Model checks

Unified Rack · DeepSeek 240 tok/s, as the auditors found it. Seller →

last audit 7 Nov · evidence checked on-chain

×1.08

on its $ANTS points now

Approved auditors check that each seller serves the model it sells.

They buy from it like any buyer: ~100 obscure number questions, compared with the real model.
The real model misses some too: that is the noise. A seller fails only if it misses clearly more, and two auditors must agree.
Each pass +2% on $ANTS points, up to +50%. Fails cost more: 1 −4%, 2 −16%, 3 −36%. Checked again every week.

Approved auditors check that each seller serves the model it sells.

They buy from it like any buyer: ~100 obscure number questions, compared with the real model.
The real model misses some too: that is the noise. A seller fails only if it misses clearly more, and two auditors must agree.
Each pass +2% on $ANTS points, up to +50%. Fails cost more: 1 −4%, 2 −16%, 3 −36%. Checked again every week.

Passed

SAME · counting now

Failed

DIFF

Last audit

7 Nov

epoch 30 · counts to 31

By model

Model	Differed↑	× noise	Fail line	Noise	Proof
Grok 4.7SAME	0%	0.0×	12 under	0.0%	↗
Gemini 4 ArgonSAME	1%	1.0×	13 under	1.0%	↗
Kimi K3.1 Pro HighspeedSAME	8%	1.0×	21 under	8.2%	↗
Qwen 3.8 27BSAME	10%	1.1×	22 under	8.8%	↗

Audit rounds

Round	Passed	Failed	Multiplier
7 Novepoch 30	4	0	×1.08

Audited by approved auditors · evidence on IPFS, hash-checked on-chain.