python:3.12-slim container.
Full source and one-command reproduction:
chopmob-cloud/substrate-comparisons.
At a glance
1,000,000
action references, zero collisions
880 / 880
byte-for-byte across 8 languages
96 / 96
independent implementations fail closed
~118k / s
action references, single core
The number that decides it: payments kept at scale
A payment identity built on a coarse timestamp collapses distinct payments into one, so the second payment looks like a retry and is silently dropped. An integer millisecond identity keeps them apart. These are counted from real hashes, not modelled. AlgoVoi integer-millisecond: 100% of payments kept. All 1,000 unique, zero collisions. Second-precision timestamp: 0.2% kept. 99.8% lost as silent collisions. At 100,000 payments over 100 seconds the gap widens to 99.9% lost versus 0.0%. Counted from real hashes, not modelled.Cross-validation: the property a single implementation cannot show
A vector set is only trustworthy if independent implementations agree on it byte for byte. A single-implementation conformance set cannot demonstrate that, and it cannot show that independent implementations reject the same attack the same way. AlgoVoi substrate: 8 independent implementations agree, 880 of 880 byte for byte. Single-implementation vector set: 1 implementation, no independent agreement. Eight independent JCS implementations in eight languages, including the RFC 8785 author’s Java. 27 anchor sets, 213 vectors. And on the adversarial path, eight independent implementations all accept the valid control and reject each of the eleven isolated attacks identically: 96 of 96 fail-closed verdicts. A single implementation cannot reproduce that.Where each method differs (by technique)
Every cell is decided by hashing a real record and reading the result. The reference holds every property; each alternative technique fails at least one.| Technique | Exactly-once | Byte-reproducible | Offline-verify | Adversarial-safe |
|---|---|---|---|---|
| AlgoVoi JCS (RFC 8785) substrate | yes | yes | yes | yes |
| second-precision timestamp | no | yes | yes | yes |
| RFC 3339 string timestamp | yes | no | yes | yes |
| bare concatenation | no | yes | yes | no |
| camelCase field naming | yes | no | yes | yes |
| forward-id / operator-report binding | yes | yes | yes | no |
| operator-attestation (no content-address) | yes | yes | no | yes |
| amount as JSON number (float64) | no | yes | yes | yes |
| Binding technique | Change detected from the record alone |
|---|---|
content-addressed binding_ref (action swap) | yes |
| forward-id / operator-report (action swap) | no |
content-addressed policy_bound_ref (silent policy rotation) | yes |
| policy id/version label or operator attestation | no |
Measured throughput
In a clean container, on a single core, the substrate computes about 118,000 action references per second with zero collisions at one million, and the fullpolicy_ref plus policy_bound_ref plus gate_ref chain at about 44,000 per
second. Collision freedom is a property of the construction and is the same on any
host; throughput is the host’s and scales with cores.
Run it yourself
composition/adversarial_gauntlet/.