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{
"last_updated": "2026-09-18",
"claims": [
{
"id": "root_readme_hnsw_latency_microseconds",
"file": "README.md",
"must_contain": "HNSW Search index-only (10K/768D, k=10)",
"validation_command": "cargo bench -p velesdb-core --bench hnsw_benchmark",
"executable": false,
"source": "benchmarks/results/pr363_365_comparison.md (47-56µs measured) — relabeled as 'index-only' for transparency vs the canonical 450µs end-to-end number. Corpus label corrected 5K→10K on 2026-07-20: hnsw_benchmark.rs inserts 10,000 vectors; re-measured quiet (Apple M5 Pro) at 53.2 µs.",
"last_updated": "2026-04-27",
"measured_on": "2026-07-20",
"measured_machine": "Apple M5 Pro (quiet re-run, 53.2 us)",
"measured_version": "3.12.0",
"stale_accepted": {
"reason": "Measured 2026-07-20: develop carried workspace 3.12.0 from v3.12.0 (2026-07-15) until the 4.0.0 bump (2026-07-24), so any build of that day reports 3.12.0; the run itself names no commit. Re-measuring belongs on the idle Apple M5 Pro it was taken on, not done in this change.",
"granted": "2026-09-23",
"for_workspace_major": 6
}
},
{
"id": "root_readme_simd_dot",
"file": "README.md",
"must_contain": "SIMD Dot Product (768D, AVX2)",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "The label of the README's index-only dot-product figure, 21.7 ns (pinned by readme_simd_dot_product_latency). commit df217860 (2026-03-27, 'docs: update README performance section with verified production metrics'): 'Core engine: Rust index-only for architecture reference (5K/768D: 55us HNSW search, 21.7ns dot product)'; 'Measured 2026-03-27, i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92.' The April 3, 2026 run in docs/BENCHMARKS.md section 1 measured 21.8 ns for the same kernel; the README's distance-metrics line quotes that run. measured_version is the workspace version of df217860.",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92 (commit df217860)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Dated by commit df217860 (2026-03-27, 1.7.2); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "root_readme_ci_quality_gate",
"file": "README.md",
"must_contain": "cargo test --workspace",
"validation_command": "cargo test --workspace",
"executable": false,
"source": "The README names the command CI's test job runs (`cargo test --workspace`): a gate, not a measured figure.",
"notes": "Documentary: running the full workspace test suite from inside this fast contract-check script would duplicate the dedicated CI test job and be far too slow/costly to run on every doc/registry change.",
"measured_on": "n/a",
"measured_machine": "n/a",
"measured_version": "n/a",
"last_updated": "2026-09-13"
},
{
"id": "core_readme_hnsw_latency",
"file": "crates/velesdb-core/README.md",
"must_contain": "450µs p50",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "core_readme_columnstore_claim",
"file": "crates/velesdb-core/README.md",
"must_contain": "`ColumnStore` filtering",
"validation_command": "cargo bench -p velesdb-core --bench column_filter_benchmark",
"executable": false,
"measured_on": "2026-03-19",
"measured_machine": "Intel Core i9-14900KF (x86_64, AVX2) - docs/BENCHMARKS.md reference machine",
"measured_version": "1.6.0",
"source": "docs/BENCHMARKS.md section 6 '#### Integer Equality Filter (`filter_eq_int`, measured 2026-03-19)': JSON scan 3.84 ms vs ColumnStore 29.5 us at 100K rows = 130x, recorded by the v1.6.0 release commit 92cc35bd ('Re-run all 6 benchmark suites sequentially on idle machine (i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92.0) — March 19, 2026'). This claim pins the label of the core README row that states it ('`ColumnStore` filtering vs. scanning JSON payloads | up to **130x** faster | integer equality, 100K rows'); core_readme_columnstore_speedup pins the number.",
"stale_accepted": {
"reason": "Published with its date in docs/BENCHMARKS.md section 6; the ratio is hardware-dependent and re-measuring it belongs on the idle i9-14900KF reference machine.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "core_readme_columnstore_speedup",
"file": "crates/velesdb-core/README.md",
"must_contain": "130x",
"validation_command": "cargo bench -p velesdb-core --bench column_filter_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 6 '#### Integer Equality Filter (`filter_eq_int`, measured 2026-03-19)': JSON scan 3.84 ms vs ColumnStore 29.5 us at 100K rows = 130x, recorded by the v1.6.0 release commit 92cc35bd ('Re-run all 6 benchmark suites sequentially on idle machine (i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92.0) — March 19, 2026'). Same run and figure as readme_columnstore_130x_claim.",
"measured_on": "2026-03-19",
"measured_machine": "Intel Core i9-14900KF (x86_64, AVX2) - docs/BENCHMARKS.md reference machine",
"measured_version": "1.6.0",
"stale_accepted": {
"reason": "Published with its date in docs/BENCHMARKS.md section 6; the ratio is hardware-dependent and re-measuring it belongs on the idle i9-14900KF reference machine.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "readme_simd_dot_product_latency",
"file": "README.md",
"must_contain": "**21.7 ns**",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "commit df217860 (2026-03-27, 'docs: update README performance section with verified production metrics'): 'Core engine: Rust index-only for architecture reference (5K/768D: 55us HNSW search, 21.7ns dot product)'; 'Measured 2026-03-27, i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92.' The April 3, 2026 run in docs/BENCHMARKS.md section 1 measured 21.8 ns for the same kernel; the README's distance-metrics line quotes that run. measured_version is the workspace version of df217860.",
"last_updated": "2026-09-13",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92 (commit df217860)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Dated by commit df217860 (2026-03-27, 1.7.2); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_production_search_latency",
"file": "README.md",
"must_contain": "**450 us**",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"last_updated": "2026-09-13",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_hnsw_core_search_latency",
"file": "README.md",
"must_contain": "**55 us**",
"validation_command": "cargo bench -p velesdb-core --bench hnsw_benchmark",
"executable": false,
"source": "commit df217860 (2026-03-27, 'docs: update README performance section with verified production metrics'): 'Core engine: Rust index-only for architecture reference (5K/768D: 55us HNSW search, 21.7ns dot product)' and 'Full production path: Python SDK, WAL ON, recall@10 >= 95% (10K/384D: 571us p50, 15K vec/s insert)'; 'Measured 2026-03-27, i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92.' hnsw_benchmark's hnsw_search_latency group inserted 10,000 vectors at that commit, so the '5K' label was wrong; commit 45cb8021 relabeled it 10K and re-measured 53.2 us on an Apple M5 Pro (2026-07-20). measured_version is the workspace version of df217860.",
"last_updated": "2026-09-13",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92 (commit df217860)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Dated by commit df217860 (2026-03-27, 1.7.2, i9-14900KF). The same day commit 126d5a9a recorded 47.0 us for the same bench on the same machine, and a quiet Apple M5 Pro re-run on 2026-07-20 measured 53.2 us; re-measuring belongs on the idle i9-14900KF, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_recall_at_10_accurate",
"file": "README.md",
"must_contain": "**100%**",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Accurate ef=512: 100.0%)",
"last_updated": "2026-09-10",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0"
},
{
"id": "readme_recall_fast_mode",
"file": "README.md",
"must_contain": "| Fast | 96 | 97.4% |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%)",
"last_updated": "2026-09-10",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0"
},
{
"id": "readme_recall_balanced_mode",
"file": "README.md",
"must_contain": "| Balanced (default) | 160 | 99.8% |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Balanced ef=160: 99.8%)",
"last_updated": "2026-09-10",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0"
},
{
"id": "readme_recall_accurate_mode",
"file": "README.md",
"must_contain": "| Accurate | 512 | 100% |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Accurate ef=512: 100.0%)",
"last_updated": "2026-09-10",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0"
},
{
"id": "readme_columnstore_130x_claim",
"file": "README.md",
"must_contain": "130x faster",
"validation_command": "cargo bench -p velesdb-core --bench column_filter_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 6 '#### Integer Equality Filter (`filter_eq_int`, measured 2026-03-19)': JSON scan 3.84 ms vs ColumnStore 29.5 us at 100K rows = 130x, recorded by the v1.6.0 release commit 92cc35bd ('Re-run all 6 benchmark suites sequentially on idle machine (i9-14900KF, 64GB DDR5, Windows 11, Rust 1.92.0) — March 19, 2026'). The README names that machine and those two times. The Apple M5 Pro cross-check (~50–105x, 2026-07-20, commit 45cb8021) is a separate run, pinned by readme_columnstore_apple_ratio_range.",
"last_updated": "2026-09-13",
"measured_on": "2026-03-19",
"measured_machine": "Intel Core i9-14900KF (x86_64, AVX2) - docs/BENCHMARKS.md reference machine",
"measured_version": "1.6.0",
"stale_accepted": {
"reason": "Published with its date in docs/BENCHMARKS.md section 6; the ratio is hardware-dependent and re-measuring it belongs on the idle i9-14900KF reference machine.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "benchmarks_sift1m_recall_at_10",
"file": "docs/BENCHMARKS.md",
"must_contain": "SIFT1M",
"validation_command": "cargo bench -p velesdb-core --bench sift1m_recall --features bench-sift1m",
"executable": false,
"source": "docs/BENCHMARKS.md section 11 (SIFT1M — Standard ANN Benchmark)",
"last_updated": "2026-04-18",
"notes": "Gated by --features bench-sift1m + cached download or VELESDB_SIFT1M_DIR. CI skips (feature off); run locally or on a dedicated bench runner. The `must_contain` is intentionally loose (dataset name only) until numeric ranges are populated in section 11.3 from a first stable run on reference hardware — tightening it prematurely would lock the contract around literature reference points that are not VelesDB measurements.",
"measured_on": "n/a",
"measured_machine": "n/a",
"measured_version": "n/a"
},
{
"id": "readme_sparse_search_latency",
"file": "README.md",
"must_contain": "BM25 Sparse Search index-only (10K docs, top-10) 57.6 us",
"validation_command": "cargo bench -p velesdb-core --bench sparse_benchmark -- top10_10k_corpus",
"executable": false,
"source": "commit f4999a74 (PR #621, 2026-04-21): 'Measured impact (i9-14900K, SPLADE 10K corpus): top-10: 956 us -> 57.6 us (-94%, 16.6x speedup); top-100: 927 us -> 75.1 us (-92%, 12.3x speedup)'. measured_version is the workspace version of that commit.",
"last_updated": "2026-09-13",
"measured_on": "2026-04-21 (date of commit f4999a74, which records the run)",
"measured_machine": "i9-14900K, as commit f4999a74 names it (docs/BENCHMARKS.md's reference machine is the i9-14900KF)",
"measured_version": "1.13.0",
"stale_accepted": {
"reason": "Recorded by PR #621 with its before and after on one machine (1.13.0); re-measuring belongs on the idle reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_simd_cosine_latency",
"file": "README.md",
"must_contain": "Cosine 32 ns",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 1, SIMD Kernel Latency: Cosine 32.4 ns at 768D, set by commit 81b371ba (2026-04-03) under 'Measured April 3, 2026 on Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Rust 1.94.1, Windows 11 Pro, sequential run on idle machine'. The README's distance-metrics line names that run and rounds the figure to 32 ns. measured_version is the workspace version of 81b371ba.",
"last_updated": "2026-09-13",
"measured_on": "2026-04-03",
"measured_machine": "Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Windows 11 Pro, Rust 1.94.1, idle (docs/BENCHMARKS.md section 1)",
"measured_version": "1.11.0",
"stale_accepted": {
"reason": "Dated in docs/BENCHMARKS.md section 1 (2026-04-03, 1.11.0); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_simd_euclidean_latency",
"file": "README.md",
"must_contain": "Euclidean 26 ns",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 1, SIMD Kernel Latency: Euclidean 26.0 ns at 768D, set by commit 81b371ba (2026-04-03) under 'Measured April 3, 2026 on Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Rust 1.94.1, Windows 11 Pro, sequential run on idle machine'. The README's distance-metrics line names that run and rounds the figure to 26 ns. The line said 20 ns until 2026-09-13, while the run its claim was dated to measured 26.0 ns. measured_version is the workspace version of 81b371ba.",
"last_updated": "2026-09-13",
"measured_on": "2026-04-03",
"measured_machine": "Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Windows 11 Pro, Rust 1.94.1, idle (docs/BENCHMARKS.md section 1)",
"measured_version": "1.11.0",
"stale_accepted": {
"reason": "Dated in docs/BENCHMARKS.md section 1 (2026-04-03, 1.11.0); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_simd_dot_product_per_metric_latency",
"file": "README.md",
"must_contain": "Dot Product 22 ns",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 1, SIMD Kernel Latency: Dot Product 21.8 ns at 768D, set by commit 81b371ba (2026-04-03) under 'Measured April 3, 2026 on Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Rust 1.94.1, Windows 11 Pro, sequential run on idle machine'. The README's distance-metrics line names that run and rounds the figure to 22 ns. Distinct from readme_simd_dot_product_latency (21.7 ns), the 2026-03-27 run the README's index-only line quotes. measured_version is the workspace version of 81b371ba.",
"last_updated": "2026-09-13",
"measured_on": "2026-04-03",
"measured_machine": "Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Windows 11 Pro, Rust 1.94.1, idle (docs/BENCHMARKS.md section 1)",
"measured_version": "1.11.0",
"stale_accepted": {
"reason": "Dated in docs/BENCHMARKS.md section 1 (2026-04-03, 1.11.0); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
}
},
{
"id": "readme_simd_hamming_latency",
"file": "README.md",
"must_contain": "Hamming 35 ns",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 1, SIMD Kernel Latency: Hamming 35.2 ns at 768D, set by commit 81b371ba (2026-04-03) under 'Measured April 3, 2026 on Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Rust 1.94.1, Windows 11 Pro, sequential run on idle machine'. The README's distance-metrics line names that run and rounds the figure to 35 ns. measured_version is the workspace version of 81b371ba.",
"measured_on": "2026-04-03",
"measured_machine": "Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Windows 11 Pro, Rust 1.94.1, idle (docs/BENCHMARKS.md section 1)",
"measured_version": "1.11.0",
"stale_accepted": {
"reason": "Dated in docs/BENCHMARKS.md section 1 (2026-04-03, 1.11.0); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "readme_simd_jaccard_latency",
"file": "README.md",
"must_contain": "Jaccard 27 ns",
"validation_command": "cargo bench -p velesdb-core --bench simd_benchmark",
"executable": false,
"source": "docs/BENCHMARKS.md section 1, SIMD Kernel Latency: Jaccard 27.3 ns at 768D, set by commit 81b371ba (2026-04-03) under 'Measured April 3, 2026 on Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Rust 1.94.1, Windows 11 Pro, sequential run on idle machine'. The README's distance-metrics line names that run and rounds the figure to 27 ns. measured_version is the workspace version of 81b371ba.",
"measured_on": "2026-04-03",
"measured_machine": "Intel Core i9-14900KF (24C/32T, AVX2+FMA), 64GB DDR5, Windows 11 Pro, Rust 1.94.1, idle (docs/BENCHMARKS.md section 1)",
"measured_version": "1.11.0",
"stale_accepted": {
"reason": "Dated in docs/BENCHMARKS.md section 1 (2026-04-03, 1.11.0); re-measuring belongs on the idle i9-14900KF reference machine, not done in this change.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "readme_columnstore_speedup_baseline_rows",
"file": "README.md",
"must_contain": "100K rows",
"validation_command": "cargo bench -p velesdb-core --bench column_filter_benchmark",
"executable": false,
"source": "README.md ColumnStore 130x speedup baseline. Footnote *¹ scopes the claim: filtering-API micro-benchmark, integer equality, 130x at 100K rows / 55x at 10K rows (docs/BENCHMARKS.md section 6); no 1M-row measurement exists. The filtering API serves SELECT WHERE via the adaptive payload mirror (collection/payload_mirror).",
"last_updated": "2026-06-10",
"measured_on": "2026-03-19",
"measured_machine": "Intel Core i9-14900KF (x86_64, AVX2) — docs/BENCHMARKS.md reference machine",
"measured_version": "1.6.0",
"stale_accepted": {
"reason": "Published with its date in docs/BENCHMARKS.md section 6 (filter_eq_int, measured 2026-03-19, 1.6.0, as the sibling readme_columnstore_130x_claim records); the 2026-07-20 run was the Apple M5 Pro cross-check, not this figure. The ratio is hardware-dependent and re-measuring it belongs on the idle i9-14900KF reference machine.",
"granted": "2026-09-23",
"for_workspace_major": 6
}
},
{
"id": "readme_binary_size_9mb",
"file": "README.md",
"must_contain": "~14 MB binary",
"validation_command": "cargo build --release -p velesdb-server && stat -c%s target/release/velesdb-server # measured 2026-09-02 on x86_64-unknown-linux-gnu: 14345984 bytes = 13.68 MiB",
"executable": false,
"source": "Measured 2026-09-02 from `cargo build --release -p velesdb-server` on x86_64-unknown-linux-gnu: 14345984 bytes (13.68 MiB); [profile.release] already sets strip = true. The Binary Size Gate measured 13.78 MiB for the same commit on ubuntu-latest with toolchain 1.90, a 10 KB delta. The figure this replaces (~10 MB) was measured at 4.0.0 on aarch64-apple-darwin and was never true for the Linux x86_64 build users download: v5.2.0, already published, builds to 14339664 bytes (13.68 MiB) on the same machine, so 6.0.0 adds 6320 bytes (0.04%) rather than regressing. Two things kept that invisible. binary-size.yml piped the gate's exit status into tee under a shell without pipefail, so the required check could not fail on an over-ceiling binary (#2193). And this entry's previous source cited a \"README footnote [3]\" stating a 7-13 MB provenance range - that footnote does not exist; README.md carries no footnotes at all, so readers saw a flat ~10 MB with no range. Apple Silicon is smaller and has not been re-measured since 4.0.0; ~14 MB is quoted for the largest target rather than the smallest.",
"last_updated": "2026-09-02",
"measured_on": "2026-09-02",
"measured_machine": "x86_64-unknown-linux-gnu (size varies by target; this is the largest)",
"measured_version": "6.0.0"
},
{
"id": "readme_wasm_bundle_gzipped",
"file": "README.md",
"must_contain": "~710 KB gzipped",
"validation_command": "cd crates/velesdb-wasm && wasm-pack build --target web --release && gzip -c pkg/velesdb_wasm_bg.wasm | wc -c # measured 2026-09-02: 726700 bytes = 710 KiB (raw 2114045 = 2.02 MiB)",
"executable": false,
"source": "Measured 2026-09-02 at 6.0.0 with `wasm-pack build --target web --release`, the command release.yml:623 publishes from: pkg/velesdb_wasm_bg.wasm is 2114045 bytes raw and 726700 gzipped (level 6) = 710 KiB. The ~674 KB it replaces was measured on the published 4.0.0 npm package and had drifted 5.4% low over two majors. This entry's previous waiver said the figure could only come from the published npm artifact of the next release, and that \"the WASM Build Check job bounds regressions meanwhile\" - that job runs cargo check, quantization-parity tests and wasm-bindgen tests and never measures bundle size, so nothing bounded anything. The validation_command above removes the chicken-and-egg by measuring the same artifact from source, before the tag rather than after it. Caveat on the last percent: the measurement used wasm-pack 0.13.1 with binaryen 117, while CI installs the latest wasm-pack via taiki-e/install-action, which may pin a different binaryen; wasm-opt settings come from [package.metadata.wasm-pack.profile.release] (-Os, SIMD, bulk-memory, nontrapping-float-to-int) either way. wasm-opt MUST run for this number to mean anything - skipping it yields 703535 gzipped from a larger 2294177-byte raw bundle, which is not the published artifact.",
"last_updated": "2026-09-02",
"measured_on": "2026-09-02",
"measured_machine": "x86_64-unknown-linux-gnu, wasm-pack 0.13.1 + binaryen 117 (platform-independent artifact; toolchain-sensitive at the percent level)",
"measured_version": "6.0.0"
},
{
"id": "readme_rest_endpoint_count",
"file": "README.md",
"must_contain": "54 REST endpoints",
"validation_command": "test \"$(grep -cE '^ /' docs/openapi.yaml)\" -eq 54",
"executable": true,
"source": "docs/openapi.yaml on this branch: 54 paths / 61 operations, including the relations + TTL endpoints and GET /metrics. Corroborated by crates/velesdb-server/src/routes.rs (54 .route() registrations). Endpoint count convention = OpenAPI paths.",
"last_updated": "2026-07-10",
"measured_on": "re-derived on every run",
"measured_machine": "platform-independent (derived from docs/openapi.yaml)",
"measured_version": "re-derived on every run",
"re_derives": true
},
{
"id": "readme_economics_cropped_dollars_saved",
"file": "README.md",
"must_contain": "**10.9 %**",
"validation_command": "grep -qF '10.9 %' README.md && grep -qF '10.9%' examples/real-session-benchmark/README.md",
"executable": true,
"source": "examples/real-session-benchmark/README.md:405 (billed campaign 2026-07-19, 19-turn cropped-screenshot session, cli runner: $0.4442 -> $0.3960 = 10.9% $ saved; raw logs examples/real-session-benchmark/results/2026-07-19-vibe-cli/) — consistency check only, no live billed re-run.",
"last_updated": "2026-07-19",
"measured_on": "2026-07-19",
"measured_machine": "billed API campaign (Claude Code cli runner / direct Messages API) — not CPU-bound",
"measured_version": "3.12.0",
"stale_accepted": {
"reason": "Dated by commit 0d461a502, which records the billed campaign's vibe-cli raw logs (2026-07-19, workspace 3.12.0); the logs name no version, so the version is that commit's. Re-measuring means re-running the billed API campaign, not done in this change.",
"granted": "2026-09-23",
"for_workspace_major": 6
}
},
{
"id": "readme_economics_retina_dollars_and_tokens_saved",
"file": "README.md",
"must_contain": "**21.9 %**",
"validation_command": "grep -qF '21.9 %' README.md && grep -qF '21.9%' examples/real-session-benchmark/README.md && grep -qF '17.6%' examples/real-session-benchmark/README.md",
"executable": true,
"source": "examples/real-session-benchmark/README.md:406 (billed campaign 2026-07-19, 19-turn real-Retina-screenshot session, cli runner: $0.5693 -> $0.4444 = 21.9% $ saved, 17.6% tokens saved; raw logs examples/real-session-benchmark/results/2026-07-19-day-scale/) — consistency check only, no live billed re-run.",
"last_updated": "2026-07-19",
"measured_on": "2026-07-19",
"measured_machine": "billed API campaign (Claude Code cli runner / direct Messages API) — not CPU-bound",
"measured_version": "3.12.0",
"stale_accepted": {
"reason": "Dated by commit cf4e14f7d, which records the billed campaign's day-scale raw logs (2026-07-19, workspace 3.12.0); the logs name no version, so the version is that commit's. Re-measuring means re-running the billed API campaign, not done in this change.",
"granted": "2026-09-23",
"for_workspace_major": 6
}
},
{
"id": "readme_economics_day_scale_dollars_saved",
"file": "README.md",
"must_contain": "**14.7 %**",
"validation_command": "grep -qF '14.7 %' README.md && grep -qF '14.7%' examples/real-session-benchmark/README.md",
"executable": true,
"source": "examples/real-session-benchmark/README.md:407 (billed campaign 2026-07-19, 36-turn day-scale session, cli runner: $1.8613 -> $1.5876 = 14.7% $ saved; raw log examples/real-session-benchmark/results/2026-07-19-day-scale/billed-long36-cli.log) — consistency check only, no live billed re-run.",
"last_updated": "2026-07-19",
"measured_on": "2026-07-19",
"measured_machine": "billed API campaign (Claude Code cli runner / direct Messages API) — not CPU-bound",
"measured_version": "3.12.0",
"stale_accepted": {
"reason": "Dated by commit cf4e14f7d, which records the billed campaign's day-scale raw logs (2026-07-19, workspace 3.12.0); the logs name no version, so the version is that commit's. Re-measuring means re-running the billed API campaign, not done in this change.",
"granted": "2026-09-23",
"for_workspace_major": 6
}
},
{
"id": "readme_economics_api_input_tokens_saved",
"file": "README.md",
"must_contain": "**15.1 %**",
"validation_command": "grep -qF '15.1 %' README.md && grep -qF '15.1%' examples/real-session-benchmark/README.md",
"executable": true,
"source": "examples/real-session-benchmark/README.md:408 (billed campaign 2026-07-19, 19-turn session via direct Messages API runner: input_tokens 15.1% saved; raw log examples/real-session-benchmark/results/2026-07-19-day-scale/billed-vibe-api.log) — consistency check only, no live billed re-run.",
"last_updated": "2026-07-19",
"measured_on": "2026-07-19",
"measured_machine": "billed API campaign (Claude Code cli runner / direct Messages API) — not CPU-bound",
"measured_version": "3.12.0",
"stale_accepted": {
"reason": "Dated by commit cf4e14f7d, which records the billed campaign's day-scale raw logs (2026-07-19, workspace 3.12.0); the logs name no version, so the version is that commit's. Re-measuring means re-running the billed API campaign, not done in this change.",
"granted": "2026-09-23",
"for_workspace_major": 6
}
},
{
"id": "readme_economics_context_savings_corpus",
"file": "README.md",
"must_contain": "**82.5 %**",
"validation_command": "grep -qF '82.5 %' README.md && grep -qF '82.5% saved' crates/velesdb-memory/examples/context_savings/README.md && grep -qF '26533 raw -> 4647 compiled' crates/velesdb-memory/examples/context_savings/README.md",
"executable": true,
"source": "crates/velesdb-memory/examples/context_savings/README.md:58 (committed 12-turn agent-session corpus, real cl100k BPE: 26533 raw -> 4647 compiled tokens = 82.5% saved). Re-measured 2026-09-23 on 6.0.0 with real_measures/agent_session.mjs (velesdb-node built from the tree, gpt-tokenizer 4.0.0 installed --no-save as the harness prescribes): the same 26533 -> 4647, every turn compiled twice byte-identical. The validation_command only greps the figure, so the claim ages like a documentary one.",
"last_updated": "2026-09-23",
"measured_on": "2026-09-23",
"measured_machine": "platform-independent (committed corpus, deterministic tokenizer)",
"measured_version": "6.0.0"
},
{
"id": "mcp_same_named_scalar_wire_tolerance",
"file": "docs/reference/MCP_TOOLS.md",
"must_contain": "**Invariant:** same field name + same advertised scalar type means identical tolerance for the JSON-encoded string form.",
"validation_command": "cargo test -p velesdb-memory --test mcp_schema_bdd same_named_scalar_input_slots_share_wire_tolerance -- --exact --test-threads=1",
"executable": false,
"source": "Issue #1686: the live-schema MCP regression test compares the accepted wire form for every repeated field-name and scalar-type pair.",
"last_updated": "2026-08-15",
"measured_on": "2026-09-02",
"measured_machine": "platform-independent (wire-schema contract)",
"measured_version": "6.0.0"
},
{
"id": "mcp_lenient_scalar_rejects_incompatible_forms",
"file": "docs/reference/MCP_TOOLS.md",
"must_contain": "**Rejection invariant:** leniency never accepts an invalid JSON string or a value of another scalar or container type.",
"validation_command": "cargo test -p velesdb-memory --test mcp_schema_bdd every_non_string_scalar_input_rejects_incompatible_forms -- --exact --test-threads=1",
"executable": false,
"source": "Issue #1686: the live MCP server must reject invalid strings and incompatible scalar or container values at every non-string scalar input slot.",
"last_updated": "2026-08-15",
"measured_on": "2026-09-02",
"measured_machine": "platform-independent (wire-schema contract)",
"measured_version": "6.0.0"
},
{
"id": "core_perf_e2e_headline_recall",
"file": "docs/guides/CORE_PERFORMANCE.md",
"must_contain": "recall ≥ 96%), measured 2026-03-27 on 1.7.2, when Balanced ran at ef 128",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "core_perf_e2e_key_characteristic",
"file": "docs/guides/CORE_PERFORMANCE.md",
"must_contain": "- End-to-end search latency: **450 µs p50** (10K/384D, WAL ON, recall ≥ 96%) —",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "core_perf_e2e_headline_p50",
"file": "docs/guides/CORE_PERFORMANCE.md",
"must_contain": "**450 µs p50** end-to-end vector search (10K vectors, 384D, WAL ON,",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "core_perf_e2e_canonical_note",
"file": "docs/guides/CORE_PERFORMANCE.md",
"must_contain": "> The canonical end-to-end latency remains **450 µs p50** (2026-03-27, 1.7.2).",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "python_engine_e2e_p50",
"file": "docs/guides/PYTHON_ENGINE_BENCHMARKS.md",
"must_contain": "**~450 µs** (canonical, recall ≥ 96%; measured 2026-03-27 on 1.7.2)",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "examples_ecommerce_e2e_p50_450us",
"file": "examples/ecommerce_recommendation/README.md",
"must_contain": "**~450µs** (10K/384D, WAL ON; measured 2026-03-27 on 1.7.2)",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "server_tour_e2e_p50",
"file": "docs/guides/SERVER_REST_TOUR.md",
"must_contain": "~450 µs (10K/384D, WAL on, recall ≥ 96%), measured 2026-03-27 on 1.7.2",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "architecture_e2e_p50",
"file": "docs/reference/ARCHITECTURE.md",
"must_contain": "| Search end-to-end p50 (10K/384D, WAL ON, recall ≥ 96%) | ~450 µs (2026-03-27, 1.7.2) |",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "tuning_new_recall_default_path",
"file": "docs/guides/TUNING_GUIDE.md",
"must_contain": "measured 97.6% recall@10 end to end (10K × 384D clustered set",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "native_hnsw_new_recall_default_path",
"file": "docs/reference/NATIVE_HNSW.md",
"must_contain": "measured 97.6% recall@10 end to end (10K × 384D clustered set",
"validation_command": "python benchmarks/velesdb_benchmark.py --recall",
"executable": false,
"source": "benchmarks/report_1.7.2_2026-03-27.json, written by benchmarks/velesdb_benchmark.py --recall (Python SDK, WAL ON, 10K x 384D, 200 searches after warm-up): search p50 447 us, p99 662 us; recall@10 mean 0.976 (min 0.8) on its clustered 10K x 384D recall set. CHANGELOG.md [1.8.0] (2026-03-27) publishes the run as '450us p50 search' with 'recall@10 >= 96%'. The collection default path ran HnswParams::auto and Balanced at ef_search 128 then (160 since 70b33d33, 2026-04-01).",
"measured_on": "2026-03-27",
"measured_machine": "Intel Core i9-14900KF, 64 GB, Windows (benchmarks/report_1.7.2_2026-03-27.json)",
"measured_version": "1.7.2",
"stale_accepted": {
"reason": "Published with its original date and version (2026-03-27, 1.7.2, Balanced then at ef 128). Re-measuring means re-running velesdb_benchmark.py on the idle i9-14900KF it was taken on; the 3.3.0 Apple Silicon run (benchmarks/results/report_3.3.0_apple-silicon_2026-06-24.json, p50 366 us) is another machine and does not replace it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "benchmarks_balanced_recall_design_target",
"file": "docs/BENCHMARKS.md",
"must_contain": "the 10K table above measures Balanced at 99.8%",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "mobile_api_fast_recall",
"file": "docs/guides/MOBILE_API.md",
"must_contain": "| `Fast` | 96 | 97.4% recall@10*, lowest latency |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "mobile_api_balanced_recall",
"file": "docs/guides/MOBILE_API.md",
"must_contain": "| `Balanced` | 160 | 99.8% recall@10*, default |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "mobile_api_accurate_recall",
"file": "docs/guides/MOBILE_API.md",
"must_contain": "| `Accurate` | 512 | 100% recall@10*;",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "python_perf_accurate_recall",
"file": "docs/guides/PYTHON_PERFORMANCE.md",
"must_contain": "| 512 | 100%*;",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "python_perf_fast_recall",
"file": "docs/guides/PYTHON_PERFORMANCE.md",
"must_contain": "Lower latency at 97.4% recall@10 in `recall_benchmark`",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "server_tour_fast_recall",
"file": "docs/guides/SERVER_REST_TOUR.md",
"must_contain": "| `fast` | Low latency: 97.4% recall@10* |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "server_tour_balanced_recall",
"file": "docs/guides/SERVER_REST_TOUR.md",
"must_contain": "| `balanced` | Default: 99.8% recall@10* |",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "server_tour_accurate_recall",
"file": "docs/guides/SERVER_REST_TOUR.md",
"must_contain": "| `accurate` | High precision: 100% recall@10*;",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_config_fast_recall",
"file": "crates/velesdb-core/src/config.rs",
"must_contain": "`ef_search=96`: 97.4% recall@10 in `recall_benchmark`",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_config_balanced_recall",
"file": "crates/velesdb-core/src/config.rs",
"must_contain": "`ef_search=160`: 99.8% recall@10 in",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_config_accurate_recall",
"file": "crates/velesdb-core/src/config.rs",
"must_contain": "`ef_search=512`: 100% recall@10 in",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_params_fast_recall",
"file": "crates/velesdb-core/src/index/hnsw/params.rs",
"must_contain": "`ef_search=96`: 97.4% recall@10 in `recall_benchmark`",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_params_balanced_recall",
"file": "crates/velesdb-core/src/index/hnsw/params.rs",
"must_contain": "`ef_search=160`: 99.8% recall@10 in",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_params_accurate_recall",
"file": "crates/velesdb-core/src/index/hnsw/params.rs",
"must_contain": "`ef_search=512`: 100% recall@10 in",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_hnsw_index_fast_recall",
"file": "crates/velesdb-core/src/index/hnsw/index/mod.rs",
"must_contain": "`ef_search=96`, 97.4% recall@10 in `recall_benchmark`",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_hnsw_index_balanced_recall",
"file": "crates/velesdb-core/src/index/hnsw/index/mod.rs",
"must_contain": "`ef_search=160`, 99.8% recall@10 there",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_hnsw_index_accurate_recall",
"file": "crates/velesdb-core/src/index/hnsw/index/mod.rs",
"must_contain": "`ef_search=512`, 100% recall@10 there",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_mobile_fast_recall",
"file": "crates/velesdb-mobile/src/types.rs",
"must_contain": "(`ef_search=96`): 97.4% recall@10 in the core's",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_mobile_balanced_recall",
"file": "crates/velesdb-mobile/src/types.rs",
"must_contain": "(`ef_search=160`): 99.8% recall@10 in the core's",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_mobile_accurate_recall",
"file": "crates/velesdb-mobile/src/types.rs",
"must_contain": "(`ef_search=512`): 100% recall@10 in the core's",
"validation_command": "cargo bench -p velesdb-core --bench recall_benchmark",
"executable": false,
"source": "cargo bench -p velesdb-core --bench recall_benchmark: its recall report (10K random 128-D vectors, HnswParams::max_recall index, 100 queries, k=10) at the current presets, 2026-09-10 on 6.0.0 (Fast ef=96: 97.4%, Balanced ef=160: 99.8%, Accurate ef=512: 100.0%) - the run behind readme_recall_fast_mode, readme_recall_balanced_mode, readme_recall_accurate_mode and docs/BENCHMARKS.md section 5 'HNSW Recall Profiles (10K/128D)'.",
"measured_on": "2026-09-10",
"measured_machine": "Apple M5 Pro",
"measured_version": "6.0.0",
"last_updated": "2026-09-13"
},
{
"id": "benchmarks_accurate_sift1m_recall",
"file": "docs/BENCHMARKS.md",
"must_contain": "§11.3 measures Accurate at 0.98",
"validation_command": "cargo bench -p velesdb-core --bench sift1m_recall --features bench-sift1m",
"executable": false,
"source": "docs/BENCHMARKS.md section 11.3, production path: Accurate recall@10 0.9803 on SIFT1M (1M base x 10K queries, M=16, ef_construction=200, L2), 'First reproducible run, VelesDB v3.3.0' on Apple Silicon, otherwise idle. Recorded by #1225, squashed as 4b62338f (2026-06-24), whose message reads 'Adds report_recall_quality() printing RECALL_REPORT_QUALITY lines for Accurate (ef~1024 -> 0.9803)'; the PR commit that added that report, b33d7ebd, is dated 2026-06-24 too. Section 11.3 names the version and host but not the day, so measured_on is the day of the commit that records the run.",
"measured_on": "2026-06-24 (date of commit 4b62338f, which records the run)",
"measured_machine": "Apple Silicon (M-series, ARM64/NEON), otherwise idle - docs/BENCHMARKS.md section 11.3",
"measured_version": "3.3.0",
"stale_accepted": {
"reason": "Published with its version (3.3.0) and host in docs/BENCHMARKS.md section 11.3. No full 1M SIFT1M re-run has been recorded since: the nightly SIFT1M job gates recall@10 >= 0.90 at ef=128 but commits no figures, so the figure stays pinned to the run that produced it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "mobile_api_accurate_sift1m",
"file": "docs/guides/MOBILE_API.md",
"must_contain": "0.98 on SIFT1M's 1M |",
"validation_command": "cargo bench -p velesdb-core --bench sift1m_recall --features bench-sift1m",
"executable": false,
"source": "docs/BENCHMARKS.md section 11.3, production path: Accurate recall@10 0.9803 on SIFT1M (1M base x 10K queries, M=16, ef_construction=200, L2), 'First reproducible run, VelesDB v3.3.0' on Apple Silicon, otherwise idle. Recorded by #1225, squashed as 4b62338f (2026-06-24), whose message reads 'Adds report_recall_quality() printing RECALL_REPORT_QUALITY lines for Accurate (ef~1024 -> 0.9803)'; the PR commit that added that report, b33d7ebd, is dated 2026-06-24 too. Section 11.3 names the version and host but not the day, so measured_on is the day of the commit that records the run.",
"measured_on": "2026-06-24 (date of commit 4b62338f, which records the run)",
"measured_machine": "Apple Silicon (M-series, ARM64/NEON), otherwise idle - docs/BENCHMARKS.md section 11.3",
"measured_version": "3.3.0",
"stale_accepted": {
"reason": "Published with its version (3.3.0) and host in docs/BENCHMARKS.md section 11.3. No full 1M SIFT1M re-run has been recorded since: the nightly SIFT1M job gates recall@10 >= 0.90 at ef=128 but commits no figures, so the figure stays pinned to the run that produced it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "python_perf_accurate_sift1m",
"file": "docs/guides/PYTHON_PERFORMANCE.md",
"must_contain": "100%*; 0.98 on SIFT1M's 1M",
"validation_command": "cargo bench -p velesdb-core --bench sift1m_recall --features bench-sift1m",
"executable": false,
"source": "docs/BENCHMARKS.md section 11.3, production path: Accurate recall@10 0.9803 on SIFT1M (1M base x 10K queries, M=16, ef_construction=200, L2), 'First reproducible run, VelesDB v3.3.0' on Apple Silicon, otherwise idle. Recorded by #1225, squashed as 4b62338f (2026-06-24), whose message reads 'Adds report_recall_quality() printing RECALL_REPORT_QUALITY lines for Accurate (ef~1024 -> 0.9803)'; the PR commit that added that report, b33d7ebd, is dated 2026-06-24 too. Section 11.3 names the version and host but not the day, so measured_on is the day of the commit that records the run.",
"measured_on": "2026-06-24 (date of commit 4b62338f, which records the run)",
"measured_machine": "Apple Silicon (M-series, ARM64/NEON), otherwise idle - docs/BENCHMARKS.md section 11.3",
"measured_version": "3.3.0",
"stale_accepted": {
"reason": "Published with its version (3.3.0) and host in docs/BENCHMARKS.md section 11.3. No full 1M SIFT1M re-run has been recorded since: the nightly SIFT1M job gates recall@10 >= 0.90 at ef=128 but commits no figures, so the figure stays pinned to the run that produced it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "server_tour_accurate_sift1m",
"file": "docs/guides/SERVER_REST_TOUR.md",
"must_contain": "100% recall@10*; 0.98 on SIFT1M's 1M",
"validation_command": "cargo bench -p velesdb-core --bench sift1m_recall --features bench-sift1m",
"executable": false,
"source": "docs/BENCHMARKS.md section 11.3, production path: Accurate recall@10 0.9803 on SIFT1M (1M base x 10K queries, M=16, ef_construction=200, L2), 'First reproducible run, VelesDB v3.3.0' on Apple Silicon, otherwise idle. Recorded by #1225, squashed as 4b62338f (2026-06-24), whose message reads 'Adds report_recall_quality() printing RECALL_REPORT_QUALITY lines for Accurate (ef~1024 -> 0.9803)'; the PR commit that added that report, b33d7ebd, is dated 2026-06-24 too. Section 11.3 names the version and host but not the day, so measured_on is the day of the commit that records the run.",
"measured_on": "2026-06-24 (date of commit 4b62338f, which records the run)",
"measured_machine": "Apple Silicon (M-series, ARM64/NEON), otherwise idle - docs/BENCHMARKS.md section 11.3",
"measured_version": "3.3.0",
"stale_accepted": {
"reason": "Published with its version (3.3.0) and host in docs/BENCHMARKS.md section 11.3. No full 1M SIFT1M re-run has been recorded since: the nightly SIFT1M job gates recall@10 >= 0.90 at ef=128 but commits no figures, so the figure stays pinned to the run that produced it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "rustdoc_hnsw_index_accurate_sift1m",
"file": "crates/velesdb-core/src/index/hnsw/index/mod.rs",
"must_contain": "100% recall@10 there and 0.98 on SIFT1M's",
"validation_command": "cargo bench -p velesdb-core --bench sift1m_recall --features bench-sift1m",
"executable": false,
"source": "docs/BENCHMARKS.md section 11.3, production path: Accurate recall@10 0.9803 on SIFT1M (1M base x 10K queries, M=16, ef_construction=200, L2), 'First reproducible run, VelesDB v3.3.0' on Apple Silicon, otherwise idle. Recorded by #1225, squashed as 4b62338f (2026-06-24), whose message reads 'Adds report_recall_quality() printing RECALL_REPORT_QUALITY lines for Accurate (ef~1024 -> 0.9803)'; the PR commit that added that report, b33d7ebd, is dated 2026-06-24 too. Section 11.3 names the version and host but not the day, so measured_on is the day of the commit that records the run.",
"measured_on": "2026-06-24 (date of commit 4b62338f, which records the run)",
"measured_machine": "Apple Silicon (M-series, ARM64/NEON), otherwise idle - docs/BENCHMARKS.md section 11.3",
"measured_version": "3.3.0",
"stale_accepted": {
"reason": "Published with its version (3.3.0) and host in docs/BENCHMARKS.md section 11.3. No full 1M SIFT1M re-run has been recorded since: the nightly SIFT1M job gates recall@10 >= 0.90 at ef=128 but commits no figures, so the figure stays pinned to the run that produced it.",
"granted": "2026-09-13",
"for_workspace_major": 6
},
"last_updated": "2026-09-13"
},
{
"id": "python_perf_accurate_latency_ratio",
"file": "docs/guides/PYTHON_PERFORMANCE.md",