Pundit profile
Elon Musk
CEO of Tesla and SpaceX and owner of X who makes frequent dated, falsifiable public forecasts about self-driving cars, Mars, robots, AI, crypto and the US economy.
Score
strong negative
Calibration
Were they as right as they were sure?
The surer someone sounds, the more often they should be right.
When they sounded near-certain, only 0% of those 5 calls came true.
Near-certain · 5 calls
0% came true
“no doubt,” “guaranteed,” “almost certain”
Confident · 11 calls
0% came true
“will,” “going to,” “likely,” “I expect”
Leaning · 6 calls
0% came true
“I think,” “my bet,” “leaning toward”
Where we looked
Scored 22 of 35 gathered records (63%). Source coverage and the non-scored remainder are published as aggregate context only.
Where the scored claims come from
- By medium
- Speech 8 · Other 6 · Interview 3 · Tweet 2 · Video 2 · Podcast 1
- Top sources
- en.wikipedia.org 5 · teslarati.com 2 · cnbc.com 1 · 14 from other sources
Sources searched
Tesla self-driving and robotaxi predictions (curated, dated list)
The best-documented slice of Musk's forecasting record: his repeated year-by-year promises that Tesla cars would drive themselves. A public encyclopedia list gathers 31 separate dated predictions from September 2013 through January 2026, each tied to when and where he said it — a shareholder meeting, an interview, an earnings call, an Autonomy Day, a post — and what actually happened. This is effectively a complete catalogue of his headline autonomy calls, and it is the closest thing Musk has to an enumerable archive. Independent scoreboards of the same promises corroborate it. Every row is worth extracting, and each is traced back to the original source where he made the claim rather than relying on the list's summary.
- Total known
- 31
- We examined
- 31
- Time span
- 2013-09-01..2026-01-31
- How we sampled
- The curated list was read in full — all 31 dated autonomy and robotaxi predictions from 2013 to 2026. Because the list is already a hand-built inventory of forecast statements rather than a raw archive, no title filter was needed to find the calls; instead every entry was checked for the same forecast signals used elsewhere (a promised action such as full autonomy, coast-to-coast drive, robotaxi launch, or drivers sleeping at the wheel, plus a deadline such as 'next year', 'by 2020', 'end of this year', or a named date), and all of them qualify. The main task is not discovery but provenance: matching each summarized claim to Musk's own words in the cited earnings call, keynote, interview, or post before it can count.
Cross-venture promise trackers and a published prediction dataset
Several independent efforts have catalogued Musk's promises across all his ventures — one public tracker holds around 94 predictions with a dated deadline and an outcome for each on its own page; a second scoreboard focuses on Tesla and SpaceX; a research write-up published a spreadsheet of 43 of his dated predictions across roughly nine areas, each with a verdict, and reported that he was right about one time in six when he attached a deadline. These are used as a map of where his falsifiable calls live and as a cross-check on each other, not as the final word: every promising entry is traced back to the original moment Musk said it. One of the trackers blocked automated access on so far and will need to be reached another way.
- Total known
- >=94 in the largest single tracker; ~131 across the trackers and dataset before de-duplication (a floor, with heavy overlap)
- We examined
- 43
- Time span
- 2011-01-01..2026-06-30
- How we sampled
- The trackers and the published dataset were surveyed and the 43-entry research spreadsheet was mined most closely because it already pairs each dated call with a verdict. Entries were kept when they contained a specific action plus a deadline that has passed or is near, spanning cars, rockets, robots, brain implants, the everything-app, crypto and the economy. Overlap between the sources is heavy, so the combined count is a de-duplication-pending floor rather than a sum. Each kept call is traced to Musk's own words at the source; summaries that only paraphrase him are held aside until his exact wording is confirmed. One tracker could not be fetched automatically and is noted as a gap to revisit.
Mars, Starship and space-milestone timelines
Musk's Mars and Starship targets, drawn largely from his keynote presentations at the International Astronautical Congress and follow-up interviews, and gathered into a dated timeline: a 2016 plan for an uncrewed landing around 2024 with tickets falling toward $100,000 and a self-sustaining city by 2050; a 2017 keynote pointing at crewed landings by 2024; a 2022 interview shifting crewed flights to 'no earlier than 2029'; a September 2024 target of uncrewed ships in the 2026 launch window; and a February 2026 announcement deprioritizing Mars for five to seven years in favor of the Moon. The keynote transcripts and videos are the primary record; the timeline is the map to them.
- Total known
- unknown (a floor; the headline dated Mars/Starship milestones are captured, but not every restated target across a decade of talks and posts)
- We examined
- 6
- Time span
- 2011-01-01..2026-02-28
- How we sampled
- The headline dated space milestones were collected from a curated program history and cross-checked against news coverage of the original keynotes: uncrewed landing date, crewed landing date, ticket cost, colony/city timeline, and the successive delays. Each is anchored to the keynote presentation or interview where Musk stated it, so his own words can be quoted rather than a summary. Restatements of the same target across many talks were not each logged separately; the earliest clear dated version and the major revisions were prioritized.
Open-search sweep of his other dated calls (robots, brain implants, AI, crypto, the economy, energy)
Everything outside cars and rockets was reached by targeted searching rather than a single list: the Optimus humanoid robot (announced 2021 with production promised 'next year', targets that then slipped year after year); Neuralink (a December 2022 claim of a human brain implant 'in about six months', achieved roughly thirteen months later); AI-capability claims (AI smarter than any human by the end of 2026); AI-risk warnings (a 2017 post calling an AI race the most likely cause of a third world war, a 2018 'immortal dictator' warning); the X everything-app and payments promised by end of 2024; crypto calls on Bitcoin and Dogecoin; his repeated warnings that the US is 'headed for bankruptcy'; the DOGE government-savings goal that fell from $2 trillion to a small fraction; and the Solar Roof promise to out-compete ordinary roofs. These are his most-quoted calls in each area, not an exhaustive inventory.
- Total known
- unknown (open search located the most-quoted dated calls per area; not an exhaustive inventory)
- We examined
- 12
- Time span
- 2011-01-01..2026-06-30
- How we sampled
- For each area, searches combined Musk's name with a forecast action and a timing word — for example a robot, brain implant, AI capability, app, coin, or savings figure paired with 'by', a year, 'next year', 'soon', or a named deadline — to surface his most-cited dated claims and their outcomes. Where a reputable outlet quotes him directly (for instance the Neuralink 'about six months' line or the AI-and-world-war post) his own words are used; where only a summary exists, the call is stored with its context and held until his exact wording is traced to the original. Because there is no single archive to page through in these areas, coverage is the well-known calls rather than a complete census.
Open web search
Open search confirmed Musk's headline dated calls in every area and turned up several independent scoreboards and one research dataset that already grade his accuracy; these were used only as a map and each promising call was traced back toward his own words. The picture that emerges is a very high-volume forecaster whose calls are unusually specific and unusually often attached to a deadline, and whose most-cited pattern is being roughly right about direction while badly missing on timing. His self-driving promises are catalogued almost completely; his space, robot, brain-implant, AI, crypto and economic calls are captured at the level of their famous instances but not exhaustively, and many are so far held as reputable news summaries rather than the original words.
- His most-cited hits and misses and their resolutions ('predicted', 'was wrong about', broken-promise and accuracy-scorecard write-ups) — used only as leads and traced back to the earnings call, keynote, post or interview where he actually said it
- Self-driving and robotaxi timeline promises with deadlines (coast-to-coast drive, one million robotaxis, level-5 autonomy, unsupervised FSD, safety-driver removal)
- Mars and Starship milestone dates (uncrewed landing, crewed landing, ticket cost, self-sustaining city) from his keynote presentations
- Humanoid-robot and brain-implant timelines (Optimus production dates, Neuralink first human implant)
- AI-capability and AI-risk calls with dates (AI smarter than humans by a year, AI race and world war, 'immortal dictator')
- Crypto and market calls (Bitcoin and Dogecoin direction, X everything-app and payments launch, X valuation)
- Macro and political-economy calls (US 'bankruptcy' and debt warnings, DOGE government-savings targets, inflation)
- Energy and infrastructure promises (Solar Roof out-competing normal roofs, Boring Company and Hyperloop)
Known gaps
This record now scores across three domains — self-driving/robotaxi (catalogued nearly in full), Mars/space milestones, and a set of dated macro-economic calls (a 2022 recession-timing forecast, the DOGE “$2 trillion” savings claim, and the X payments-by-2024 promise) — which lifted the resolved-scorable base past the 20-prediction threshold, so the score is no longer provisional on sample size (METHODOLOGY §5). It is still NOT a complete census. The recall audit puts the fraction of his total datable calls captured here at roughly a minority (~0.35): his own posting history on X, where many of his most specific calls originate, cannot be enumerated from beginning to end, so that channel is limited to posts others have surfaced and quoted. Outside self-driving, the space, robot, brain-implant, AI, energy and economic areas are captured at the level of their well-known instances, not exhaustively, and a broad tracker suggests many genuine dated calls still sit outside this record. His crypto activity is largely endorsement and hype rather than dated, falsifiable forecasts, so it contributes no scored calls. Several calls remain in non-blocking quarantine pending a word-for-word primary verbatim (e.g. the 5,000-Model-3/week and Red-Dragon-2018 claims, which survive only as corporate statements or reporter paraphrase) or pending a genuinely ambiguous resolution (the “appreciating asset” claim against the 2021-22 used-car bubble). And several famous forecasts — a self-sustaining Mars city, AI surpassing all humans, US bankruptcy — carry deadlines that have not yet arrived and cannot contribute to a resolved score.
What we didn’t score & why
- Implied call — no explicit horizon stated
- 2
- Out of scope for scoring
- 1
- Outcome not yet known
- 5
- Set aside for human review
- 5
Highlights
Best and worst calls.
Best calls
3Scored record
Misseconomy“Well, I think we can do at least $2 trillion, yeah.”
A Musk-led government efficiency effort (DOGE) will cut at least $2 trillion from the US federal budget.
- Made on
- 2024-10-27
- Outcome
- Miss
- Importance
- 5 / 5
- Contribution
- +0.77
Criterion
- Resolution status
- resolved
- Resolved on
- 2026-07-04
TRUE if, by DOGE's mandated wind-down (~2026-07-04), the Musk-led effort had cut at least $2 trillion from the US federal budget; otherwise FALSE.
FALSE by a wide margin: claimed savings (~$180B, itself disputed) were under 10% of the $2T target, Musk himself revised the figure down more than 10x, and aggregate federal spending increased. Horizon is inferred (no deadline was stated); the outcome is unambiguous under any reasonable end-of-first-year or mandate-end reading. If the verify stage judges the horizon too ambiguous, quarantining is acceptable.
Sources
Outcome evidence
Musk revised the goal from $2 trillion to ~$1 trillion (Jan 2025) and DOGE's stated target fell to $150 billion 'for the year' (April 2025). DOGE's own 'wall of receipts' claimed roughly $180-200 billion in savings by mid-2025, a figure independent analyses (PolitiFact, WSJ, NYT, AEI) found substantially overstated; DOGE quietly removed >1,000 contract cancellations (~$4B) from its records.
Total federal outlays rose (roughly $7.135T to $7.558T, ~6%) rather than falling; the Cato Institute concluded DOGE 'had no noticeable effect on the trajectory of spending.' Actual cuts fell roughly an order of magnitude short of the $2 trillion target.
Corrections
No public corrections.
Scored record
Misstech“My personal guess is that we'll achieve Full Self-Driving this year, yes, with safety level significantly greater than present.”
Tesla will complete Full Self-Driving (with safety level significantly greater than a human) by the end of 2022.
- Made on
- 2022-01-26
- Outcome
- Miss
- Importance
- 3 / 5
- Contribution
- +0.46
Criterion
- Resolution status
- resolved
- Resolved on
- 2022-12-31
TRUE if by 2022-12-31 Tesla had COMPLETED Full Self-Driving at a safety level significantly greater than its then-present (2021) level — Musk's own 'significantly greater than present' standard on the Q4 2021 call; otherwise FALSE.
Re-aligned to the sacred verbatim's 'significantly greater than present' standard (a lower/fairer bar than 'than a human'). FALSE: Tesla's FSD remained SAE Level 2 'Supervised' beta through 2022-12-31 per Tesla's own product classification; the November 2022 wide release was still driver-supervised, not completed autonomy above the prior safety level. No credible source claims Tesla completed greater-than-present autonomous safety by end of 2022. Original FALSE rationale retained; criterion realignment logged in verification.corrections and human_review.
Sources
Outcome evidence
At end of 2022 Tesla's FSD remained an SAE Level 2 driver-assist system (FSD Beta), requiring an attentive driver ready to take control at all times; responsibility stayed with the driver, not the system. It was never certified/operating at a safety level significantly greater than a human, and the November 2022 wide release was still supervised beta, not autonomy.
Wikipedia's dedicated list of Musk's autonomous-Tesla predictions records the end-of-2022 'self-driving safer than a human / wide release' goal as unmet: FSD Beta got wide release Nov 2022 but stayed SAE Level 2 (supervised), never reaching the reliability-in-excess-of-human-drivers Musk promised.
Contemporary Nov 2022 reporting: FSD Beta expanded to all North American owners regardless of safety score, but this was explicitly not Level 5 autonomy and still required constant driver supervision.
Corrections
- horizon type: 'this year' maps to Dec 31 of utterance year via the deadline table; deadline 2022-12-31 unchanged.
- Resolution criterion: Human-review realignment: match the resolution criterion to the sacred verbatim's actual standard ('than present', a lower/fairer bar than the 'than a human' wording in claim_canonical). Outcome unchanged — FSD remained SAE L2 Supervised through end-2022, FALSE under either bar.
Scored record
Misstech“I think that's about two years.”
A Tesla driver will be able to safely sleep at the wheel (full autonomy) in about two years, by roughly mid-2019.
- Made on
- 2017-04-28
- Outcome
- Miss
- Importance
- 3 / 5
- Contribution
- +0.46
Criterion
- Resolution status
- resolved
- Resolved on
- 2019-04-28
TRUE if by roughly 2019-04-28 Tesla self-driving was safe and capable enough that a driver could sleep at the wheel while the car drove; otherwise FALSE.
Criterion: by ~2019-04-28 self-driving safe/capable enough for a driver to sleep at the wheel. Not met — system was (and remains) Level 2 supervised, requiring constant attention. resolved_on set to the ~mid-2019 deadline (2019-04-28) at which the capability was clearly absent. No contrary evidence.
Sources
Outcome evidence
At TED2017 (April 28, 2017), asked when a driver could sleep at the wheel, Musk answered 'about two years' — i.e. roughly mid-2019 — distinguishing full sleep-capable autonomy from the sooner coast-to-coast demo. Electrek's contemporaneous report frames this as ~2 years away from being able to sleep in the car (Level 5).
Prediction ledger records the April 2017 'about two years' sleep-at-the-wheel claim and marks it not achieved: by mid-2019 Tesla had not reached the reliability needed for an unsupervised sleeping driver.
Throughout 2019 and since, Tesla Autopilot/FSD remained an SAE Level 2 advanced driver-assistance system requiring a fully attentive driver ready to take over at all times; it 'does not make the vehicle autonomous.' Sleeping at the wheel was neither safe nor permitted around April 2019 — driver-monitoring nags actively enforced hands/attention. So by ~2019-04-28 a driver could not safely sleep while the car drove.
Corrections
- Quote wording: Verbatim must be Musk's own words. To Anderson's question about sleeping at the wheel, Musk answered 'I think that's about two years.' The 'driver will be able to sleep at the wheel' phrasing is the interviewer's and cannot be presented as a Musk quote; the sleep-at-wheel content stays in claim_canonical/context via the Q&A.
Worst calls
3Scored record
Misstech“I think we will be feature complete — full self-driving — this year, meaning the car will be able to find you in a parking lot, pick you up and take you all the way to your destination without an intervention, this year. I would say I am of certain of that. That is not a question mark.”
Tesla's Full Self-Driving will be feature-complete during 2019 (the car can find you in a parking lot, pick you up, and drive to your destination without intervention).
- Made on
- 2019-02-19
- Outcome
- Miss
- Importance
- 3 / 5
- Contribution
- -2.65
Criterion
- Resolution status
- resolved
- Resolved on
- 2019-12-31
TRUE if by 2019-12-31 Tesla FSD was feature-complete such that the car could find the owner in a parking lot, pick them up, and drive to their destination with no human intervention; otherwise FALSE.
Criterion: by 2019-12-31 FSD feature-complete such that the car finds the owner in a parking lot, picks them up, and drives to destination with no human intervention. Not met. Smart Summon (Sept 2019) is a supervised, low-speed, line-of-sight feature and does not satisfy the intervention-free door-to-destination criterion. resolved_on = deadline 2019-12-31. Sources concordant; no contrary evidence.
Sources
Outcome evidence
In February 2019 (Ark Invest podcast, ~Feb 19, 2019) Musk said verbatim he expected FSD to be 'feature complete... this year, meaning the car will be able to find you in a parking lot, pick you up and take you all the way to your destination without an intervention, this year' — matching the record's criterion exactly. Prediction ledger records this quote and marks it not achieved.
By end of 2019 Tesla FSD was not feature-complete to that spec: no production capability let a car autonomously find its owner in a parking lot, pick them up, and drive to a destination without intervention. FSD remained Level 2 requiring an attentive driver; the 'Smart Summon' feature released Sept 2019 was a low-speed, line-of-sight, actively-supervised parking-lot retrieval — not the intervention-free find-you-and-drive-to-destination capability claimed. Tesla's own robotaxi/unsupervised ambitions slipped for years afterward.
Later coverage confirms the 2019 feature-complete-and-robotaxi timeline slipped repeatedly (a driver-supervised internal ride-hailing app only began employee testing in early 2024; a public robotaxi effort launched far later), corroborating that the 2019 feature-complete claim was not met by 2019-12-31.
Corrections
No public corrections.
Scored record
Misstech“I view it as a solved problem. We know exactly what to do and we will be there in a few years.”
Autonomous driving will be a solved problem and Teslas will drive themselves within a few years (by ~2018).
- Made on
- 2015-03-17
- Outcome
- Miss
- Importance
- 3 / 5
- Contribution
- -1.86
Criterion
- Resolution status
- resolved
- Resolved on
- 2018-03-17
TRUE if by 2018-03-17 Tesla vehicles could drive themselves without human intervention (autonomous driving effectively solved/deployed); otherwise FALSE.
Criterion asks whether by 2018-03-17 Tesla vehicles could drive themselves without human intervention (autonomous driving effectively solved/deployed). FALSE. As of March 2018 Tesla shipped Enhanced Autopilot (Navigate on Autopilot / lane changes) but it was SAE Level 2 with mandatory driver supervision; autonomous driving was neither solved nor deployed. The Walter Huang fatal Autopilot crash occurred March 2018, underscoring that supervision was still required. No conflicting evidence found.
Sources
Outcome evidence
At an Nvidia conference on 2015-03-17 Musk said of autonomous driving: 'I view it as a solved problem. We know exactly what to do and we will be there in a few years.' By the ~2018 horizon this had not been achieved; Tesla remained a supervised Level 2 driver-assist system.
Tesla Autopilot/FSD has been SAE Level 2 from launch through 2018 and beyond — 'requires the driver to monitor the driving at all times and be prepared to take control at a moment's notice.' Tesla never delivered a system that drives without human supervision (Level 3/4/5); as of July 2026 full-autonomy goals 'are still to be met.' In April 2026 Musk stated HW3 cars lack unsupervised FSD capability.
Corrections
No public corrections.
Scored record
Misstech“I'm highly confident the car will be able to drive itself with reliability in excess of a human this year.”
Tesla's Full Self-Driving will let the car drive itself with reliability exceeding a human driver by the end of 2021.
- Made on
- 2021-01-27
- Outcome
- Miss
- Importance
- 3 / 5
- Contribution
- -1.86
Criterion
- Resolution status
- resolved
- Resolved on
- 2021-12-31
TRUE if by 2021-12-31 Tesla vehicles could drive themselves with reliability exceeding that of a human driver; otherwise FALSE.
Criterion requires that by 2021-12-31 Tesla vehicles could drive themselves with reliability exceeding a human driver. At year-end 2021 FSD was still a supervised SAE Level 2 beta requiring constant attention; Musk himself moved the safer-than-human claim to 2022, confirming the end-2021 target was unmet. Condition not met. No conflicting credible evidence.
Sources
Outcome evidence
At Tesla's Q4 2021 earnings call (Jan 26-31, 2022), Musk said he would be 'shocked if we do not achieve Full Self-Driving safer than human this year' — i.e., pushing the safer-than-human target into 2022, confirming it had NOT been achieved by end of 2021.
As of late Jan 2022, FSD Beta remained a Level 2 system requiring constant driver supervision at all times and was described as 'a lot more limited than many people hoped and quite far from Musk's original promise' — cars could attempt local/highway driving with supervision but 'the capacity wouldn't be good.' It did not exceed human-driver reliability.
Corrections
- horizon type: 'this year' is a deadline-inference-table phrase (→ Dec 31 of utterance year), not an explicitly stated date; deadline 2021-12-31 unchanged. No scoring impact.
All scored records
Every scored record, linked to its full page.
- Tesla vehicles will be able to drive 90% of miles autonomously within three years (by 2016).Miss
- A Tesla will be able to drive from a highway on-ramp to a highway exit with no controls touched in less than a year (by ~mid-2015).Miss
- Autonomous driving will be a solved problem and Teslas will drive themselves within a few years (by ~2018).Miss
- Tesla owners will be able to summon their car autonomously from across the country within two years (by ~January 2018).Miss
- Teslas will achieve complete autonomy (self-driving) less than two years from June 2016 (by ~mid-2018).Miss
- SpaceX will land humans on Mars, launching in late 2024 with arrival in early 2025.Miss
- A Tesla will drive fully autonomously coast-to-coast from a California parking lot to a New York parking lot, controls untouched, in November or December 2017.Miss
- A Tesla driver will be able to safely sleep at the wheel (full autonomy) in about two years, by roughly mid-2019.Miss
- SpaceX will land at least two uncrewed cargo ships on Mars in the 2022 launch window.Miss
- Tesla self-driving will encompass essentially all modes of driving and be at least 100-200% safer than a human driver by the end of 2019.Miss
- Tesla's Full Self-Driving will be feature-complete during 2019 (the car can find you in a parking lot, pick you up, and drive to your destination without intervention).Miss
- By mid-2020 Tesla will have over a million cars on the road with full self-driving that is feature-complete and reliable enough that no one needs to pay attention.Miss
- Tesla will complete the basic functionality for Level 5 (full) autonomous driving by the end of 2020.Miss
- Tesla's Full Self-Driving will let the car drive itself with reliability exceeding a human driver by the end of 2021.Miss
- Tesla will complete Full Self-Driving (with safety level significantly greater than a human) by the end of 2022.Miss
- A (global) recession will persist until approximately spring 2024.Miss
- X will roll out payments / financial services by the end of 2024.Miss
- A Musk-led government efficiency effort (DOGE) will cut at least $2 trillion from the US federal budget.Miss
- Tesla will launch unsupervised Full Self-Driving as a paid robotaxi service in Austin, Texas, with no one in the car, in June 2025.Miss
- Unsupervised Full Self-Driving Teslas will be carrying paying passengers in many cities across America by the end of 2025.Miss
- Unsupervised Tesla full self-driving will be available in many US cities so a driver can sleep in the car and wake at the destination by the end of 2025.Miss
- Tesla will remove the in-car safety monitor from its Austin robotaxis, operating with no safety driver, by the end of 2025.Miss
Timeline
Scored records over time.
Each dot is one scored record, placed by prediction date and outcome. Hover a dot for details, or click it to open the full record.
Per-topic score
Scores broken down by topic.
tech
- Score
- -100
- Scored records
- 20
strong negative
How this was computed
How this score was computed.
The website shows the published score and its records; it doesn't recompute or adjust the headline number.
- Methodology version
- v1.0.0
- Last computed
How this profile was built
Scored by independent judges
Predictions gathered and sourced
Independently verified against sources