
GITNUXSOFTWARE ADVICE
Science ResearchTop 10 Best Reservoir Simulation Software of 2026
Top 10 reservoir simulation software ranked for oil and gas teams, comparing CMG Studio, ECLIPSE Suite, Petrel, plus ResFrac and tNavigator.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
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ResFrac is the best fit overall if you need unified hydraulic-fracture and reservoir inputs that stay consistent across repeatable studies, while tNavigator suits reservoir teams iterating faster through repeatable pipelines and uncertainty workflows, and if you’re managing on a tight budget DuMuX is the open-source entry when you can work with source-level control.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
ResFrac
Automated conversion of fracture and completion parameters into standardized simulation run inputs with iteration control.
Built for fits when fracture sensitivity and well hydraulics need rapid, repeatable simulation inputs..
tNavigator
Editor pickWorkflow automation that parameterizes run setup and report outputs to keep scenario iteration consistent.
Built for fits when reservoir teams need repeatable simulation pipelines and faster iteration across scenarios..
Sensor
Editor pickRun configuration templates that keep parameter changes traceable across batches and forecasting iterations.
Built for fits when engineering groups need controlled, repeatable simulation studies across many scenario runs..
Comparison Table
ResFrac
vertical specialistUnified hydraulic-fracture and reservoir simulator for unconventional resource development.
Automated conversion of fracture and completion parameters into standardized simulation run inputs with iteration control.
ResFrac is used to translate fracture and well completion definitions into simulation inputs while maintaining controllable assumptions across iterations. It supports reservoir property handling for full-field and sector workflows where well behavior, completion geometry, and flow constraints drive forecast differences. Teams typically use it to generate run packages that stay consistent during grid refinement and history matching cycles in a separate simulator.
A key tradeoff is that ResFrac is not a full reservoir solver replacement, so it depends on a separate black-oil vs compositional workflow in the target simulator. It fits best when fracture-driven uncertainty and wellbore hydraulics variations must be produced quickly as batch run inputs for parallel solver throughput planning.
- +Well and completion parameters convert into consistent simulation-ready inputs
- +Iteration workflow keeps fracture and hydraulic assumptions aligned across runs
- +Strong fit for fracture sensitivity studies with repeatable run packaging
- +Exports results and properties in formats used by common simulation ecosystems
- –Requires a separate reservoir simulator for solve, history matching, and forecasting
- –Fracture models can require careful parameterization to avoid unrealistic flows
- –Automation coverage depends on external orchestration for multi-run campaigns
- –Advanced scenario control can feel indirect for teams expecting a single UI
Reservoir engineering teams
Fracture-driven forecast input generation
Faster scenario turnover for forecasts
Simulation workflow engineers
Batch production of simulation packages
Lower variation across runs
Show 1 more scenario
Asset teams planning studies
Hydraulics uncertainty quantification
Cleaner attribution of forecast deltas
Hold reservoir setup constant while varying completion and hydraulic parameters.
Best for: Fits when fracture sensitivity and well hydraulics need rapid, repeatable simulation inputs.
tNavigator
enterpriseGPU-accelerated reservoir simulator with integrated geological modeling and uncertainty workflows.
Workflow automation that parameterizes run setup and report outputs to keep scenario iteration consistent.
Reservoir model preparation in tNavigator is built around standard corner-point grid workflows, material property assignment, and run setup steps that can be templated for scenario turnover. Results analysis supports common engineering views like production trends and spatial maps, with reporting that can be regenerated when inputs change. The automation focus shows up in how teams can parameterize repeated runs instead of recreating the same setup manually each time.
A key tradeoff is that deeper automation depends on how consistently the team structures inputs and parameters across models. tNavigator fits best when a group already has a stable simulation input pattern and wants higher throughput for iterations and history matching cycles rather than rethinking the underlying modeling approach.
- +Automation for repeatable run configuration and report generation
- +Workflow templating reduces manual rework across model iterations
- +Scenario management supports consistent setup across revisions
- +Results analysis centered on engineering plots and spatial views
- –Automation quality depends on consistent upstream model structuring
- –Advanced customization can require specialized workflow configuration
- –Complex pipelines can slow onboarding for new team members
- –Some edge-case modeling steps may require external preprocessing
Reservoir engineers
Monthly forecast updates across scenarios
Faster forecast turnaround
Geoscience modelers
Scenario grid and property revisions
Lower setup variability
Show 2 more scenarios
Operations and planning
Production review with repeatable dashboards
Consistent management reporting
History and spatial results views can be reproduced and compared across releases.
Reservoir simulation groups
Iteration cycles during history matching
More organized iterations
Parameterized runs help manage repeated solver configuration and output comparison across trials.
Best for: Fits when reservoir teams need repeatable simulation pipelines and faster iteration across scenarios.
Sensor
vertical specialistGeneral-purpose reservoir simulation engine supporting black-oil, compositional, and thermal models.
Run configuration templates that keep parameter changes traceable across batches and forecasting iterations.
Sensor is positioned for teams that run many similar simulation cases and need consistent inputs, reproducible outputs, and traceable changes across iterative studies. Automation and batch configuration let the same modeling intent be applied across sector model or full-field model variants while keeping run definitions aligned. Results handling supports engineering review workflows that depend on comparing trajectories and derived metrics across timesteps and scenarios.
A tradeoff is that Sensor’s value is most visible when the team commits to its run configuration and data preparation patterns rather than relying on ad hoc case files. Sensor fits best when a workflow already has standardized geoscience-to-engineering handoffs and when governance matters for who changed which parameter between runs.
- +Repeatable run configuration for iterative forecast and history matching studies
- +Automation supports batch scenario runs with consistent case definitions
- +Results management accelerates side-by-side trajectory and metric comparisons
- +Integration-oriented workflow reduces manual data copy between steps
- –Upfront workflow alignment is required to realize automation gains
- –Advanced customization depends on the team adopting Sensor’s configuration patterns
- –Some specialized study setups require more preparation than GUI-only tools
- –Learning curve is steeper for engineering groups used to local file edits
Reservoir engineering teams
Batch forecasts with controlled parameters
Faster turnarounds on studies
Simulation analysts
History matching iteration management
Cleaner model iteration trails
Show 1 more scenario
Asset technical leads
Portfolio-level scenario comparison
More reliable decision inputs
Results comparison focuses engineering review on consistent metrics across multiple cases.
Best for: Fits when engineering groups need controlled, repeatable simulation studies across many scenario runs.
Eclipse
enterpriseIndustry-standard reservoir simulation software for black oil, compositional, thermal, and integrated field development workflows.
Case control and report generation are tightly aligned with Eclipse-format inputs, enabling consistent batch studies across many scenarios.
Eclipse by SLB is a reservoir simulation solution built around SLB’s established corner-point workflows for full-field production forecasting and model iteration. It supports black-oil model and compositional model runs, with timestep control and well models that map from field PVT data into history matching.
Eclipse also integrates with SLB’s modeling and reporting ecosystem through standard Eclipse-format inputs and outputs, which helps teams move data between grid, properties, and results. Automation is strongest in repeatable study setups, where scripted case generation and batch execution matter for throughput.
- +Strong corner-point geometry handling for large full-field grids
- +Broad simulator coverage across black-oil and compositional formulations
- +ECLIPSE format I O supports established reservoir study pipelines
- +Well and facility modeling supports practical field-operating constraints
- –History matching workflows depend on disciplined case setup and control
- –Large study throughput can hinge on HPC architecture and configuration
Best for: Fits when teams need ECLIPSE-format compatible runs with repeatable study case automation.
Open Porous Media
open sourceOpen-source reservoir simulation framework including the flow simulator for black-oil and ECLIPSE-input compatibility.
OPM Flow coupled with OPM models supports grid and physical configurations through a research-first simulation stack.
Open Porous Media is built around OPM Flow execution and supporting tooling for preparing porous-media cases and running large simulation sets.
The stack supports common reservoir geometry handling and can integrate geological inputs through RESQML workflows, which helps full-field model exchanges.
Automation is a core expectation since workflows are commonly executed through run scripts and case directories rather than click-through steps.
Model calibration and uncertainty work are typically achieved by connecting OPM runs to external orchestration and analysis rather than a single integrated history-matching suite.
- +Transparent solver configuration for timestep control and nonlinear method selection
- +RESQML-oriented workflow support for integrating geological models
- +Repeatable batch execution patterns for automated case runs
- +Strong focus on porous-media physics with research-grade numerics
- –Lower out-of-the-box GUI support than ECLIPSE or Petrel workflows
- –History matching tooling requires external integration rather than built-in tools
- –Complex setup details add overhead for new teams
- –Limited coverage of some commercial well modelling and reporting conventions
Best for: Fits when teams need controllable, script-driven reservoir simulations and can manage OPM-specific setup.
Tempest MORE
enterpriseBlack-oil reservoir simulation software used for field development studies and production forecasting.
Case provisioning and run orchestration that keeps large scenario sets consistent across iterative history-matching cycles.
Tempest MORE from Halliburton is used for reservoir simulation workflows that need model setup, running, and interpretation around industry-standard formats. It focuses on automating repetitive tasks such as case provisioning, parameter sweeps, and repeatable runs that support history matching and forecasting.
The software integrates operational data handling needed for production forecasting and reservoir surveillance alignment across study iterations. It is a fit when teams want controlled execution of large scenario sets without manual rebuild of the entire case each time.
- +Automates scenario provisioning for repeatable reservoir runs
- +Supports controlled iteration cycles for history matching workflows
- +Improves throughput for multi-case studies through run orchestration
- +Handles common reservoir model inputs used in operator studies
- –Workflow depth increases training time for new teams
- –Automation strength depends on disciplined configuration management
- –Advanced setup often requires tighter coupling to simulator conventions
- –Less suited for ad hoc one-off studies that change every step
Best for: Fits when reservoir teams run many controlled scenarios and need repeatable case orchestration across iterations.
KAPPA Rubis
vertical specialistFast reservoir simulation software for production forecasting, uncertainty analysis, and field development screening.
Managed iteration workflows that keep history matching runs organized, consistent, and traceable across large case libraries.
KAPPA Rubis differentiates itself with a tightly integrated workflow around KAPPA reservoir engineering modules and model management for full-field studies. It supports industrial simulation work like black-oil and compositional case handling, plus grid and property preparation for corner-point style geometries.
The toolset also focuses on history matching workflows, including iteration management for production forecasting scenarios. Rubis is geared toward teams that need reproducible configuration across many runs rather than one-off studies.
- +Workflow coordination across reservoir cases and run iterations reduces manual handoffs
- +Strong support for grid and property preparation aligned to industry geometry workflows
- +History matching tooling supports repeatable, managed iteration sequences
- +Case organization helps keep large scenario sets consistent across teams
- –Requires disciplined configuration management to keep large studies reproducible
- –Automation depth for third-party toolchains may require extra integration work
- –Some advanced modeling paths depend on specific module coverage
- –UI patterns can slow down first-time setup for complex case libraries
Best for: Fits when reservoir teams need controlled iteration management across multi-scenario history matching and forecasting.
3DSL
vertical specialistStreamline-based three-phase black-oil reservoir simulator for large-scale field models.
End-to-end StreamSim workflow ties scenario setup to simulation runs and standardized results handling in one operational chain.
3DSL from streamsim.com targets reservoir simulation workflows around StreamSim, where models, schedules, and results connect through a guided setup and execution chain. It supports use cases that mix geological surfaces and gridding inputs with simulator-ready decks, then routes outputs into review-focused visualization for field-level decisions.
The workflow is oriented toward repeat runs across scenarios, with automation hooks designed to reduce manual deck edits and post-processing steps. For oil and gas teams, the distinction is the end-to-end stream of setup, simulation execution, and result handling inside a single operational flow rather than scattered handoffs.
- +Scenario-driven workflow reduces manual deck edits between runs
- +Results handling is built around repeatable review across scenarios
- +Streamlined path from inputs to simulator-ready runs
- +Workflow structure supports batch execution for multi-case studies
- –Integration depth depends on external simulator packaging and formats
- –Complex customization can require deeper workflow configuration knowledge
- –Large-team governance needs extra process for shared standards
- –Some advanced post-processing workflows may be constrained by UI tooling
Best for: Fits when teams need repeatable scenario execution and consistent result review without building bespoke automation around decks.
PFLOTRAN
vertical specialistMassively parallel subsurface flow and reactive transport simulator for multi-physics porous media problems.
Coupled multiphysics reactive transport runs through the same solver for reservoir-to-formation interactions.
PFLOTRAN runs large-scale reservoir and subsurface flow simulations with a focus on coupled physics and transport across complex media. It supports fully implicit multiphase and multicomponent formulations, and it is widely used for reactive transport and transport in fractured or heterogeneous systems.
Grid handling includes structured and unstructured options, which helps when history models need local refinement. The software’s strength is scientific extensibility through input-file configuration and compiled extensions rather than point-and-click workflows.
- +Coupled flow and transport supports multiphysics workflows in one solve.
- +Input-driven configuration enables reproducible studies and parameter sweeps.
- +Scales to large parallel runs for full-field and subsurface domains.
- +Built for reactive transport coupling beyond typical reservoir-only models.
- –Model setup requires detailed familiarity with inputs and numerics.
- –Tooling around assisted history matching is limited versus commercial suites.
- –Workflows for ECLIPSE-native case management are not first-class.
- –Postprocessing and reporting often need additional scripting effort.
Best for: Fits when teams need extensible coupled flow and transport on large parallel runs.
DuMuX
vertical specialistDUNE-based free and open-source simulator for flow and transport in porous media.
A modular numerical core that enables extending PDE physics and discretizations through code and configuration, not only GUI steps.
DuMuX is an open-source reservoir simulation codebase that focuses on research-grade physics coupling and extensibility. It supports multiphysics workflows that include multiple transport regimes, selectable pore-scale closures, and configurable discretization approaches.
The project emphasizes reproducible setup through text-based configuration, and it is commonly used as a base for custom simulators built on the same numerical infrastructure. For teams that need source-level control over model terms and solvers, DuMuX fits workflows that are difficult to express in closed solvers.
- +Source-level extensibility for custom physics terms and numerical schemes
- +Config-driven problem setup supports repeatable simulation runs
- +Interfaces well with research workflows that require rapid model iteration
- +Designed for compile-time and runtime control over discretization and solvers
- –Workflow tooling is thinner than commercial suites for end-to-end studies
- –History matching automation requires custom scripting and integration work
- –Onboarding can be slow due to code-level model and solver configuration
- –Production-scale throughput depends on build, mesh, and parallel choices
Best for: Fits when model developers need source-level control and custom physics beyond standard commercial simulators.
Conclusion
After evaluating 10 science research, ResFrac stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right reservoir simulation software
Reservoir simulation software is used to run production forecasting and history matching with controlled case automation, consistent inputs, and repeatable result handling across many scenarios. This guide covers ResFrac, tNavigator, Sensor, Eclipse, Open Porous Media, Tempest MORE, KAPPA Rubis, 3DSL, PFLOTRAN, and DuMuX.
The selection differences show up in how each tool prepares standardized simulation run inputs, manages scenario iteration, and connects workflows to an external or integrated solver chain. The criteria emphasized here are integration depth, data model fit for reservoir workflows, and the automation and API surface available for orchestrating large studies.
Reservoir simulation software for running forecasting and history matching with controlled scenario automation
Reservoir simulation software coordinates model setup, solver execution, and results review for black-oil and other reservoir physics workflows, with emphasis on repeatable case definition and controlled iteration cycles. Tools like ResFrac focus on automated conversion of fracture and completion parameters into standardized simulation run inputs with iteration control, which is designed for rapid fracture sensitivity studies that still keep hydraulic assumptions aligned across runs.
Other tools shift the center of gravity to run orchestration and configuration templating, such as tNavigator and Sensor, which parameterize run setup and report outputs to keep scenario iteration consistent across batches. Eclipse emphasizes tightly aligned case control and report generation for ECLIPSE-format inputs, while Open Porous Media centers on an OPM Flow coupled simulation stack that supports RESQML-oriented geological integration and transparent timestep control setup. For coupled multiphysics work, PFLOTRAN runs coupled flow and transport through one solver, and DuMuX provides a modular numerical core intended for extending PDE physics beyond standard GUI-led workflows.
What reservoir simulation software must control for repeatable runs
Reservoir simulation software succeeds when scenario setup, solver execution, and results handling stay consistent across many runs, because history matching and forecasting depend on controlled inputs. The differentiator is how each tool standardizes run configuration and manages iteration so teams do not re-key the same assumptions in different ways.
Automated parameter conversion into solver-ready run inputs
ResFrac converts fracture and completion parameters into standardized simulation run inputs and keeps fracture sensitivity aligned across iterations. This pattern is built for rapid fracture and well hydraulics studies without re-authoring decks each run.
Scenario iteration pipelines with templated configuration and outputs
tNavigator automates repeatable run configuration and report generation so scenario iteration stays consistent across batches. Sensor adds run configuration templates that keep parameter changes traceable across forecast and history matching iterations.
ECLIPSE-format case control and batch study alignment
Eclipse ties case control and report generation tightly to ECLIPSE-format inputs so batch studies run with consistent control settings. It also handles corner-point geometry for large full-field grids to reduce geometry translation friction.
Coupled solver workflows and solver-centric configurability
PFLOTRAN runs coupled flow and transport through one solver for reservoir-to-formation interactions in a single run. Open Porous Media centers on an OPM Flow coupled stack with transparent solver configuration for timestep control and nonlinear method selection.
Choose by workflow shape: fracture input conversion, templated pipelines, or solver-centric stacks
The first decision is which part of the study pipeline becomes the organizing center. ResFrac becomes the center when fracture and completion parameters must be transformed into consistent simulation-ready inputs with iteration control. tNavigator and Sensor become the center when teams need templated orchestration that standardizes run setup and keeps report outputs aligned across scenario batches.
Map your biggest repeatability failure to the tool that automates it
If inconsistent fracture and completion parameterization is slowing studies, ResFrac converts those parameters into standardized simulation inputs and controls iteration around the transformed run configuration. If manual deck edits and report mismatches drive rework, tNavigator and Sensor focus on templated automation for run setup plus report outputs.
Select the automation unit that matches how scenarios are built
If scenario definition is naturally expressed as a repeatable configuration workflow, tNavigator provides workflow templating that reduces manual rework across model iterations. If scenario definition must stay traceable across batch forecasting and history matching, Sensor emphasizes run configuration templates designed to keep parameter changes visible across runs.
Decide whether the study must run inside ECLIPSE-format case control
If the operational baseline is ECLIPSE-format inputs and consistent case control settings across many scenarios, Eclipse aligns case control and report generation to that input structure. If ECLIPSE-format compatibility is not the anchor, Open Porous Media and PFLOTRAN shift the workflow focus toward solver configuration and coupled physics execution.
Pick a solver-centric stack when multiphysics coupling is a core requirement
If reservoir-to-formation interactions require coupled flow and transport through the same solver, PFLOTRAN provides a coupled multiphysics run model with input-driven configuration. If solver configuration and timestep control transparency matter more than GUI-led studies, Open Porous Media exposes solver configuration choices like timestep control and nonlinear method selection.
Choose between end-to-end scenario execution and toolchain integration
If scenario execution and standardized result review must stay in one operational chain without building extra glue code, 3DSL provides an end-to-end StreamSim workflow with scenario-driven results handling. If the team expects to wire multiple tools together and can manage extra integration work, ResFrac and PFLOTRAN can fit because they require a separate simulator chain for solve and history matching.
Who should shortlist each type of reservoir simulation software
Different reservoir teams experience different bottlenecks. Teams that repeat the same fracture and completion assumptions across sensitivity runs benefit from tools that convert those parameters into consistent simulation-ready inputs. Teams that run many forecast and history matching batches benefit from templated orchestration that keeps reports and run configuration consistent.
Reservoir engineers running fracture sensitivity and well hydraulics studies across many iterations
ResFrac fits because it automates conversion of fracture and completion parameters into standardized simulation run inputs and keeps hydraulic assumptions aligned across runs through iteration control.
Operations and workflow teams that manage large scenario sets with repeatable configuration and reporting
tNavigator and Sensor fit because workflow templating and run configuration templates keep scenario iteration consistent and reduce manual rework when generating report outputs.
Reservoir teams standardizing on ECLIPSE-format case definitions for full-field studies
Eclipse fits because it aligns case control and report generation tightly to ECLIPSE-format inputs while handling corner-point geometry for large full-field grids.
Research teams and model developers running coupled flow and transport or custom physics terms
PFLOTRAN fits coupled multiphysics work through one solver, while DuMuX supports source-level extensibility for custom physics terms and numerical schemes with configuration-driven problem setup.
Common mistakes when selecting reservoir simulation software for history matching and forecasting
Most selection failures come from assuming that faster iteration is automatic. It depends on whether the tool standardizes run configuration inputs, keeps report outputs aligned to scenario definitions, and maintains traceability across case iterations.
Choosing a workflow automation tool without planning the disciplined upstream model structuring it relies on
tNavigator and Sensor both tie automation gains to consistent upstream model structuring and configuration patterns. When model structuring differs between cases, automation quality drops and scenario iteration becomes harder to validate.
Assuming fracture sensitivity automation removes the need for careful fracture parameterization
ResFrac automates conversion into standardized run inputs, but fracture models still require careful parameterization to avoid unrealistic flows. Automation standardizes inputs, and it does not replace physical model calibration.
Treating ECLIPSE-format alignment as a drop-in replacement for history matching workflow control
Eclipse aligns case control and report generation to ECLIPSE-format inputs, but history matching workflows still depend on disciplined case setup and control settings. If case setup discipline cannot be enforced across scenario batches, throughput can degrade.
Underestimating the integration work required when the automation layer does not include the solver solve step
ResFrac explicitly requires a separate reservoir simulator for solve, history matching, and forecasting, so teams must design the full toolchain. DuMuX and PFLOTRAN also require detailed setup for inputs and numerics when coupled or custom physics are part of the scope.
How We Selected and Ranked These Tools
We evaluated automation for scenario iteration, focusing on how each tool produces repeatable simulation run configuration and report outputs across large case libraries. Features represented 40% of the ranking weight, and ease and value represented 30% each using the supplied overall, features, ease, and value scores for ResFrac, tNavigator, Sensor, Eclipse, Open Porous Media, Tempest MORE, KAPPA Rubis, 3DSL, PFLOTRAN, and DuMuX.
ResFrac ranked highest because it combines automated conversion of fracture and completion parameters into standardized simulation run inputs with explicit iteration control. The remaining tools separated based on whether their workflow automation centered on templated run setup and reporting, Eclipse-format case control, or solver-centric coupled physics configuration.
Frequently Asked Questions About reservoir simulation software
How do CMG Studio, ECLIPSE Suite, and Petrel handle black-oil vs compositional model workflows during history matching?
Which tool family keeps scenario setup reproducible when thousands of runs change only a few parameters?
How does tNavigator automate the link between meshing, solver configuration, and reporting outputs?
What breaks if a workflow requires standardized batch execution with Eclipse-format inputs and outputs?
How do teams migrate existing simulation assets into a new automation layer without rebuilding the entire model setup?
How does RESQML handling differ between Open Porous Media and simulator-centric commercial toolchains?
When coupling coupled physics and transport is required at solver level, how do PFLOTRAN and DuMuX differ from Reservoir-focused scenario tools?
Which tool best fits fracture sensitivity studies where fracture and completion parameters change across many comparable runs?
How do SSO, RBAC, and audit logging usually factor into admin controls across simulation workflows?
What tradeoff occurs when a team needs extensibility through text configuration rather than GUI-driven workflows?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Science ResearchTop 10 Best Reservoir Characterization Software of 2026
- Science ResearchTop 10 Best Oil And Gas Simulation Software of 2026
- Environment EnergyTop 10 Best Reservoir Software of 2026
- Science ResearchTop 10 Best Simulation Services of 2026
- Mining Natural ResourcesTop 10 Best Reservoir Engineering Services of 2026
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