Best Oil and Gas Benchmarking Analytics Platforms

Enverus PRISM brings together well data, analyst research, and your own proprietary data in a single workspace. Teams use it to screen acquisition targets, run scenario analysis, model cash flows, and compare an asset against peers in the same play. The platform covers spacing, geology, and economics across plays, and it lets you customise type curves and view scenarios in seconds.

• The trade-off is access.
• Enverus does not publish a price for PRISM, so you must request a quote and agree the modules and basins your contract covers.
• A team that only needs a handful of wells in one county will find the enterprise sales process slow.
• A team that evaluates assets across basins or needs defensible inventory for a board paper will get more from PRISM than from a lookup tool.

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WellDatabase is a data platform built on public well records for the United States and Western Canada, with permits, completions, frac data, and monthly production on a well-by-well basis. The pricing page lists four plans. Lite costs $0 per user per month.

• Essential costs $250 per user per month when billed annually, or $300 when billed monthly.
• Plus costs $500 per user per month when billed annually, or $600 monthly.
• Pro costs $1,000 per user per month when billed annually, or $1,200 monthly.
• All plans include all states and Canada.

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Novi Labs builds forecasts with machine learning models that account for rock quality, spacing interference, and depletion, rather than relying on fixed type curve averages. Its platform lets engineers generate scenario-driven forecasts for individual wells and pads, build drill schedules, and run PDP and PUD valuations without writing code. Novi EVA extends that work into Canada, with well-level forecasts across the Western Canadian Sedimentary Basin and monthly engineer review of more than 190,000 forecasts.

• The strength here is forecast quality at speed.
• A team can test thousands of scenarios in hours, compare development plans, and value mineral interests with production data that is updated as new we
• The limit is commercial transparency.
• Novi does not publish a price, so you must ask for a quote and confirm which basins and forecast modules are included.

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Rystad Energy UCube is a well-by-well upstream database that reconciles historical and future exploration and production activity across countries, companies, and fields. Teams use it to benchmark performance between operators, compare production, reserves, and economics at country, company, or field level, and study trends in drilling activity and well level production. The wider Rystad platform adds data feeds, dashboards, and analyst commentary, with delivery through its Cube browsers and integrations with tools such as Snowflake and Azure.

• Rystad suits global teams, banks, and investors who must compare assets across borders on one consistent basis.
• A North American operator that only works in one basin may find the global coverage wider than it needs, and the price will reflect that breadth.
• Ask which cubes, regions, and data feeds your licence covers, because upstream, gas and LNG, and service market data are separate products.

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Wood Mackenzie Lens connects asset, market, and supply chain intelligence in one workflow, so deal teams can screen and value upstream assets with the same assumptions they use for gas, power, and metals. Lens Upstream is the anchor for valuation and deal modelling, built from bottom-up, operator-sourced data covering 5,600 plus assets, 280,000 plus offshore facilities, and 250 plus fiscal regimes. Teams can model asset economics, stress-test pricing, and build a cross-commodity view for an investment committee.

• The platform is built for mandates where the valuation must hold up in front of clients and investment committees.
• That strength comes with an enterprise buying process and no published price, so a small team should expect a sales cycle and an implementation discus
• Lens suits advisors, large operators, and investors who run upstream deals alongside gas, power, or metals work.

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Quorum Software runs connected energy operations from the field to the boardroom, with products for hydrocarbon accounting, production allocation, land, planning, and reserves. Its Energy Components platform tracks hydrocarbons from the wellhead through delivery and commercial settlement, and it is available as a fully managed cloud service with SOC 2 Type 2 certification and a 99.5 percent availability service level. Quorum says its solutions are used across more than 30 countries and manage a large share of world hydrocarbons.

• Quorum is a strong fit when benchmarking must sit beside operations, accounting, and planning, rather than in a standalone research tool.
• A team can compare actual production and allocation data against plan inside the same system that records it.
• The limit is that Quorum is an enterprise suite with quote-based pricing and implementation work, so it is not a quick self-serve purchase.
• Ask which modules are included and how many countries and assets the licence covers before you compare its cost with a data-only platform.

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TetraSoft Atlas brings public well, production, emissions, and enforcement records onto one map for cross-state screens. The vendor describes it as a self-serve monthly subscription with a 7-day free trial and no sales call needed to start. It suits analysts, operators, and consultants who need to screen wells across the eight states that together produce most United States oil and gas, and who want to test the tool on real wells before they commit.

• The key check is coverage.
• Atlas covers eight major producing states, so wells outside those states need another source.
• That limit is also its strength, because the data is structured for cross-state comparison rather than single-state lookup.
• Before you subscribe, run your own test on 20 wells you know well, check which fields come back filled, and confirm the monthly price at signup, since

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DrillingEdge is a data service for upstream oil and gas that covers wells, operators, leases, permits, and production across 21 states in the United States. Its pricing is structured by area, with county access, statewide access, and nationwide access plans, so a team can buy only the geography it works in. That area-based model keeps the cost down for a team that works in one or two counties and does not need global research.

• The platform is best for quick checks and routine lookup, not for building machine learning forecasts or running full asset valuations.
• A landman, small operator, or consultant who needs to find wells and production fast will get value from it.
• A team that needs type curves, decline analysis, or peer benchmarking should pair it with a forecasting platform or choose WellDatabase, which publish
• Confirm the county, state, or nationwide price at signup, since the pages we opened did not show a current number.

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