Turing
Data labeling & evaluation · https://www.turing.com
Verdict: Buy · Confidence: medium · Reviewed 2026-10-15
Turing told Reuters its revenue tripled to $300 million in 2024 and that it had reached profitability, with OpenAI, Google, Anthropic, and Meta as clients. The March 2025 Series E was $111 million at a $2.2 billion valuation, a multiple that disclosed revenue can support, with the caveat that lab demand can move.
Rubric
| Dimension | Score (1–5) | Notes & sources |
|---|---|---|
| Real customers & revenue quality Are there named paying customers, recurring revenue, and retention evidence? | 5/5 | Per Reuters on January 28, 2025, Turing said revenue tripled to $300 million last year and it reached profitability, and it named OpenAI, Google, Anthropic, and Meta as clients. TechCrunch later quoted about $300 million of ARR, versus $167 million ARR when the Series E was priced, according to the company’s release.
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| Unit economics Do gross margins survive inference/compute costs? Is pricing durable? | Unknown | Unknown — no public figure found. |
| Moat Proprietary data, distribution, switching costs, or tech that is hard to copy? | 4/5 | Turing combines a vetted coder network, which TechCrunch said the company counts at some 4 million coders, with model-training work for frontier labs. The older remote-hiring line still contributes revenue, per CEO Jonathan Siddharth, though he did not split the dollars. Lab customers can rebid the work.
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| Platform risk Could a model provider or incumbent ship this as a feature? (higher score = lower risk) | 3/5 | Supplying human experts and code data to OpenAI and peers is valuable and replaceable. Turing also sells enterprise apps on top of those models, per TechCrunch, which is a second line a platform could offer itself.
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| Team & execution Shipping cadence, leadership track record, stability. | 4/5 | CEO Jonathan Siddharth was the spokesperson for both the Reuters revenue comment and the Series E. TechCrunch described a shift from remote hiring into AI training without abandoning the older line. No leadership departure was reported in those pieces.
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| Funding vs. traction Is capital raised justified by verifiable traction? | 4/5 | Per TechCrunch, the Series E was $111 million at a $2.2 billion valuation, ARR was about $300 million, and the round was priced when ARR stood at $167 million. TechCrunch also said total funding was $225 million. Reuters had already reported 2024 revenue of $300 million. Disclosed sales are large relative to the valuation, and no later 2026 update was found.
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| Hype signals Demo-driven marketing, vague metrics, valuation outrunning evidence? (higher score = fewer red flags) | 4/5 | Revenue and the round were stated by the company to Reuters, TechCrunch, and Business Wire. The “AGI” branding in the release is promotional, and the dollar figures are specific.
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Listing source: https://www.turing.com. Revenue, users, and valuation figures appear only when publicly sourced; otherwise they are marked unknown.