Walk-forward validated backtest results for Starknet. The model is trained on historical data and tested exclusively on unseen future data.
Same coin, full walk-forward window — different model versions. The newest model (v4.2 (Theros)) is currently in production. Older versions are kept for historical comparison.
Δ-arrows compare against current (v4.2 (Theros)). Higher Sharpe / WR / Trades = better; smaller (less negative) Max DD = better.
Starknet (STRK) is a leading Ethereum ZK-rollup using STARK cryptographic proofs and the Cairo programming language. Token launched via airdrop in February 2024, providing roughly one-and-a-half cycles of trading data. Price responds to ZK-narrative phases, L2-fee-market dynamics, and protocol-upgrade milestones.
Key risk-adjusted metrics from the walk-forward backtest. Sharpe above 3.0 is excellent; win rate above 75% demonstrates consistent signal quality.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec | Year Σ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 |
—
|
—
|
—
|
—
|
—
|
—
|
—
|
—
|
—
|
—
|
+36.7%
10t
|
+216.3%
25t
|
+332.5% |
| 2025 |
+185.7%
20t
|
+376.8%
21t
|
+152.1%
22t
|
+133.1%
21t
|
+253.2%
21t
|
+105.0%
13t
|
+155.4%
23t
|
+157.0%
15t
|
+96.6%
21t
|
+219.3%
28t
|
+544.9%
21t
|
+122.8%
16t
|
+34,305,975.4% |
| 2026 |
+133.0%
16t
|
+32.8%
5t
|
+50.8%
10t
|
+70.9%
11t
|
—
|
—
|
—
|
—
|
—
|
—
|
—
|
—
|
+697.8% |
Derived from the walk-forward trade log. Cells link to the matching paper-trade page when available. Color intensity = magnitude.
Performance segmented by market condition. The model adapts entry thresholds, position sizing, and exit timing to each regime. Consistent profitability across all regimes demonstrates true robustness.
| Regime | Trades | Win Rate | Avg PnL | Profit Factor | Avg Bars |
|---|---|---|---|---|---|
| BUBBLE | 90 | 78.8% | +4.76% | 29.44 | 12.6 |
| BULL | 36 | 96.7% | +9.42% | 94.45 | 28.5 |
| SIDEWAYS | 163 | 87.2% | +4.89% | 20.78 | 20.7 |
| BEAR | 30 | 98.2% | +7.55% | 190.48 | 15.6 |
Each cycle is an independent out-of-sample test period aligned with a Bitcoin halving cycle. The model is trained on earlier cycles and tested on the next — never seeing the test data during training.
| Cycle | Period | Sharpe | Return | MaxDD | Win Rate | Trades | B&H |
|---|---|---|---|---|---|---|---|
| 1 | Nov '24 – Aug '25 | 16.17 | 9,221x | -8.8% | 87.3% | 181 | Yes |
| 2 | Aug '25 – Apr '26 | 13.87 | 731.3x | -7.6% | 87.0% | 138 | Yes |
Most recent 50 trades from the walk-forward backtest (Dec 2025 – Apr 2026).
| Entry | Exit | Entry Price | Exit Price | PnL | Regime | Bars | Exit Reason |
|---|---|---|---|---|---|---|---|
| 22 Apr 2026 08:00 | 22 Apr 2026 17:00 | $0.04010 | $0.04270 | +6.05% | SIDEWAYS | 10 | signal |
| 22 Apr 2026 08:00 | 23 Apr 2026 16:00 | $0.04950 | $0.04240 | +16.27% | SIDEWAYS | 11 | signal |
| 20 Apr 2026 11:00 | 21 Apr 2026 19:00 | $0.03480 | $0.03630 | +3.67% | SIDEWAYS | 33 | trail |
| 17 Apr 2026 11:00 | 17 Apr 2026 13:00 | $0.03650 | $0.03750 | +2.32% | SIDEWAYS | 3 | exit_fp |
| 17 Apr 2026 11:00 | 19 Apr 2026 22:00 | $0.03590 | $0.03400 | +5.16% | SIDEWAYS | 36 | signal |
| 16 Apr 2026 17:00 | 16 Apr 2026 22:00 | $0.03590 | $0.03650 | +1.26% | SIDEWAYS | 6 | signal |
| 15 Apr 2026 01:00 | 16 Apr 2026 04:00 | $0.03230 | $0.03550 | +9.46% | SIDEWAYS | 28 | take_profit |
| 09 Apr 2026 04:00 | 10 Apr 2026 03:00 | $0.03270 | $0.03400 | +3.54% | BEAR | 24 | trail |
| 07 Apr 2026 17:00 | 07 Apr 2026 22:00 | $0.03260 | $0.03410 | +4.17% | BEAR | 6 | exit_fp |
| 05 Apr 2026 17:00 | 06 Apr 2026 09:00 | $0.03270 | $0.03380 | +2.94% | BEAR | 17 | signal |
| 31 Mar 2026 10:00 | 01 Apr 2026 01:00 | $0.03400 | $0.03450 | +0.97% | BEAR | 16 | trail |
| 30 Mar 2026 00:00 | 30 Mar 2026 09:00 | $0.03370 | $0.03460 | +2.15% | BEAR | 10 | trail |
| 23 Mar 2026 17:00 | 25 Mar 2026 04:00 | $0.03620 | $0.03740 | +2.89% | BEAR | 36 | signal |
| 21 Mar 2026 03:00 | 21 Mar 2026 11:00 | $0.03580 | $0.03740 | +3.93% | BEAR | 9 | regime_exit |
| 21 Mar 2026 03:00 | 22 Mar 2026 00:00 | $0.03740 | $0.03740 | -0.41% | BEAR | 1 | signal |
| 16 Mar 2026 04:00 | 16 Mar 2026 20:00 | $0.04030 | $0.04150 | +2.56% | BEAR | 17 | exit_fp |
| 16 Mar 2026 04:00 | 20 Mar 2026 14:00 | $0.04010 | $0.03560 | +12.18% | BEAR | 62 | signal |
| 08 Mar 2026 01:00 | 09 Mar 2026 09:00 | $0.03800 | $0.03900 | +1.99% | BEAR | 33 | trail |
| 03 Mar 2026 11:00 | 04 Mar 2026 19:00 | $0.03970 | $0.04180 | +4.86% | BEAR | 33 | exit_fp |
| 01 Mar 2026 20:00 | 02 Mar 2026 15:00 | $0.03940 | $0.04180 | +5.66% | BEAR | 20 | exit_fp |
| 28 Feb 2026 13:00 | 01 Mar 2026 01:00 | $0.03960 | $0.04240 | +6.63% | BEAR | 13 | exit_fp |
| 24 Feb 2026 07:00 | 25 Feb 2026 05:00 | $0.03980 | $0.04180 | +4.41% | BEAR | 23 | trail |
| 19 Feb 2026 18:00 | 20 Feb 2026 08:00 | $0.04420 | $0.04640 | +4.55% | BEAR | 15 | exit_fp |
| 11 Feb 2026 10:00 | 12 Feb 2026 15:00 | $0.04460 | $0.04730 | +5.50% | BEAR | 30 | trail |
| 06 Feb 2026 02:00 | 06 Feb 2026 16:00 | $0.04650 | $0.05210 | +11.58% | BEAR | 15 | exit_fp |
| 02 Feb 2026 09:00 | 02 Feb 2026 18:00 | $0.05520 | $0.05730 | +3.38% | BEAR | 10 | exit_fp |
| 26 Jan 2026 08:00 | 27 Jan 2026 08:00 | $0.06770 | $0.06880 | +1.21% | SIDEWAYS | 25 | signal |
| 26 Jan 2026 08:00 | 31 Jan 2026 18:00 | $0.06940 | $0.05360 | +28.95% | SIDEWAYS | 94 | signal |
| 21 Jan 2026 11:00 | 21 Jan 2026 19:00 | $0.07820 | $0.08150 | +3.79% | SIDEWAYS | 9 | exit_fp |
| 21 Jan 2026 11:00 | 25 Jan 2026 19:00 | $0.07870 | $0.06620 | +18.40% | SIDEWAYS | 79 | signal |
| 17 Jan 2026 04:00 | 17 Jan 2026 16:00 | $0.08520 | $0.08580 | +0.29% | SIDEWAYS | 13 | signal |
| 17 Jan 2026 04:00 | 18 Jan 2026 15:00 | $0.08390 | $0.08600 | -2.95% | SIDEWAYS | 11 | stop |
| 17 Jan 2026 04:00 | 20 Jan 2026 22:00 | $0.08010 | $0.07730 | +3.20% | SIDEWAYS | 43 | signal |
| 13 Jan 2026 05:00 | 14 Jan 2026 00:00 | $0.08200 | $0.09120 | +10.76% | SIDEWAYS | 20 | exit_fp |
| 13 Jan 2026 05:00 | 16 Jan 2026 15:00 | $0.09000 | $0.08250 | +8.64% | SIDEWAYS | 51 | signal |
| 11 Jan 2026 16:00 | 12 Jan 2026 16:00 | $0.08230 | $0.08200 | -0.77% | SIDEWAYS | 25 | signal |
| 04 Jan 2026 13:00 | 04 Jan 2026 17:00 | $0.08830 | $0.09140 | +3.09% | SIDEWAYS | 5 | signal |
| 04 Jan 2026 13:00 | 06 Jan 2026 08:00 | $0.08940 | $0.09380 | -5.19% | SIDEWAYS | 27 | stop |
| 04 Jan 2026 13:00 | 09 Jan 2026 12:00 | $0.09240 | $0.08210 | +12.08% | SIDEWAYS | 64 | signal |
| 04 Jan 2026 13:00 | 10 Jan 2026 22:00 | $0.08400 | $0.08140 | +2.77% | SIDEWAYS | 22 | signal |
| 31 Dec 2025 18:00 | 02 Jan 2026 23:00 | $0.07790 | $0.08630 | +10.33% | SIDEWAYS | 54 | take_profit |
| 31 Dec 2025 18:00 | 04 Jan 2026 00:00 | $0.08490 | $0.08670 | -2.48% | SIDEWAYS | 13 | signal |
| 26 Dec 2025 13:00 | 27 Dec 2025 15:00 | $0.07980 | $0.08470 | +5.71% | SIDEWAYS | 27 | exit_fp |
| 26 Dec 2025 13:00 | 31 Dec 2025 05:00 | $0.08400 | $0.07810 | +7.11% | SIDEWAYS | 74 | signal |
| 23 Dec 2025 21:00 | 25 Dec 2025 01:00 | $0.08000 | $0.08120 | +1.08% | SIDEWAYS | 29 | signal |
| 23 Dec 2025 21:00 | 26 Dec 2025 00:00 | $0.08060 | $0.07830 | +2.52% | SIDEWAYS | 11 | signal |
| 19 Dec 2025 01:00 | 19 Dec 2025 19:00 | $0.07970 | $0.08520 | +6.46% | BEAR | 19 | exit_fp |
| 09 Dec 2025 14:00 | 09 Dec 2025 16:00 | $0.11050 | $0.11860 | +6.89% | SIDEWAYS | 3 | exit_fp |
| 09 Dec 2025 14:00 | 11 Dec 2025 02:00 | $0.11190 | $0.10510 | +6.03% | SIDEWAYS | 22 | signal |
| 09 Dec 2025 14:00 | 13 Dec 2025 16:00 | $0.10980 | $0.10590 | +3.14% | SIDEWAYS | 44 | trail |
These backtest results demonstrate what our model can do. Get real-time STRK signals delivered to your Telegram with every entry, stop-loss, and take-profit.
Institutional-grade AI trading signals for crypto traders. Our Omniscius v4.2 ensemble model is walk-forward validated across 87 coins and 31,411+ backtested trades. No curve-fitting, no hype — just data-driven signals delivered to your Telegram.
Prices delayed up to 5 minutes. Trading and investing involve significant risk of loss. All content on this site is for informational purposes only and does not constitute financial advice. Decisions to buy, sell, or hold are best made with the advice of qualified financial professionals. Past performance does not guarantee future results.
Hypothetical or simulated performance results have inherent limitations. Unlike an actual performance record, simulated results do not represent actual trading. Since the trades have not been executed, the results may have under- or over-compensated for the impact of certain market factors, including lack of liquidity. No representation is being made that any account will or is likely to achieve profit or losses similar to those shown.
Some links on this site are affiliate links. AlgoZilla may earn a commission at no extra cost to you. This does not affect signal quality. Please read our full disclaimer · Terms · Privacy
© 2026 AlgoZilla.io — All rights reserved