Nepal Imports
Nepal · Monthly series · EC-NP-IMP
Latest, August 2026
214.08B NPR
+14.2% from July 2026
Forecast
Forecast for August 2027: 209.16B NPR, with an 80% interval of 141.00B NPR to 282.41B NPR.
| Period | Forecast | 80% low | 80% high |
|---|---|---|---|
| September 2026 | 206.91B NPR | 170.25B NPR | 240.27B NPR |
| October 2026 | 206.07B NPR | 181.22B NPR | 230.26B NPR |
| November 2026 | 206.44B NPR | 169.35B NPR | 244.49B NPR |
| December 2026 | 206.38B NPR | 167.98B NPR | 246.13B NPR |
| January 2027 | 206.67B NPR | 169.93B NPR | 246.21B NPR |
| February 2027 | 206.95B NPR | 171.31B NPR | 245.12B NPR |
| March 2027 | 207.22B NPR | 146.55B NPR | 272.69B NPR |
| April 2027 | 207.54B NPR | 148.25B NPR | 268.19B NPR |
| May 2027 | 207.85B NPR | 166.14B NPR | 251.86B NPR |
| June 2027 | 208.16B NPR | 134.74B NPR | 286.00B NPR |
| July 2027 | 208.94B NPR | 145.82B NPR | 273.35B NPR |
| August 2027 | 209.16B NPR | 141.00B NPR | 282.41B NPR |
AI confidence
Supported evidenceThe point forecast beat the no-change baseline overall and in a majority of the evaluated tests.
Model: Agentic Investor TSFM (foundation model)
- Accuracy vs naive
- +24%Beats the no-change baseline over 12 tests (12 tests, 9 won)
- Direction
- 65%No clear edge over a coin flip (93 of 144 calls right in 12 tests)
- Turning points
- 9 of 81Anticipated some turns (81 turns in 12 tests, 0 without a turn)
- Error vs baseline
- 24% lowerError ratio 0.76; 1.00 is a tie.
- Tests won
- 9 / 12Complete rolling backtests; ties count as no win.
- Test period
- 2014-09-01 to 2026-08-0112 observations ahead per test.
- 80% band coverage
- 83%Observed outcomes inside the band across all stored test windows.
- Band coverage uses all stored test windows, including model-selection windows when present; it does not determine the confidence label.
- Evaluated 2026-11-15 against the cached history through 2026-08-01.
- This is an evaluation of the serving model; it does not establish a winner across four model classes.
How this assessment is made
AI confidence describes historical evidence for this forecast, not a probability of being correct. Each backtest fits on data available before its test window. The baseline carries the last value forward. Supported evidence requires at least six complete, non-overlapping tests, an error ratio below 0.90 (rounded to two decimals), and wins in a majority of tests. Ratios from 0.90 to below 1.10 are on par; 1.10 or above is weak evidence. Inconsistent wins produce mixed evidence. For a selected model, only the recent tests excluded from model selection determine this label. These are historical simulations using the available data, not a live trading track record; revisions and foundation-model pretraining can limit how closely they reproduce a past decision. Past performance can change.
Model comparison
Comparison pendingA new ticker first receives its serving model's forecast and evaluation. An eligible nightly batch can compare both candidates, subject to call budgets and retry limits.
Reading
It is above 99% of the 119 earlier readings since September 2016.
Recent history (24 observations)
| Period | Value |
|---|---|
| August 2026 | 214.08B NPR |
| July 2026 | 187.44B NPR |
| June 2026 | 202.28B NPR |
| May 2026 | 201.46B NPR |
| April 2026 | 202.14B NPR |
| March 2026 | 201.25B NPR |
| February 2026 | 165.76B NPR |
| January 2026 | 184.46B NPR |
| December 2025 | 172.83B NPR |
| November 2025 | 156.74B NPR |
| October 2025 | 141.37B NPR |
| September 2025 | 162.93B NPR |
| August 2025 | 162.11B NPR |
| July 2025 | -1.66T NPR |
| June 2025 | 159.33B NPR |
| May 2025 | 170.61B NPR |
| April 2025 | 164.66B NPR |
| March 2025 | 163.97B NPR |
| February 2025 | 156.98B NPR |
| January 2025 | 166.22B NPR |
| December 2024 | 160.88B NPR |
| November 2024 | 148.10B NPR |
| October 2024 | 122.64B NPR |
| September 2024 | 128.21B NPR |
Source
Data: public market data feeds.
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