◈ TRANSPARENCY & METHODOLOGY

SOURCES &
INTELLIGENCE FRAMEWORK

Every claim on this platform is sourced. Every source has a bias label. Truth is not found in one source — it is triangulated across many, from all sides of every conflict. We pull from Western think tanks, Ukrainian state media, Russian state media, independent OSINT analysts, neutral wire services, and YouTube analysts. You decide what to believe. We show you everything.

◈ HOW WE WORK
01
MULTI-SOURCE TRIANGULATION
No single source is treated as ground truth. Every data point — casualty figures, territorial claims, front line positions — is cross-referenced across a minimum of 3 sources from opposing perspectives. Where sources disagree, we show all versions and label the origin.
02
BIAS LABELLING
Every source carries a transparent bias label. ISW is Western-funded with a pro-Ukraine editorial lean. RIA Novosti is Russian state media. DeepState is Ukrainian-run. Al Jazeera is Gulf-funded. Knowing the bias of a source is as important as knowing the source itself.
03
OSINT VERIFICATION
Open-source intelligence — geolocated footage, satellite imagery, intercepted communications — is the gold standard. Claims supported by verifiable OSINT carry more weight than official statements from any government or military on any side of any conflict.
04
FIGURES ARE ESTIMATES
Casualty figures, territorial data, and displacement numbers are estimates compiled from multiple sources. In active war zones, no figure is precise. We present ranges where possible and always attribute the source. The truth is likely somewhere between the competing claims.
05
NO EDITORIALISING
We do not take sides. We do not use loaded language. We describe actions, not assign moral judgement. A strike is a strike. An advance is an advance. Our job is to present the facts — your job is to form your own conclusions about what they mean.
06
CONTINUOUS UPDATES
The battlefield changes daily. Our front line data, intel feed, and conflict statistics are updated continuously by cross-referencing live sources. All data carries a timestamp and source attribution. Stale data is worse than no data — accuracy over speed, always.
◈ SOURCE BIAS SPECTRUM
WESTERN / PRO-UA LEAN INDEPENDENT / NEUTRAL MIXED / ANALYSIS PRO-RU LEAN RUSSIAN STATE

No source is perfectly neutral. Bias does not mean a source is wrong — it means its framing, emphasis, and omissions are shaped by perspective. A Russian state source may accurately report Russian advances while omitting Russian losses. A Ukrainian state source does the reverse. Using both together gets you closer to reality.

🏛 THINK TANKS & RESEARCH INSTITUTIONS 4 SOURCES
ISW — Institute for the Study of War
WESTERN LEAN
Washington D.C.-based think tank. Produces daily Ukraine front line assessments, control-of-terrain maps, and offensive campaign analysis. Funded by Western donors. Editorial lean is pro-Ukraine but data methodology is rigorous and widely cited.
DAILY MAPS FRONT LINE OSINT
understandingwar.org ↗
ACLED — Armed Conflict Location & Event Data
NEUTRAL
Independent nonprofit tracking political violence and protests globally. One of the most rigorous conflict datasets available. Used by governments, UN agencies, and researchers. Covers Ukraine, Sudan, Myanmar, Sahel and most active conflicts.
GLOBAL CASUALTY DATA EVENT TRACKING
acleddata.com ↗
RUSI — Royal United Services Institute
WESTERN LEAN
UK-based defence and security think tank. Produces detailed analysis on weapons systems, tactics, and strategic dynamics. Strong technical analysis on drone warfare, EW, and combined arms operations.
MILITARY TECH TACTICS UK-BASED
rusi.org ↗
Oryx — Equipment Loss Tracking
OSINT / NEUTRAL
Visual evidence-based tracking of destroyed, damaged, and captured military equipment. Every entry requires photographic or video confirmation. The gold standard for equipment loss data — both Russian and Ukrainian losses are tracked equally.
EQUIPMENT LOSSES PHOTO-VERIFIED BOTH SIDES
oryxspioenkop.com ↗
🗺 LIVE MAPPING & OSINT TRACKERS 3 SOURCES
LiveUAMap
UA LEAN
Real-time conflict mapping platform. Founded in Ukraine in 2014. Covers multiple global conflicts but Ukraine is the flagship product. Strong on event-level granularity. Acknowledges Ukrainian editorial perspective — use alongside Russian sources for balance.
REAL-TIME EVENTS UKRAINE FOCUS
liveuamap.com ↗
DeepState Map
PRO-UKRAINE
Ukrainian-run OSINT mapping project. Extremely granular — tracks to village level. Widely considered the most detailed Ukraine front line map available. Explicitly pro-Ukraine editorial stance. Valuable for precision but must be balanced against Russian sources.
VILLAGE-LEVEL UKRAINE DAILY UPDATES
deepstatemap.live ↗
SouthFront / Rybar (Russian OSINT)
PRO-RUSSIA
Russian milblogger and mapping sources. Pro-Russian editorial lean — used to triangulate against Western sources. Rybar in particular provides granular Russian-perspective front line mapping. Take all claims with appropriate scepticism and cross-reference.
RUSSIAN PERSPECTIVE MILBLOGGERS FRONT LINE
📡 WIRE SERVICES & NEWS AGENCIES 5 SOURCES
Reuters
NEUTRAL
Global wire service. Publishes from both sides of most conflicts. Bound by strict editorial standards. Avoids overt political framing. One of the most reliable sources for breaking factual developments.
BREAKING NEWSGLOBAL
reuters.com ↗
Associated Press (AP)
NEUTRAL
US wire service with global bureaus. Strong fact-checking standards. Widely redistributed. One of the most cited sources in conflict reporting globally.
BREAKING NEWSGLOBAL
apnews.com ↗
Al Jazeera
GULF-FUNDED
Qatar state-funded broadcaster. Strong coverage of Middle East, Africa, and Global South conflicts often underreported by Western media. Gulf political interests shape some editorial decisions — particularly on Iran, Israel, and Gulf conflicts.
MIDDLE EASTAFRICAGLOBAL SOUTH
aljazeera.com ↗
TASS / RIA Novosti
RUSSIAN STATE
Official Russian state media agencies. Used to understand Russian official positions and claims. Not used as factual ground truth — all claims cross-referenced. Essential for understanding what Russia says publicly, which itself is intelligence data.
RUSSIAN OFFICIALSTATE MEDIA
Ukrinform
UKRAINE STATE
Ukrainian state news agency. Used to understand Ukrainian official positions and claims. Same treatment as Russian state media — official positions are intelligence data, not necessarily ground truth. Cross-referenced with independent sources.
UKRAINE OFFICIALSTATE MEDIA
ukrinform.net ↗
🌐 UN & HUMANITARIAN ORGANISATIONS 3 SOURCES
UN OCHA
NEUTRAL
UN Office for the Coordination of Humanitarian Affairs. Primary source for humanitarian data — displacement figures, civilian casualties, aid access. Used for Sudan, Ukraine, Yemen, Myanmar, Haiti conflict statistics.
HUMANITARIANDISPLACEMENTGLOBAL
unocha.org ↗
UNHCR
NEUTRAL
UN Refugee Agency. Primary source for displacement and refugee figures globally. Used for all conflict zones — Ukraine, Sudan, Myanmar, Sahel.
REFUGEESDISPLACEMENT
unhcr.org ↗
IAEA
NEUTRAL
International Atomic Energy Agency. Primary source for Zaporizhzhia Nuclear Power Plant monitoring and safety status. Sends inspection teams to the ZNPP and publishes regular safety reports.
ZNPPNUCLEARUKRAINE
iaea.org ↗
▶ YOUTUBE ANALYSTS & INDEPENDENT MEDIA 6 CHANNELS
History Legends
YOUTUBE
ANALYSIS / MIXED
Montreal-based military historian Alexandre Robert. Produces detailed front line mapping and OSINT analysis. Uses data from multiple sides. Known for challenging both pro-Ukraine and pro-Russia narratives when evidence demands it. Recommended by Defense Politics Asia.
MAPPINGOSINTUKRAINE WAR
youtube.com/@historylegends ↗
Defense Politics Asia
YOUTUBE + WEB
ANALYSIS / NEUTRAL
Southeast Asia-based military and geopolitical analysis channel. Covers Ukraine, Middle East, Indo-Pacific, and global conflicts. Known for measured, data-driven analysis. Also maintains a companion website with conflict maps and articles.
GLOBALGEOPOLITICSMAPS
defensepoliticsasia.com ↗
Perun
YOUTUBE
ANALYSIS / WESTERN LEAN
Australian defence analyst. Produces long-form, deeply researched essays on military economics, logistics, industrial capacity, and strategy. Considered one of the most rigorous independent military analysts online. Slight Western lean but evidence-based.
STRATEGYLOGISTICSECONOMICS
youtube.com/@Perun_ ↗
Anders Puck Nielsen
YOUTUBE
ANALYSIS / NEUTRAL
Danish naval captain and military analyst at the Royal Danish Defence College. Academic rigour combined with accessible delivery. Known for not sugar-coating assessments to please either side. Specialty in maritime and NATO strategy.
ACADEMICMARITIMENATO
youtube.com/@anderspuck ↗
Weeb Union
YOUTUBE
OSINT / MIXED
Independent OSINT-focused channel. Detailed front line mapping and geolocated footage analysis. Recommended by History Legends as one of the best for military mapping. Cross-references multiple sources.
OSINTGEOLOCATEDMAPPING
youtube.com/@WUNewsroom ↗
War Gonzo
YOUTUBE
PRO-RUSSIA LEAN
Russian-aligned military analysis channel. Included deliberately to represent the Russian perspective on tactical and strategic developments. Pro-Russian editorial lean — cross-reference all claims. Understanding Russian framing is essential for genuine balance.
RUSSIAN VIEWTACTICALBALANCE
✈ TELEGRAM OSINT CHANNELS 4 CHANNELS
Rybar
PRO-RUSSIA
Russian milblogger Telegram channel. Highly detailed Russian-perspective front line updates. Large following among Russian military community. Pro-Russian bias — used to understand Russian claims and cross-reference with Western sources.
RUSSIAN PERSPECTIVEFRONT LINETELEGRAM
Intel Slava Z
PRO-RUSSIA
Pro-Russian Telegram channel with millions of subscribers. First-hand footage and updates from Russian side. Significant propaganda content — all claims require independent verification. Included for balance and situational awareness.
RUSSIAN FOOTAGETELEGRAMVERIFY ALL
UA General Staff (Official)
UKRAINE OFFICIAL
Official Ukrainian Armed Forces General Staff Telegram channel. Primary source for Ukrainian official casualty claims, territorial updates, and operational announcements. Treat as one data point among many.
UKRAINE OFFICIALDAILY UPDATES
OSINT Ukraine / Militarist
OSINT / NEUTRAL
Independent OSINT Telegram channels focused on geolocated footage verification. Higher neutrality than official channels — focused on confirming or denying claims using satellite imagery and cross-referenced footage.
OSINTGEOLOCATIONVERIFICATION
⚠ IMPORTANT DISCLAIMER
Global Frontline Tracker is an independent open-source intelligence aggregation platform. We are not affiliated with any government, military, intelligence agency, or political organisation. All data presented is sourced from publicly available open-source information. Casualty figures, territorial control data, and front line positions are estimates compiled from multiple sources and are subject to change. In active conflict zones, no data can be considered precise or complete. The inclusion of any source — including Russian state media and pro-Russian channels — does not constitute endorsement of that source's editorial position. We include sources from all sides of all conflicts in the interest of transparency and genuine balance. Users are encouraged to consult all listed sources directly and form their own conclusions. Truth is rarely found in a single source — it is triangulated across many.