Sewing Line Efficiency in India: Every Published Benchmark, by Cluster and Year
What is good sewing efficiency in India? Rajesh Bheda Consulting put the average Indian apparel factory at 45–50% in February 2024, and Technopak put it at 44–47% in 2012–2013, with its "benchmark factory" at about 56%. A line that holds 60% overall, month after month, is at the level Bheda cites for China and Vietnam (60–65%).
Last checked: 20 Oct 2026
By the Mama Editorial Team. Every figure below carries its data year, publisher and sample. The full set of rows is in a downloadable file: sewing-line-efficiency-benchmarks-india.csv. All ₹ figures are worked examples on stated assumptions.
Verified against
- Technopak analysis of cluster efficiency, reproduced by IE consultant Prasanta Sarkar, Online Clothing Study, 2 July 2012
- Technopak presentation of 9 December 2013, table reproduced in Chaudhry and Faran, Lahore Journal of Economics 21:SE, September 2016, pp. 211–236
- Adhvaryu, Kala and Nyshadham, The Light and the Heat, NBER Working Paper 24314, February 2018, Table 1
- Adhvaryu, Kala and Nyshadham, Management and Shocks to Worker Productivity, working paper, November 2014, summary statistics
- Technopak for the Ministry of Textiles, Study on Garment Sector to understand their requirement for Capacity building, Annexures, January 2018, Annexure 5 and section 6.2.1
- Rajesh Bheda, quoted in Just Style, 26 February 2024
- Better Work country list, betterwork.org, and the EU-funded Ready-made Garment Productivity Project (CORDIS 669746)
- Checked 20 Oct 2026
Every published Indian benchmark, oldest first
| Data year | Geography | Sample | Efficiency (%) | Source |
|---|---|---|---|---|
| Before 2012 | Delhi/NCR | Not stated | 36–42 | Technopak via OCS, 2012 |
| Before 2012 | Ludhiana | Not stated | 40–45 | Same |
| Before 2012 | Bengaluru and Chennai | Not stated | 40–45 | Same |
| Before 2012 | Tirupur | Not stated | 42–50 | Same |
| Before 2012 | Average Indian factory | Not stated | 47 | Same |
| Before 2012 | Benchmark factory | Not stated | about 56 | Same |
| 2011 | Delhi/NCR | 10 factories, monthly sewing section | 30–45 (one at 60) | Sarkar, OCS, 2012 |
| Apr 2010 – Jun 2013 | Bengaluru region, one large garment firm | 30 units, 523 lines, 239,680 line-days | 55.2 mean actual; 62.0 mean budgeted | NBER w24314, Table 1 |
| 2013 | India, country average | Not stated | 44–46 | Technopak 2013, in LJE 2016 |
| Aug 2013 – Apr 2014 | Bengaluru, one factory | 17 lines, 1,763 workers, 860,804 worker-hours | 49.6 mean hourly (50.5 in low-pollution hours, 48.7 in high) | Adhvaryu et al., 2014 |
| Fieldwork before Jan 2018 | India, visited garment units | 9 of 14 units answered | 35 to 75–85, self-reported | Ministry of Textiles study, 2018 |
| 2024 | India, industry average | Not stated | 45–50 | Bheda, Just Style, 2024 |
The nine self-reported answers in the Ministry of Textiles questionnaires (Annexure 5, January 2018) were 35%, 40%, 48–52%, 57%, 58%, 65%, 65–70%, 70% and 75–85%. The other five Indian units left the efficiency question blank.
The same Ministry of Textiles study concluded that efficiency in India "has found to be lower than that in Sri Lanka and China but higher than that of Bangladesh", while pieces per machine in Bangladesh tend to be higher because factories there employ more people per machine and work longer hours (section 6.2.1, January 2018).
Low, typical and best: the three bands the sources support
A published decile split (bottom 10%, median, top 10%) of Indian sewing lines was not found in any source above, nor in Ministry of Textiles, AEPC or Better Work material (checked 20 Oct 2026). The bands below are read straight off the table, each with its source. They are not percentiles: Ludhiana and Bengaluru–Chennai (40–45%, Technopak 2012) straddle the low and typical bands.
| Band | Efficiency (%) | What anchors it |
|---|---|---|
| Low | 30–42 | Sarkar's 10 NCR factories, 30–45% monthly (2011); Technopak's NCR range, 36–42% (2012) |
| Typical | 44–50 | Technopak 47% average (2012) and 44–46% (2013); Bheda 45–50% (2024); one Bengaluru factory's worker-hours at 49.6% (2013–14) |
| Good | 55–62 | Technopak benchmark factory about 56% (2012); 55.2% actual and 62.0% budgeted (the planners' target) across 523 lines at one large garment firm (2010–13) |
| At the international benchmark | 60–65 | Bheda's figure for China and Vietnam (2024) |
How wide is the spread inside one country? For Bangladesh, the EU-funded Ready-made Garment Productivity Project reported from nearly 100 factories that lines at the 90th percentile are 50% more efficient than those at the 10th, a spread the project describes within factories (CORDIS 669746, project 2015–2021). No equivalent Indian figure was found (checked 20 Oct 2026).
Better Work, the ILO–IFC programme whose factory data is often quoted for garment productivity, does not list India among its countries (betterwork.org, checked 20 Oct 2026). So there is no Better Work efficiency series for Indian units.
Where the sources differ
India against its rivals. Technopak's December 2013 table put India at 44–46%, China at 55–57%, Vietnam at 40–42%, Bangladesh at 38–40% and Pakistan and Cambodia at 42–44% (LJE 2016, Table 1). Bheda's 2024 estimate puts China and Vietnam at 60–65%. The two disagree most on Vietnam, by about 20 points, eleven years apart.
Overall versus on-standard. Some factories divide earned minutes by every paid minute; others first remove logged downtime and off-standard work, which raises the number. The register-versus-month gap explains why the same line can show 85% in the MIS and 60% on dispatches. None of the consultancy figures above states which definition it used.
Line-day versus worker-hour. The NBER dataset measures actual output against target output per line per day; the 2014 paper measures each worker's output per hour. Both spread widely around the mean: a standard deviation of 26.2 points across line-days (2010–13) and 19.9 points across worker-hours (2013–14).
Self-reported answers. The 75–85% and 70% answers in the Ministry questionnaire are each unit's own number with no definition attached. Bangladesh units in the same annexure gave answers from 51% to 95%, and Vietnam units from 55–65% to 90%.
Budget versus actual. At the large Bengaluru garment firm, mean actual efficiency (55.2%) ran about 7 points below the efficiency the planners budgeted (62.0%), across 239,680 line-days in 2010–2013 (NBER w24314, Table 1).
What a band is worth: a ₹ example
One point of sewing efficiency is worth about 1% of the annual sewing wage bill, because it turns 1% of minutes you already pay for into output (the 1% maths).
Assume an all-in cost of ₹15,000 per operator per month, covering wage, PF/ESI and a share of helpers and supervisors. This is an illustrative figure: the statutory floor is your state's current minimum-wage notification for the tailoring or garment trade, revised by most states twice a year.
| Sewing floor | Annual wage bill (₹) | 1 point (₹/year) | 45% → 50% typical-top (₹/year) | 45% → 56% Technopak benchmark (₹/year) |
|---|---|---|---|---|
| 200 operators | 3.6 crore | 3.6 lakh | 18 lakh | 39.6 lakh |
| 500 operators | 9.0 crore | 9.0 lakh | 45 lakh | 99 lakh |
| 1,000 operators | 18.0 crore | 18.0 lakh | 90 lakh | 1.98 crore |
Bheda estimated in February 2024 that Indian apparel manufacturing has an improvement potential of 15% that can be realised within 12 months (Just Style). To run the numbers for your own floor, use the sewing efficiency calculator.
What these benchmarks cannot tell you
Product mix. A T-shirt line and a structured-jacket line are not comparable on one percentage; the Ministry study notes India's cost position differs between low and high work-content products (section 6.1.1, 2018).
Your SAM. Every efficiency figure is only as honest as the standard minutes behind it. A SAM 10% loose lifts efficiency by about 10% of its value without one more garment shipped.
Age. Nine of the twelve rows describe data from 2013 or earlier. The only 2024 figure is one consultant's estimate with no published sample.
What a camera sees. Cameras can show when a line is running, starved of bundles, waiting for a mechanic or idle at the shift edges. They cannot read a SAM, judge stitch quality or work out an efficiency percentage on their own; that still needs your output count and your standards.
Where Mama fits
To compare yourself with these bands you need a number you trust. Mama reads the factory's existing cameras and each morning sends the owner a short note on where line hours leaked yesterday: lines stopped, starved or idle. It counts lines and flow, not individual operators. For the full picture of where the minutes go, see where your sewing minutes go and the textile overview, making more from the lines you already pay for. To see what this would look like on your floor, leave an email or phone in the form below.
FAQ
What is the average efficiency of a garment factory in India? Published estimates sit at 44–50%: Technopak put the average Indian factory at 47% (2012) and India at 44–46% (2013), and Rajesh Bheda Consulting put it at 45–50% (February 2024). No national survey with a published sample exists (checked 20 Oct 2026).
What is a good sewing line efficiency? Against Indian published data, 55–62% is good: Technopak's benchmark factory was about 56% (2012), and one large Bengaluru garment firm averaged 55.2% actual across 523 lines in 2010–2013. Holding 60% overall puts a line at the level Bheda cites for China and Vietnam.
Is Indian sewing efficiency lower than Bangladesh? The sources say no. Technopak's 2013 table put Bangladesh at 38–40% against India's 44–46%, and the Ministry of Textiles study (2018) found India's efficiency higher than Bangladesh's, though Bangladesh produces more pieces per machine.