Featured campaign
- Input
- Real service telemetry, one JSONL capture from 2026-06-03: 342,409,609 bytes, 681,648 records, SHA-256 prefix
9775bf5d. The capture is private and is not published. - ZJX build
- 1.28.0 LOCKWIRE, the executable shipped in the released Linux package; source revision
30307f19, executable SHA-256 prefix10ee0d9e - Objective
- compact; the fast objective wrote 4,412,984 bytes on the same input
- Measured
- 2026-09-06
- Metric
- Complete archive bytes, format overhead included. MB is decimal (1,000,000 bytes).
- Comparators
- 14 configurations of ten tools at strong settings, the world baseline set the ZJX laboratory uses; 14/14 completed. Several tools appear with more than one setting.
- Verification
- zjx test passed; restored file matched the source SHA-256; every comparator archive was decompressed and matched too. Verification compared restored bytes with the source; it did not compare filesystem metadata.
- Result
- ZJX compact 4,412,984 bytes against 7,125,674 bytes for zpaq -m5: 38.1% smaller than the strongest comparator and 98.7% smaller than the raw input.
One dataset, one capture, one build. This is the product's strongest published size comparison because telemetry is what ZJX is built for. It is not a universal compression-ratio claim and does not predict another workload. ZJX 1.29.0 leaves the compact and fast objectives unchanged; REDLINE gate P6 confirmed byte-identical compact and fast archives against 1.28.0 on the qualification corpora, so these bytes stand for the current line while staying attributed to the build that produced them.
All configurations
| Configuration | Archive bytes | Decimal MB | Compared with ZJX compact | Completion and restore check | Creation wall s (indicative) |
|---|---|---|---|---|---|
| ZJX 1.28.0 compact | 4,412,984 | 4.41 MB | featured ZJX result | completed, restored and matched | 207.8 |
| ZJX 1.28.0 fast | 4,412,984 | 4.41 MB | ZJX compact is same size | completed, restored and matched | 187.7 |
| zpaq -m5 | 7,125,674 | 7.13 MB | ZJX is 38.1% smaller (strongest comparator) | completed, restored and matched | 199.2 |
| zstd --ultra -22 --long=31 (tar) | 7,280,110 | 7.28 MB | ZJX is 39.4% smaller | completed, restored and matched | 460.4 |
| brotli -q 11 (tar) | 7,345,538 | 7.35 MB | ZJX is 39.9% smaller | completed, restored and matched | 293.2 |
| xz -9e (tar) | 7,612,052 | 7.61 MB | ZJX is 42.0% smaller | completed, restored and matched | 350.3 |
| zstd -19 --long=31 (tar) | 7,800,328 | 7.80 MB | ZJX is 43.4% smaller | completed, restored and matched | 156.9 |
| zstd -19 (tar) | 8,149,050 | 8.15 MB | ZJX is 45.8% smaller | completed, restored and matched | 149.9 |
| 7-Zip LZMA2 -mx=9, single thread | 9,392,518 | 9.39 MB | ZJX is 53.0% smaller | completed, restored and matched | 64.6 |
| 7-Zip LZMA2 -mx=9 | 9,666,962 | 9.67 MB | ZJX is 54.3% smaller | completed, restored and matched | 40.7 |
| RAR5 -m5 | 9,842,920 | 9.84 MB | ZJX is 55.2% smaller | completed, restored and matched | 10.0 |
| 7-Zip PPMd -mx=9 | 12,612,270 | 12.61 MB | ZJX is 65.0% smaller | completed, restored and matched | 14.2 |
| bzip2 -9 (tar) | 34,456,468 | 34.46 MB | ZJX is 87.2% smaller | completed, restored and matched | 25.3 |
| gzip -9 (tar) | 40,176,031 | 40.18 MB | ZJX is 89.0% smaller | completed, restored and matched | 4.9 |
| zip -9 (deflate) | 40,176,334 | 40.18 MB | ZJX is 89.0% smaller | completed, restored and matched | 4.9 |
| lz4 -12 (tar) | 56,999,958 | 57.00 MB | ZJX is 92.3% smaller | completed, restored and matched | 8.4 |
The strongest comparator is the smallest completed and verified non-ZJX archive. Percentages are 100 × (1 − ZJX bytes ÷ comparator bytes); a negative result would read as larger, an equal result as same size.
Every row on one scale
A linear axis from zero to the largest archive, 57.00 MB. No row is rescaled, truncated, or omitted.
- ZJX 1.28.0 compact4,412,984
- ZJX 1.28.0 fast4,412,984
- zpaq -m57,125,674
- zstd --ultra -22 --long=31 (tar)7,280,110
- brotli -q 11 (tar)7,345,538
- xz -9e (tar)7,612,052
- zstd -19 --long=31 (tar)7,800,328
- zstd -19 (tar)8,149,050
- 7-Zip LZMA2 -mx=9, single thread9,392,518
- 7-Zip LZMA2 -mx=99,666,962
- RAR5 -m59,842,920
- 7-Zip PPMd -mx=912,612,270
- bzip2 -9 (tar)34,456,468
- gzip -9 (tar)40,176,031
- zip -9 (deflate)40,176,334
- lz4 -12 (tar)56,999,958
Derivation
Exact bytes are the stored facts; percentages and megabytes are derived at build time and in the browser from the same module, so every surface rounds the same way.
signed_reduction_percent = 100 × (1 − Z / C) with comparator bytes C > 0
raw_reduction_percent = 100 × (1 − Z / R) with raw input bytes R > 0
MB = bytes / 1,000,000
Featured values: Z = 4,412,984, C = 7,125,674, R = 342,409,609. Result: 38.1% against the comparator, 98.7% against raw input. Nothing is calculated from rounded megabyte strings.
Timing is indicative only
Wall time and peak memory in the size campaign were observed in single sequential runs on the ZJX laboratory host under an exclusive quiesced lease, with no other workload running. They are recorded in the source note as observations without repetition statistics, not as release performance evidence; ZJX performance qualification is a separate campaign under its own measurement law. Use them to judge order of magnitude, nothing finer. The only speed figures this site claims are the qualified REDLINE results in the next section, on their own cohorts and comparators.
REDLINE verified-creation campaigns, kept apart
Verified creation: archive creation plus an independent integrity check, 12 paired rounds per campaign, class-weighted geometric mean of per-round ratios, 95% bootstrap intervals. Subject: ZJX 1.29.0 at its default invocation: --objective ultrafast, four workers, then an independent test. Comparators: tar | zstd -1 (default, single admitted thread), verified by zstd -t, and tar | zstd -1 -T4 (four threads, the matched thread budget). Host: Quiesced laboratory host under an exclusive lease, 8 logical CPUs; the measured executable is the one shipped in the released package. A ratio is comparator time over ZJX time, so a value above 1 means ZJX was faster; every loss is printed as a loss. The two campaigns measured different cohorts and their figures are never combined into one statistic.
Development cohort (RG017)
Sealed development cohort: silesia, enwik8, and a synthetic deduplication case; 12 paired rounds, 468 of 468 cells usable. Development cohort, not held out; the recipe was calibrated on these corpora.
1.247x the verified-creation speed of default tar | zstd -195% [1.223, 1.267]; Bonferroni over the three preregistered primary comparisons, lower bound 1.221; archive bytes 1.0005x the comparator's
Against default tar | zstd -1
Primary comparison: 95% [1.223, 1.267], Bonferroni-adjusted lower bound 1.221. About 1.19x the comparator's CPU.
Against the matched thread budget
ZJX keeps 82.0% of the four-thread comparator's throughput, 95% [0.807, 0.832]; -T0 measured the same. Exploratory comparison, disclosed because it is a loss.
Held-out cohort (RG018, one shot)
Four sealed members plus six privately held-out cases (about 1.86 GB, six workload classes) selected by a rule frozen before any measurement; ten classes, 12 paired rounds, 360 of 360 cells usable, run once. Held out and unseen at the freeze. The gate passed on its preregistered class structure with a thin margin; the six held-out cases alone would not have met the lower bound.
1.1959x the verified-creation speed of default tar | zstd -195% [1.1867, 1.2043]; 6 of 6 held-out cases restored exactly before the timed rounds
Against default tar | zstd -1
Reported lane: 95% [1.1867, 1.2043]. Faster on seven of ten cases, slower on the three smallest archives.
The preregistered gate: matched thread budget
Class-weighted point 0.8236; 95% bootstrap interval on a single preregistered comparison; no familywise adjustment: lower bound 0.8170 against a required 0.80. The gate passed by a thin margin. ZJX was slower on 7 of 10 cases, and the six held-out cases alone read 0.7917 [0.7832, 0.8004].
Development cohort (RG017): worker sweep and thread budgets
Sealed development cohort: silesia, enwik8, and a synthetic deduplication case; 12 paired rounds, 468 of 468 cells usable. Development cohort, not held out; the recipe was calibrated on these corpora. Archive bytes were identical at every worker count and byte-identical to both earlier release candidates. The default invocation costs about 1.19x the CPU of default tar | zstd -1 and admits about 65 MiB at the default 4 MiB units and four workers (about 71 MB at four workers against about 12 MB at one).
| ZJX setting | Ratio | 95% bootstrap | Reading |
|---|---|---|---|
| --workers 1 | 0.548x | [0.539, 0.555] | ZJX slower |
| --workers 2 | 1.062x | [1.046, 1.077] | ZJX faster |
| default invocation (four workers) | 1.247x | [1.223, 1.267] | ZJX faster |
| --workers 4, explicit | 1.261x | [1.242, 1.282] | ZJX faster |
| --workers 8 | 0.976x | [0.962, 0.987] | ZJX slower |
| Comparator | Ratio | 95% bootstrap | Reading |
|---|---|---|---|
| tar | zstd -1 (default, single admitted thread) | 1.247x | [1.223, 1.267] | primary comparison (Bonferroni-adjusted lower bound 1.221); ZJX faster |
| tar | zstd -1 -T2 | 0.964x | [0.947, 0.980] | exploratory; ZJX slower |
| tar | zstd -1 -T4 | 0.820x | [0.807, 0.832] | exploratory; ZJX slower |
| tar | zstd -1 -T0 | 0.820x | [0.806, 0.836] | exploratory; ZJX slower |
Negative results kept: eight workers is slower than four and slower than the default comparator; the four-worker default trails the comparator at two, four, and all threads. ZJX 1.29 is not the fastest archiver or compressor and is not generally superior to zstd. tar | zstd -1 with four or all threads is about 1.22x faster than the ZJX default on the development cohort and faster on 7 of 10 held-out cases. No leadership claim is made.
Held-out cohort (RG018): every case, both lanes
Four sealed members plus six privately held-out cases (about 1.86 GB, six workload classes) selected by a rule frozen before any measurement; ten classes, 12 paired rounds, 360 of 360 cells usable, run once. The six held-out cases were selected by a written eligibility rule and a deterministic hash before any compressor touched them, frozen with a manifest, and measured once against the unchanged package; 6 of 6 held-out cases restored exactly before the timed rounds. They are described here by workload class and size only. The gate lane compares the ZJX default with tar | zstd -1 -T4 (four threads, the matched thread budget); the reported lane compares it with tar | zstd -1 (default, single admitted thread), verified by zstd -t. The last column is ZJX archive bytes over the comparator's.
| Case | Status | Class | Input bytes | vs default tar | zstd -1 | vs tar | zstd -1 -T4 | Size ratio |
|---|---|---|---|---|---|---|
| Production telemetry capture, a later day than the sealed one | held out | structured records | 821,029,763 | 1.820x faster | 1.281x faster | 1.0015 |
| Event-stream ticks | held out | event stream | 90,770,011 | 0.859x slower | 0.638x slower | 1.0012 |
| Application log | held out | application logs | 195,392,109 | 1.402x faster | 0.926x slower | 0.9936 |
| Agent session trace | held out | agent traces | 84,846,090 | 1.139x faster | 0.712x slower | 1.0014 |
| Database snapshot | held out | database snapshot | 95,162,368 | 0.783x slower | 0.686x slower | 1.0046 |
| Repository working tree, 24,997 files | held out | mixed repository | 575,334,250 | 1.052x faster | 0.666x slower | 1.0812 |
| Service telemetry capture, 2026-06-03 | sealed | structured telemetry | 342,409,609 | 1.564x faster | 1.086x faster | 1.0014 |
| enwik8 (public) | sealed | bulk text | 100,000,000 | 1.785x faster | 0.921x slower | 1.0006 |
| silesia (public) | sealed | public mixed | 211,938,580 | 1.972x faster | 1.090x faster | 1.0005 |
| Synthetic deduplication case | sealed | synthetic dedup | Not reported | 0.529x slower | 0.535x slower | 1.1034 |
| Reading | Point | 95% bootstrap | Against 0.80 |
|---|---|---|---|
| Preregistered rule: ten declared classes | 0.8236 | [0.8170, 0.8307] | PASS, margin 0.0170 on the lower bound |
| The six held-out cases alone (exploratory, not the rule) | 0.7917 | [0.7832, 0.8004] | would not pass on the lower bound |
| Reported lane: default tar | zstd -1, ten classes | 1.1959 | [1.1867, 1.2043] | context, not a gate |
The verdict is the preregistered one, and the rules forbid changing the class structure after seeing the numbers in either direction. The PASS rests on the declared structure in which the two telemetry captures count as two classes; with them counted as one the ten-case reading is 0.7913. ZJX was slower than the four-thread comparator on 7 of 10 cases and faster on the three large-record cases. This is disclosed as engineering transparency, not as a marketing figure; no benchmark leadership is claimed.
Public release record · REDLINE source note · Release Chronicle, including what REDLINE did not achieve · The 1.29 support contract
How to read a measurement
Start with the version, dataset, settings, and comparison target. Then ask which operation was measured, whether every comparator completed, and exactly what was verified. Complete archive size includes format overhead; comparing it with raw input answers a different question from comparing it with another compressed archive, and the second question is the one that prices a migration.
- Creation time: elapsed time to make an archive. Less time is not the same percentage as increased speed. Qualified timings come from a dedicated controlled host.
- Memory: peak RSS is observed process memory. Configured limits and reserved memory are separate quantities.
- Restoration: archive integrity testing, exact source comparison, and metadata comparison must be named separately.
- Money: multiply the size advantage by eligible retained bytes and the storage rate you actually pay, then subtract compute, temporary space, migration, licensing, and restoration cost. The savings page does the first step only.
Missing measurements are Not reported, never zero. Relative improvements cannot establish absolute seconds, a total storage bill, or an independent audit.
Historical records, kept apart
These earlier results stay separate from the featured campaign because their exact ZJX version and settings are not reported in the public source note, or because they compare with raw input rather than a competitor archive. They are not current-release evidence.
Previous campaign on the same input
ZJX 1.27 CIPHERGLASS (2026-09-05, development host) wrote 4,412,968 bytes for the compact objective against the same 7,125,674-byte strongest comparator. The 1.28.0 archive is exactly 16 bytes larger: the manifest-integrity footer LOCKWIRE adds to every archive. Previous campaign source note
Pre-NIGHTMARKET size records (incomplete version attribution)
| Dataset | Input | ZJX archive | Comparator archive |
|---|---|---|---|
| Real telemetry (the featured capture, earlier build) | 342,409,609 | 4,412,968 | 7,125,674 |
| Combined real telemetry | 1,256,880,590 | 21,881,739 | 25,717,553 |
| Generated compact JSONL | 1,107,297,288 | 13,088,371 | 56,367,866 |
| Generated sharded NDJSON | 256,002,048 | 2,451,123 | 3,976,428 |
| Generated workflow artifacts | 10,655,252 | 27,126 | 186,018 |
Exact ZJX version and compression settings are not reported for these rows; they stay historical. Historical source note, updated 2026-08-22
Raw-input example: Silesia v1, ZJX 1.21 STREAMWALL
Twelve files from a public benchmark collection, compared with the uncompressed input rather than a competitor archive. The 2026-08-30 record reports integrity testing and exact extraction under a 1 GiB host ceiling, 768 MiB ZJX memory ceiling, and 64 GiB temporary-disk ceiling. The exact compression profile is not named in the public note.
| Quantity | Exact bytes | Decimal MB |
|---|---|---|
| Uncompressed input | 211,938,580 | 211.938580 |
| Complete ZJX archive | 52,997,299 | 52.997299 |
The reduction is 100 × (1 − 52,997,299 / 211,938,580) = 74.994%, rounded to 75.0%. The historical ZJX 1.2 reference failed without producing an archive, so its memory figure compares a completed run with an incomplete one. Original source note, archive digest, and conditions
Release-to-release measurements
NIGHTMARKET (Fast versus Compact on four corpora) and RELICWIRE (1.26 versus 1.25.1 creation time on two corpora) are release-to-release results, not competitor comparisons. They are summarized with their scope on the releases page. The REDLINE predecessor gate (ultrafast against released 1.28.0 fast: a creation ratio of 335x and a verified-creation ratio of 253x on the four-member cohort at the diagnostic tier, with ultrafast archives were 27% to 1,000% larger than fast's on those corpora) is a within-product comparison of two objectives with different goals and is not repeated on the homepage.
Sources
- Telemetry comparator campaign source note, 2026-09-06: commands for every comparator, tool versions and executable digests, hashes, per-run observations
- Previous telemetry comparator campaign source note (ZJX 1.27 CIPHERGLASS), 2026-09-05
- ZJX 1.29.0 REDLINE public release record and source note: the qualified verified-creation figures, the held-out disclosure, and what is not claimed
- Benchmark ledger on greyforge.tech, including failed and invalid experiments
- Research index: every public source note and release record
ZJX command recipes are not published; the evaluation report reproduces them for the customer. Commercial evaluation