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PIMs Database

Emergent Performance Mechanisms across the United States

Welcome to the PIMs Database, the place to find comprehensive information on emergent performance incentive mechanisms (PIMs) across the United States. (For background on what a PIM is and why RMI created this database, please visit the FAQ page.)

The database below is designed to be filterable by a number of factors, including state, utility, status (i.e., active or inactive), incentive type, incentive structure, emergent topic area, and how the utility performed towards the PIM's targets. You can download the database in full or based on specific filter result parameters, and each download of the database is timestamped for easy reference as PIMs progress over time. The emergent topics tab provides a description for each topic, as well as links to additional information for some of the emergent topics in the database.

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Scroll right to see more table columns below
StateUtilityPIM NameStatusIncentive TypeIncentive StructureEmergent TopicApplicabilityPerformance DataPerformance Category
CO
Xcel Equity PIM – Charging Ports metricInactiveUpsideFixed amount
  • TE;
  • EQ
ElectricYesConsistently achieved
CO
Xcel Equity PIM – EV Rebates metricInactiveUpsideFixed amount
  • TE;
  • EQ
ElectricYesConsistently achieved
CO
Xcel DSM Performance IncentiveInactiveUpsideShared net benefits/shared savings
  • CFE;
  • DF
ElectricYesConsistently achieved
NY
New York State Electric & Gas (NYSEG) Non-wires Alternatives (NWA) IncentiveInactiveUpsideShared net benefits/shared savings
  • DER;
  • CC
ElectricNoNo performance data - RMI unable to find publicly available performance data
CT
United Illuminating (UI) Non-wires Solutions (NWS) Shared Savings IncentiveActiveUpsideShared net benefits/shared savings
  • DER;
  • CC
ElectricNoNo Performance data - not yet available
CT
Eversource Non-wires Solutions (NWS) Shared Savings IncentiveActiveUpsideShared net benefits/shared savings
  • DER;
  • CC
ElectricNoNo Performance data - not yet available
DC
DC Sustainable Energy Utility (DCSEU) Reduce Energy Consumption BenchmarkActiveSymmetricalFixed amount
  • CFE
BothYesCumulative target - still in progress
DC
DC Sustainable Energy Utility (DCSEU) Reduce GHG Emissions BenchmarkActiveSymmetricalFixed amount
  • CFE;
  • GHG
BothYesCumulative target - still in progress
DC
DC Sustainable Energy Utility (DCSEU) Increase Renewable Energy Generating Capacity Benchmark – Renewable Capacity metricActiveSymmetricalFixed amount
  • CFE;
  • DER
ElectricYesCumulative target - still in progress
DC
DC Sustainable Energy Utility (DCSEU) Increase Renewable Energy Generating Capacity Benchmark – Efficiency metricActiveSymmetricalFixed amount
  • CFE
ElectricYesCumulative target - still in progress

Emergent topics are the subset of regulatory outcomes that represent new or evolving areas of utility performance expectations. The table below describes each emergent topic, and in some cases, provides links to additional information on the topic. PIMs in the database are frequently assigned to multiple emergent topics.

Scroll right to see more table columns below
Full NameAbbreviationDescriptionAdditional Resources
Affordability
AFDMechanisms focused on: • Measuring and/or incentivizing increased customer affordability • Disconnections and/or arrearage management • Low-or-moderate income (LMI) communities These qualify as affordability, unless they also denote one or more specific equity communities, in which case the mechanism would qualify as both affordability and equity.
Climate Forward Efficiency
CFEClimate-forward efficiency refers to energy efficiency or demand-side management that is explicitly measured in greenhouse gas (GHG) reduction or is explicitly connected to the policy goal of reducing GHGs in the order approving the implementation of a PIM.
Cost Control
CCMechanisms designed with the intent to reduce overall costs including PIMs whose intent is focused on cost control but not measured in monetary value, as well as PIMs tied to cost.
Customer Engagement
CEMechanisms that reflect an interest in improving the customer experience and/or increasing customer understanding.
Demand Flex
DFMechanisms focused on shifting demand throughout the course of the day, including the strategies of shape, shift, shimmy, shed. As such, mechanisms focused on reduction of peak load are included in this category.
Distributed Energy Resources
DERMechanisms focused on increasing distributed energy resource utilization and efficacy, and/or encouraging utility investment in non-wires alternatives (NWA), also frequently called non-wires solutions (NWS). For the purposes of this database, we use the 2017 Smart Electric Power Alliance's definition of DERs: "The physical and virtual assets that are deployed across the distribution grid, typically close to load, and usually behind the meter, which can be used individually or in aggregate to provide value to the grid, individual customers, or both."
Equity
EQMechanisms that specifically note disproportionately impacted communities, which include recognizing the different experiences of certain types of customers, just transition, environmental justice, and/or energy burden.
Chandra Farley et al., Lawrence Berkeley National Laboratory
Electrification
ELFMechanisms measuring or incentivizing the outcome of electrification of buildings or other sectors; transitioning from gas or other fuels to electricity.
Transportation Electrification
TEMechanisms focused on or pertinent to the electrification of the transportation sector.
Greenhouse Gas Emissions
GHGMechanisms attributed to the goal or outcome of greenhouse gas emissions reduction (methane or carbon dioxide or carbon dioxide equivalent), either as a direct measurement of GHGs or as the policy goal or intent behind a specific mechanism.
Grid Modernization
GMMechanisms focused on grid modernization, which may include enhanced utilization and efficacy of the grid, advanced metering infrastructure, etc.
Fuel Cost Mechanisms
FCMMechanisms that create utility “skin in the game” for fuel and purchased power costs, exposing utility shareholders (not just customers) to a portion of price volatility risk. Specific cost sharing mechanisms vary utility-by-utility and state-by-state. However, the underlying principle is typically the same: when a utility’s actual incurred fuel and power supply costs exceed an approved threshold, shareholders pay a portion of the costs (in the form of a penalty), and when a utility’s actual incurred fuel and power supply costs are below an acceptable threshold, shareholders earn a portion of the savings (in the form of a reward).
Reliability
RLBMechanisms designed to improve the ability of a power system to withstand instability, uncontrolled events, cascading failures, or unanticipated loss of system components. However, for the purposes of this database, the focus is on mechanisms that represent emerging focus of the reliability industry, such as reliability for certain segments of the grid, for certain communities, or that is measured in a novel way (i.e., beyond SAIDI/SAIFI).
Renewables
REMechanisms intended to support the deployment of utility-scale reneawables.
Federal Funding
FFMechanisms intended to encourage utilities to effectively implement the Inflation Reduction Act (IRA), Infrastructure Investment & Jobs Act (IIJA), and other relevant federal funding policies, including by encouraging utilities to take advantage of available tax credits, incentives, and grant opportunities.
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Performance history of PIMs included in database
This chart shows the RMI assigned performance history category
for each PIM in the database that has at least one year of utility performance data. The total count in the center indicates the number of PIM metrics for which the database possesses utility performance data.
Created with Highcharts 12.2.0Total count112Consistently achieved (36.6%)Consistently achieved (36.6%)Achieved (16.1%)Achieved (16.1%)Occasionally achieved (23.2%)Occasionally achieved (23.2%)Satisfactory (2.7%)Satisfactory (2.7%)Not achieved (9.8%)Not achieved (9.8%)Consistently not achieved (11.6%)Consistently not achieved (11.6%)
Note: Because utility performance is measured at the metric level, the count tallied at the center of this chart counts some PIMs more than once (i.e., a single PIM might have two metrics or more, so for the same PIM, a utility might achieve the target for one metric and not the other).
Emergent topics by utility applicability

This chart shows the quantity of PIMs by (a) the emergent topic(s) they are intended to support, and (b) the portions of the utility’s business to which the PIM is applicable (i.e., to an electric-only utility or the electric portion of a utility business, a gas-only utility or to the gas portion of a utility’s business, or to both the gas and electric businesses for a dual utility). The list and definitions of emergent topics (i.e., outcomes) included in the database can be found on the emergent topic tab. Click on the column headings to change the sorting order of the emergent topics to be alphabetical, by total count in descending order, or by the count of PIMs applicable to electric, gas, or both.

Utility Applicability
Emergent topic
Climate Forward Efficiency
Cost Control
Fuel Cost Mechanisms
Demand Flex
Distributed Energy Resources
Equity
Affordability
Electrification
Transportation Electrification
Reliability
Renewables
Greenhouse Gas Emissions
Grid Modernization
Federal Funding
Customer Engagement
Electric
Created with Highcharts 12.2.040252538372411122018157913
Gas
Created with Highcharts 12.2.03619216011680003020
Both
Created with Highcharts 12.2.07300021520001020
Total count
Created with Highcharts 12.2.0834746443737322220181511953
Note: Because PIMs are frequently assigned more than one emergent topic and may have different emergent topics associated with different metrics, in this chart a single PIM can be counted multiple times. The total count is the frequency with which PIMs have been associated with each emergent topic in the database.
Emergent topics by utility performance

This chart shows utility performance category trends by emergent topic. For each topic, green shaded bars indicate the frequency with which utilities have achieved a target and earned a reward, and grey bars indicate the frequency with which utilities have not achieved the PIMs’ targets.

Created with Highcharts 12.2.0Consistently achievedAchievedOccasionally achievedNot achievedConsistently not achieved0%10%20%30%40%50%60%70%80%90%100%AffordabilityClimate Forward EfficiencyCost ControlCustomer EngagementDemand FlexDistributed Energy ResourcesEquityElectrificationTransportation ElectrificationGreenhouse Gas EmissionsGrid ModernizationReliabilityRenewables
11
30
12
3
35
18
5
13
12
6
5
2
7
Note: This chart only includes PIMs for which the database has utility performance data for at least one year. Because PIMs are frequently attributed to more than one emergent topic, in this chart a single PIM can be counted multiple times.
PIMs count by state

This map shows the total count of PIMs in the database by state in which they are applied. Use the toggle in the upper left corner to adjust the map to show only PIMs that are currently active.

# PIMs

25+
11-24
7-10
5
4
3
2
1
0
213 PIMs (Total)
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Incentive types by incentive structure

This chart shows the count of PIMs in the Database by incentive structure and the incentive type. The incentive structure refers to the way in which the incentive is allocated when the PIM is designed (e.g., a fixed dollar amount for a prescribed target, a share of the savings or benefits created, ROE basis points, or a percentage adder on a budget or other prescribed revenues). There are three types of mechanisms in the database: upside-only, meaning the PIM provides an opportunity for reward-only; symmetrical, meaning the PIM provides both an opportunity for reward and penalty; or downside-only, meaning the PIM provides an opportunity for penalty only.

Created with Highcharts 12.2.0PIM count333310102246464141114747181811886600Fixed amountShared net benefits/shared savingsROE basis pointsPercentage addersIncentive structuresUpside-onlySymmetricalDownside-only05101520253035404550
Total utility incentives earned by incentive type

This chart shows the total annual dollar value of incentives earned for PIMs in the database for which utility performance and earnings data is publicly available. The earnings are broken apart by the incentive type associated with the PIMs for which a utility earned an incentive.

Created with Highcharts 12.2.073.64 M73.64 M130.17 M130.17 M118.23 M118.23 M92.75 M92.75 MUpsideSymmetrical2020202120222023
Note: The incentives depicted in the chart correspond with the performance year with which they are associated, not the year in which the earnings were realized by the utility through revenues. Because RMI is not able to find utility performance data for all PIMs in the database, actual total rewards and penalties likely exceed what is depicted in this chart.
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