Helix on Base mainnet — A/B test data, April 2026

README.md

Helix on Base mainnet — A/B test, April 2026

Goal of this gist: every number on tryhelix.dev under "Crypto agents · Base mainnet A/B test" is independently verifiable on-chain. This document tells you how to do it.

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Headline numbers

	Control (blind retry)	Helix (PCEC repair)
Total transactions sent	1,083	1,083
On-chain confirmed success	887	1,082
Failed	196	1
Success rate	81.9% (887/1083)	99.9% (1082/1083)
Reverts prevented	—	195

"195 reverts prevented" = the count of repaired transactions in the Helix arm that would have been net-new failures had Helix not intervened (196 control failures − 1 residual Helix failure = 195). Each of the 195 has a real, separately-verifiable on-chain hash in helix-195-repairs.txt.

Test parameters

Field	Value
Chain	Base mainnet (chain ID 8453)
Start	2026-04-04T02:36:35.333Z
End	2026-04-04T14:36:24.198Z
Duration	11h 59m 49s (≈ 12 hours)
Block range	44240426 → 44262020 (21,594 blocks)
Test design	Paired A/B — every failure scenario sent to both arms at the same block, same params
Helix engine	@helix-agent/core@2.6.0, PCEC pipeline
Control strategy	Blind retry (re-submit unchanged on revert)

Files in this gist

File	Lines	Description
helix-base-mainnet-ab-test.csv	2,167	Full data (header + 2,166 rows): arm / timestamp / block / success / repair_strategy / tx_hash
helix-195-repairs.txt	195	Tx hashes for the 195 reverts that Helix prevented
helix-1082-onchain.txt	1,082	All confirmed Helix arm tx hashes (887 first-try + 195 repaired)
control-887-onchain.txt	887	Tx hashes for the 887 control transactions that succeeded

How to verify

Pick any hash from helix-195-repairs.txt and paste it into basescan.org. You'll see:

• The transaction confirmed on Base mainnet within the test window
• The block number falls inside 44240426 → 44262020
• Status: success

To replicate the headline numbers from the raw CSV:

# Total per arm
awk -F',' 'NR>1 {print $1}' helix-base-mainnet-ab-test.csv | sort | uniq -c
#   1083 control
#   1083 helix

# Success / failure breakdown
awk -F',' 'NR>1 {print $1"/"$4}' helix-base-mainnet-ab-test.csv | sort | uniq -c
#    196 control/false
#    887 control/true
#      1 helix/false
#   1082 helix/true

Helix repair strategy breakdown (the 243 interventions)

In addition to the 195 "rescued" failures (control would have failed but Helix did not), Helix applied repair strategies to 48 more transactions that were borderline / would have retried successfully without intervention. Full distribution:

Strategy	Helix arm count
none (first try succeeded)	840
low_gas	91
wrong_nonce	64
rapid_fire (rate-limited)	49
insufficient_balance	39
Total interventions	243

Each strategy maps to a class of EVM failure that Helix's Repair Graph recognizes. The same Repair Pattern, once learned by one agent, is reused by every other Helix-wrapped agent — see tryhelix.dev/#how for the PCEC loop.

Methodology notes

• Failure injection: failure scenarios (low gas, wrong nonce, rate-limit, etc.) were injected into the request stream at predetermined points. Both arms saw the same injected scenarios at the same block.
• Helix arm: wrapped the underlying sendTransaction call with wrap(fn, { mode: 'auto' }) from @helix-agent/core. On detected failure, PCEC classifies → looks up Repair Graph → applies fix → retries.
• Control arm: identical underlying call, no Helix wrapper. On failure, blind retry with original params (the realistic baseline for agents without reliability tooling).
• Same wallet behavior: both arms used dedicated test wallets with identical funding. Tx ordering was synchronized to remove time-of-day or congestion bias.
• Why 1 Helix failure? One injected scenario fell outside the patterns currently in the public Repair Graph. In production, that failure would have written a new pattern via LEARN, making future agents immune (the inheritance behavior shown on the homepage terminal).

Reproducibility

The Helix runtime is open-source: github.com/usehelix/helix. To reproduce this test:

npm install @helix-agent/core

Test harness and data extraction scripts will be published with the full research write-up at tryhelix.dev/research (forthcoming).

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Contact: adrian@tryhelix.dev · @dapanji_eth · Book a demo

control-887-onchain.txt

0x1ed0dd683a0ebefabee9a50409ca846941dc0f07ae8d24def04cdc8a83b87980
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helix-1082-onchain.txt

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0x0e1ae43ccf487be6d1d0ec31fd69f2512837ed7ad347957c13971418d00144dc

helix-195-repairs.txt

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helix-base-mainnet-ab-test.csv