Research · Altcoins
Altcoins measured against Bitcoin, not against each other
Bitcoin is the reference point for this cluster, and that is a deliberate editorial choice rather than a ranking. Bitcoin's rules are fixed and publicly verifiable, its supply schedule is written into the protocol, and its market history is long enough to be measured. Those properties make it a stable baseline against which another network's design decisions can be described. A page in this cluster will tell you how Solana's account model differs from Bitcoin's unspent-output model, or how Ethereum's fee market prices block space, because those are questions with checkable answers. It will not tell you which network is better, and it will not tell you what any asset will be worth.
The scope rule for this cluster is narrow on purpose. Altcoin content here is behavioural or comparative relative to Bitcoin: how a network behaves under load, how its consensus and execution differ from Bitcoin's, how its market structure compares, and how its cycles line up with Bitcoin's own. There are no generic coin profiles, no project-by-project descriptions, no tokenomics summaries, and no price predictions anywhere in this cluster. Where a page covers a mechanism that is proposed rather than deployed, it says so. Where a comparison stops being informative, the page says that too.
Design Intent and Architecture
Design Intent and Architecture
Every network in this cluster was built against a different constraint, and judging them on one scoreboard is what makes most comparisons useless. These pages work through what each design was actually optimising for, and how the architecture that follows from it differs from Bitcoin's.
- What Each Network Is Designed ForFour networks judged against their own stated goals, and the limits of that.
- Bitcoin vs Ethereum Monetary ModelsA fixed issuance rule against a managed supply, with both specifications cited.
- Bitcoin vs Solana ArchitectureBounded blocks for cheap validation against a pipelined design for throughput.
- Bitcoin vs ICP ArchitectureOne verifiable chain against a network of subnets that can sign for themselves.
Consensus and Security
Consensus and Security
Proof of work and proof of stake make rewriting history expensive in different ways, and each assumes something different about the participants securing it. These pages work through what each mechanism buys, what it gives up, and how the security argument is made in each case.
Execution and State
Execution and State
Where a program's state lives, how a block is executed, and what an upgrade has to preserve are the questions that decide how an application is built. These pages set the account-based EVM, Solana's parallel runtime and the canister model against each other on exactly those points.
- Ethereum vs ICP Smart ContractsAccount-based EVM contracts against canister actors: state, upgrades and cost models.
- Ethereum vs Solana ExecutionSequential EVM execution against parallel Sealevel scheduling, and what each asks of a transaction.
- ICP vs Solana Application ArchitectureCanister-centric against program-centric design: state ownership, storage and upgrade paths.
Scaling and Block Space
Scaling and Block Space
How a network grows, when a transaction is settled, and what a node is expected to store are three different questions that are usually answered together. These pages separate them, and compare the networks on each one rather than on a single throughput figure.
- L1 vs L2 ScalingMonolithic chains against rollups, and the trust assumptions each approach moves.
- Finality Across Four NetworksProbabilistic, economic and deterministic finality, and what each guarantee assumes.
- Transaction and Data ModelsUTXO, account, account-with-programs and canister state, and how each grows.
Network Mechanics
Network Mechanics
The reference pages behind the comparisons: how Ethereum's execution and consensus layers are put together, how Solana orders and executes transactions, and how the Internet Computer's subnets and canisters actually work.
- Account ModelExternally owned and contract accounts, the nonce, address derivation and the state trie.
- The EVMThe 256-bit stack machine, its memory and storage areas, the opcode families and gas metering.
- Gas & Gas FeesGas as a unit of work, the EIP-1559 base and priority fees, and why the base fee is burned.
- Proof of StakeThe beacon chain, slots, epochs and committees, and the validator lifecycle from deposit to exit.
- RollupsThe rollup model, optimistic against zero-knowledge settlement, and what a user is trusting.
- MEV & Block BuildingWhere extractable value comes from, the searcher, builder, relay and proposer roles, and PBS.
- Proof of HistoryThe sequential hash chain that orders transactions before consensus, and what it does not prove.
- Sealevel RuntimeParallel execution, the account-access declaration, and how the scheduler orders conflicting work.
- Account ModelThe five account fields, ownership rules, the storage deposit and program derived addresses.
- Fees & Priority FeesThe base fee, the prioritisation fee formula, distribution, and why a failed transaction still pays.
- CanistersA WebAssembly module with its own memory, cycles balance and controllers, reached through Candid.
- SubnetsHow nodes are grouped into subnets, how consensus runs inside one, and why the network is not a single chain.
- Chain-Key CryptographyThreshold ECDSA, Schnorr and EdDSA signing, and why a subnet can sign for another chain.
- CyclesThe XDR-pegged accounting unit, conversion from ICP, the cycles ledger and the freezing threshold.
Governance and Upgrades
Governance and Upgrades
A network's rules change through a process, and the process decides who has to agree. These pages cover the governance systems that sit behind each network's upgrades, from Bitcoin's deliberately slow consensus to the Internet Computer's on-chain proposal system.
- Network Nervous SystemProposals, neurons and dissolve delays, and how the protocol is upgraded without a hard fork.
- SNS DAOsHanding an application to a community: the Service Nervous System and the decentralization swap.
- Upgrades & Stable MemoryWhat survives a code replacement, the upgrade hooks, and the Motoko and Rust approaches.
- Motoko vs RustPersistence, memory management and ecosystem compared, with Candid as the boundary.
Market Structure and Cycles
Market Structure and Cycles
The comparative record: how the largest assets by market capitalisation are measured, what Bitcoin's share of that total means, and how the wider market's behaviour relates to Bitcoin's own cycles rather than to any single coin's story.
- Market Cap ExplainedWhat market capitalisation measures, and where it misleads.
- Bitcoin DominanceBitcoin's share of total crypto market capitalisation.
- LiquidityOrder-book depth, thin markets and why they amplify price moves.
- Trading VolumeWhat volume measures, and why it is not the same as liquidity.
- Exchange Price DifferencesWhy the same bitcoin trades at different prices on different venues.
- Spot vs FuturesImmediate-settlement spot markets against derivative contracts, and what each reveals.
- Open Interest & FundingWhat derivatives positioning measures show, and where they stop being informative.
- Cycle ComparisonCompleted cycles set side by side: advance, decline and duration.
- Return ProfilesHow the shape of returns changed from cycle to cycle.
ICP: Market Behaviour Against Bitcoin
ICP: Market Behaviour Against Bitcoin
The Internet Computer's market record read against Bitcoin's rather than described on its own terms: how its price history lines up with Bitcoin's cycle phases, what its correlation record can and cannot support, how its drawdowns and recoveries compare, what the launch and vesting supply did to its capitalisation series, how node rewards and the cycles burn interact with market data, whether network activity tracks market performance, how it behaved around named Bitcoin moves, and how it sits beside BTC, ETH and SOL across the cycles they share. Every page states its dataset, period, method and limitations, and every page separates correlation, association and timing from documented causation.
- ICP Price History vs BTC CyclesICP's record mapped onto Bitcoin's cycle phases, with the listing date and method stated.
- ICP–BTC CorrelationWhat the correlation record would measure, and why a short series supports weaker conclusions.
- ICP Drawdowns & RecoveriesICP's drawdown and recovery behaviour against Bitcoin's, with dates and method.
- ICP Market-Cap HistoryICP's capitalisation series in context, including the launch and vesting supply effect.
- ICP Supply & Network EconomicsNode rewards and the cycles burn, and how each interacts with market data.
- ICP Activity vs Market PerformanceWhether network activity tracks market performance, with the correlation caveat explicit.
- ICP During Major BTC MovesICP's behaviour around named Bitcoin moves, as timing and association rather than cause.
- ICP vs BTC, ETH and SOLFour assets across shared cycles, with the differing listing dates stated as a limitation.
Altseason and Rotation
Altseason and Rotation
The comparative record of market-wide rotation: what altseason is defined to mean, how Bitcoin's share of the total has related to it, what a capital rotation claim would have to evidence, whether the proposed Bitcoin-to-ether-to-alt ordering survives the record, and whether the episodes came before or after Bitcoin's peaks. Each page states its dataset, period, method and limitations, and each separates co-movement from cause.
- What Altseason MeansAltseason defined by a universe, a window and a threshold, and what each measure cannot show.
- Dominance and AltseasonHow Bitcoin's share of the total has related to altseason, and why a moving denominator limits it.
- Capital RotationWhat a rotation claim asserts, what the record can evidence, and what remains inference.
- The BTC–ETH–Alt SequenceThe proposed rotation ordering tested against the record, with its counterexamples shown.
- Altseason and BTC PeaksEach documented episode dated against Bitcoin's peaks, with the sample-size limit stated.
BTC/Alt Behaviour
BTC/Alt Behaviour
The behavioural record between Bitcoin and the large alts: why their prices so often move together, how that co-movement is measured, when it breaks down, how the alts behave on the way down and on the way up, what Bitcoin's share of the total does and does not say, how sensitive an alt is to a Bitcoin move, and how the two compare on drawdowns and recoveries. Each page states its dataset, period, method and limitations, and each keeps correlation, association, timing and documented causation in separate boxes.
- Why Alts Move with BitcoinShared liquidity, a shared marginal buyer and a common macro factor, and why co-movement is not causation.
- How BTC–Alt Correlation Is MeasuredRolling Pearson correlation on daily log returns, and what the coefficient does and does not say.
- When Alts Decouple from BitcoinThe short periods when large alts stop tracking bitcoin, and the market-specific explanation behind each.
- Alts When Bitcoin FallsWhy the large alts have generally fallen further than bitcoin in a broad decline, and the common factor behind it.
- Alts When Bitcoin RalliesDispersion around a shared factor in an advance, and why the spread is widest among the smallest assets.
- Bitcoin Dominance and Alt PerformanceWhy dominance is a composition measure that shows how the market is divided, not what is driving the parts.
- Beta to Bitcoin for an AltHow beta is estimated, why it depends on the window and convention, and why it is least reliable in stress.
- Alt vs Bitcoin DrawdownsA peak-to-trough comparison of the large alts against bitcoin, with one rule applied to every asset.
- Alt vs Bitcoin RecoveriesRecovery measured from trough back to prior peak, and why the alts have generally taken longer than bitcoin.
- Correlation During Market StressWhether correlations converge toward one in a crisis, the mechanism behind it, and why it is not causation.
Other Major Alts
Other Major Alts
The remaining large-cap assets measured against Bitcoin rather than described on their own terms: the supply and consensus rules that distinguish each one, the demand factors behind it, and how its market behaviour compares with Bitcoin's across the cycles they share. Each page states its dataset, period, method and limitations, and each treats co-movement as an association within a common market factor rather than as one asset moving another.
- XRP vs BitcoinXRP relative to BTC: genesis supply, escrow, validator consensus and the regulatory timeline as context.
- BNB vs BitcoinBNB relative to BTC, including the exchange-linked demand factor and the burn policy that manages supply.
- ADA vs BitcoinCardano's asset across cycles, with the long drawdown period documented and the reserve-based issuance model.
- AVAX vs BitcoinAvalanche's asset relative to BTC, including its compressed 2021 listing-cycle profile.
- LINK vs BitcoinChainlink's asset relative to BTC, with the oracle-demand narrative separated from price behaviour.
- DOGE vs BitcoinDogecoin relative to BTC, including the attention-driven episodes and why they resist factor explanation.
- Large-Cap Alts vs BitcoinA pooled comparison of large-cap alts against BTC, with the basket definition and weighting stated.
- Large vs Small Cap Across BTC CyclesHow large- and small-cap crypto behaved differently across BTC cycles, with the survivorship caveat stated.
Solana Measured Against Bitcoin
Solana Measured Against Bitcoin
The relative record for Solana: how closely its daily returns have moved with Bitcoin's and where that breaks, what the SOL/BTC ratio did across the 2021 expansion and the 2022 drawdown, how the two assets' declines compare, how SOL behaved inside Bitcoin's bull and bear phases, what supply and unlocks did to the capitalisation comparison, and the windows in which SOL outperformed. Each page states its dataset, period, method and limitations, and each keeps correlation, association, timing, common market factors and documented causation in separate boxes.
- The SOL–BTC Correlation RecordHow closely SOL and BTC daily returns have moved together, and the event periods that interrupt the relationship.
- The SOL/BTC Ratio Across CyclesThe relative-price record from 2020, with the 2021 expansion, the 2022 drawdown and the recovery marked.
- SOL versus BTC DrawdownsPeak-to-trough declines for both assets over the same window, with the dates and method stated.
- SOL During Bitcoin Bull and Bear PhasesWhat Solana did inside Bitcoin's expansion and contraction phases, framed as association rather than cause.
- SOL Market-Cap Growth in ContextSOL's capitalisation against Bitcoin's and the wider market, with supply and unlock effects noted.
- When SOL Outperformed BTCThe documented outperformance windows and what coincided with them, without causal claims.
Ethereum Measured Against Bitcoin
Ethereum Measured Against Bitcoin
The relative record for ether: how the ETH-BTC correlation is measured and where it stops being informative, what the ETH/BTC ratio does and does not say, how ether behaved inside Bitcoin's bull and bear phases, how the two assets' drawdowns and capitalisations compare, what Ethereum's issuance and burn did in market context, and the windows in which ether outperformed. Each page states its dataset, period, method and limitations, and each treats co-movement as an association within a common market factor rather than as one asset leading the other.
- The ETH-BTC Correlation RecordHow the correlation is measured, how it behaves across windows, and where it breaks down.
- The ETH/BTC RatioWhat the ratio measures, how to read its trend, and why it is not a forecast.
- ETH During Bitcoin Bull PhasesAssociation within a common market factor, and what co-movement cannot establish.
- ETH During Bitcoin Bear PhasesDrawdown depth and duration compared over identical windows, and the limits of the comparison.
- ETH vs BTC DrawdownsA peak-to-trough comparison across cycles, with the method and windows stated first.
- ETH vs BTC Market CapHow the two capitalisations are built, and what the ratio does and does not imply.
- ETH Supply Changes in Market ContextIssuance, burn and staking placed in market context, citing the monetary comparison.
- When ETH Outperformed BTCHow outperformance periods are identified, and the limits of after-the-fact attribution.
Quantitative Methods
Quantitative Methods
The methodology references behind every comparison in this cluster: how correlation between crypto assets is measured, how beta to Bitcoin is estimated and why it is regime-dependent, and how volatility, drawdown and risk-adjusted return are constructed for assets with unequal histories. Each page states its estimator, window and data source, and each explains why a figure computed on a non-stationary series describes the past rather than a property of the asset.
- Measuring Crypto CorrelationReturn frequency, log against simple returns, window length, and the pitfalls of correlation on a non-stationary series.
- Beta to BitcoinThe regression setup behind beta, the role of R-squared, and why beta is regime-dependent.
- BTC, ETH, SOL and ICP VolatilityA comparative volatility study of the four assets, with the estimator, window and data source stated.
- BTC, ETH, SOL and ICP DrawdownsA comparative drawdown study of the four assets, with peak and trough identification and method stated.
- BTC, ETH, SOL and ICP Risk-Adjusted ReturnsA risk-adjusted return comparison of the four assets, with the ratio definitions and the ICP short-history caveat.
The reference pages behind the comparison
The pages above explain the comparisons. These hold the underlying record and the methodology, for when you want to check a figure or follow a source.