πŸ‡¨πŸ‡³
GLM
πŸ‡¨πŸ‡³$100M+132% YoY Β· FY25 revenueFY rev
RMB 724M 2025; GM 41%; MaaS API run-rate ~$250M (Q1'26)
$56.0Bpublic mkt cap (mid-2026, +600% since IPO)HKEX 02513listedListed Jan 8, 2026560x
(on FY rev)
224x
on current run-rate
First foundation-model company to go public. 1,159x oversubscribed.
Moonshot AI πŸ‡¨πŸ‡³
Kimi
πŸ‡¨πŸ‡³$300M+50% in 8 weeks Β· ARR (Jun 2026)ARR/run-rate
ARR $100M Mar -> $200M May -> $300M Jun; API 70%+ of sales
🔒 $50.0Bprivate target (pre-IPO round)HKEX (target)targetTarget early 2027; GS + CICC, $1B+ raise, VIE restructure167x
(on ARR)
167x
β‰ˆ same as left
K3 (2.8T open-weight) drove valuation surge.
DeepSeek πŸ‡¨πŸ‡³
DeepSeek
πŸ‡¨πŸ‡³$500M+140% YoY Β· annualized (Jul 2026)ARR/run-rate
~$500M annualized; 70-80% gross margins; 50%+ from model sales
🔒 $74.0Bprivate target (new round)STAR Market (target)targetFile end-2026, list 2027 (~Q2); Tencent/CATL/state fund backers148x
(on run-rate)
148x
β‰ˆ same as left
Pricing ~27x below OpenAI; best margins of the cohort.
MiniMax πŸ‡¨πŸ‡³
Hailuo/abab
πŸ‡¨πŸ‡³$79M+159% YoY Β· FY25 revenueFY rev
$79M 2025 (70%+ intl); ARR $300M+ mid-2026
$33.0Bpublic mkt cap (post-listing surge)HKEX 00100listedListed Jan 2026 + STAR A-share filing Jun 2026 Β· intl >70% intl418x
(on FY rev)
110x
on current run-rate
Dual-listing path; 1,837x oversubscribed.
Mistral πŸ‡«πŸ‡·
Mistral Large
πŸ‡«πŸ‡·$400MARR (mid-2026)ARR/run-rate
~$400M+ ARR, targeting $1B
🔒 $23.0Bprivate (talks)Euronext (rumored)rumorParis listing rumored; no filing58x
(on ARR)
58x
β‰ˆ same as left
OpenAI πŸ‡ΊπŸ‡Έ
GPT
πŸ‡ΊπŸ‡Έ$25.0B~4x YoY Β· annualized (Q1'26)ARR/run-rate
Q1 2026 revenue $5.7B; ~900M weekly ChatGPT users
🔒 $852.0Bprivate post-money (Mar 2026); $1T+ IPO talkNasdaq (target)filedConfidential S-1 Jun 8, 2026; GS+MS; Q4'26 target leaning 202734x
(on run-rate)
34x
β‰ˆ same as left
$122B raise at $852B.
Cohere πŸ‡¨πŸ‡¦
Command
πŸ‡¨πŸ‡¦$240MARR (2025)ARR/run-rate
~$240M ARR (beat $200M target)
🔒 $7.0BprivateNasdaq/TSX (rumored)rumorNo S-1; rumored candidate29x
(on ARR)
29x
β‰ˆ same as left
Anthropic πŸ‡ΊπŸ‡Έ
Claude
πŸ‡ΊπŸ‡Έ$47.0B4x in 4 months Β· run-rate (May 2026)ARR/run-rate
$47B run-rate May, ~$60B Jul; first op profit $559M on $10.9B Q2 rev
🔒 $965.0Bprivate post-money (Series H, May 28 2026)Nasdaq (target)filedConfidential S-1 Jun 1, 2026; Oct 2026 window21x
(on run-rate)
21x
β‰ˆ same as left
$65B Series H.
SenseTime πŸ‡¨πŸ‡³
SenseNova
πŸ‡¨πŸ‡³$725M+33% YoY Β· FY25 revenueFY rev
RMB 5.01B 2025; H2 EBITDA turned positive first time since IPO
$7.0Bpublic mkt cap (~$6.7B, Jul 2026)HKEX 0020listedListed HKEX since Dec 20219.7x
(on FY rev)
9.7x
β‰ˆ same as left
iFlytek πŸ‡¨πŸ‡³
Spark
πŸ‡¨πŸ‡³$4.0B+16% YoY Β· FY25 revenueFY rev
RMB 27.1B 2025; net profit RMB 839M (+50%)
$16.0Bpublic mkt cap (~$16.2B, Apr 2026)SZSE 002230listedListed SZSE since 19994.0x
(on FY rev)
4.0x
β‰ˆ same as left
Established public company.
StepFun πŸ‡¨πŸ‡³
Step
πŸ‡¨πŸ‡³not disclosedN/A
Not disclosed
🔒 $12.0Bprivate (reported)HKEX (filed)filedFiled HKEX ~Jun 8, 2026; ~$500M raise; Cayman unwindβ€”β€”Tencent-backed.
Baichuan πŸ‡¨πŸ‡³
Baichuan-M3
πŸ‡¨πŸ‡³not disclosedN/A
Not disclosed
🔒 $2.8Bprivate (2024 round)STAR (weighing)rumorWeighing 2027 STAR listing (loss-maker rules eased)β€”β€”Pivoting toward healthcare AI.
01.AI πŸ‡¨πŸ‡³
Yi
πŸ‡¨πŸ‡³not disclosedN/A
Not disclosed
🔒 $1.0Bprivate (2023 round)NoneprivateNo IPO plans; Kai-Fu Leeβ€”β€”
xAI (SpaceXAI) πŸ‡ΊπŸ‡Έ
Grok
πŸ‡ΊπŸ‡Έ$500MARR (reported)ARR/run-rate
~$500M ARR; merged into SpaceX Feb 2026
🔒 $1250Bcombined SpaceX+xAI (reported)Nasdaq (SPCX target)targetTargeting Jun-Jul 2026 IPO at $135/shareβ€”combined entity β€” n/aβ€”xAI was $250B at merger.

🏒 The public giants β€” AI revenue disclosure

Incumbent context. 'AI/Cloud Rev' mixes model API with cloud hosting β€” not pure LLM revenue.

CompanyExchangeAI/Cloud RevBasisParent mkt capNotes
Alibaba
Qwen
NYSE + HKEX$1.25B/qtr (AI products, 30% of Cloud)Q1'26 disclosed$403BAI products RMB 9B/qtr; Cloud $4.66B/qtr +40%
Baidu
ERNIE
Nasdaq + HKEX$4.2B (AI Cloud FY25); AI = 52% of revenue Q1'26FY25/Q1'26 disclosed$38BKunlunxin chip unit proposed HKEX spin-off
Tencent
Hunyuan
HKEXnot disclosed separately (RMB 18B invested)investment only$553BAI buried in cloud/ads segments
ByteDance
Doubao
Privatenot disclosed (Doubao 75M+ MAU, 155M WAU)user metrics only$390BNo IPO timeline confirmed
Meta
Llama
Nasdaqzero direct (open-source)n/a$1,500BAI powers ads: Q4'25 ad rev +24%
Google
Gemini
Nasdaq$1.2B (Gemini subs FY25)FY25 disclosed$4,400BCloud +82% YoY on AI
Amazon
Nova + Claude (Bedrock)
Nasdaq>$15B (AWS AI run-rate Q1'26)Q1'26 disclosed$2,900BBedrock 125K customers, 80% of Fortune 100

πŸ“– Sources & methodology

  1. Z.ai: HKEX 02513 filings; 36kr; Momenta Media (2025 results: RMB 724M rev, +132%, adj loss RMB 3.18B)
  2. MiniMax: HKEX 00100 results Mar 2, 2026 (PR Newswire): $79M rev +159%, $1.87B net loss
  3. Moonshot: aibase/CryptoBriefing/ChinabizInsider (ARR $100M Mar -> $300M Jun 2026); technode (Jul 22: $50B pre-IPO talks, HK within 6 months)
  4. DeepSeek: The Information Jul 15, 2026 (annualized rev ~$500M, $74B valuation target, STAR 2027); TechStartups; PYMNTS
  5. OpenAI: confidential S-1 Jun 8, 2026 (aiweekly.co); $122B round at $852B (CNBC/Bloomberg); Q1'26 rev $5.7B
  6. Anthropic: Series H May 28, 2026 $65B at $965B (anthropic.com/news/series-h); run-rate ~$47B May / ~$60B Jul (nextbigfuture, wooleyrhinoresearch)
  7. xAI/SpaceX: merger Feb 2026, SPCX Nasdaq target Jun-Jul 2026 (reported)
  8. Mistral: ~$400M ARR, ~$23B talks (fool.com, aiineurope.co)
  9. Cohere: ~$240M ARR (CNBC, businessxmag)
  10. Giants: Alibaba (theinsight.asia, Yahoo Finance), Baidu (Frontier Ledger, PR Newswire), Tencent (annual results PDF), ByteDance (tsginvest), Meta (AXT News), Google (businessofapps), Amazon (CNBC Jul 30, 2026)
  11. Valuations: private rounds are negotiated point-in-time; public caps are liquid mark-to-market. Treat private targets as directional Β±10-20%.

Definitions: ARR (Annual Recurring Revenue) is annualized subscription run-rate. Run-rate is annualized current revenue. FY revenue is full fiscal year reported. V:R Math: Valuation Γ· Revenue. Private basis uses latest primary round valuation. Public basis uses market capitalization. V:R rebased: valuation Γ· current run-rate (rev_current) where a fresher number exists (e.g. Z.ai MaaS $250M run-rate vs $100M FY25) β€” bridges trailing-FY and run-rate bases for comparison. Caveat: Private valuations are directional and may not reflect secondary market pricing.