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First-class passport · hashes on the ledger, artifacts stay off-chain.

P

PoP RPC Scorer

OnlineFine-tunedApproval gated

Aegis Mesh · Amara Voss

aegis/pop-rpc-scorer

Why this model

PoP-aware RPC scoring trained on Litheum runner traces, not generic uptime pings.

Fine-tuned from Kimi K2.5 on Litheum runner telemetry, critical RPC traces, and Proof of Performance scoring labels.

Aegis Mesh continued training on Kimi K2.5 using runner heartbeats, critical RPC round-trips, and PoP attestation traces. Scores whether a runner is earning Proof of Performance credit for end-to-end decentralization — not a generic uptime ping. Weights stay on Aegis GPUs; buyers get metered scoring API access.

Best for
runner scoringcritical RPC triagePoP credit reviewattestation notes
Input $/1M
$1.8
Output $/1M
$5.4
Context
131,072
Origin
Domain fine-tune
Model class
Fine-tune
Contribution
Model + compute
Compute source
Self-hosted GPUs
License
Commercial
Base model
moonshot/kimi-k2.5
Compute region
us-east-1
Requests
4
Host wallet
0xAEGISP…00000009
Hosted compute

Weights and inference stay on the host. Cautus Intelligence meters the gateway; buyers never receive the raw endpoint credentials.

A100 80GB cluster · Aegis private VPC

Endpoint registered (proxied): https://infer.aegis-mesh.internal/v1

Last heartbeat 10/11/2026, 4:19:10 PM

Data and training story

Runner heartbeats, critical RPC round-trips, and Proof of Performance attestation labels. Not a public blockchain explorer dump.

Model provenance passport
Hash on-chain · artifacts off-chain

Lineage a buyer can click: base weights, license, fine-tune story, region, and custody. We do not invent eval scores. If no third-party card exists, the listing says so and still pins a card hash.

Base weights
moonshot/kimi-k2.5
License
Commercial
Origin
Domain fine-tune
Model class
Fine-tune
Contribution
Model + compute
Compute source
Self-hosted GPUs
Region
us-east-1
Weights custody
Weights never left this host GPU / VPC.
Eval / card hash
0x32417fb506fad8d29a39f0503b91b25e2363719486da5782
Eval status
No third-party eval published for this listing.
Litheum listing tx
0xa6348eda…b644dbcd8a
Fine-tune story

Aegis Mesh continued training on Kimi K2.5 using runner heartbeats, critical RPC round-trips, and PoP attestation traces. Scores whether a runner is earning Proof of Performance credit for end-to-end decentralization — not a generic uptime ping. Weights stay on Aegis GPUs; buyers get metered scoring API access.

View listing on Litheum
Access control

Mode: Approval gated

Human review for every new org. Competing RPC relays and validator-as-a-service shops are blocked by domain. Approved buyers get metered scoring API access; weights never leave Aegis compute.

Competitor domains blocked
rivalchain-rpc.iocentralized-relays.commegavalidator.ai
Request access from the host

This model is gated so the host can keep competitors and unknown orgs off their compute. Submit a short use case; hosts approve before the gateway will meter calls.

Sign in to request access.

Settlement path

This call → usage tx → settlement tx on Litheum. Platform take on this listing is 5.0% (Model + compute). Remainder goes to the model owner and, on matched jobs, the compute provider. Example at $1.8 / $5.4 per 1M: a 1M in + 1M out call costs $7.2.

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