AI Model Capability Comparison
Computer use
Only models released within the past year are shown. Only benchmarks covering at least 3 of these models are shown. Unknown release dates are excluded; historical data is retained.
Coarena · mixed tasks
— means no published score for this candidate in this source, not zero.7/11 recent-year models have scores
| No. | Model | Agent engine | Reasoning effort | 95% interval | |
|---|---|---|---|---|---|
| 1 | Coarena | medium | 1043 | 985–1101 | |
| 2 | Coarena | medium | 1025 | 965–1085 | |
| 3 | Coarena | medium | 1018 | 966–1070 | |
| 4 | Coarena | medium | 1010 | 973–1047 | |
| 5 | Coarena | medium | 1001 | 968–1034 | |
| 6 | Coarena | medium | 989 | 928–1050 | |
| 7 | Coarena | medium | 976 | 936–1016 |
Coarena · mixed tasks
Source: Coarena ↗ · Fetched Oct 21, 2026, 06:00 UTC
Coarena · mixed tasks · Source date unknown
PandaNpc Updated Oct 21, 2026, 06:01 UTC
Source: Epoch AI, CC BY 4.0 · Vals.ai · Artificial Analysis (artificialanalysis.ai)
Column guide
- No.
- Display order only. Sorting changes this number; it is not a published capability rank.
- Model
- The evaluated model name and its provider icon. A dash in a score column means no published score is available here, not a zero.
- Agent engine
- Coarena
- Reasoning effort
- medium
- Score
- Blind human preference rating on mixed browser, desktop, coding and question-answering tasks in Coarena’s harness. This is a Bradley–Terry rating, not a percentage or verified task success. The interval is 95%; overlapping intervals do not establish a winner. These are overall results, not the desktop subset. Reasoning effort is shown only when published. Ranking uses the latest 20,000 eligible judged battles; PandaNpc shows its fetch time because this snapshot provides no computation timestamp. Evaluation methodology ↗
- 95% interval
- 95% interval