Government data

UK PPI Output Manufactured Products Index, July 2026

What will the ONS first-print value be for GD6Y, PPI INDEX OUTPUT TOTAL - C Manufactured products, excluding Duty 2015=100, for 2026 JUL?

Overdue · was due Aug 19, 2026

The resolver has no route for this target's reference. The target was registered with a generic source link rather than a resolver binding.

NO_ROUTE_GENERIC_URL · resolver status as of Oct 19, 2026

Forecast

+154.0
+152.9–+155.1
80% prediction interval
gpt-5.5Run record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%+151.3+154.0+156.8Forecast value

Shaded band: 80% interval (+152.9–+155.1). Dashed line: point estimate (+154.0).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Analysis

§UK GD6Y July 2026 first-print forecast

Framing and exact resolver: this forecast targets ONS series GD6Y, PPI INDEX OUTPUT TOTAL - C Manufactured products, excluding Duty 2015=100, for 2026 JUL, in index_points. The resolving variant is the ONS first-print monthly time-series value from the Producer price inflation UK July 2026 time series release; all anchors below use the same GD6Y manufactured-products excluding-duty index variant.

▸ Reported tool use: official.lookupmodel report
Checked the ONS release calendar for Producer price inflation, UK: July 2026 and its connected time-series release.
↳ The ONS release calendar lists Producer price inflation, UK: July 2026 time series for 19 August 2026 at 7:00am, confirmed; the same calendar page also lists Producer price inflation, UK: July 2026 for 19 August 2026 at 7:00am.
▸ Reported tool use: official.lookupmodel report
Fetched ONS GD6Y monthly values from the official time-series page.
↳ GD6Y values fetched from ONS: 2026 MAR 149.5, 2026 APR 152.2, 2026 MAY 152.6, 2026 JUN 153.4; 2026 Q2 is 152.7 and 2025 JUL is 144.3.
▸ Reported tool use: official.lookupmodel report
Fetched ONS PPI dataset page metadata for the current published vintage.
↳ The ONS Producer price inflation time series dataset current page has Release date 22 July 2026 and Next release 19 August 2026; the 22 July 2026 vintage contains June 2026 data, and the previous version was superseded 22 July 2026 07:00.
▸ Reported tool use: official.lookupmodel report
Fetched the June 2026 ONS Producer price inflation bulletin for current-release context.
↳ ONS reported producer output factory gate prices rose 3.5% in the year to June 2026, down from 3.7% in May, and monthly output prices were flat in June; input prices rose 7.3% annually and fell 2.0% monthly; coke and refined petroleum output prices rose 43.0% annually but fell 5.9% monthly in June.

Reference class/base rate: for this level index, I used recent month-to-month GD6Y changes as the base rate, with the last 29 monthly changes from 2024 JAN to 2026 JUN averaging +0.414 index points and a sample standard deviation of 0.823. This volatility sample excludes the target month by construction. July-only changes from 2016 through 2025 averaged about +0.650, with a sample standard deviation about 0.868.

Prior/update/interval: persistence prior is June GD6Y 153.4 plus the historical July seasonal mean change of +0.65, tempered slightly because the June bulletin showed output PPI annual inflation easing and petroleum output prices falling; level component 153.4, momentum/seasonal component +0.6, one-off petroleum drag about -0.1 relative to spring momentum, policy-mechanism effect 0.0, giving point 154.0. For the interval, using recent level-series successive changes, sigma = 0.823 index points, so 1.28*sigma = 1.054; rounding to a one-decimal first print gives an 80% interval of 154.0 +/- 1.1 = [152.9, 155.1].

Counter-consideration: upside risk is a renewed July jump in refined petroleum, metals, or other manufactured-output prices after the Middle East-linked volatility noted by ONS, which would land above the interval if GD6Y rises more than 1.7 points from June. Downside risk is a sharper reversal in petroleum and imported input costs feeding into factory-gate prices, which would land outside the interval below 152.9 if GD6Y falls by more than 0.5 points from June.

Review disposition: accepted the reviewer suggestion to clarify that the 22 July 2026 dataset vintage contains June 2026 data, not target-month leakage, and added that the volatility sample excludes the target month. I also tightened the resolver language to first-print only.

Key drivers

  • Recent GD6Y level momentum remained positive through June 2026
  • June bulletin said headline output PPI annual inflation eased to 3.5% and monthly output prices were flat
  • Refined petroleum output prices fell in June, limiting near-term upside from the spring spike
  • July seasonal changes in GD6Y since 2016 average about +0.65 index points

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
Office for National Statistics Producer price inflation time series, series GD6Y
Resolution date
August 19, 2026· outcome not recorded
Resolution rule
Resolve to the first ONS-published value for 2026 JUL in time series GD6Y, PPI INDEX OUTPUT TOTAL - C Manufactured products, excluding Duty 2015=100, on the 19 August 2026 Producer price inflation UK July 2026 time series release. Use the one-decimal index value exactly as first printed by ONS; ignore later revisions and superseded files.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.5 · fast · v2.5.9

pre-submit review · completed

The draft is publication-ready; resolver, prior/update logic, interval construction, tails, and JSON fields are coherent with the ledger target.

  • info optional_suggestion: Clarify the metadata phrase “latest dataset file is the July 2026 vintage” to “22 July 2026 vintage containing June 2026 data” to avoid any appearance of target-month leakage.
  • info optional_suggestion: If space permits, state whether the 2024 JAN to 2026 JUN volatility sample excludes the target month by construction.

disposition not applicable: Review disposition: accepted the reviewer suggestion to clarify that the 22 July 2026 dataset vintage contains June 2026 data, not target-month leakage, and added that the volatility sample excludes the target month. I also tightened the resolver language to first-print only.

disposition not applicable: Review disposition: accepted the reviewer suggestion to clarify that the 22 July 2026 dataset vintage contains June 2026 data, not target-month leakage, and added that the volatility sample excludes the target month. I also tightened the resolver language to first-print only.

Activity artifacts

Complete original trace

§UK GD6Y July 2026 first-print forecast

Framing and exact resolver: this forecast targets ONS series GD6Y, PPI INDEX OUTPUT TOTAL - C Manufactured products, excluding Duty 2015=100, for 2026 JUL, in index_points. The resolving variant is the ONS first-print monthly time-series value from the Producer price inflation UK July 2026 time series release; all anchors below use the same GD6Y manufactured-products excluding-duty index variant.

▸ Reported tool use: official.lookupmodel report
Checked the ONS release calendar for Producer price inflation, UK: July 2026 and its connected time-series release.
↳ The ONS release calendar lists Producer price inflation, UK: July 2026 time series for 19 August 2026 at 7:00am, confirmed; the same calendar page also lists Producer price inflation, UK: July 2026 for 19 August 2026 at 7:00am.
▸ Reported tool use: official.lookupmodel report
Fetched ONS GD6Y monthly values from the official time-series page.
↳ GD6Y values fetched from ONS: 2026 MAR 149.5, 2026 APR 152.2, 2026 MAY 152.6, 2026 JUN 153.4; 2026 Q2 is 152.7 and 2025 JUL is 144.3.
▸ Reported tool use: official.lookupmodel report
Fetched ONS PPI dataset page metadata for the current published vintage.
↳ The ONS Producer price inflation time series dataset current page has Release date 22 July 2026 and Next release 19 August 2026; the 22 July 2026 vintage contains June 2026 data, and the previous version was superseded 22 July 2026 07:00.
▸ Reported tool use: official.lookupmodel report
Fetched the June 2026 ONS Producer price inflation bulletin for current-release context.
↳ ONS reported producer output factory gate prices rose 3.5% in the year to June 2026, down from 3.7% in May, and monthly output prices were flat in June; input prices rose 7.3% annually and fell 2.0% monthly; coke and refined petroleum output prices rose 43.0% annually but fell 5.9% monthly in June.

Reference class/base rate: for this level index, I used recent month-to-month GD6Y changes as the base rate, with the last 29 monthly changes from 2024 JAN to 2026 JUN averaging +0.414 index points and a sample standard deviation of 0.823. This volatility sample excludes the target month by construction. July-only changes from 2016 through 2025 averaged about +0.650, with a sample standard deviation about 0.868.

Prior/update/interval: persistence prior is June GD6Y 153.4 plus the historical July seasonal mean change of +0.65, tempered slightly because the June bulletin showed output PPI annual inflation easing and petroleum output prices falling; level component 153.4, momentum/seasonal component +0.6, one-off petroleum drag about -0.1 relative to spring momentum, policy-mechanism effect 0.0, giving point 154.0. For the interval, using recent level-series successive changes, sigma = 0.823 index points, so 1.28*sigma = 1.054; rounding to a one-decimal first print gives an 80% interval of 154.0 +/- 1.1 = [152.9, 155.1].

Counter-consideration: upside risk is a renewed July jump in refined petroleum, metals, or other manufactured-output prices after the Middle East-linked volatility noted by ONS, which would land above the interval if GD6Y rises more than 1.7 points from June. Downside risk is a sharper reversal in petroleum and imported input costs feeding into factory-gate prices, which would land outside the interval below 152.9 if GD6Y falls by more than 0.5 points from June.

Review disposition: accepted the reviewer suggestion to clarify that the 22 July 2026 dataset vintage contains June 2026 data, not target-month leakage, and added that the volatility sample excludes the target month. I also tightened the resolver language to first-print only.

calibrated forecast · 80% CI
+154.0[+152.9 · +155.1]
Target metadata

Data point: ons.ppi.output_manufactured_products_index.2026_07.first_print

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