diff --git a/benches/oneshot/ipa.rs b/benches/oneshot/ipa.rs
index a7102f91b..c597b7e29 100644
--- a/benches/oneshot/ipa.rs
+++ b/benches/oneshot/ipa.rs
@@ -9,7 +9,7 @@ use ipa::{
     ff::Fp32BitPrime,
     helpers::{query::IpaQueryConfig, GatewayConfig},
     test_fixture::{
-        ipa::{ipa_in_the_clear, test_ipa, IpaSecurityModel},
+        ipa::{ipa_in_the_clear, test_ipa, test_oprf_ipa, CappingOrder, IpaSecurityModel},
         EventGenerator, EventGeneratorConfig, TestWorld, TestWorldConfig,
     },
 };
@@ -70,6 +70,8 @@ struct Args {
     /// Needed for benches.
     #[arg(long, hide = true)]
     bench: bool,
+    #[arg(short = 'o', long)]
+    oprf: bool,
 }
 
 impl Args {
@@ -121,25 +123,35 @@ async fn run(args: Args) -> Result<(), Error> {
     .take(args.query_size)
     .collect::<Vec<_>>();
 
+    let order = if args.oprf {
+        CappingOrder::CapMostRecentFirst
+    } else {
+        CappingOrder::CapOldestFirst
+    };
     let expected_results = ipa_in_the_clear(
         &raw_data,
         args.per_user_cap,
         args.attribution_window(),
         args.breakdown_keys,
+        &order,
     );
 
     let world = TestWorld::new_with(config.clone());
     tracing::trace!("Preparation complete in {:?}", _prep_time.elapsed());
 
     let _protocol_time = Instant::now();
-    test_ipa::<BenchField>(
-        &world,
-        &raw_data,
-        &expected_results,
-        args.config(),
-        args.mode,
-    )
-    .await;
+    if args.oprf {
+        test_oprf_ipa::<BenchField>(&world, raw_data, &expected_results, args.config()).await;
+    } else {
+        test_ipa::<BenchField>(
+            &world,
+            &raw_data,
+            &expected_results,
+            args.config(),
+            args.mode,
+        )
+        .await;
+    }
     tracing::trace!(
         "{m:?} IPA for {q} records took {t:?}",
         m = args.mode,
diff --git a/pre-commit b/pre-commit
index 12d63958b..40dcbf745 100755
--- a/pre-commit
+++ b/pre-commit
@@ -99,6 +99,9 @@ check "Concurrency tests" \
 check "IPA benchmark" \
     cargo bench --bench oneshot_ipa --no-default-features --features="enable-benches descriptive-gate" -- -n 62
 
+check "IPA OPRF benchmark" \
+    cargo bench --bench oneshot_ipa --no-default-features --features="enable-benches descriptive-gate" -- -n 62 --oprf
+
 check "Arithmetic circuit benchmark" \
     cargo bench --bench oneshot_arithmetic --no-default-features --features "enable-benches descriptive-gate"
 
diff --git a/scripts/collect_steps.py b/scripts/collect_steps.py
index 3768fbe07..3e1371ef2 100755
--- a/scripts/collect_steps.py
+++ b/scripts/collect_steps.py
@@ -149,9 +149,7 @@ def extract_intermediate_steps(steps):
 
     return steps
 
-
-if __name__ == "__main__":
-    steps = set()
+def ipa_steps(steps):
     for c in PER_USER_CAP:
         for w in ATTRIBUTION_WINDOW:
             for b in BREAKDOWN_KEYS:
@@ -171,6 +169,40 @@ def extract_intermediate_steps(steps):
                     print(" ".join(args), file=sys.stderr)
                     steps.update(collect_steps(args))
 
+OPRF_BREAKDOWN_KEYS = [256]
+OPRF_USER_CAP = [16, 64, 128]
+OPRF_SECURITY_MODEL = ["semi-honest"]
+OPRF_TRIGGER_VALUE = [7]
+
+def oprf_steps(steps):
+    for c in OPRF_USER_CAP:
+        for w in ATTRIBUTION_WINDOW:
+            for b in OPRF_BREAKDOWN_KEYS:
+                for m in OPRF_SECURITY_MODEL:
+                    for tv in OPRF_TRIGGER_VALUE:
+                        args = ARGS + [
+                            "-n",
+                            str(QUERY_SIZE),
+                            "-c",
+                            str(c),
+                            "-w",
+                            str(w),
+                            "-b",
+                            str(b),
+                            "-m",
+                            m,
+                            "-t",
+                            str(tv),
+                            "-o"
+                        ]
+                    print(" ".join(args), file=sys.stderr)
+                    steps.update(collect_steps(args))
+
+if __name__ == "__main__":
+    steps = set()
+    ipa_steps(steps)
+    oprf_steps(steps)
+
     full_steps = extract_intermediate_steps(steps)
     sorted_steps = sorted(full_steps)
 
diff --git a/src/bin/report_collector.rs b/src/bin/report_collector.rs
index bac36b0db..a8ca7ba82 100644
--- a/src/bin/report_collector.rs
+++ b/src/bin/report_collector.rs
@@ -26,7 +26,7 @@ use ipa::{
     protocol::{BreakdownKey, MatchKey},
     report::{KeyIdentifier, DEFAULT_KEY_ID},
     test_fixture::{
-        ipa::{ipa_in_the_clear, IpaSecurityModel, TestRawDataRecord},
+        ipa::{ipa_in_the_clear, CappingOrder, IpaSecurityModel, TestRawDataRecord},
         EventGenerator, EventGeneratorConfig,
     },
 };
@@ -247,6 +247,7 @@ async fn ipa(
             ipa_query_config.per_user_credit_cap,
             ipa_query_config.attribution_window_seconds,
             ipa_query_config.max_breakdown_key,
+            &CappingOrder::CapOldestFirst,
         );
 
         // pad the output vector to the max breakdown key, to make sure it is aligned with the MPC results
diff --git a/src/protocol/ipa/mod.rs b/src/protocol/ipa/mod.rs
index b8f516684..bac3d6e82 100644
--- a/src/protocol/ipa/mod.rs
+++ b/src/protocol/ipa/mod.rs
@@ -464,7 +464,7 @@ pub mod tests {
         test_executor::{run, run_with},
         test_fixture::{
             input::GenericReportTestInput,
-            ipa::{ipa_in_the_clear, test_ipa, IpaSecurityModel},
+            ipa::{ipa_in_the_clear, test_ipa, CappingOrder, IpaSecurityModel},
             logging, EventGenerator, EventGeneratorConfig, Reconstruct, Runner, TestWorld,
             TestWorldConfig,
         },
@@ -815,6 +815,7 @@ pub mod tests {
                 per_user_cap,
                 ATTRIBUTION_WINDOW_SECONDS,
                 MAX_BREAKDOWN_KEY,
+                &CappingOrder::CapOldestFirst,
             );
 
             let config = TestWorldConfig {
diff --git a/src/protocol/mod.rs b/src/protocol/mod.rs
index 7931a1e37..cc0ae5ab8 100644
--- a/src/protocol/mod.rs
+++ b/src/protocol/mod.rs
@@ -6,7 +6,6 @@ pub mod context;
 pub mod dp;
 pub mod ipa;
 pub mod modulus_conversion;
-#[cfg(feature = "descriptive-gate")]
 pub mod prf_sharding;
 pub mod prss;
 pub mod sort;
@@ -22,11 +21,13 @@ pub use basics::BasicProtocols;
 
 use crate::{
     error::Error,
-    ff::{Gf40Bit, Gf8Bit},
+    ff::{Gf20Bit, Gf3Bit, Gf40Bit, Gf8Bit},
 };
 
 pub type MatchKey = Gf40Bit;
 pub type BreakdownKey = Gf8Bit;
+pub type TriggerValue = Gf3Bit;
+pub type Timestamp = Gf20Bit;
 
 /// Unique identifier of the MPC query requested by report collectors
 /// TODO(615): Generating this unique id may be tricky as it may involve communication between helpers and
diff --git a/src/protocol/prf_sharding/mod.rs b/src/protocol/prf_sharding/mod.rs
index a0e7909fa..87832f797 100644
--- a/src/protocol/prf_sharding/mod.rs
+++ b/src/protocol/prf_sharding/mod.rs
@@ -37,11 +37,11 @@ pub mod bucket;
 pub mod feature_label_dot_product;
 
 pub struct PrfShardedIpaInputRow<BK: GaloisField, TV: GaloisField, TS: GaloisField> {
-    prf_of_match_key: u64,
-    is_trigger_bit: Replicated<Gf2>,
-    breakdown_key: Replicated<BK>,
-    trigger_value: Replicated<TV>,
-    timestamp: Replicated<TS>,
+    pub prf_of_match_key: u64,
+    pub is_trigger_bit: Replicated<Gf2>,
+    pub breakdown_key: Replicated<BK>,
+    pub trigger_value: Replicated<TV>,
+    pub timestamp: Replicated<TS>,
 }
 
 impl<BK: GaloisField, TV: GaloisField, TS: GaloisField> PrfShardedIpaInputRow<BK, TV, TS> {
diff --git a/src/protocol/step/steps.txt b/src/protocol/step/steps.txt
index d2bc41200..2079b4ee3 100644
--- a/src/protocol/step/steps.txt
+++ b/src/protocol/step/steps.txt
@@ -8812,3 +8812,668 @@ ipa::protocol::ipa::Step::gen_sort_permutation_from_match_keys/ipa::protocol::so
 ipa::protocol::ipa::Step::gen_sort_permutation_from_match_keys/ipa::protocol::sort::SortStep::sort_keys/ipa::protocol::step::IpaProtocolStep::sort9/ipa::protocol::sort::SortStep::shuffle_reveal_permutation/ipa::protocol::sort::ShuffleRevealPermutationStep::shuffle/ipa::protocol::sort::ShuffleStep::shuffle1
 ipa::protocol::ipa::Step::gen_sort_permutation_from_match_keys/ipa::protocol::sort::SortStep::sort_keys/ipa::protocol::step::IpaProtocolStep::sort9/ipa::protocol::sort::SortStep::shuffle_reveal_permutation/ipa::protocol::sort::ShuffleRevealPermutationStep::shuffle/ipa::protocol::sort::ShuffleStep::shuffle2
 ipa::protocol::ipa::Step::gen_sort_permutation_from_match_keys/ipa::protocol::sort::SortStep::sort_keys/ipa::protocol::step::IpaProtocolStep::sort9/ipa::protocol::sort::SortStep::shuffle_reveal_permutation/ipa::protocol::sort::ShuffleRevealPermutationStep::shuffle/ipa::protocol::sort::ShuffleStep::shuffle3
+ipa::protocol::prf_sharding::Step::binary_validator
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple0
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit0/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple0
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit1/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple0
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit2/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple0
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit3/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple0
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade/ipa::protocol::context::semi_honest::UpgradeStep::upgrade_semi_honest/ipa::protocol::context::upgrade::UpgradeTripleStep::upgrade_bit_triple2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor1
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit4/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::xor2
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit5
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::Step::modulus_convert_breakdown_key_bits/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::convert_bit5/ipa::protocol::modulus_conversion::convert_shares::ConvertSharesStep::upgrade
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+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::UserNthRowStep::row3/ipa::protocol::prf_sharding::Step::source_event_timestamp/ipa::protocol::step::BitOpStep::bit6
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::UserNthRowStep::row3/ipa::protocol::prf_sharding::Step::source_event_timestamp/ipa::protocol::step::BitOpStep::bit7
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::UserNthRowStep::row3/ipa::protocol::prf_sharding::Step::source_event_timestamp/ipa::protocol::step::BitOpStep::bit8
+ipa::protocol::prf_sharding::Step::binary_validator/ipa::protocol::prf_sharding::UserNthRowStep::row3/ipa::protocol::prf_sharding::Step::source_event_timestamp/ipa::protocol::step::BitOpStep::bit9
diff --git a/src/report.rs b/src/report.rs
index 094a31997..2b9cf1039 100644
--- a/src/report.rs
+++ b/src/report.rs
@@ -386,6 +386,20 @@ where
     }
 }
 
+#[derive(Clone, Debug, Eq, PartialEq)]
+pub struct OprfReport<TS, BK, TV>
+where
+    TS: GaloisField,
+    BK: GaloisField,
+    TV: GaloisField,
+{
+    pub timestamp: Replicated<TS>,
+    pub mk_oprf: u64,
+    pub event_type: EventType,
+    pub breakdown_key: Replicated<BK>,
+    pub trigger_value: Replicated<TV>,
+}
+
 #[cfg(all(test, unit_test))]
 mod test {
     use rand::{distributions::Alphanumeric, rngs::StdRng, Rng};
diff --git a/src/test_fixture/input/sharing.rs b/src/test_fixture/input/sharing.rs
index f21dc4920..e5e306e7d 100644
--- a/src/test_fixture/input/sharing.rs
+++ b/src/test_fixture/input/sharing.rs
@@ -12,7 +12,7 @@ use crate::{
         BreakdownKey, MatchKey,
     },
     rand::Rng,
-    report::{EventType, Report},
+    report::{EventType, OprfReport, Report},
     secret_sharing::{replicated::semi_honest::AdditiveShare as Replicated, IntoShares},
     test_fixture::{
         input::{GenericReportShare, GenericReportTestInput},
@@ -354,3 +354,38 @@ where
         }
     }
 }
+
+impl<TS, BK, TV> IntoShares<OprfReport<TS, BK, TV>> for TestRawDataRecord
+where
+    TS: GaloisField + IntoShares<Replicated<TS>>,
+    BK: GaloisField + IntoShares<Replicated<BK>>,
+    TV: GaloisField + IntoShares<Replicated<TV>>,
+{
+    fn share_with<R: Rng>(self, rng: &mut R) -> [OprfReport<TS, BK, TV>; 3] {
+        let event_type = if self.is_trigger_report {
+            EventType::Trigger
+        } else {
+            EventType::Source
+        };
+        let timestamp: [Replicated<TS>; 3] =
+            TS::try_from(self.timestamp.into()).unwrap().share_with(rng);
+        let breakdown_key = BK::try_from(self.breakdown_key.into())
+            .unwrap()
+            .share_with(rng);
+        let trigger_value = TV::try_from(self.trigger_value.into())
+            .unwrap()
+            .share_with(rng);
+
+        zip(zip(timestamp, breakdown_key), trigger_value)
+            .map(|((ts_share, bk_share), tv_share)| OprfReport {
+                timestamp: ts_share,
+                mk_oprf: self.user_id,
+                event_type,
+                breakdown_key: bk_share,
+                trigger_value: tv_share,
+            })
+            .collect::<Vec<_>>()
+            .try_into()
+            .unwrap()
+    }
+}
diff --git a/src/test_fixture/ipa.rs b/src/test_fixture/ipa.rs
index ef7b32c8a..a33b92e5b 100644
--- a/src/test_fixture/ipa.rs
+++ b/src/test_fixture/ipa.rs
@@ -5,9 +5,13 @@ use crate::{
     ff::{PrimeField, Serializable},
     helpers::query::IpaQueryConfig,
     ipa_test_input,
-    protocol::{ipa::ipa, BreakdownKey, MatchKey},
+    protocol::{ipa::ipa, BreakdownKey, MatchKey, Timestamp, TriggerValue},
+    report::OprfReport,
     secret_sharing::{
-        replicated::{malicious, malicious::ExtendableField, semi_honest},
+        replicated::{
+            malicious, malicious::ExtendableField, semi_honest,
+            semi_honest::AdditiveShare as Replicated,
+        },
         IntoShares,
     },
     test_fixture::{input::GenericReportTestInput, Reconstruct},
@@ -44,6 +48,7 @@ pub fn ipa_in_the_clear(
     per_user_cap: u32,
     attribution_window: Option<NonZeroU32>,
     max_breakdown: u32,
+    order: &CappingOrder,
 ) -> Vec<u32> {
     // build a view that is convenient for attribution. match key -> events sorted by timestamp in reverse
     // that is more memory intensive, but should be faster to compute. We can always opt-out and
@@ -77,14 +82,14 @@ pub fn ipa_in_the_clear(
             &mut breakdowns,
             per_user_cap,
             attribution_window,
-            CappingOrder::CapOldestFirst,
+            order,
         );
     }
 
     breakdowns
 }
 
-enum CappingOrder {
+pub enum CappingOrder {
     CapOldestFirst,
     CapMostRecentFirst,
 }
@@ -97,7 +102,7 @@ fn update_expected_output_for_user<'a, I: IntoIterator<Item = &'a TestRawDataRec
     expected_results: &mut [u32],
     per_user_cap: u32,
     attribution_window_seconds: Option<NonZeroU32>,
-    order: CappingOrder,
+    order: &CappingOrder,
 ) {
     let within_window = |value: u64| -> bool {
         if let Some(window) = attribution_window_seconds {
@@ -115,7 +120,7 @@ fn update_expected_output_for_user<'a, I: IntoIterator<Item = &'a TestRawDataRec
         if record.is_trigger_report {
             pending_trigger_reports.push(record);
         } else if !pending_trigger_reports.is_empty() {
-            for trigger_report in pending_trigger_reports.into_iter() {
+            for trigger_report in pending_trigger_reports {
                 let time_delta_to_source_report = trigger_report.timestamp - record.timestamp;
 
                 // only count trigger reports that are within the attribution window
@@ -131,11 +136,9 @@ fn update_expected_output_for_user<'a, I: IntoIterator<Item = &'a TestRawDataRec
     }
 
     match order {
-        CappingOrder::CapOldestFirst => update_breakdowns(
-            attributed_triggers.into_iter(),
-            expected_results,
-            per_user_cap,
-        ),
+        CappingOrder::CapOldestFirst => {
+            update_breakdowns(attributed_triggers, expected_results, per_user_cap);
+        }
         CappingOrder::CapMostRecentFirst => update_breakdowns(
             attributed_triggers.into_iter().rev(),
             expected_results,
@@ -217,3 +220,89 @@ pub async fn test_ipa<F>(
         .collect::<Vec<_>>();
     assert_eq!(result, expected_results);
 }
+
+/// # Panics
+/// If any of the IPA protocol modules panic
+#[cfg(feature = "in-memory-infra")]
+pub async fn test_oprf_ipa<F>(
+    world: &super::TestWorld,
+    mut records: Vec<TestRawDataRecord>,
+    expected_results: &[u32],
+    config: IpaQueryConfig,
+) where
+    F: PrimeField + ExtendableField + IntoShares<semi_honest::AdditiveShare<F>>,
+    rand::distributions::Standard: rand::distributions::Distribution<F>,
+    semi_honest::AdditiveShare<F>: Serializable,
+{
+    use crate::{
+        ff::{Field, Gf2},
+        protocol::{
+            basics::ShareKnownValue,
+            prf_sharding::{attribution_and_capping_and_aggregation, PrfShardedIpaInputRow},
+        },
+        report::EventType,
+        secret_sharing::SharedValue,
+        test_fixture::Runner,
+    };
+
+    let user_cap: i32 = config.per_user_credit_cap.try_into().unwrap();
+    assert!(
+        user_cap & (user_cap - 1) == 0,
+        "This code only works for a user cap which is a power of 2"
+    );
+
+    //TODO(richaj) This manual sorting will be removed once we have the PRF sharding in place
+    records.sort_by(|a, b| b.user_id.cmp(&a.user_id));
+
+    let result: Vec<F> = world
+        .semi_honest(
+            records.into_iter(),
+            |ctx, input_rows: Vec<OprfReport<Timestamp, BreakdownKey, TriggerValue>>| async move {
+                let sharded_input = input_rows
+                    .into_iter()
+                    .map(|single_row| {
+                        let is_trigger_bit_share = if single_row.event_type == EventType::Trigger {
+                            Replicated::share_known_value(&ctx, Gf2::ONE)
+                        } else {
+                            Replicated::share_known_value(&ctx, Gf2::ZERO)
+                        };
+                        PrfShardedIpaInputRow {
+                            prf_of_match_key: single_row.mk_oprf,
+                            is_trigger_bit: is_trigger_bit_share,
+                            breakdown_key: single_row.breakdown_key,
+                            trigger_value: single_row.trigger_value,
+                            timestamp: single_row.timestamp,
+                        }
+                    })
+                    .collect::<Vec<_>>();
+
+                attribution_and_capping_and_aggregation::<
+                    _,
+                    BreakdownKey,
+                    TriggerValue,
+                    Timestamp,
+                    F,
+                    _,
+                    Replicated<Gf2>,
+                >(
+                    ctx,
+                    sharded_input,
+                    user_cap.ilog2().try_into().unwrap(),
+                    config.attribution_window_seconds,
+                )
+                .await
+                .unwrap()
+            },
+        )
+        .await
+        .reconstruct();
+
+    let mut result = result
+        .into_iter()
+        .map(|v| u32::try_from(v.as_u128()).unwrap())
+        .collect::<Vec<_>>();
+
+    //TODO(richaj): To be removed once the function supports non power of 2 breakdowns
+    let _ = result.split_off(expected_results.len());
+    assert_eq!(result, expected_results);
+}
diff --git a/steps1.txt b/steps1.txt
new file mode 100644
index 000000000..ff3d9f397
--- /dev/null
+++ b/steps1.txt
@@ -0,0 +1 @@
+No steps in the output