PoP RPC Scorer
OnlineFine-tunedApproval gatedAegis Mesh · Amara Voss
aegis/pop-rpc-scorer
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.
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
Runner heartbeats, critical RPC round-trips, and Proof of Performance attestation labels. Not a public blockchain explorer dump.
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.
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.
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.
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.
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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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