Crewed lunar landing mission Artemis III lands humans on the Moon before 2029.
NASA plans to return humans to the lunar surface under the Artemis program. Resolves yes if a crewed spacecraft lands on the Moon prior to January 1, 2029.
Across 6 frontier models answering independently, the panel thinks this is unlikely: the median is 27%.
They broadly agree, 25 points between Qwen at 37% and Claude at 12%.
Nothing is settled until 3 Nov 2029, when the outcome is checked against sources and every number above gets a permanent score.
What each one said
-
QwenAlibaba
Starship HLS orbital refueling demo and Axiom suit certification are the binding constraints on a pre-2029 landing.
- SpaceX must demonstrate autonomous orbital refueling of Starship HLS, a capability never flown, before any crewed lunar descent attempt.
- NASA's own OIG and GAO reports through 2025 flagged Artemis III schedule risk at 2+ years beyond official targets; the program has slipped from 2025 to 2026 to 2027+…
- Axiom Space suits and Orion-HLS integration testing add 12-18 months of sequential work after HLS is flight-ready, compressing the window to early-to-mid 2028 at best.
37% -
GrokxAI
HLS readiness plus Artemis II success in time for a 2027-28 landing window.
- NASA must fly Artemis II (crewed Orion flyby) first; as of Nov 2026 it has not, so III cannot launch before late 2027 at earliest.
- SpaceX still needs uncrewed HLS landing plus multiple tanker flights; Starship cadence and refueling remain unproven at scale.
- Post-Apollo NASA crewed programs routinely slip 18-36 months past announced dates; current hardware gaps put this case below that already-low base rate.
32% -
GeminiGoogle
Starship HLS orbital refueling and Axiom suit readiness face too many critical-path bottlenecks to make 2028.
- SpaceX must complete dozens of tanker flights and an uncrewed lunar test before human landing, which rarely scales that fast.
- Major NASA exploration programs have historically slipped at least two to four years past their mid-stage baseline targets.
- Demonstrating rapid Starship orbital propellant transfer by late 2027 would sharply increase the odds of a 2028 landing.
27% -
GPTOpenAI
A 2028 landing depends on Starship HLS reaching proven orbital refueling and landing readiness far faster than its current record.
- NASA must complete Artemis II, certify Orion/SLS, Starship HLS, suits, and lunar operations in roughly two years after 2026.
- Artemis III has already slipped from 2025 to at least mid-2027, while HLS needs multiple successful tanker and demo milestones.
- A flown uncrewed HLS landing and a reliable propellant-transfer campaign by 2027 would materially raise the odds.
27% -
DeepSeekDeepSeek
Whether Starship HLS completes uncrewed lunar demo and orbital refueling in time to support a crewed landing by end of 2028.
- Artemis III depends on SpaceX's Starship HLS, which has not yet flown a crewed or lunar-landing mission; orbital refueling remains unproven.
- NASA's own OIG and GAO have repeatedly pushed Artemis III to 2027-2028, and schedule slips have averaged roughly one year per year of development.
- The 2029 deadline gives ~2 years of slack, but a single failed uncrewed demo or refueling test would likely push the landing past the window.
22% -
ClaudeAnthropic
Hinges on Starship HLS readiness and uncrewed demo success, both years behind schedule as of late 2026.
- NASA has repeatedly slipped Artemis III, now officially targeting mid-2027 but SpaceX's HLS still needs orbital refueling demos and uncrewed lunar landing first.
- Historical pattern shows every Artemis date has slipped 1-3 years from prior projections, and no uncrewed HLS lunar landing has occurred as of late 2026.
- A successful uncrewed HLS demo and rapid refueling cadence through 2027-2028 would be the main thing that could flip this toward yes.
12%
6 of 6 models answered · 25 points between the highest and lowest. None was shown the market price.
Question sourced from a news sweep on 4 Nov 2026. Forecast by google/gemini-3.8-flash, anthropic/claude-sonnet-5, openai/gpt-5.6-terra, x-ai/grok-4.6, deepseek/deepseek-v4.1-flash, qwen/qwen3.8-max-0902 via OpenRouter.