Walk-forward validated backtest results for TRB. The model is trained on historical data and tested exclusively on unseen future data.
Tellor (TRB) provides a decentralized oracle network that delivers off-chain data on-chain via a proof-of-work-style competitive reporting system. Long-running protocol (since 2019) with 49K+ bars of history. Volatile due to thin liquidity but well-suited for systematic strategies.
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 |
—
|
—
|
—
|
—
|
—
|
—
|
+161.1%
20t
|
+189.4%
21t
|
+216.4%
21t
|
+208.3%
16t
|
+165.9%
21t
|
+72.7%
17t
|
+33,753.0% |
| 2022 |
+68.2%
22t
|
+100.4%
18t
|
+158.7%
16t
|
+62.8%
16t
|
+441.6%
23t
|
+117.5%
24t
|
+421.7%
19t
|
+366.7%
15t
|
+120.7%
15t
|
+50.9%
9t
|
+123.7%
16t
|
+57.1%
13t
|
+4,763,602.4% |
| 2023 |
+77.1%
13t
|
+103.1%
14t
|
+92.7%
16t
|
+54.5%
13t
|
+25.9%
12t
|
+66.8%
12t
|
+67.2%
12t
|
+109.1%
17t
|
+652.5%
28t
|
+363.3%
21t
|
+90.6%
14t
|
+843.9%
23t
|
+4,930,713.2% |
| 2024 |
+88.6%
17t
|
+36.9%
12t
|
+96.5%
21t
|
+96.4%
17t
|
+342.7%
21t
|
+57.3%
16t
|
+92.1%
15t
|
+134.6%
19t
|
+91.7%
15t
|
+56.5%
16t
|
+249.7%
19t
|
+173.5%
19t
|
+897,122.2% |
| 2025 |
+61.0%
18t
|
+92.7%
19t
|
+79.4%
14t
|
+100.4%
13t
|
+353.6%
17t
|
+116.3%
17t
|
+78.6%
13t
|
+73.9%
11t
|
+50.2%
16t
|
+136.3%
19t
|
+104.8%
17t
|
+85.7%
16t
|
+458,825.2% |
| 2026 |
+58.5%
16t
|
+58.1%
17t
|
+54.9%
12t
|
+116.7%
18t
|
+21.0%
2t
|
—
|
—
|
—
|
—
|
—
|
—
|
—
|
+917.1% |
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 | 215 | 88.4% | +3.96% | 21.48 | 16.2 |
| BULL | 138 | 81.8% | +6.38% | 265.68 | 24.2 |
| SIDEWAYS | 507 | 90.6% | +4.96% | 50.21 | 19.6 |
| BEAR | 119 | 88.7% | +4.23% | 12.48 | 15.8 |
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 | Jul '21 – Apr '22 | 13.05 | 2,693x | -17.9% | 83.9% | 186 | Yes |
| 2 | Apr '22 – Feb '23 | 12.69 | 4,045x | -16.5% | 91.0% | 155 | Yes |
| 3 | Feb '23 – Dec '23 | 12.80 | 1,117x | -11.3% | 90.4% | 157 | Yes |
| 4 | Dec '23 – Sep '24 | 11.32 | 1,874x | -19.3% | 84.7% | 170 | Yes |
| 5 | Sep '24 – Jul '25 | 12.24 | 1,495x | -19.0% | 90.7% | 162 | Yes |
| 6 | Jul '25 – May '26 | 12.59 | 184.0x | -5.8% | 93.3% | 149 | Yes |
Most recent 50 trades from the walk-forward backtest (Jan 2026 – May 2026).
| Entry | Exit | Entry Price | Exit Price | PnL | Regime | Bars | Exit Reason |
|---|---|---|---|---|---|---|---|
| 01 May 2026 15:00 | 02 May 2026 01:00 | $19.500 | $21.260 | +8.92% | SIDEWAYS | 11 | exit_fp |
| 29 Apr 2026 19:00 | 01 May 2026 02:00 | $18.030 | $20.050 | +11.09% | SIDEWAYS | 32 | exit_fp |
| 27 Apr 2026 08:00 | 29 Apr 2026 05:00 | $18.210 | $19.010 | +4.29% | SIDEWAYS | 46 | signal |
| 26 Apr 2026 01:00 | 26 Apr 2026 18:00 | $18.210 | $18.660 | +2.37% | SIDEWAYS | 18 | signal |
| 23 Apr 2026 06:00 | 24 Apr 2026 15:00 | $17.970 | $19.200 | +6.74% | SIDEWAYS | 34 | exit_fp |
| 21 Apr 2026 20:00 | 21 Apr 2026 22:00 | $18.390 | $18.370 | -0.21% | SIDEWAYS | 3 | signal |
| 19 Apr 2026 23:00 | 21 Apr 2026 03:00 | $17.930 | $18.287 | +1.85% | SIDEWAYS | 29 | trail |
| 18 Apr 2026 17:00 | 19 Apr 2026 00:00 | $18.640 | $18.830 | +0.92% | SIDEWAYS | 8 | signal |
| 17 Apr 2026 22:00 | 18 Apr 2026 01:00 | $20.340 | $20.900 | +2.62% | SIDEWAYS | 4 | signal |
| 16 Apr 2026 14:00 | 16 Apr 2026 23:00 | $18.020 | $23.440 | +29.91% | SIDEWAYS | 10 | exit_fp |
| 14 Apr 2026 19:00 | 16 Apr 2026 01:00 | $15.290 | $16.990 | +10.97% | SIDEWAYS | 31 | take_profit |
| 13 Apr 2026 01:00 | 14 Apr 2026 01:00 | $15.280 | $15.780 | +3.14% | BEAR | 25 | signal |
| 10 Apr 2026 12:00 | 10 Apr 2026 20:00 | $15.030 | $16.380 | +8.84% | BEAR | 9 | exit_fp |
| 08 Apr 2026 23:00 | 09 Apr 2026 23:00 | $14.750 | $14.960 | +1.24% | BEAR | 25 | trail |
| 06 Apr 2026 22:00 | 07 Apr 2026 23:00 | $14.650 | $15.450 | +5.32% | BEAR | 26 | exit_fp |
| 05 Apr 2026 09:00 | 06 Apr 2026 06:00 | $14.680 | $14.875 | +1.15% | BEAR | 22 | trail |
| 04 Apr 2026 01:00 | 04 Apr 2026 20:00 | $14.520 | $14.860 | +2.16% | BEAR | 20 | trail |
| 03 Apr 2026 04:00 | 03 Apr 2026 09:00 | $14.880 | $15.020 | +0.81% | BEAR | 6 | signal |
| 02 Apr 2026 13:00 | 02 Apr 2026 15:00 | $14.480 | $14.560 | +0.42% | BEAR | 3 | signal |
| 01 Apr 2026 05:00 | 01 Apr 2026 07:00 | $15.110 | $15.140 | +0.07% | BEAR | 3 | signal |
| 31 Mar 2026 01:00 | 31 Mar 2026 07:00 | $15.070 | $15.110 | +0.14% | BEAR | 7 | signal |
| 29 Mar 2026 15:00 | 30 Mar 2026 08:00 | $14.610 | $15.260 | +4.31% | BEAR | 18 | exit_fp |
| 24 Mar 2026 12:00 | 25 Mar 2026 11:00 | $15.530 | $16.200 | +4.18% | BEAR | 24 | signal |
| 22 Mar 2026 21:00 | 23 Mar 2026 20:00 | $15.280 | $15.769 | +3.01% | BEAR | 24 | trail |
| 19 Mar 2026 08:00 | 21 Mar 2026 01:00 | $15.890 | $16.420 | +3.20% | SIDEWAYS | 42 | signal |
| 16 Mar 2026 01:00 | 16 Mar 2026 08:00 | $16.350 | $16.820 | +2.74% | BEAR | 8 | signal |
| 11 Mar 2026 02:00 | 12 Mar 2026 22:00 | $15.290 | $16.320 | +6.60% | BEAR | 45 | signal |
| 09 Mar 2026 23:00 | 10 Mar 2026 13:00 | $15.130 | $15.421 | +1.74% | BEAR | 15 | trail |
| 07 Mar 2026 23:00 | 09 Mar 2026 10:00 | $14.610 | $15.043 | +2.82% | BEAR | 36 | trail |
| 03 Mar 2026 19:00 | 04 Mar 2026 20:00 | $14.480 | $15.120 | +4.28% | BEAR | 26 | signal |
| 01 Mar 2026 18:00 | 03 Mar 2026 06:00 | $13.930 | $14.297 | +2.49% | BEAR | 37 | trail |
| 28 Feb 2026 09:00 | 01 Mar 2026 02:00 | $13.340 | $14.600 | +9.34% | BEAR | 18 | exit_fp |
| 26 Feb 2026 14:00 | 27 Feb 2026 07:00 | $14.590 | $14.960 | +2.43% | BEAR | 18 | exit_fp |
| 25 Feb 2026 13:00 | 25 Feb 2026 21:00 | $14.680 | $15.500 | +5.48% | BEAR | 9 | signal |
| 24 Feb 2026 11:00 | 25 Feb 2026 00:00 | $13.850 | $14.021 | +1.05% | BEAR | 14 | trail |
| 22 Feb 2026 21:00 | 22 Feb 2026 23:00 | $14.570 | $14.710 | +0.83% | BEAR | 3 | signal |
| 19 Feb 2026 01:00 | 21 Feb 2026 08:00 | $15.070 | $15.540 | +3.02% | BEAR | 56 | exit_fp |
| 15 Feb 2026 19:00 | 17 Feb 2026 03:00 | $15.400 | $16.080 | +4.31% | BEAR | 33 | signal |
| 14 Feb 2026 10:00 | 14 Feb 2026 13:00 | $15.670 | $16.510 | +5.26% | BEAR | 4 | signal |
| 13 Feb 2026 01:00 | 13 Feb 2026 21:00 | $14.390 | $15.040 | +4.41% | BEAR | 21 | signal |
| 11 Feb 2026 09:00 | 12 Feb 2026 12:00 | $13.680 | $14.333 | +4.62% | BEAR | 28 | trail |
| 09 Feb 2026 08:00 | 09 Feb 2026 17:00 | $14.320 | $14.990 | +4.57% | BEAR | 10 | exit_fp |
| 08 Feb 2026 17:00 | 08 Feb 2026 19:00 | $14.630 | $14.880 | +1.61% | BEAR | 3 | signal |
| 07 Feb 2026 06:00 | 07 Feb 2026 16:00 | $14.600 | $14.920 | +2.09% | BEAR | 11 | signal |
| 06 Feb 2026 01:00 | 06 Feb 2026 17:00 | $13.970 | $15.320 | +9.55% | BEAR | 17 | exit_fp |
| 04 Feb 2026 16:00 | 04 Feb 2026 20:00 | $15.830 | $16.170 | +2.05% | BEAR | 5 | signal |
| 03 Feb 2026 15:00 | 03 Feb 2026 17:00 | $16.340 | $15.769 | -3.63% | BEAR | 3 | stop |
| 02 Feb 2026 01:00 | 03 Feb 2026 01:00 | $16.100 | $16.140 | +0.15% | BEAR | 25 | signal |
| 31 Jan 2026 15:00 | 01 Feb 2026 00:00 | $16.080 | $15.990 | -0.70% | BEAR | 10 | regime_exit |
| 30 Jan 2026 20:00 | 30 Jan 2026 23:00 | $17.770 | $17.950 | +0.91% | SIDEWAYS | 4 | signal |
These backtest results demonstrate what our model can do. Get real-time TRB 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 25,039+ backtested trades. No curve-fitting, no hype — just data-driven signals delivered to your Telegram.
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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.
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