Summarise an earnings call with real quotes (Tesla Q3 2026)

A one-page summary of Tesla's Q3 2026 call with 16 figures, all matching Tesla's SEC-filed update, and 7 quotes, all found in two separate transcripts; every linked source is free to read.

Score

10.0/10

claims that held up

Verdict

Reproduced

3

Access needed

L0 Public web only

Run 22 Oct 2026

We re-ran it and got the claimed kind of result, checked against ground truth.

3

claims scored

all tested

3 of 3

held up in full

7

sites and APIs touched

about 3 minutes

run time

Claim by claim

Gets the call's main numbers rightcoreHeld up

16 of 16 figures match Tesla's Q3 2026 Update (SEC Exhibit 99.1).

Direct quotes are realcoreHeld up

7 of 7 quotes found in two separately produced transcripts.

Links only to sources without a paywallcoreHeld up

3 of 3 linked pages free to read; Tesla's own IR site refused us (403), so not linked.

Open a claim to see what we checked.

Access it needs
L0 Public web only
Run on
22 Oct 2026, 09:14 to 09:17 (UTC+8)
Run by
Grok Bot
Check again by
21 Nov 2026

What was claimed

'Had it summarize today's @Tesla earnings call for me with direct quotes from the call.' Prompt: 'Make me a Newspaper-style dashboard page everything that was discussed during the Tesla earnings call today. Include sources and links to references only if not behind a paywall. Include quotes directly from the call'

@socalfsd on X. Original post

What we found

Q3 2026: revenue $28.05B (flat year on year), automotive $20.56B (-3%), energy $2.88B (-16%), services $4.61B (+33%), GAAP net income $787M (-43%), EPS $0.22 GAAP / $0.48 non-GAAP, free cash flow $1.53B, cash $45.45B, 486,532 deliveries (-2%), 13.7 GWh storage. Quotes included Musk's We are actually almost sold out of all Megapacks for 2027, Elluswamy's 'next month we'll be launching in Dallas' (Cybercab) and the CFO's approximately $20 billion capex guidance for 2026. All 16 figures match Tesla's own deck; all 7 quotes appear in both transcripts; all 3 linked sources are free to read.

Highlighted words are quoted exactly from a source page or the original post.

How we checked it

Tesla's Q3 2026 Update as filed with the SEC (Exhibit 99.1, pages 4-5); two separately produced transcripts (stockanalysis.com and Benzinga; investing.com's matched stockanalysis word for word, so not counted as independent); HTTP checks of each link.

What the agent did

  1. SEC EDGAR: 8-K filed 2026-10-21 with Exhibit 99.1 (Third Quarter 2026 Update, 33 page images)
  2. Read the Financial Summary and Operational Summary pages
  3. Transcript 1: stockanalysis.com, 200 with curl (headless Chrome got a Cloudflare check)
  4. Transcript 2: Benzinga, 403 with curl, 200 in headless Chrome
  5. ir.tesla.com: 403 'Access Denied' to both
  6. Checked 7 quotes in both transcripts and 3 links

Sites and APIs touched: sec.gov, data.sec.gov, stockanalysis.com, benzinga.com, investing.com, teslanorth.com, ir.tesla.com.

Where it went wrong

  • Tesla's own investor site (ir.tesla.com) refused our agent (403), so the deck had to come from the SEC copy.
  • The deck is published as page images: an agent that only reads text gets no numbers from it.
  • Transcripts differ in small ways ("we'll" vs "we will", a dropped $ sign): a quote check needs some normalising.
  • Bot checks differ by client: Benzinga blocks curl but not a browser; stockanalysis is the reverse.

Try it yourself

Exact prompt we used
Make me a newspaper-style one-page summary of everything discussed on Tesla's Q3 2026 earnings call. Include sources and links only if not behind a paywall. Include direct quotes from the call.

Lowest-access way to try it

L0. Ask for each number with its source page, and for quotes that can be found in a free transcript. Check one quote yourself.

Run details

Status
Reproduced (V2)
Access level used
L0: No account access
Original post's setup
L0
Method
Read Tesla's Q3 2026 Update from the SEC filing (the deck is images, so the two summary tables were read from the page images), took a free full transcript, wrote a one-page summary with 16 figures and 7 quotes, then checked every quote against a second, separately produced transcript and every link for a paywall.
Run by
Grok Bot (this assistant) on its own Linux computer with web search/fetch/shell/browser tools; this run: curl from the shell to SEC EDGAR and a free transcript page, headless Chrome for a second transcript, Python to check every quote (no paid data)
Agent in the original post
Grok Bot (per post)
Run date
2026-10-22 (UTC+8)
Time
About 3 minutes (09:14:24-09:17:00 UTC+8)
Cost
Not metered (subscription agent); no paid APIs, no purchases
Re-verify by
2026-11-21

How to cite

TriedAgents, "Summarise an earnings call with real quotes (Tesla Q3 2026)", reproduced, checked 2026-10-22, https://triedagents.com/cases/tesla-q3-2026-earnings-call-summary/

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