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Romania · Clerical support workers
Clean a 200-row contact list in Romania
De-duplicate and normalise a 200-row contact list. A person costs about €2.90 in wages per task. An AI agent with a short human check costs about €0.53.
Where the numbers come from
| Line | Value | Basis |
|---|---|---|
| Hourly wage, clerical support workers | €5.79/h | Eurostat SES 2022, mean gross hourly earnings, firms with 10+ employees |
| Hourly labour cost, all jobs | €13.60/h | Eurostat lc_lci_lev, 2025, includes employer social contributions |
| Minutes a person takes | 30 min | estimate |
| Tokens per task, in / out | 21,000 / 12,000 | estimate 3 model calls |
| Agent tokens (Claude Sonnet 5.5) | €0.15 | $2 in / $10 out per 1M tokens, read 2026-10-28; $1 = €0.8969 (ECB 2026-10-27) |
| Human check of agent output | €0.39 | 4 min at the same wage estimate |
| Break-even volume | 41 tasks | 8 setup hours of a professional at €11.83/h estimate |
Wages are from 2022 and exclude employer contributions, so they understate today's cost of a person. The full labour cost line is 2025 but averages all jobs. Treat both as a range.
Same task, every model
| Model | Tokens only | With check | Person ÷ agent |
|---|---|---|---|
| GPT-6 Luna · OpenAI | €0.0073 | €0.39 | 7.4× |
| Claude Haiku 5.5 · Anthropic | €0.0073 | €0.39 | 7.4× |
| Mistral Large * · Mistral AI | €0.03 | €0.41 | 7× |
| Gemini 3.8 Flash · Google | €0.05 | €0.44 | 6.6× |
| GPT-6.1 Terra · OpenAI | €0.07 | €0.46 | 6.3× |
| Claude Sonnet 5.5 · Anthropic | €0.15 | €0.53 | 5.4× |
| GPT-6.1 Sol · OpenAI | €0.15 | €0.53 | 5.4× |
| Claude Opus 5.5 · Anthropic | €0.29 | €0.68 | 4.3× |
Standard-tier list prices read 2026-10-28. Batch discounts not applied. * Mistral price not confirmed in a price table. Price sources
Try your own numbers
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