Dataset Viewer
Auto-converted to Parquet Duplicate
run_id
large_string
ts
float64
chain
large_string
row_type
large_string
height
null
unsafe_hash
null
unsafe_seen_ts
null
canonical_hash
null
unsafe_height
int64
safe_height
int64
lag_blocks
int64
safe_tag_plausible
bool
n_checked
int64
n_failed
int64
2026-08-26T1845Z
1,787,769,942.412607
base
heartbeat
null
null
null
null
50,490,297
50,490,274
23
true
0
0
2026-08-26T1845Z
1,787,770,050.240746
base
heartbeat
null
null
null
null
50,490,348
50,490,306
42
true
0
0
2026-08-26T1845Z
1,787,770,174.832776
base
heartbeat
null
null
null
null
50,490,413
50,490,361
52
true
1
0
2026-08-26T1845Z
1,787,770,297.98805
base
heartbeat
null
null
null
null
50,490,475
50,490,418
57
true
9
0
2026-08-26T1845Z
1,787,770,418.579944
base
heartbeat
null
null
null
null
50,490,532
50,490,476
56
true
20
0
2026-08-26T1845Z
1,787,770,541.367347
base
heartbeat
null
null
null
null
50,490,597
50,490,547
50
true
32
0
2026-08-26T1845Z
1,787,770,665.615916
base
heartbeat
null
null
null
null
50,490,659
50,490,606
53
true
44
0
2026-08-26T1845Z
1,787,770,802.205693
base
heartbeat
null
null
null
null
50,490,718
50,490,687
31
true
56
0
2026-08-26T1845Z
1,787,770,949.210757
base
heartbeat
null
null
null
null
50,490,799
50,490,764
35
true
74
0
2026-08-26T1845Z
1,787,771,054.572765
base
heartbeat
null
null
null
null
50,490,848
50,490,798
50
true
77
0
2026-08-26T1845Z
1,787,771,181.965366
base
heartbeat
null
null
null
null
50,490,909
50,490,871
38
true
79
0
2026-08-26T1845Z
1,787,771,301.410782
base
heartbeat
null
null
null
null
50,490,971
50,490,931
40
true
90
0
2026-08-26T1845Z
1,787,771,426.791578
base
heartbeat
null
null
null
null
50,491,033
50,490,999
34
true
101
0
2026-08-26T1845Z
1,787,771,558.485568
base
heartbeat
null
null
null
null
50,491,105
50,491,057
48
true
111
0
2026-08-26T1845Z
1,787,771,688.889659
base
heartbeat
null
null
null
null
50,491,159
50,491,122
37
true
123
0
2026-08-26T1845Z
1,787,771,841.475403
base
heartbeat
null
null
null
null
50,491,245
50,491,216
29
true
141
0
2026-08-26T1845Z
1,787,771,967.931236
base
heartbeat
null
null
null
null
50,491,308
50,491,273
35
true
146
0
2026-08-26T1845Z
1,787,772,082.116481
base
heartbeat
null
null
null
null
50,491,367
50,491,304
63
true
146
0
2026-08-26T1845Z
1,787,772,206.165398
base
heartbeat
null
null
null
null
50,491,429
50,491,386
43
true
157
0
2026-08-26T1845Z
1,787,772,327.904574
base
heartbeat
null
null
null
null
50,491,490
50,491,420
70
true
167
0
2026-08-26T1845Z
1,787,772,426.120398
base
heartbeat
null
null
null
null
50,491,535
50,491,485
50
true
176
0
2026-08-26T1845Z
1,787,772,549.84093
base
heartbeat
null
null
null
null
50,491,601
50,491,573
28
true
185
0
2026-08-26T1845Z
1,787,772,637.830761
base
heartbeat
null
null
null
null
50,491,636
50,491,631
5
true
194
0
2026-08-26T1845Z
1,787,769,942.412613
optimism
heartbeat
null
null
null
null
156,085,582
117,387,667
38,697,915
false
0
0
2026-08-26T1845Z
1,787,770,050.24075
optimism
heartbeat
null
null
null
null
156,085,633
117,387,667
38,697,966
false
0
0
2026-08-26T1845Z
1,787,770,174.83278
optimism
heartbeat
null
null
null
null
156,085,698
156,085,625
73
true
1
0
2026-08-26T1845Z
1,787,770,297.988054
optimism
heartbeat
null
null
null
null
156,085,760
156,085,708
52
true
9
0
2026-08-26T1845Z
1,787,770,418.579948
optimism
heartbeat
null
null
null
null
156,085,817
117,387,667
38,698,150
false
20
0
2026-08-26T1845Z
1,787,770,541.36735
optimism
heartbeat
null
null
null
null
156,085,882
156,085,829
53
true
32
0
2026-08-26T1845Z
1,787,770,665.61592
optimism
heartbeat
null
null
null
null
156,085,944
156,085,906
38
true
44
0
2026-08-26T1845Z
1,787,770,802.205697
optimism
heartbeat
null
null
null
null
156,086,003
117,387,667
38,698,336
false
56
0
2026-08-26T1845Z
1,787,770,949.210761
optimism
heartbeat
null
null
null
null
156,086,084
117,387,667
38,698,417
false
74
0
2026-08-26T1845Z
1,787,771,054.57277
optimism
heartbeat
null
null
null
null
156,086,134
117,387,667
38,698,467
false
77
0
2026-08-26T1845Z
1,787,771,181.96537
optimism
heartbeat
null
null
null
null
156,086,194
117,387,667
38,698,527
false
79
0
2026-08-26T1845Z
1,787,771,301.410786
optimism
heartbeat
null
null
null
null
156,086,256
117,387,667
38,698,589
false
90
0
2026-08-26T1845Z
1,787,771,426.791582
optimism
heartbeat
null
null
null
null
156,086,318
117,387,667
38,698,651
false
101
0
2026-08-26T1845Z
1,787,771,558.485572
optimism
heartbeat
null
null
null
null
156,086,390
117,387,667
38,698,723
false
111
0
2026-08-26T1845Z
1,787,771,688.889663
optimism
heartbeat
null
null
null
null
156,086,444
117,387,667
38,698,777
false
123
0
2026-08-26T1845Z
1,787,771,841.475407
optimism
heartbeat
null
null
null
null
156,086,530
156,086,523
7
true
141
0
2026-08-26T1845Z
1,787,771,967.931241
optimism
heartbeat
null
null
null
null
156,086,594
156,086,587
7
true
146
0
2026-08-26T1845Z
1,787,772,082.116485
optimism
heartbeat
null
null
null
null
156,086,652
117,387,667
38,698,985
false
146
0
2026-08-26T1845Z
1,787,772,206.165402
optimism
heartbeat
null
null
null
null
156,086,714
117,387,667
38,699,047
false
157
0
2026-08-26T1845Z
1,787,772,327.904578
optimism
heartbeat
null
null
null
null
156,086,775
117,387,667
38,699,108
false
167
0
2026-08-26T1845Z
1,787,772,426.120402
optimism
heartbeat
null
null
null
null
156,086,820
117,387,667
38,699,153
false
176
0
2026-08-26T1845Z
1,787,772,549.840933
optimism
heartbeat
null
null
null
null
156,086,886
156,086,835
51
true
185
0
2026-08-26T1845Z
1,787,772,638.742533
optimism
heartbeat
null
null
null
null
156,086,921
156,086,835
86
true
194
0
2026-08-26T1956Z
1,787,774,203.611877
base
heartbeat
null
null
null
null
50,492,428
50,492,415
13
true
0
0
2026-08-26T1956Z
1,787,774,315.037013
base
heartbeat
null
null
null
null
50,492,483
50,492,451
32
true
0
0
2026-08-26T1956Z
1,787,774,436.301912
base
heartbeat
null
null
null
null
50,492,541
50,492,487
54
true
1
0
2026-08-26T1956Z
1,787,774,558.057658
base
heartbeat
null
null
null
null
50,492,605
50,492,571
34
true
9
0
2026-08-26T1956Z
1,787,774,680.603021
base
heartbeat
null
null
null
null
50,492,663
50,492,639
24
true
21
0
2026-08-26T1956Z
1,787,774,808.471444
base
heartbeat
null
null
null
null
50,492,730
50,492,680
50
true
33
0
2026-08-26T1956Z
1,787,774,932.536208
base
heartbeat
null
null
null
null
50,492,792
50,492,751
41
true
45
0
2026-08-26T1956Z
1,787,775,073.961049
base
heartbeat
null
null
null
null
50,492,849
50,492,817
32
true
57
0
2026-08-26T1956Z
1,787,775,195.642998
base
heartbeat
null
null
null
null
50,492,923
50,492,881
42
true
72
0
2026-08-26T1956Z
1,787,775,306.924821
base
heartbeat
null
null
null
null
50,492,976
50,492,919
57
true
75
0
2026-08-26T1956Z
1,787,775,438.471796
base
heartbeat
null
null
null
null
50,493,045
50,492,992
53
true
78
0
2026-08-26T1956Z
1,787,775,554.282527
base
heartbeat
null
null
null
null
50,493,103
50,493,069
34
true
91
0
2026-08-26T1956Z
1,787,775,676.842886
base
heartbeat
null
null
null
null
50,493,160
50,493,101
59
true
102
0
2026-08-26T1956Z
1,787,775,801.63375
base
heartbeat
null
null
null
null
50,493,227
50,493,179
48
true
114
0
2026-08-26T1956Z
1,787,775,918.804987
base
heartbeat
null
null
null
null
50,493,285
50,493,229
56
true
125
0
2026-08-26T1956Z
1,787,776,064.539145
base
heartbeat
null
null
null
null
50,493,357
50,493,329
28
true
140
0
2026-08-26T1956Z
1,787,776,187.481014
base
heartbeat
null
null
null
null
50,493,419
50,493,374
45
true
150
0
2026-08-26T1956Z
1,787,776,309.557961
base
heartbeat
null
null
null
null
50,493,476
50,493,442
34
true
157
0
2026-08-26T1956Z
1,787,776,430.17669
base
heartbeat
null
null
null
null
50,493,537
50,493,501
36
true
162
0
2026-08-26T1956Z
1,787,776,556.064043
base
heartbeat
null
null
null
null
50,493,604
50,493,535
69
true
174
0
2026-08-26T1956Z
1,787,776,705.531505
base
heartbeat
null
null
null
null
50,493,660
50,493,608
52
true
186
0
2026-08-26T1956Z
1,787,776,828.505816
base
heartbeat
null
null
null
null
50,493,721
50,493,682
39
true
199
0
2026-08-26T1956Z
1,787,777,007.159596
base
heartbeat
null
null
null
null
50,493,829
50,493,797
32
true
215
0
2026-08-26T1956Z
1,787,777,124.75711
base
heartbeat
null
null
null
null
50,493,869
50,493,827
42
true
218
0
2026-08-26T1956Z
1,787,777,247.644828
base
heartbeat
null
null
null
null
50,493,950
50,493,896
54
true
225
0
2026-08-26T1956Z
1,787,777,371.781321
base
heartbeat
null
null
null
null
50,493,992
50,493,965
27
true
234
0
2026-08-26T1956Z
1,787,777,496.743204
base
heartbeat
null
null
null
null
50,494,074
50,494,040
34
true
243
0
2026-08-26T1956Z
1,787,777,619.94297
base
heartbeat
null
null
null
null
50,494,115
50,494,081
34
true
255
0
2026-08-26T1956Z
1,787,777,712.865953
base
heartbeat
null
null
null
null
50,494,175
50,494,121
54
true
257
0
2026-08-26T1956Z
1,787,777,863.711218
base
heartbeat
null
null
null
null
50,494,257
50,494,238
19
true
272
0
2026-08-26T1956Z
1,787,777,985.151584
base
heartbeat
null
null
null
null
50,494,318
50,494,281
37
true
283
0
2026-08-26T1956Z
1,787,778,109.345781
base
heartbeat
null
null
null
null
50,494,376
50,494,322
54
true
284
0
2026-08-26T1956Z
1,787,778,226.64951
base
heartbeat
null
null
null
null
50,494,436
50,494,384
52
true
296
0
2026-08-26T1956Z
1,787,778,350.552889
base
heartbeat
null
null
null
null
50,494,501
50,494,455
46
true
308
0
2026-08-26T1956Z
1,787,778,474.369385
base
heartbeat
null
null
null
null
50,494,563
50,494,512
51
true
320
0
2026-08-26T1956Z
1,787,778,597.876974
base
heartbeat
null
null
null
null
50,494,625
50,494,578
47
true
333
0
2026-08-26T1956Z
1,787,778,760.978111
base
heartbeat
null
null
null
null
50,494,706
50,494,687
19
true
351
0
2026-08-26T1956Z
1,787,778,880.662286
base
heartbeat
null
null
null
null
50,494,766
50,494,719
47
true
357
0
2026-08-26T1956Z
1,787,779,003.363442
base
heartbeat
null
null
null
null
50,494,828
50,494,778
50
true
365
0
2026-08-26T1956Z
1,787,779,126.69679
base
heartbeat
null
null
null
null
50,494,886
50,494,845
41
true
377
0
2026-08-26T1956Z
1,787,779,250.573878
base
heartbeat
null
null
null
null
50,494,951
50,494,920
31
true
390
0
2026-08-26T1956Z
1,787,779,375.320097
base
heartbeat
null
null
null
null
50,495,011
50,494,965
46
true
401
0
2026-08-26T1956Z
1,787,779,501.193275
base
heartbeat
null
null
null
null
50,495,073
50,495,029
44
true
413
0
2026-08-26T1956Z
1,787,779,678.401245
base
heartbeat
null
null
null
null
50,495,164
50,495,130
34
true
433
0
2026-08-26T1956Z
1,787,779,795.541901
base
heartbeat
null
null
null
null
50,495,221
50,495,181
40
true
439
0
2026-08-26T1956Z
1,787,779,918.902397
base
heartbeat
null
null
null
null
50,495,285
50,495,228
57
true
446
0
2026-08-26T1956Z
1,787,780,043.982617
base
heartbeat
null
null
null
null
50,495,345
50,495,300
45
true
458
0
2026-08-26T1956Z
1,787,780,169.717273
base
heartbeat
null
null
null
null
50,495,407
50,495,358
49
true
470
0
2026-08-26T1956Z
1,787,780,292.281409
base
heartbeat
null
null
null
null
50,495,472
50,495,433
39
true
482
0
2026-08-26T1956Z
1,787,780,413.098286
base
heartbeat
null
null
null
null
50,495,530
50,495,488
42
true
494
0
2026-08-26T1956Z
1,787,780,564.466323
base
heartbeat
null
null
null
null
50,495,608
50,495,563
45
true
506
0
2026-08-26T1956Z
1,787,780,688.023554
base
heartbeat
null
null
null
null
50,495,670
50,495,614
56
true
517
0
2026-08-26T1956Z
1,787,780,811.179707
base
heartbeat
null
null
null
null
50,495,728
50,495,680
48
true
526
0
2026-08-26T1956Z
1,787,780,935.340384
base
heartbeat
null
null
null
null
50,495,794
50,495,750
44
true
538
0
End of preview. Expand in Data Studio

L2 sequencer preconfirmation observations

Periodic observations of unsafe and safe heads on selected OP Stack networks, with subsequent checks of sampled unsafe block hashes against the chain reported by the endpoint. The panel records coverage and detected changes to previously observed blocks.

Contents

Table Record
l2_preconfirmation_checks A heartbeat with head and check statistics, or a detected violation

Using the data

row_type separates heartbeats from violations. Use n_checked and n_failed to assess how many checks completed before interpreting a period with no detected violations.

lag_blocks measures the reported gap between unsafe and safe heads. Use it only where safe_tag_plausible is true. Some endpoints have returned stale or inconsistent safe tags, which can produce implausibly large lags.

Compare lag with each chain's own history. Different sequencer and batch-publication policies can produce different normal levels across networks.

Limitations

  • The configured coverage includes nine OP Stack chains. Results do not establish behaviour across other rollup architectures.
  • Sampling can miss a block that is proposed and replaced between observations.
  • Observations depend on public endpoint responses. A mismatch warrants investigation and is not, by itself, proof of a sequencer failure or an L1 finality failure.
  • An unsafe head is an early chain view, not a universal transaction-level confirmation guarantee.
  • No detected violations means none were found in completed checks; it does not establish uninterrupted reliability outside those checks.

Files and access

Data is stored as Parquet files under table_name/YYYY/MM/, with partitions for collection windows. Each measurement table has a fixed 7-day sample beginning at its configured collection start date. The sample windows in this repository span 2026-08-26 to 2026-09-01. Availability within each window depends on successful collection. The public sample dates remain fixed as additional history accumulates privately. Contact DataForge through the discussions tab to enquire about additional history.

Load a table

Install datasets and pandas to run this example. The train split contains all observations in the selected table; it is not a predefined modelling split.

from datasets import load_dataset

data = load_dataset("dataforge-labs/l2-preconfirmation-reliability",
                    "l2_preconfirmation_checks", split="train")
df = data.to_pandas()

Coverage

collection_runs records collection windows, poll counts and failures. It is published in full and may cover dates beyond the fixed data sample. Collection gaps are not interpolated. Use this table together with measurement timestamps and error fields to assess coverage.

License and contact

The public sample is published under ODC-BY. Attribute it to "DataForge (dataforge-labs)". For questions about the data or access to additional history, open a discussion in this repository.

Earlier file paths

Each table is stored under a directory with the same descriptive name. The file contents and date partitions are unchanged. Scripts using an earlier directory name should use the corresponding table name below, or pin downloads to revision before-folder-rename-20260915 to access the original layout. Internal collector IDs are retained in the private archive and may appear in raw coverage records.

Current table and directory Earlier directory
l2_preconfirmation_checks e14_l2_preconf/
collection_runs e0_run_manifest/
Downloads last month
1,321