RPC Gateway Explorer

What the blocks mean

Expected block (left treemap): Capacity derived from the current challenge: path distance max, MML threshold, and difficulty. Each rectangle is a path (green) or tensor calculation (purple) the validator expects miners to fill for this round.

Actual block (right treemap): What the network is doing now: tasks processed, valid proofs, and connected peers. Size and count show real throughput vs expected.

• Path (green): A computation path — one execution trace through the tensor op (matrix multiply, convolution, etc.). Path distance measures how far activations differ from the reference.
• Calculation (purple): A single tensor operation (e.g. 64×64 matmul). Multiple calculations fill a "block" of useful work.
• Weight (kWU): Aggregate cost of paths and calculations; higher = more work per block.
• MML threshold: Maximum allowed compression ratio (output/input); proofs must stay under this to be valid.