Record canonical JSON payload bytes separately from CLI/MCP framing in scripts/benchmark-incremental-speed.py and attach the deterministic utf8_bytes_div_4_ceil token estimate to every query oracle.
Require every applicable marker, changed-path, architecture, and route oracle to pass. Render quality checks, query latency, response size, indexing latency, and peak RSS in scripts/summarize-benchmark-results.py; mark Pareto candidates only after correctness passes and all comparison axes are present.
Validated by 10 unittest cases across tests/test_benchmark_incremental_speed.py and tests/test_summarize_benchmark_results.py plus py_compile and git diff --check.
Signed-off-by: Andrew Hundt <ATHundt@gmail.com>