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NewsOfficialXOct 28, 2026, 12:12 UTC

New Bench Tool: Compare LLMs

About SN65 True Performance Network

True Performance Network@TPN_Labs

New Bench Tool: Compare LLMs Labs and devs can now compare a base model vs. its quant using Bench. The Compare tool measures how similarly two models actually behave, showing 3 main results: - KL Divergence: do their next-token distributions match? - Hidden layer comparison: do they process tokens the same way at every layer of the process, and not just at the output? - Cross Model Perplexity: shows how "surprised" a model is when reading the other model's text. Behavior similarity matters for Subnet 65 because it's harder to fake; it measures whether the quant thinks like the model it came from.

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SN65 True Performance Network at a glance

SN65, True Performance Network (α token ص), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.002205 τ (≈ $0.55), against 5,691 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 39.91% APR (simple) and 49.05% APY (compounded), emissions add 0.000000 τ to the pool each block, epochs run every 360 blocks. It was registered at block #4,950,813.

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OfficialX · @TPN_Labs · 2h ago
Compare is live on Bench:
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Taosis indexes announcements, articles, posts and releases about Bittensor subnets from their own channels and keeps a record of each. The text above is the source’s; the figures are read from the chain by Taosis.