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Gradients

جapplicationai-trainingbaseline-augmented
UnknownReviewed
Snapshot

Reviewed overlay for SN56 Gradients. The website describes decentralized AI training on Bittensor and exposes a public API host with machine-readable OpenAPI. Only read-only public performance endpoints are promoted; credentialed/write task and account flows are intentionally excluded. This pass removed a duplicate surface (sn-56-gradients-data-artifact and sn-56-gradients-subnet-api pointed to the identical /v1/network/status URL; kept the correctly-classified subnet-api one) and fixed 4 surfaces having no probe config at all -- the registry-wide gap tracked in #5932. Diffed the full 56-path OpenAPI schema and added one new no-auth no-param surface, /tournament/latest/details; the schema's other undiscovered no-param route, /v1/tasks/organic/completed, 404s live and was not promoted. On-chain identity re-confirmed unchanged.

Price
—
alpha price
7d window
Emission share
—
of network emission
Total stake
—
staked alpha
Miners / Validators
—
Uptime
—
24h
updated 8h ago · 90d window
Integration readiness
100/100
ready to integrate
updated 8h ago
Top validators · by stake

Metagraph

Live neuron snapshot — stake, emission, rank, trust, consensus, and validator permits.

Neurons
256cap 256
Validators
14with permit
Top-UID stake
46%of total
Stake distribution · top 12 UIDspeak 1.30M τ
256 of 256 neurons
256 neurons · subnet 56Download CSV

Validators

Active validator set ranked by stake — emission, trust, and consensus.

Validator stake · top 10peak 1.30M τ
Stake dominanceshare within the top 10
  • UID
    Validator
    5EZs9R…UW6qXq
    Stake τ
    1.30M
    Emission τ
    70.23
    Dividends
    0.476
    Val Trust
    1.000
    Take
    18.0%
    Est. APY
    1.62%
  • UID
    Validator
    5F1Wgu…kK66En
    Stake τ
    341.8k
    Emission τ
    18.87
    Dividends
    0.128
    Val Trust
    1.000
    Take
    18.0%
    Est. APY
    1.65%
  • UID
    Validator
    5E2LP6…TKeZ5u
    Stake τ
    279.7k
    Emission τ
    15.42
    Dividends
    0.104
    Val Trust
    1.000
    Take
    0.0%
    Est. APY
    2.01%
  • UID
    Validator
    5F1x7V…9nyZZi
    Stake τ
    219.5k
    Emission τ
    12.10
    Dividends
    0.082
    Val Trust
    1.000
    Take
    9.0%
    Est. APY
    1.83%
  • UID
    Validator
    5CFmem…ktGvTD
    Stake τ
    164.5k
    Emission τ
    9.05
    Dividends
    0.061
    Val Trust
    1.000
    Take
    18.0%
    Est. APY
    1.65%
  • UID
    Validator
    5GP7c3…SWVCMi
    Stake τ
    107.0k
    Emission τ
    5.89
    Dividends
    0.040
    Val Trust
    1.000
    Take
    0.1%
    Est. APY
    2.01%
  • UID
    Validator
    5EJVmb…2EEmkr
    Stake τ
    94.7k
    Emission τ
    4.46
    Dividends
    0.030
    Val Trust
    0.993
    Take
    18.0%
    Est. APY
    1.41%
  • UID
    Validator
    5FLoWC…SeRv8m
    Stake τ
    79.7k
    Emission τ
    4.39
    Dividends
    0.030
    Val Trust
    1.000
    Take
    18.0%
    Est. APY
    1.65%
  • UID
    Validator
    5G9hfk…hjwrc5
    Stake τ
    57.9k
    Emission τ
    3.19
    Dividends
    0.022
    Val Trust
    1.000
    Take
    1.0%
    Est. APY
    1.99%
  • UID
    Validator
    5CsvRJ…5A2zVp
    Stake τ
    52.9k
    Emission τ
    0.5505
    Dividends
    0.004
    Val Trust
    1.000
    Take
    9.0%
    Est. APY
    0.35%
  • UID
    Validator
    5GWksn…84Ds56
    Stake τ
    48.5k
    Emission τ
    2.67
    Dividends
    0.018
    Val Trust
    1.000
    Take
    18.0%
    Est. APY
    1.65%
  • UID
    Validator
    5GU4Xk…1mVXFu
    Stake τ
    32.8k
    Emission τ
    104.14
    Dividends
    0.000
    Val Trust
    0.992
    Take
    18.0%
    Est. APY
    95.1%
  • UID
    Validator
    5HbScN…rTFZdT
    Stake τ
    10.3k
    Emission τ
    0.5635
    Dividends
    0.004
    Val Trust
    1.000
    Take
    9.0%
    Est. APY
    1.82%
  • UID
    Validator
    5Ck3sE…Bs5668
    Stake τ
    3.4k
    Emission τ
    0.1801
    Dividends
    0.001
    Val Trust
    1.000
    Take
    1.4%
    Est. APY
    1.94%
14 neurons · subnet 56Download CSV
Distinct setters
15
Weight-sets (30d)
13,676
Avg per setter
911.7
Weight-setters15 validators · 30d
#ValidatorWeight setsShare
1UID 71,81813.3%
2UID 1071,80113.2%
3UID 1901,67012.2%
4UID 701,48010.8%
5UID 2441,3579.9%
6UID 911,1468.4%
7UID 269647.0%
8UID 505273.9%
9UID 1195183.8%
10UID 1465133.8%
11UID 1014963.6%
12UID 1224753.5%
13UID 1374503.3%
14UID 363252.4%
15UID 381361.0%

Concentration

Stake, emission, and reward distribution: Gini, HHI, Nakamoto coefficient, and top-percentile shares with daily drift.

Stake Gini
0.936emission 0.653
Nakamoto
2entities to 51%
Stake HHI
0.255norm 0.246
Stake held by top %
Emission to top %
Stake holders
81
Emission holders
20
Entities
113
UIDs / entity
2.27
Concentration drift

Yield

Per-UID emission yield (emission ÷ stake return rate): distribution summary, validator/miner split, and the ranked neuron leaderboard with daily drift.

Subnet yield
0.010557%emission ÷ stake
Median yield
0%mean 0.42078%
Validators / miners
14 / 242256 UIDs
Validator / miner split
p25
0%
Median
0%
p75
0%
p90
0.0055181%
#1705GsVPe…joQPPi
Miner
14.76 τ stake2.95 τ emission20.00%above median
#1745FBmn1…62Zv84
Miner
202.99 τ stake8.12 τ emission4.00%above median
#2305Ca32L…Sqpk3R
Miner
276.31 τ stake11.05 τ emission4.00%above median
#765EeLcV…xRsa7H
Miner
273.57 τ stake10.77 τ emission3.94%above median
#1485H9AM1…QZk2NK
Miner
711.55 τ stake6.64 τ emission0.93365%above median
#1305FRdgP…jDXpF6
Miner
473.57 τ stake3.94 τ emission0.83245%above median
#385GU4Xk…1mVXFu
Validator
32.8k τ stake104.14 τ emission0.31760%above median
#365F1Wgu…kK66En
Validator
341.8k τ stake18.87 τ emission0.0055197%above median
#505G9hfk…hjwrc5
Validator
57.9k τ stake3.19 τ emission0.0055181%above median
#1015E2LP6…TKeZ5u
Validator
279.7k τ stake15.42 τ emission0.0055140%above median
#1075F1x7V…9nyZZi
Validator
219.5k τ stake12.10 τ emission0.0055133%above median
#1195FLoWC…SeRv8m
Validator
79.7k τ stake4.39 τ emission0.0055118%above median
#75GWksn…84Ds56
Validator
48.5k τ stake2.67 τ emission0.0055110%above median
#1465GP7c3…SWVCMi
Validator
107.0k τ stake5.89 τ emission0.0055098%above median
#2445CFmem…ktGvTD
Validator
164.5k τ stake9.05 τ emission0.0055010%above median
top 15 of 256 by yield · subnet 56
Yield drift

Turnover

Validator-set and registration churn: entered/exited validators, deregistered UIDs, retention, and a stability score across the window.

Stability score
85/ 100
Validator retention
87.5%16 → 14
Neuron retention
81.6%256 → 256
Validators entered
0
Validators exited
2
UIDs deregistered
26

Compared 2026-07-10 → 2026-07-27 (30d)

Network history

Daily on-chain neuron/validator counts, total stake, and emission over time.

Watch this subnet

Alert on on-chain activity for this subnet, via the existing chain alert-triggers API.

Get a webhook or Discord notification for on-chain activity on SN56. Creation requires a trigger token issued by a metagraphed operator — this app never bundles one.

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