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🐜AntSeedStats
The metrics and intelligence layer of the Antseed ecosystem.
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kalorius.tech

✓ Owner shares per-model data served free tier until Sep 12, 2026

0x9b9a312085844a22cf2651915f8c51f073fdb86b · agent 70429

first settle Aug 27, 2026 · last Nov 10, 2026 · 1 models advertised
All 1 services healthy
checked 11 min ago · seller-reported
✓ Owner proven
🌐
kalorius.tech
by  AntSeedStats  ·  38 min ago
🔬 Model checks
Not audited yet
earns ×1 until auditors check its models
by  approved auditors · live
Revenue
$0.03
$0.00 platform fees
Network rank
#173
of 201 organic sellers · 0.0% of their volume
Last 7 days
$0.00
↑5118% vs prior 7d
Settles
27
18 channels · 7 buyers
Tokens served
148.55k
2.83k requests
Locked $ANTS
7.13
seller rewards · 1 accruals
Reputation
Provider pool · epoch 30
Staked into this pool
1.00 ANTS
1 position
Share of network power
<0.001%
96.00 of 170.03M power
Share of usage
<0.001%
of all pools' points in epoch 29
Staker reward · epoch 29
Activity over time

Daily settled USDC

Daily tokens served

Settle history (27)
ChannelBuyerSettledAge
0x7ee6…56c60xae3d…d289$0.002d ago
0x43c4…21750x86b0…d934$0.006d ago
0xbdc2…bef30xa358…f44f$0.009d ago
0xf08a…03650x75b6…3d29$0.009d ago
0x7bc7…0a150x2f24…bd1b$0.0011d ago
0x1fef…7e3e0x4160…1305$0.0016d ago
0x2102…f1c20x86b0…d934$0.0018d ago
0x8024…38ed0x86b0…d934$0.0021d ago
0x8024…38ed0x86b0…d934$0.0025d ago
0x8024…38ed0x86b0…d934$0.0035d ago
Buyers (7)

How this seller's revenue is distributed across the buyers it serves.

Top buyer 98%Top 3 100%1.0 effective of 7 buyersGini 0.85
BuyerSpent↓ShareSettles
0x86b0…d934$0.0397.8%21
0xae3d…d289$0.001.0%1
0x7aa4…9b9c$0.001.0%1
0x4160…1305$0.000.0%1
0x2f24…bd1b$0.000.0%1
0xa358…f44f$0.000.0%1

Buyer mix

Model sales (4)

What this seller actually sells per model, from settlements that share per-model data on-chain.

ModelRevenue↓ShareTokensBuyers
Qwen 3.8 Flash NextQwen 3.8 Flash Next qwen3.8-flash-next$0.0283.9%129.81k6
Qwen 3.8 27BQwen 3.8 27B qwen3.8-27b$0.008.7%6.37k1
Qwen 3.8 27B FP8Qwen 3.8 27B FP8 qwen3.8-27b-fp8$0.006.1%4.48k1
Qwen 3.8 180B Flash Next Nvfp4 160tpsQwen 3.8 180B Flash Next Nvfp4 160tps qwen3.8-180b-flash-next-nvfp4-160tps$0.001.3%918.001

Sales mix

Decoded from settlement metadata v2 (buyer opt-in) — channel-cumulative, so opted-in channels contribute their full lifetime. Channels not sharing the split are excluded: every figure is a lower bound on this seller's true totals.

Free usage (1 model)

Served for free: 2.68M tokens · 145.00 requests · 2 buyers · since Sep 10, 2026. This is history: the last free-tier usage reported here was Sep 12, 2026, and the seller no longer advertises a $0 model.

ModelTokens↓ShareRequestsBuyers
Qwen 3.8 180B Flash Next Nvfp4 160tpsQwen 3.8 180B Flash Next Nvfp4 160tps qwen3.8-180b-flash-next-nvfp4-160tps2.68M100.0%1452

Free mix

Decoded from AntseedFreeUsage events: buyer-signed usage reports with no payment attached, so they are easier to fake than settlements and every figure is a lower bound. Free usage is never counted in revenue, rankings or paid totals.

Advertised models (1)
All 1 services healthychecked 11 min ago · seller-reported
Model↑HealthSaveCategoriesInput
$/M
Cached
$/M
Output
$/M
1st
token
tok/sSuccessReq/hAPI
Qwen 3.8 Flash NextQwen 3.8 Flash Next qwen3.8-flash-nexthealthychecked 11 min ago—chat, low-cost+10$0.14$0.02$0.49——100.0%2openai-chat-completions
1.47
0.0 power · 0.0 usage
1.5 identity · domain kalorius.tech
Ghost rate
0.0%
0 of 19 channels
0.00 ANTS
0.12 to date · 0% still staked here
Usage reward · epoch 30
0.00 ANTS
pending · cap 12.75k ANTS · 89% elapsed
Top staker
100%
of 1 staker · locked ~96 wk

Who stakes into this poolantseedmarkets ↗

this seller1.00 ANTSstarter96 epochs

Staking is delegated: anyone can lock $ANTS into a registered seller's pool, so these are frequently not this seller. What the pool earns is its usage share multiplied by its power, and power is stake multiplied by the epochs still left on each lock — so a pool with traffic and no stake earns almost nothing, and a pool with stake and no traffic earns nothing at all. See all 1 positions → or the whole market →

Epoch volume

Epoch tokens

Catalog the seller advertises — "likely candidates" for what it serves, not the model used in any specific purchase (per-purchase model is not on-chain).