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NexusTrade guide

Build and backtest SOL RSI momentum

Enter Solana when 14-day RSI exceeds 60 and exit when it falls to 50.

As of 2026-10-10

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TL;DR

This SOL momentum strategy buys when 14 day RSI exceeds 60 and exits when RSI falls to 50 or below, allocating 95% of buying power per entry. Its 2024 simulation lost 5.18%, reported 26.35% maximum drawdown and incurred $2,568.88 in fees on $10,000 of starting capital. A position remained open at year end. The SPY and Bitcoin curves provide context, not a SOL buy and hold control. Follow the recorded entries and fills before testing a separate variant.

Follow the example

Step 1 of 3

Read this pair's entry and exit

Read this pair’s entry condition, purchase amount and exit in the saved rules below.

Entry
Saved rule: RSI(14, Day) > 60 AND position value = 0
Exit
Saved rule: RSI(14, Day) <= 50 AND position value > 0
Allocation
Saved rule: 95% of buying power per entry; sell 100% of held units on exit
Pair
Saved rule: SOL-USD
What you should see

The plain-language purpose matches the saved rules below. Keep the rule, purchase size and exit together when creating your version.

SOL RSI momentum: completed 2024 backtest with SPY and BTC buy and hold25.3K7.6K2024-01-012024-12-31
SOL RSI momentum 2024-12-31, 21:00:00 UTC
9,481.94
SPY buy and hold 2024-12-31, 21:00:00 UTC
12,530.29
BTC buy and hold 2024-12-31, 21:00:00 UTC
21,926.92
SOL RSI momentumSPY buy and holdBTC buy and holdHistorical simulation
Completed 2024 historical simulation. The plotted observations and comparison series are preserved.
Step 2 of 3

Completed 2024 backtest

Explore the completed 2024 simulation below. Compare its recorded return and drawdown with the plotted benchmarks, then follow the captured fills. The original history, fees and execution assumptions remain available below.

What you should see

The exact stored history shown here, with its source's period, comparisons and limits. Opening the walkthrough does not rerun it.

Preview this strategy in Aurora: authored process map
Authored task map. It describes what to inspect; it is not an account screenshot or a measured result.
Step 3 of 3

Preview this strategy in Aurora

Review the provided strategy request without changing its pair or sizing. Ask for a draft preview before any saved candidate or paid test.

What you should see

An inspectable candidate. New dates or a changed rule define another experiment, not the published result.

Choose a step to follow the example. Opening a request lets you review it; it does not submit a job or change your account.

Inspect the recorded trades

  1. Mar 21, 2024

    Pair

    SOL-USD

    Side

    Sell

    Units (rounded)

    0.00347819

    Submitted price

    $176.99

    Filled price

    $176.99

    Fee

    $0.00

  2. Mar 25, 2024

    Pair

    SOL-USD

    Side

    Buy

    Units (rounded)

    44.41392493

    Submitted price

    $186.77

    Filled price

    $186.77

    Fee

    $58.07

  3. Mar 27, 2024

    Pair

    SOL-USD

    Side

    Sell

    Units (rounded)

    44.10302746

    Submitted price

    $182.57

    Filled price

    $182.57

    Fee

    $56.36

  4. Apr 02, 2024

    Pair

    SOL-USD

    Side

    Sell

    Units (rounded)

    0.31089747

    Submitted price

    $177.36

    Filled price

    $177.36

    Fee

    $0.39

  5. Apr 20, 2024

    Pair

    SOL-USD

    Side

    Buy

    Units (rounded)

    52.89928140

    Submitted price

    $151.37

    Filled price

    $151.37

    Fee

    $56.05

  6. Apr 24, 2024

    Pair

    SOL-USD

    Side

    Sell

    Units (rounded)

    52.52898643

    Submitted price

    $150.29

    Filled price

    $150.29

    Fee

    $55.26

  7. Apr 25, 2024

    Pair

    SOL-USD

    Side

    Sell

    Units (rounded)

    0.37029497

    Submitted price

    $143.69

    Filled price

    $143.69

    Fee

    $0.37

  8. May 03, 2024

    Pair

    SOL-USD

    Side

    Buy

    Units (rounded)

    55.12765659

    Submitted price

    $142.30

    Filled price

    $142.30

    Fee

    $54.91

Recorded rows in source order; spacing does not represent elapsed time.

Show the table · 8 rows, 7 columns

Scroll sideways to compare all columns. Select a heading to sort.

Mar 21, 2024SOL-USDSell0.00347819$176.99$176.99$0.00
Mar 25, 2024SOL-USDBuy44.41392493$186.77$186.77$58.07
Mar 27, 2024SOL-USDSell44.10302746$182.57$182.57$56.36
Apr 02, 2024SOL-USDSell0.31089747$177.36$177.36$0.39
Apr 20, 2024SOL-USDBuy52.89928140$151.37$151.37$56.05
Apr 24, 2024SOL-USDSell52.52898643$150.29$150.29$55.26
Apr 25, 2024SOL-USDSell0.37029497$143.69$143.69$0.37
May 03, 2024SOL-USDBuy55.12765659$142.30$142.30$54.91

Follow the Filled events by pair, side and time. Compare the submitted price, filled price, fractional quantity and fee. This table shows up to eight orders from the captured excerpt (50 Filled events).

For a percentage fee, multiply the traded notional by 0.007. To follow a position, start with a purchase and inspect subsequent sale quantities, remaining holdings and cash flows. For the weekly accumulation example, follow each purchase and the resulting position value.

The algorithm

  1. Entry

    RSI(14, Day) > 60 AND position value = 0

  2. Exit

    RSI(14, Day) <= 50 AND position value > 0

  3. Allocation

    95% of buying power per entry; sell 100% of held units on exit

  4. Pair

    SOL-USD

  5. Execution

    Market; fractional units enabled

  6. Starting capital

    $10,000; no additional deposits

Show the table · 6 rows, 2 columns
DecisionSaved rule
EntryRSI(14, Day) > 60 AND position value = 0
ExitRSI(14, Day) <= 50 AND position value > 0
Allocation95% of buying power per entry; sell 100% of held units on exit
PairSOL-USD
ExecutionMarket; fractional units enabled
Starting capital$10,000; no additional deposits

This example trades SOL-USD as a spot Cryptocurrency asset. The saved rules were read back and verified with automated trading off.

Create the same strategy

Ask Aurora to build the rules above, review the preview, then save the draft with automated trading off. Confirm the Cryptocurrency pair, allocation and entry and exit conditions in the saved rules.

In the native Strategies editor, use Buy and Sell actions with the same Cryptocurrency pair. Add the indicator and position-value conditions shown above. The weekly accumulation example uses a single Buy rule with a seven-day DaysSinceOrder condition.

Plan a separate variant and later test

Review the optional next experiment

After reviewing the recorded example, use the prepared request above for the original rules. This optional plan covers a separate variant and a later test.

  1. Create one variant, then test unseen dates

    Ask: "Change only the entry allocation from 95% to 75% of buying power. Show the rule diff and compare both candidates on the 2024 development period with every other setting fixed." After choosing, freeze the rules and select another test period you have not inspected. The displayed 2024 results already make 2024 a viewed development period. Keep any later revisions in a new research cycle.

Create and backtest with Python

Use the Python SDK instead of Aurora

Python SDK 1.42.0. Save the runner below as run_sol_rsi_momentum.py.

Install and download

Shell
python3 -m pip install nexustrade==1.42.0
export NEXUSTRADE_API_KEY="YOUR_API_KEY"
curl --fail --output sol_rsi_momentum.py https://nexustrade.io/seo/strategy-examples/sol-rsi-momentum.py

Create, test and inspect

Python
from sol_rsi_momentum import create_sol_rsi_momentum, backtest_sol_rsi_momentum

book = create_sol_rsi_momentum()
completed = backtest_sol_rsi_momentum()
print(completed["result"])

Run

Shell
python3 run_sol_rsi_momentum.py

Python strategy and backtest functions

View complete Python SDK functions

The backtest function submits the 2024 test with SPY as its benchmark, records events and waits for the result. Use a new request key when changing rules, dates or fees.

Python
import nexustrade as nt


def create_sol_rsi_momentum():
    asset = nt.crypto_asset("SOL-USD")
    return nt.portfolio(
        "Public SEO crypto example - SOL RSI momentum",
        [
            nt.strategy(
                "Enter SOL RSI momentum",
                ((nt.RSI(asset, 14, "Day") > nt.Value(60)) & (nt.PositionValue(asset) == nt.Value(0))),
                nt.buy(asset, 95, "percent of buying power")
            ),
            nt.strategy(
                "Exit SOL RSI momentum",
                ((nt.RSI(asset, 14, "Day") <= nt.Value(50)) & (nt.PositionValue(asset) > nt.Value(0))),
                nt.sell(asset, 100, "percent of current positions")
            ),
        ],
        initial_value=10000,
        supports_crypto=True,
        supports_fractional_shares=True,
        alerts_enabled=False,
        dividend_policy='cash',
    )


def backtest_sol_rsi_momentum(client=None):
    client = client or nt.NexusTradeClient.from_environment()
    operation = client.create_backtest(
        nt.backtest(
            create_sol_rsi_momentum(),
            start_date="2024-01-01", end_date="2024-12-31",
            interval="Day", baseline_symbol="SPY",
            initial_value=10000, generate_events=True,
            dividend_policy="cash",
            fee_config={"Stock": {"type": "percent", "amount": 0.1},
                        "Cryptocurrency": {"type": "percent", "amount": 0.7},
                        "Option": {"type": "dollars", "amount": 0.65}},
        ),
        idempotency_key="explore-sol-rsi-momentum-2024-spy-v1",
    )
    return client.wait_for_backtest(operation["id"])


# Build locally: book = create_sol_rsi_momentum()
# Run and inspect: completed = backtest_sol_rsi_momentum(); print(completed["result"])

Create and backtest with TypeScript

Use the TypeScript SDK instead of Aurora

TypeScript SDK 1.42.0. Save the runner below as run-sol-rsi-momentum.ts.

Install and download

Shell
npm install nexustrade@1.42.0
npm install --save-dev tsx
export NEXUSTRADE_API_KEY="YOUR_API_KEY"
curl --fail --output sol-rsi-momentum.ts https://nexustrade.io/seo/strategy-examples/sol-rsi-momentum.ts

Create, test and inspect

TypeScript
import { createSolRsiMomentum, backtestSolRsiMomentum } from "./sol-rsi-momentum";

async function main() {
  const book = createSolRsiMomentum();
  const completed = await backtestSolRsiMomentum();
  console.log(completed.result);
}

main().catch((error: unknown) => {
  console.error(error);
  process.exitCode = 1;
});

Run

Shell
npx tsx run-sol-rsi-momentum.ts

TypeScript strategy and backtest functions

View complete TypeScript SDK functions

The same rules, dates and fees are used in both SDKs. The backtest function keeps its request key across retries.

TypeScript
import * as nt from "nexustrade";

export function createSolRsiMomentum() {
  const asset = nt.cryptoAsset("SOL-USD");
  return nt.portfolio(
    "Public SEO crypto example - SOL RSI momentum",
    [
      nt.strategy(
          "Enter SOL RSI momentum",
          nt.and(nt.gt(nt.RSI(asset, 14, "Day"), nt.Value(60)), nt.eq(nt.PositionValue(asset), nt.Value(0))),
          nt.buy(asset, 95, "percent of buying power")
      ),
      nt.strategy(
          "Exit SOL RSI momentum",
          nt.and(nt.lte(nt.RSI(asset, 14, "Day"), nt.Value(50)), nt.gt(nt.PositionValue(asset), nt.Value(0))),
          nt.sell(asset, 100, "percent of current positions")
      ),
    ],
    { initialValue: 10000, supportsCrypto: true, supportsFractionalShares: true, alertsEnabled: false, dividendPolicy: "cash" }
  );
}

export async function backtestSolRsiMomentum(client = new nt.NexusTradeClient()) {
  const operation = await client.createBacktest(
    nt.backtest(createSolRsiMomentum(), {
      startDate: "2024-01-01", endDate: "2024-12-31",
      interval: "Day", baselineSymbol: "SPY",
      initialValue: 10000, generateEvents: true,
      dividendPolicy: "cash",
      feeConfig: {
        Stock: { type: "percent", amount: 0.1 },
        Cryptocurrency: { type: "percent", amount: 0.7 },
        Option: { type: "dollars", amount: 0.65 },
      },
    }),
    { idempotencyKey: "explore-sol-rsi-momentum-2024-spy-v1" }
  );
  if (typeof operation.id !== "string") throw new Error("Missing backtest ID");
  return client.waitForBacktest(operation.id);
}

// Build locally: const book = createSolRsiMomentum();
// Run and inspect: const completed = await backtestSolRsiMomentum(); console.log(completed.result);

Completed 2024 backtest

SOL RSI momentum: completed 2024 backtest with SPY and BTC buy and hold25.3K7.6K2024-01-012024-12-31
SOL RSI momentum 2024-12-31, 21:00:00 UTC
9,481.94
SPY buy and hold 2024-12-31, 21:00:00 UTC
12,530.29
BTC buy and hold 2024-12-31, 21:00:00 UTC
21,926.92
SOL RSI momentumSPY buy and holdBTC buy and holdHistorical simulation
Show the table · 11 rows, 2 columns

Scroll sideways to compare all columns. Select a heading to sort.

StatusCOMPLETE
Backtest return-5.18%
Reported maximum drawdown26.35%
SPY buy-and-hold return25.30%
BTC buy-and-hold return119.27%
Total recorded trading fees$2568.88
Engine closed-trade count45
Starting capital$10000.00
Ending portfolio value$9481.94
Ending cash$421.52
Ending position value$9060.42

This saved algorithm completed a Day backtest from 2024-01-01 through 2024-12-31, with $10000.00 starting capital. The chart includes all 744 exported history points.

Compare the strategy with SPY and BTC buy and hold. Each benchmark invests the full $10000.00 starting balance over the same 2024 period. SPY follows its trading sessions; BTC includes weekends. This algorithm follows its own allocation and entry/exit rules, with 0.7% of traded notional charged on each fill. Explore cash and position values to see how capital was deployed.

Understand this entry with Aurora

  1. SOL-USD 14 day RSI > constant

    Left value61.5322>Right value60ResultTrue
  2. SOL-USD position value = constant

    Left value0=Right value0ResultTrue
Show the table · 2 rows, 5 columns

Scroll sideways to compare all columns. Select a heading to sort.

SOL-USD 14 day RSI > constant61.5322>60True
SOL-USD position value = constant0=0True

At 2024-12-31T14:30:00.000Z, the recorded rule was: 14 Day SOL-USD RSI > Constant 60 and Position market value (SOL-USD) = Constant 0. Its overall result was true. Read the individual comparisons below, then ask Aurora to explain how they led to the action.

The signal requested 95 percent of buying power at a submitted price of 197.68. 1 captured Filled order shares this timestamp; Aurora receives those fields with the signal.

Inspect the original signal record

View captured signal JSON
JSON
{
  "eventType": "BuySignal",
  "event": {
    "eventType": "BuySignal",
    "timestamp": "2024-12-31T14:30:00.000Z",
    "signals": [
      {
        "conditionName": "14 Day SOL-USD RSI > Constant 60 and Position market value (SOL-USD) = Constant 0",
        "audit": {
          "type": "minimal",
          "results": {
            "0.1": {
              "isTrue": true,
              "lhsValue": 0,
              "rhsValue": 0,
              "lhsError": null,
              "rhsError": null,
              "comparison": "equal"
            },
            "0.0": {
              "isTrue": true,
              "lhsValue": 61.53215563468187,
              "rhsValue": 60,
              "lhsError": null,
              "rhsError": null,
              "comparison": "greaterThan"
            }
          },
          "failuresOnly": false
        },
        "isTrue": true,
        "actionName": "Buy",
        "actionMetadata": {
          "buyOrSell": {
            "targetAsset": {
              "name": "SOL-USD",
              "symbol": "SOL-USD",
              "type": "Cryptocurrency",
              "underlyingSymbol": null,
              "optionType": null,
              "expirationDate": null,
              "strikePrice": null,
              "multiplier": null
            },
            "allocation": {
              "type": "percent of buying power",
              "amount": 95
            },
            "price": 197.67999267578125,
            "orderType": "Market Order"
          }
        },
        "orderExecution": {
          "type": "Market"
        }
      }
    ]
  },
  "timestamp": 1735655400000
}

Explore a drawdown period

Scale: 0 to 10.31K USD · zero baseline

Portfolio value

  • 2024-01-02T14:30:00.000Z$10313.32
  • 2024-01-26T21:00:00.000Z$7596.13

Scale: 0 to 433.5 USD · zero baseline

Cash

  • 2024-01-02T14:30:00.000Z$433.50
  • 2024-01-26T21:00:00.000Z$331.50

Scale: 0 to 9.88K USD · zero baseline

Position value

  • 2024-01-02T14:30:00.000Z$9879.82
  • 2024-01-26T21:00:00.000Z$7264.64
Show the table · 2 rows, 4 columns

Scroll sideways to compare all columns. Select a heading to sort.

2024-01-02T14:30:00.000Z$10313.32$433.50$9879.82
2024-01-26T21:00:00.000Z$7596.13$331.50$7264.64

Follow the decline from Jan 02, 2024 to Jan 26, 2024. The table retains the recorded portfolio, cash and position values. The engine reported maximum drawdown of 26.35%.

Test another version

Change one rule or choose a different date range, then compare the resulting curve and trade events with this saved experiment. Explore which trades, fees and periods explain the difference.

Exact captured fill fields

  1. 2024-03-21T20:00:00.000Z

    Pair

    SOL-USD

    Side

    Sell

    Units

    0.003478190818314797

    Submitted price

    $176.99

    Filled price

    $176.99

    Fee

    $0.00

  2. 2024-03-25T13:30:00.000Z

    Pair

    SOL-USD

    Side

    Buy

    Units

    44.413924932613334

    Submitted price

    $186.77

    Filled price

    $186.77

    Fee

    $58.07

  3. 2024-03-27T20:00:00.000Z

    Pair

    SOL-USD

    Side

    Sell

    Units

    44.103027458085045

    Submitted price

    $182.57

    Filled price

    $182.57

    Fee

    $56.36

  4. 2024-04-02T13:30:00.000Z

    Pair

    SOL-USD

    Side

    Sell

    Units

    0.3108974745282893

    Submitted price

    $177.36

    Filled price

    $177.36

    Fee

    $0.39

  5. 2024-04-20T20:00:00.000Z

    Pair

    SOL-USD

    Side

    Buy

    Units

    52.89928139978486

    Submitted price

    $151.37

    Filled price

    $151.37

    Fee

    $56.05

  6. 2024-04-24T20:00:00.000Z

    Pair

    SOL-USD

    Side

    Sell

    Units

    52.52898642998637

    Submitted price

    $150.29

    Filled price

    $150.29

    Fee

    $55.26

  7. 2024-04-25T13:30:00.000Z

    Pair

    SOL-USD

    Side

    Sell

    Units

    0.3702949697984934

    Submitted price

    $143.69

    Filled price

    $143.69

    Fee

    $0.37

  8. 2024-05-03T13:30:00.000Z

    Pair

    SOL-USD

    Side

    Buy

    Units

    55.12765658974385

    Submitted price

    $142.30

    Filled price

    $142.30

    Fee

    $54.91

Recorded rows in source order; spacing does not represent elapsed time.

Inspect full UTC times and exact fractional quantities

Scroll sideways to compare all columns. Select a heading to sort.

2024-03-21T20:00:00.000ZSOL-USDSell0.003478190818314797$176.99$176.99$0.00
2024-03-25T13:30:00.000ZSOL-USDBuy44.413924932613334$186.77$186.77$58.07
2024-03-27T20:00:00.000ZSOL-USDSell44.103027458085045$182.57$182.57$56.36
2024-04-02T13:30:00.000ZSOL-USDSell0.3108974745282893$177.36$177.36$0.39
2024-04-20T20:00:00.000ZSOL-USDBuy52.89928139978486$151.37$151.37$56.05
2024-04-24T20:00:00.000ZSOL-USDSell52.52898642998637$150.29$150.29$55.26
2024-04-25T13:30:00.000ZSOL-USDSell0.3702949697984934$143.69$143.69$0.37
2024-05-03T13:30:00.000ZSOL-USDBuy55.12765658974385$142.30$142.30$54.91

Exact drawdown measurement

Read the exact snapshot timestamps and measurement comparison

The largest decline between exported snapshots was 26.35%, from $10313.32 at 2024-01-02T14:30:00.000Z to $7596.13 at 2024-01-26T21:00:00.000Z. The reported maximum drawdown is 26.35%. Explore the trades and holdings around those dates.

Continue exploring

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Aurora · AI research assistant

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Edit the request, then open it in Aurora. You choose when to send it.