The Agentica SDK by Symbolica achieves an unverified competition score of 36.08% on ARC-AGI-3 [1], passing 113 out of 182 playable levels, and completes 7 out of the 25 available games [2].
Our implementation outperforms CoT baselines of 0.2% (Opus 4.6 Max) and 0.3% (GPT 5.4 High), while maintaining a far lower cost: Agentica's 36.08% for $1,005 vs. Opus 4.6's 0.25% for $8,900.
Check out the code on GitHub symbolica-ai/ARC-AGI-3-Agents
Gallery - Games Won
CN0497.6% WIN
LP8584.16% WIN
AR2583.28% WIN
FT0977.59% WIN
Score Breakdown - All Games
Beat human baselineGame wonGame ended
| Game | L1 | L2 | L3 | L4 | L5 | L6 | L7 | L8 | L9 | L10 | Score |
|---|---|---|---|---|---|---|---|---|---|---|---|
| CN04 | 20 | 19 | 22 | 21 | 35 | — | 97.60 | ||||
| LP85 | 17 | 11 | 18 | 18 | 23 | 153 | 19 | 13 | 84.16 | ||
| AR25 | 50 | 30 | 97 | 28 | 73 | 84 | 106 | 47 | 83.28 | ||
| FT09 | 3 | 7 | 14 | 21 | 21 | 56 | 77.59 | ||||
| CD82 | 60 | 36 | 57 | 14 | 16 | 20 | 70.15 | ||||
| TR87 | 42 | 32 | 39 | 29 | 43 | 3,962 | 69.21 | ||||
| TU93 | 17 | 18 | 23 | 45 | 81 | 62 | 14 | 91 | 48 | 67.87 | |
| KA59 | 37 | 56 | 37 | 52 | 27 | 113 | 59 | 65.33 | |||
| SB26 | 18 | 221 | 15 | 20 | 17 | 19 | 67 | 203 | 49.35 | ||
| M0R0 | 25 | 43 | 121 | 12 | 61 | — | 40.06 | ||||
| RE86 | 24 | 37 | 61 | 132 | 66 | 280 | 263 | — | 35.54 | ||
| SU15 | 16 | 232 | 17 | 105 | 136 | 90 | 27 | 150 | — | 35.17 | |
| S5I5 | 33 | 72 | 77 | 141 | 365 | — | — | — | 23.85 | ||
| WA30 | 39 | 58 | 86 | 80 | 132 | — | — | — | — | 22.22 | |
| SC25 | 78 | 9 | 30 | 42 | — | — | 18.42 | ||||
| VC33 | 11 | 15 | 29 | 143 | — | — | — | 17.14 | |||
| DC22 | 94 | 99 | 114 | 128 | — | — | 15.56 | ||||
| G50T | 69 | 180 | 467 | — | — | — | — | 8.70 | |||
| LS20 | 26 | 387 | 251 | 213 | 212 | 502 | — | 7.13 | |||
| LF52 | 23 | 137 | 246 | 174 | 928 | — | — | — | — | — | 5.36 |
| R11L | 4 | 432 | — | — | — | — | 4.76 | ||||
| TN36 | 57 | 69 | 528 | — | — | — | — | 1.31 | |||
| SK48 | 74 | 72 | 266 | — | — | — | — | — | 1.21 | ||
| SP80 | 28 | 120 | — | — | — | — | 0.73 | ||||
| BP35 | 48 | 10 | — | — | — | — | — | — | — | 0.22 | |
| Overall | 36.08 | ||||||||||
Chat with Agentica
We've sandboxed the SDK and let it run any persistent task, including solving ARC puzzles.
References
[1] ARC Prize Foundation. ARC-AGI-3: A New Challenge for Frontier Agentic Intelligence. Arc Prize Foundation.
[2] ARC Prize. ARC-AGI-3. ARC Prize.
Appendix
A note on scoring
Human baseline scores available via the ARC-AGI-3 API state that the game cn04 has 6 levels in total. This does not match the number of levels in the corresponding game available via the API.