India’s wholesale price inflation accelerated to 1.81% in January — its fastest pace in 10 months — overshooting expectations as manufacturing costs and vegetable prices rebounded.

India’s wholesale price index (WPI) rose 1.81% year-on-year in January, according to data released by the Ministry of Commerce and Industry. The figure exceeded a Reuters poll forecast of 1.25% and marked a sharp pickup from December’s 0.83% increase. Wholesale inflation was last higher in March 2025, at 2.25%.

The January print reflects a broadening of price pressures across manufactured goods and food items, even as fuel costs continued to decline.

Manufactured product prices — which account for roughly two-thirds of the WPI basket — rose 2.86% year-on-year in January, up from 1.82% in December. Higher prices of basic metals, textiles, and processed food products led to the acceleration.

A global rally in metal prices has pushed up input costs for Indian manufacturers. Higher global prices for steel, aluminum, and other industrial metals typically feed into construction, capital goods, automobiles, and infrastructure-related industries.

Madan Sabnavis, chief economist at Bank of Baroda, attributed part of the rise to global economic and political conditions that have lifted commodity prices. If sustained, such pressures could narrow corporate margins or prompt further pass-through to downstream sectors.

The uptick in manufacturing inflation also suggests firm domestic demand conditions, as producers may find it easier to pass on cost increases when demand is resilient.

Food Inflation Rebounds on Vegetables

Wholesale food prices rose 1.41% year-on-year in January after remaining flat in December.

Vegetable prices climbed 6.78% year-on-year, reversing a 3.5% contraction the previous month. The swing pinpoints the seasonal volatility that characterizes India’s agricultural supply chain. Weather variations, transportation constraints, and supply adjustments can produce sharp month-to-month fluctuations.

The rebound in vegetable prices was a key driver of the overall WPI acceleration. However, broader food inflation remained relatively contained, indicating that the increase was concentrated rather than widespread across the food basket.

Persistent food inflation at the wholesale level can eventually feed into retail prices, though the transmission is neither immediate nor uniform.

Fuel Prices Provide Partial Relief

Fuel and power prices declined 4.01% year-on-year in January, deepening from a 2.31% fall in December. Lower energy costs helped moderate the headline figure and offset part of the pressure from metals and food.

Energy prices have historically played a stabilizing role in India’s inflation cycle when global crude oil markets soften. If fuel deflation persists, it may cushion future wholesale price increases.

However, energy remains sensitive to geopolitical developments and global supply dynamics. Any reversal in crude or coal prices could quickly alter the inflation trajectory.

Implications for Monetary Policy

Wholesale inflation does not directly determine policy decisions by the Reserve Bank of India, which targets consumer price inflation. Nonetheless, WPI is closely monitored as an indicator of pipeline pressures.

An acceleration in wholesale inflation can signal cost-push dynamics that may eventually filter into retail prices, particularly in manufactured goods.

Economists said the January increase is unlikely to alter the immediate policy stance, especially if consumer inflation remains within tolerance levels. Sabnavis noted that the higher wholesale print would not influence monetary policy decisions at this stage.

The latest data suggest that India’s price structure is shifting:

• Industrial input costs are rising, linked to global commodity movements.
• Food prices are showing renewed volatility.
• Energy costs are acting as a buffer.

This configuration indicates moderate cost-push inflation rather than demand-led overheating.
Analysts expect wholesale inflation to stay above 1% in the near term if global metal prices remain elevated and domestic manufacturing activity strengthens further. However, sustained increases would likely require either a broader food price surge or a reversal in fuel deflation.

However, rising input costs may affect pricing strategies and profitability for businesses. For policymakers, the key question is whether wholesale pressures translate into consumer inflation and wage adjustments.

Overall, January’s data signal that upstream price pressures are building again, though not yet at levels that suggest macroeconomic instability.

ByteDance announced on Monday that it is taking steps to strengthen safeguards on its newly launched AI video generator Seedance 2.0 to prevent unauthorized use of intellectual property, following cease-and-desist letters from major U.S. studios, including Disney and Paramount Skydance.

The move comes just days after Seedance 2.0 went viral in China for generating highly realistic cinematic content—including scenes featuring Tom Cruise and Brad Pitt in a fight—drawing widespread comparisons to OpenAI’s Sora and DeepSeek’s video capabilities.

Disney’s letter, first reported by Axios on Sunday, accused ByteDance of using copyrighted characters from Star Wars, Marvel, and other franchises to train and power Seedance 2.0 without permission. A source familiar with the matter told Reuters that Disney alleged ByteDance had “pre-packaged” the model with a pirated library of characters, treating them as public-domain clip art. The letter claimed Seedance was reproducing, distributing, and creating derivative works featuring Spider-Man, Darth Vader, and other protected figures.

Paramount Skydance sent a similar cease-and-desist letter, accusing ByteDance of “blatant infringement” of its intellectual property, according to Variety over the weekend. ByteDance’s statement did not name specific studios or elaborate on the measures being implemented, saying only: “We are taking steps to strengthen current safeguards as we work to prevent the unauthorized use of intellectual property and likeness by users.”

The rapid response reflects the high legal and reputational stakes for ByteDance as it pushes Seedance 2.0—praised for controllability, speed, production efficiency, and polished first-try results—into both domestic and international markets. The model’s viral success during the early days of Lunar New Year has amplified attention, but also exposed it to immediate scrutiny from Hollywood studios protective of their IP.

Disney’s action follows a pattern. In recent months, the studio sent similar demands to Character.AI to stop unauthorized use of its characters. Notably, Disney signed a licensing deal with OpenAI in December 2025, granting the U.S. company rights to use Star Wars, Pixar, and Marvel characters in its Sora video generator—highlighting a stark contrast in how studios are willing to engage with U.S. versus Chinese AI firms.

Seedance 2.0’s ability to generate realistic videos from text prompts, images, or reference clips has drawn praise from creators. Stockholm-based creative advertising executive Billy Boman told CNBC the progress in AI video generation over the past two years has been “nothing short of exceptional.” Hugging Face researcher Adina Yakefu called Seedance 2.0 “one of the most well-rounded video generation models I’ve tested,” noting its ability to deliver satisfying results on simple prompts with polished visuals, music, and cinematography.

However, the controversy over IP infringement underscores a broader challenge for Chinese AI video generators. Hollywood studios view unauthorized use of their characters, likenesses, and copyrighted material as a direct threat to licensing revenue and brand control. ByteDance’s open-ended prompt flexibility—allowing users to generate content featuring well-known figures—has fueled viral clips but also invited swift legal pushback.

The timing is particularly sensitive as Seedance 2.0’s release and rapid viral spread occurred just before and during Lunar New Year, a high-engagement period when family sharing and social media usage spike. ByteDance appears to have aimed to dominate the conversation during the holiday, but the IP allegations risk overshadowing the technological achievement.

ByteDance has not yet responded publicly to the specific allegations from Disney and Paramount Skydance. The company’s statement focused on future safeguards rather than addressing past or current content generated by users.

The episode highlights growing friction between Chinese AI labs and Western content owners. While ByteDance, Alibaba (with RynnBrain), and Kuaishou (with Kling 3.0) have made rapid advances in video generation and embodied AI, U.S. studios are increasingly willing to enforce IP rights aggressively—especially when models can produce high-quality derivative works featuring protected characters. Disney’s licensing deal with OpenAI contrasts sharply with its stance toward Chinese firms, suggesting studios may be more open to partnerships with U.S. companies that can offer enforceable compliance and revenue-sharing arrangements.

The path forward will likely involve tighter content filters, stricter prompt moderation, and potentially licensing negotiations if ByteDance seeks broader international adoption.

The controversy arises as China’s AI video generation sector heats up. Seedance 2.0, Kling 3.0, and emerging competitors are closing the gap with OpenAI’s Sora in realism, controllability, and creative flexibility—often at lower cost and with fewer restrictions.