diff --git a/tests/benchmark/stateful/bloatnet/test_extcodesize_bytecode_sizes.py b/tests/benchmark/stateful/bloatnet/test_extcodesize_bytecode_sizes.py
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+++ b/tests/benchmark/stateful/bloatnet/test_extcodesize_bytecode_sizes.py
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+r"""
+Test EXTCODESIZE with parametrized bytecode sizes using CREATE2 factory.
+
+This benchmark measures the performance impact of `EXTCODESIZE` operations
+on contracts of varying sizes (0.5KB to 24KB).
+It stresses client state loading by maximizing **cold** EXTCODESIZE calls.
+
+Designed for execute mode only - contracts must be pre-deployed.
+
+## Gas-Based Loop Strategy
+
+The attack contract uses a gas-based loop exit (per Jochem's suggestion):
+1. Reads current salt from storage slot 0
+2. Loops while gas > 50K, calling EXTCODESIZE on CREATE2 addresses
+3. Saves final salt to storage slot 0 when exiting
+4. Next TX automatically resumes from where previous left off
+
+This eliminates manual gas calculations - the contract self-regulates.
+
+## Test Block Structure
+
+┌───────────────────────────────────────────────────────────────┐
+│                        Test Block                             │
+├───────────────────────────────────────────────────────────────┤
+│  TX1: Attack (~16M gas)                                       │
+│    └─> Loops EXTCODESIZE until gas < 50K, saves salt          │
+│                                                               │
+│  TX2: Attack (~16M gas)                                       │
+│    └─> Resumes from TX1's salt, continues looping             │
+│                                                               │
+│  TX3: Attack (~16M gas)                                       │
+│    └─> Resumes from TX2's salt, continues looping             │
+└───────────────────────────────────────────────────────────────┘
+
+Post-state verification checks attack contract's slot 1 for expected size.
+
+### Execute a Single Size
+
+```bash
+uv run execute remote \\
+  --fork Osaka \\
+  --rpc-endpoint http://127.0.0.1:8545 \\
+  --rpc-seed-key <SEED_KEY> \\
+  --rpc-chain-id 1337 \\
+  --address-stubs tests/benchmark/stateful/bloatnet/stubs.json \\
+  -- -m stateful --gas-benchmark-values 60 \\
+  tests/benchmark/stateful/bloatnet/test_extcodesize_bytecode_sizes.py \\
+  -k '24KB' -v
+```
+
+### Execute All Sizes
+
+```bash
+uv run execute remote \\
+  --fork Osaka \\
+  --rpc-endpoint http://127.0.0.1:8545 \\
+  --rpc-seed-key <SEED_KEY> \\
+  --rpc-chain-id 1337 \\
+  --address-stubs tests/benchmark/stateful/bloatnet/stubs.json \\
+  -- -m stateful --gas-benchmark-values 60 \\
+  tests/benchmark/stateful/bloatnet/test_extcodesize_bytecode_sizes.py -v
+```
+"""
+
+import pytest
+from execution_testing import (
+    Account,
+    Address,
+    Alloc,
+    Block,
+    BlockchainTestFiller,
+    Bytecode,
+    Conditional,
+    Op,
+    Storage,
+    Transaction,
+    While,
+)
+
+REFERENCE_SPEC_GIT_PATH = "DUMMY/bloatnet.md"
+REFERENCE_SPEC_VERSION = "1.0"
+
+
+def get_factory_stub_name(size_kb: float) -> str:
+    """Generate stub name for factory based on size."""
+    if size_kb == 0.5:
+        return "bloatnet_factory_0_5kb"
+    elif size_kb == 1.0:
+        return "bloatnet_factory_1kb"
+    elif size_kb == 2.0:
+        return "bloatnet_factory_2kb"
+    elif size_kb == 5.0:
+        return "bloatnet_factory_5kb"
+    elif size_kb == 10.0:
+        return "bloatnet_factory_10kb"
+    elif size_kb == 24.0:
+        return "bloatnet_factory_24kb"
+    else:
+        raise ValueError(f"Unsupported size: {size_kb}KB")
+
+
+def build_attack_contract(factory_address: Address) -> Bytecode:
+    """
+    Benchmark EXTCODESIZE calls with gas-based loop exit.
+
+    Storage Layout:
+     - Slot 0: current salt (persists across transactions)
+     - Slot 1: last EXTCODESIZE result (for verification)
+
+    CREATE2 Memory Layout (85 bytes from offset 11):
+     - MEM[11]    = 0xFF prefix
+     - MEM[12-31] = factory address (20 bytes)
+     - MEM[32-63] = salt (32 bytes)
+     - MEM[64-95] = init_code_hash (32 bytes)
+    """
+    gas_reserve = 50_000  # Reserve for 2x SSTORE + cleanup
+
+    return (
+        # Call factory.getConfig() -> (num_deployed, init_code_hash)
+        Conditional(
+            condition=Op.STATICCALL(
+                gas=Op.GAS,
+                address=factory_address,
+                args_offset=0,
+                args_size=0,
+                ret_offset=96,  # MEM[96]=num_deployed, MEM[128]=init_code_hash
+                ret_size=64,
+            ),
+            if_false=Op.REVERT(0, 0),
+        )
+        # Setup CREATE2 memory: keccak256(0xFF ++ factory ++ salt ++ hash)
+        + Op.MSTORE(0, factory_address)
+        + Op.MSTORE8(11, 0xFF)
+        + Op.MSTORE(32, Op.SLOAD(0))  # Load salt directly to memory
+        + Op.MSTORE(64, Op.MLOAD(128))  # init_code_hash
+        + Op.MSTORE(160, 0)  # Initialize last_size
+        + While(
+            body=(
+                Op.MSTORE(160, Op.EXTCODESIZE(Op.SHA3(11, 85)))
+                + Op.MSTORE(32, Op.ADD(Op.MLOAD(32), 1))
+            ),
+            condition=(
+                Op.AND(
+                    Op.GT(Op.GAS, gas_reserve),
+                    Op.GT(Op.MLOAD(96), Op.MLOAD(32)),  # num_deployed > salt
+                )
+            ),
+        )
+        + Op.SSTORE(0, Op.MLOAD(32))  # Save final salt
+        + Op.SSTORE(1, Op.MLOAD(160))  # Save last result
+        + Op.STOP
+    )
+
+
+@pytest.mark.parametrize(
+    "bytecode_size_kb",
+    [0.5, 1.0, 2.0, 5.0, 10.0, 24.0],
+    ids=lambda size: f"{size}KB",
+)
+@pytest.mark.valid_from("Prague")
+def test_extcodesize_bytecode_sizes(
+    blockchain_test: BlockchainTestFiller,
+    pre: Alloc,
+    bytecode_size_kb: float,
+    gas_benchmark_value: int,
+    tx_gas_limit: int,
+) -> None:
+    """
+    Execute EXTCODESIZE benchmark against pre-deployed contracts.
+
+    Uses a gas-based loop exit strategy:
+    1. Attack contract reads/writes salt from storage slot 0
+    2. Loop exits when gas < 50K, saves salt for next TX
+    3. Each TX automatically resumes from where previous left off
+
+    Post-state verifies that the attack contract's slot 1 contains the
+    expected bytecode size (last EXTCODESIZE result).
+    """
+    expected_size_bytes = int(bytecode_size_kb * 1024)
+
+    # Get factory stub name for this size
+    factory_stub = get_factory_stub_name(bytecode_size_kb)
+
+    # Deploy factory stub (address comes from stub file)
+    factory_address = pre.deploy_contract(
+        code=Bytecode(),  # Empty bytecode - address from stub
+        stub=factory_stub,
+    )
+
+    # Build and deploy the attack contract
+    attack_code = build_attack_contract(factory_address)
+    attack_address = pre.deploy_contract(code=attack_code)
+
+    # Calculate how many transactions we need to fill the block
+    num_attack_txs = gas_benchmark_value // tx_gas_limit
+    if num_attack_txs == 0:
+        num_attack_txs = 1
+
+    # Fund the sender
+    sender = pre.fund_eoa()
+
+    # Build transactions
+    txs = []
+
+    # Attack transactions: all identical, no calldata needed
+    for _ in range(num_attack_txs):
+        attack_tx = Transaction(
+            gas_limit=tx_gas_limit,
+            to=attack_address,
+            sender=sender,
+        )
+        txs.append(attack_tx)
+
+    # Create block with all transactions
+    block = Block(txs=txs)
+
+    # Post-state verification:
+    # Attack contract slot 1 = expected size (last EXTCODESIZE result)
+    # Slot 0 can be any value (final salt depends on gas used)
+    attack_storage = Storage({1: expected_size_bytes})  # type: ignore[dict-item]
+    attack_storage.set_expect_any(0)
+
+    post = {
+        attack_address: Account(storage=attack_storage),
+    }
+
+    blockchain_test(
+        pre=pre,
+        post=post,
+        blocks=[block],
+    )