|
1 | | -agent,model,domain,skillMethod,without,withSkills,cost |
2 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,EverOS,40.0,33.8,↓ 20.4% turns |
3 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,EverOS,10.8,9.2,↓ 8.4% turns |
4 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,Memento,40.0,60.0,↓ 13.1% turns |
5 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,Memento,10.8,7.7,↑ 53.4% turns |
6 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,ReasoningBank,40.0,49.2,↓ 12.9% turns |
7 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,Human Design,40.0,64.6,↓ 38.7% turns |
8 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,Human Design,10.8,13.8,↓ 30.6% turns |
9 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,EvoSkill,40.0,43.1,↓ 19.6% turns |
10 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,EvoSkill,10.8,7.7,— 0% turns |
11 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,OpenSpace,40.0,49.2,↑ 57.9% turns |
12 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,OpenSpace,10.8,27.7,↑ 54.0% turns |
13 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,EverOS,34.6,50.0,↓ 21.4% turns |
14 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,EverOS,42.3,50.0,↓ 1.5% turns |
15 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,Memento,34.6,37.5,↓ 0.2% turns |
16 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,Memento,42.3,45.8,↑ 11.7% turns |
17 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,ReasoningBank,34.6,26.9,↑ 21.3% turns |
18 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,Human Design,34.6,38.5,↑ 0.3% turns |
19 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,Human Design,42.3,42.3,↑ 1.6% turns |
20 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,EvoSkill,34.6,46.2,↑ 25.8% turns |
21 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,EvoSkill,42.3,38.5,↑ 94.9% turns |
22 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,OpenSpace,34.6,51.7,↑ 22.1% turns |
23 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,OpenSpace,42.3,37.9,↑ 60.8% turns |
24 | | -OpenClaw,Qwen3.5-397B,OmniMath,EverOS,48.0,50.0,↓ 18.0% chars |
25 | | -OpenClaw,Qwen3.5-27B,OmniMath,EverOS,44.0,39.0,↓ 31.8% chars |
26 | | -OpenClaw,Qwen3.5-397B,OmniMath,Memento,48.0,38.0,↑ 68.5% chars |
27 | | -OpenClaw,Qwen3.5-27B,OmniMath,Memento,44.0,32.0,↑ 21.1% chars |
28 | | -OpenClaw,Qwen3.5-397B,OmniMath,ReasoningBank,48.0,43.0,↓ 13.8% chars |
29 | | -OpenClaw,Qwen3.5-397B,OmniMath,Human Design,48.0,60.0,↑ 2.7% chars |
30 | | -OpenClaw,Qwen3.5-27B,OmniMath,Human Design,44.0,29.0,↓ 13.0% chars |
31 | | -OpenClaw,Qwen3.5-397B,OmniMath,EvoSkill,48.0,56.0,↓ 28.7% chars |
32 | | -OpenClaw,Qwen3.5-27B,OmniMath,EvoSkill,44.0,34.0,↓ 6.3% chars |
33 | | -OpenClaw,Qwen3.5-397B,OmniMath,OpenSpace,48.0,49.0,↑ 5.2% chars |
34 | | -OpenClaw,Qwen3.5-27B,OmniMath,OpenSpace,44.0,39.0,↓ 13.2% chars |
35 | | -OpenClaw,Qwen3.5-397B,GDPVal,EverOS,51.7,53.4,↑ 4.4% turns |
36 | | -OpenClaw,Qwen3.5-27B,GDPVal,EverOS,46.6,50.0,↑ 5.5% turns |
37 | | -OpenClaw,Qwen3.5-397B,GDPVal,Memento,51.7,62.1,↑ 7.5% turns |
38 | | -OpenClaw,Qwen3.5-27B,GDPVal,Memento,46.6,58.6,↓ 8.4% turns |
39 | | -OpenClaw,Qwen3.5-397B,GDPVal,ReasoningBank,51.7,43.1,↑ 4.7% turns |
40 | | -OpenClaw,Qwen3.5-397B,GDPVal,Human Design,51.7,56.9,↑ 5.1% turns |
41 | | -OpenClaw,Qwen3.5-27B,GDPVal,Human Design,46.6,48.3,↓ 13.6% turns |
42 | | -OpenClaw,Qwen3.5-397B,GDPVal,EvoSkill,51.7,67.2,↑ 64.9% turns |
43 | | -OpenClaw,Qwen3.5-27B,GDPVal,EvoSkill,46.6,51.7,↑ 23.8% turns |
44 | | -OpenClaw,Qwen3.5-397B,GDPVal,OpenSpace,51.7,67.2,↑ 51.5% turns |
45 | | -OpenClaw,Qwen3.5-27B,GDPVal,OpenSpace,46.6,56.9,↑ 43.8% turns |
46 | | -OpenClaw,Qwen3.5-397B,LiveCodeBench,EverOS,43.6,48.7,↓ 10.2% turns |
47 | | -OpenClaw,Qwen3.5-27B,LiveCodeBench,EverOS,25.6,48.7,↓ 16.5% turns |
48 | | -OpenClaw,Qwen3.5-397B,LiveCodeBench,Memento,43.6,60.5,↑ 21.4% turns |
49 | | -OpenClaw,Qwen3.5-27B,LiveCodeBench,Memento,25.6,52.6,↑ 19.8% turns |
50 | | -OpenClaw,Qwen3.5-397B,LiveCodeBench,ReasoningBank,43.6,59.0,↑ 35.0% turns |
51 | | -OpenClaw,Qwen3.5-397B,LiveCodeBench,Human Design,43.6,61.5,↑ 6.1% turns |
52 | | -OpenClaw,Qwen3.5-27B,LiveCodeBench,Human Design,25.6,51.3,↓ 29.4% turns |
53 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,ReasoningBank,10.8,15.4,↓ 7.1% turns |
54 | | -OpenClaw,Qwen3.5-27B,BrowseCompPlus,GEPA,10.8,10.8,↓ 1.3% turns |
55 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,ReasoningBank,42.3,57.7,↑ 8.4% turns |
56 | | -OpenClaw,Qwen3.5-27B,SWE-Bench,GEPA,42.3,32.0,↑ 9.2% turns |
57 | | -OpenClaw,Qwen3.5-27B,OmniMath,ReasoningBank,44.0,21.0,↓ 28.7% chars |
58 | | -OpenClaw,Qwen3.5-27B,OmniMath,GEPA,44.0,32.0,↓ 37.9% chars |
59 | | -OpenClaw,Qwen3.5-27B,GDPVal,ReasoningBank,46.6,53.4,↑ 11.5% turns |
60 | | -OpenClaw,Qwen3.5-27B,GDPVal,GEPA,46.6,43.1,↓ 9.7% turns |
61 | | -OpenClaw,Qwen3.5-27B,LiveCodeBench,ReasoningBank,25.6,53.8,↓ 2.7% turns |
62 | | -OpenClaw,Qwen3.5-27B,LiveCodeBench,GEPA,25.6,33.3,↓ 37.0% turns |
63 | | -OpenClaw,Qwen3.5-397B,BrowseCompPlus,GEPA,40.0,41.5,↓ 17.4% turns |
64 | | -OpenClaw,Qwen3.5-397B,SWE-Bench,GEPA,34.6,53.8,↓ 13.0% turns |
65 | | -OpenClaw,Qwen3.5-397B,OmniMath,GEPA,48.0,42.0,↓ 18.3% chars |
66 | | -OpenClaw,Qwen3.5-397B,GDPVal,GEPA,51.7,53.4,↑ 2.7% turns |
67 | | -OpenClaw,Qwen3.5-397B,LiveCodeBench,GEPA,43.6,51.3,↓ 33.1% turns |
68 | | -Nanobot,Qwen3.5-27B,BrowseCompPlus,EverOS,7.7,10.8,↑ 6.8% turns |
69 | | -Nanobot,Qwen3.5-27B,BrowseCompPlus,Memento,7.7,13.8,↑ 3.2% turns |
70 | | -Nanobot,Qwen3.5-27B,BrowseCompPlus,ReasoningBank,7.7,9.2,↑ 4.7% turns |
71 | | -Nanobot,Qwen3.5-27B,BrowseCompPlus,Human Design,7.7,15.4,↑ 20.1% turns |
72 | | -Nanobot,Qwen3.5-27B,BrowseCompPlus,GEPA,7.7,10.8,↓ 6.5% turns |
73 | | -Nanobot,Qwen3.5-27B,SWE-Bench,EverOS,19.2,23.1,↓ 2.9% turns |
74 | | -Nanobot,Qwen3.5-27B,SWE-Bench,Memento,19.2,25.0,↑ 0.2% turns |
75 | | -Nanobot,Qwen3.5-27B,SWE-Bench,ReasoningBank,19.2,19.2,↑ 7.8% turns |
76 | | -Nanobot,Qwen3.5-27B,SWE-Bench,Human Design,19.2,30.8,↑ 9.4% turns |
77 | | -Nanobot,Qwen3.5-27B,SWE-Bench,GEPA,19.2,23.1,↑ 8.5% turns |
78 | | -Nanobot,Qwen3.5-27B,OmniMath,EverOS,47.0,43.0,↑ 2.8% chars |
79 | | -Nanobot,Qwen3.5-27B,OmniMath,Memento,47.0,42.0,↑ 1843.1% chars |
80 | | -Nanobot,Qwen3.5-27B,OmniMath,ReasoningBank,47.0,42.0,↑ 42.4% chars |
81 | | -Nanobot,Qwen3.5-27B,OmniMath,GEPA,47.0,44.0,↓ 0.2% chars |
82 | | -Nanobot,Qwen3.5-27B,GDPVal,EverOS,48.3,60.3,↑ 10.9% turns |
83 | | -Nanobot,Qwen3.5-27B,GDPVal,Memento,48.3,51.7,↑ 15.1% turns |
84 | | -Nanobot,Qwen3.5-27B,GDPVal,ReasoningBank,48.3,43.1,↑ 20.5% turns |
85 | | -Nanobot,Qwen3.5-27B,GDPVal,Human Design,48.3,55.2,↑ 16.9% turns |
86 | | -Nanobot,Qwen3.5-27B,GDPVal,GEPA,48.3,48.3,↑ 23.2% turns |
87 | | -Nanobot,Qwen3.5-27B,LiveCodeBench,EverOS,20.5,15.4,↓ 1.4% turns |
88 | | -Nanobot,Qwen3.5-27B,LiveCodeBench,Memento,20.5,36.8,↑ 18.8% turns |
89 | | -Nanobot,Qwen3.5-27B,LiveCodeBench,ReasoningBank,20.5,33.3,↑ 15.9% turns |
90 | | -Nanobot,Qwen3.5-27B,LiveCodeBench,Human Design,20.5,43.6,↑ 16.7% turns |
91 | | -Nanobot,Qwen3.5-27B,LiveCodeBench,GEPA,20.5,33.3,↑ 24.1% turns |
92 | | -Nanobot,Qwen3.5-397B,BrowseCompPlus,EverOS,13.8,20.0,↑ 1.1% turns |
93 | | -Nanobot,Qwen3.5-397B,BrowseCompPlus,Memento,13.8,20.0,↓ 8.4% turns |
94 | | -Nanobot,Qwen3.5-397B,BrowseCompPlus,ReasoningBank,13.8,20.0,↑ 19.6% turns |
95 | | -Nanobot,Qwen3.5-397B,BrowseCompPlus,Human Design,13.8,21.5,↑ 18.3% turns |
96 | | -Nanobot,Qwen3.5-397B,BrowseCompPlus,GEPA,13.8,13.8,↑ 11.4% turns |
97 | | -Nanobot,Qwen3.5-397B,SWE-Bench,EverOS,26.9,30.8,↑ 0.2% turns |
98 | | -Nanobot,Qwen3.5-397B,SWE-Bench,Memento,26.9,16.7,↓ 2.0% turns |
99 | | -Nanobot,Qwen3.5-397B,SWE-Bench,ReasoningBank,26.9,26.9,↑ 1.9% turns |
100 | | -Nanobot,Qwen3.5-397B,SWE-Bench,Human Design,26.9,38.5,↑ 1.9% turns |
101 | | -Nanobot,Qwen3.5-397B,SWE-Bench,GEPA,26.9,26.9,↑ 1.9% turns |
102 | | -Nanobot,Qwen3.5-397B,OmniMath,EverOS,53.0,51.0,↓ 2.8% chars |
103 | | -Nanobot,Qwen3.5-397B,OmniMath,Memento,53.0,55.0,↑ 1484.9% chars |
104 | | -Nanobot,Qwen3.5-397B,OmniMath,ReasoningBank,53.0,49.0,↑ 30.0% chars |
105 | | -Nanobot,Qwen3.5-397B,OmniMath,GEPA,53.0,55.0,↑ 1.9% chars |
106 | | -Nanobot,Qwen3.5-397B,GDPVal,EverOS,55.2,63.8,↑ 1.2% turns |
107 | | -Nanobot,Qwen3.5-397B,GDPVal,Memento,55.2,58.6,↓ 2.6% turns |
108 | | -Nanobot,Qwen3.5-397B,GDPVal,ReasoningBank,55.2,51.7,↓ 0.4% turns |
109 | | -Nanobot,Qwen3.5-397B,GDPVal,Human Design,55.2,55.2,↓ 4.3% turns |
110 | | -Nanobot,Qwen3.5-397B,GDPVal,GEPA,55.2,46.6,↑ 14.7% turns |
111 | | -Nanobot,Qwen3.5-397B,LiveCodeBench,EverOS,43.6,25.6,↑ 4.1% turns |
112 | | -Nanobot,Qwen3.5-397B,LiveCodeBench,Memento,43.6,50.0,↓ 0.8% turns |
113 | | -Nanobot,Qwen3.5-397B,LiveCodeBench,ReasoningBank,43.6,53.8,↑ 9.8% turns |
114 | | -Nanobot,Qwen3.5-397B,LiveCodeBench,Human Design,43.6,38.5,↑ 20.4% turns |
115 | | -Nanobot,Qwen3.5-397B,LiveCodeBench,GEPA,43.6,48.7,↓ 22.9% turns |
| 1 | +agent,model,domain,skillMethod,without,withSkills,cost |
| 2 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,EverOS,10.8,15.4,↑ 76.5% turns |
| 3 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,EvoSkill,10.8,7.7,— 0% turns |
| 4 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,OpenSpace,10.8,27.7,↑ 54.0% turns |
| 5 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,Memento,10.8,16.9,↓ 19.2% turns |
| 6 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,ReasoningBank,10.8,12.3,↑ 17.8% turns |
| 7 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,GEPA,10.8,24.6,↓ 0.6% turns |
| 8 | +OpenClaw,Qwen3.5-27B,BrowseCompPlus,Human Design,10.8,13.8,↓ 30.6% turns |
| 9 | +OpenClaw,Qwen3.5-27B,GDPVal,EverOS,37.3,50.0,↑ 5.5% turns |
| 10 | +OpenClaw,Qwen3.5-27B,GDPVal,EvoSkill,37.3,51.7,↑ 23.8% turns |
| 11 | +OpenClaw,Qwen3.5-27B,GDPVal,OpenSpace,37.3,56.9,↑ 43.8% turns |
| 12 | +OpenClaw,Qwen3.5-27B,GDPVal,Memento,37.3,35.3,↑ 100.0% turns |
| 13 | +OpenClaw,Qwen3.5-27B,GDPVal,ReasoningBank,37.3,34.5,↑ 29.1% turns |
| 14 | +OpenClaw,Qwen3.5-27B,GDPVal,GEPA,37.3,41.2,↑ 41.9% turns |
| 15 | +OpenClaw,Qwen3.5-27B,GDPVal,Human Design,37.3,39.3,↓ 13.6% turns |
| 16 | +OpenClaw,Qwen3.5-27B,OmniMath,EverOS,44.0,39.0,↓ 31.8% chars |
| 17 | +OpenClaw,Qwen3.5-27B,OmniMath,EvoSkill,44.0,34.0,↓ 6.3% chars |
| 18 | +OpenClaw,Qwen3.5-27B,OmniMath,OpenSpace,44.0,39.0,↓ 13.2% chars |
| 19 | +OpenClaw,Qwen3.5-27B,OmniMath,Memento,44.0,32.0,↑ 21.1% chars |
| 20 | +OpenClaw,Qwen3.5-27B,OmniMath,ReasoningBank,44.0,21.0,↓ 28.7% chars |
| 21 | +OpenClaw,Qwen3.5-27B,OmniMath,GEPA,44.0,32.0,↓ 37.9% chars |
| 22 | +OpenClaw,Qwen3.5-27B,LiveCodeBench,EverOS,46.2,43.6,↑ 32.7% turns |
| 23 | +OpenClaw,Qwen3.5-27B,LiveCodeBench,Memento,46.2,33.3,↓ 6.1% turns |
| 24 | +OpenClaw,Qwen3.5-27B,LiveCodeBench,ReasoningBank,46.2,28.2,↓ 8.2% turns |
| 25 | +OpenClaw,Qwen3.5-27B,LiveCodeBench,GEPA,46.2,51.3,↑ 20.4% turns |
| 26 | +OpenClaw,Qwen3.5-27B,LiveCodeBench,Human Design,46.2,64.8,↓ 29.4% turns |
| 27 | +OpenClaw,Qwen3.5-27B,SWE-Bench,EverOS,38.5,46.2,↑ 0.5% turns |
| 28 | +OpenClaw,Qwen3.5-27B,SWE-Bench,EvoSkill,38.5,38.5,↑ 94.9% turns |
| 29 | +OpenClaw,Qwen3.5-27B,SWE-Bench,OpenSpace,38.5,37.9,↑ 60.8% turns |
| 30 | +OpenClaw,Qwen3.5-27B,SWE-Bench,Memento,38.5,30.8,↓ 41.7% turns |
| 31 | +OpenClaw,Qwen3.5-27B,SWE-Bench,ReasoningBank,38.5,50.0,↑ 5.1% turns |
| 32 | +OpenClaw,Qwen3.5-27B,SWE-Bench,GEPA,38.5,15.4,↓ 39.9% turns |
| 33 | +OpenClaw,Qwen3.5-27B,SWE-Bench,Human Design,38.5,38.5,↑ 1.6% turns |
| 34 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,EverOS,30.8,50.8,↓ 1.5% turns |
| 35 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,EvoSkill,30.8,43.1,↓ 19.6% turns |
| 36 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,OpenSpace,30.8,49.2,↑ 57.9% turns |
| 37 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,Memento,30.8,29.2,↓ 8.6% turns |
| 38 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,ReasoningBank,30.8,41.5,↓ 10.3% turns |
| 39 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,GEPA,30.8,26.2,↑ 14.1% turns |
| 40 | +OpenClaw,Qwen3.5-397B,BrowseCompPlus,Human Design,30.8,59.2,↓ 38.7% turns |
| 41 | +OpenClaw,Qwen3.5-397B,GDPVal,EverOS,45.1,53.4,↑ 4.4% turns |
| 42 | +OpenClaw,Qwen3.5-397B,GDPVal,EvoSkill,45.1,67.2,↑ 64.9% turns |
| 43 | +OpenClaw,Qwen3.5-397B,GDPVal,OpenSpace,45.1,67.2,↑ 51.5% turns |
| 44 | +OpenClaw,Qwen3.5-397B,GDPVal,Memento,45.1,43.1,↓ 8.1% turns |
| 45 | +OpenClaw,Qwen3.5-397B,GDPVal,ReasoningBank,45.1,43.1,↓ 5.9% turns |
| 46 | +OpenClaw,Qwen3.5-397B,GDPVal,GEPA,45.1,49.0,↑ 5.9% turns |
| 47 | +OpenClaw,Qwen3.5-397B,GDPVal,Human Design,45.1,51.0,↑ 5.1% turns |
| 48 | +OpenClaw,Qwen3.5-397B,OmniMath,EverOS,48.0,50.0,↓ 18.0% chars |
| 49 | +OpenClaw,Qwen3.5-397B,OmniMath,EvoSkill,48.0,56.0,↓ 28.7% chars |
| 50 | +OpenClaw,Qwen3.5-397B,OmniMath,OpenSpace,48.0,49.0,↑ 5.2% chars |
| 51 | +OpenClaw,Qwen3.5-397B,OmniMath,Memento,48.0,38.0,↑ 68.5% chars |
| 52 | +OpenClaw,Qwen3.5-397B,OmniMath,ReasoningBank,48.0,43.0,↓ 13.8% chars |
| 53 | +OpenClaw,Qwen3.5-397B,OmniMath,GEPA,48.0,42.0,↓ 18.3% chars |
| 54 | +OpenClaw,Qwen3.5-397B,LiveCodeBench,EverOS,46.2,38.5,↑ 42.0% turns |
| 55 | +OpenClaw,Qwen3.5-397B,LiveCodeBench,Memento,46.2,51.3,↑ 8.0% turns |
| 56 | +OpenClaw,Qwen3.5-397B,LiveCodeBench,ReasoningBank,46.2,38.5,↑ 2.0% turns |
| 57 | +OpenClaw,Qwen3.5-397B,LiveCodeBench,GEPA,46.2,64.1,↑ 90.0% turns |
| 58 | +OpenClaw,Qwen3.5-397B,LiveCodeBench,Human Design,46.2,63.3,↑ 6.1% turns |
| 59 | +OpenClaw,Qwen3.5-397B,SWE-Bench,EverOS,25.0,46.2,↑ 32.0% turns |
| 60 | +OpenClaw,Qwen3.5-397B,SWE-Bench,EvoSkill,25.0,46.2,↑ 25.8% turns |
| 61 | +OpenClaw,Qwen3.5-397B,SWE-Bench,OpenSpace,25.0,51.7,↑ 22.1% turns |
| 62 | +OpenClaw,Qwen3.5-397B,SWE-Bench,Memento,25.0,42.3,↑ 28.9% turns |
| 63 | +OpenClaw,Qwen3.5-397B,SWE-Bench,ReasoningBank,25.0,65.4,↑ 89.0% turns |
| 64 | +OpenClaw,Qwen3.5-397B,SWE-Bench,GEPA,25.0,50.0,↑ 59.8% turns |
| 65 | +OpenClaw,Qwen3.5-397B,SWE-Bench,Human Design,25.0,29.5,↑ 0.3% turns |
| 66 | +Nanobot,Qwen3.5-27B,BrowseCompPlus,EverOS,6.2,13.8,↓ 34.2% turns |
| 67 | +Nanobot,Qwen3.5-27B,BrowseCompPlus,Memento,6.2,3.1,↑ 18.9% turns |
| 68 | +Nanobot,Qwen3.5-27B,BrowseCompPlus,ReasoningBank,6.2,9.2,↑ 40.6% turns |
| 69 | +Nanobot,Qwen3.5-27B,BrowseCompPlus,GEPA,6.2,4.6,↓ 47.4% turns |
| 70 | +Nanobot,Qwen3.5-27B,BrowseCompPlus,Human Design,6.2,14.0,↑ 20.1% turns |
| 71 | +Nanobot,Qwen3.5-27B,GDPVal,EverOS,43.1,60.3,↑ 10.9% turns |
| 72 | +Nanobot,Qwen3.5-27B,GDPVal,Memento,43.1,39.2,↑ 66.5% turns |
| 73 | +Nanobot,Qwen3.5-27B,GDPVal,ReasoningBank,43.1,43.1,↑ 64.4% turns |
| 74 | +Nanobot,Qwen3.5-27B,GDPVal,GEPA,43.1,35.3,↑ 72.3% turns |
| 75 | +Nanobot,Qwen3.5-27B,GDPVal,Human Design,43.1,50.7,↑ 16.9% turns |
| 76 | +Nanobot,Qwen3.5-27B,OmniMath,EverOS,47.0,43.0,↑ 2.8% chars |
| 77 | +Nanobot,Qwen3.5-27B,OmniMath,Memento,47.0,42.0,↑ 1843.1% chars |
| 78 | +Nanobot,Qwen3.5-27B,OmniMath,ReasoningBank,47.0,42.0,↑ 42.4% chars |
| 79 | +Nanobot,Qwen3.5-27B,OmniMath,GEPA,47.0,44.0,↓ 0.2% chars |
| 80 | +Nanobot,Qwen3.5-27B,LiveCodeBench,EverOS,25.6,17.9,↑ 131.8% turns |
| 81 | +Nanobot,Qwen3.5-27B,LiveCodeBench,Memento,25.6,30.8,↑ 27.3% turns |
| 82 | +Nanobot,Qwen3.5-27B,LiveCodeBench,ReasoningBank,25.6,35.9,↑ 95.5% turns |
| 83 | +Nanobot,Qwen3.5-27B,LiveCodeBench,GEPA,25.6,35.9,↑ 68.2% turns |
| 84 | +Nanobot,Qwen3.5-27B,LiveCodeBench,Human Design,25.6,47.2,↑ 16.7% turns |
| 85 | +Nanobot,Qwen3.5-27B,SWE-Bench,EverOS,38.5,57.7,↓ 4.2% turns |
| 86 | +Nanobot,Qwen3.5-27B,SWE-Bench,Memento,38.5,50.0,↑ 24.9% turns |
| 87 | +Nanobot,Qwen3.5-27B,SWE-Bench,ReasoningBank,38.5,38.5,↓ 6.5% turns |
| 88 | +Nanobot,Qwen3.5-27B,SWE-Bench,GEPA,38.5,50.0,↑ 29.2% turns |
| 89 | +Nanobot,Qwen3.5-27B,SWE-Bench,Human Design,38.5,47.3,↑ 9.4% turns |
| 90 | +Nanobot,Qwen3.5-397B,BrowseCompPlus,EverOS,10.8,20.0,↓ 44.0% turns |
| 91 | +Nanobot,Qwen3.5-397B,BrowseCompPlus,Memento,10.8,26.2,↓ 33.6% turns |
| 92 | +Nanobot,Qwen3.5-397B,BrowseCompPlus,ReasoningBank,10.8,13.8,↓ 3.6% turns |
| 93 | +Nanobot,Qwen3.5-397B,BrowseCompPlus,GEPA,10.8,12.3,↓ 47.6% turns |
| 94 | +Nanobot,Qwen3.5-397B,BrowseCompPlus,Human Design,10.8,18.8,↑ 18.3% turns |
| 95 | +Nanobot,Qwen3.5-397B,GDPVal,EverOS,54.9,63.8,↑ 1.2% turns |
| 96 | +Nanobot,Qwen3.5-397B,GDPVal,Memento,54.9,62.7,↑ 14.5% turns |
| 97 | +Nanobot,Qwen3.5-397B,GDPVal,ReasoningBank,54.9,65.5,↑ 17.6% turns |
| 98 | +Nanobot,Qwen3.5-397B,GDPVal,GEPA,54.9,60.8,↑ 39.6% turns |
| 99 | +Nanobot,Qwen3.5-397B,GDPVal,Human Design,54.9,54.9,↓ 4.3% turns |
| 100 | +Nanobot,Qwen3.5-397B,OmniMath,EverOS,53.0,51.0,↓ 2.8% chars |
| 101 | +Nanobot,Qwen3.5-397B,OmniMath,Memento,53.0,55.0,↑ 1484.9% chars |
| 102 | +Nanobot,Qwen3.5-397B,OmniMath,ReasoningBank,53.0,49.0,↑ 30.0% chars |
| 103 | +Nanobot,Qwen3.5-397B,OmniMath,GEPA,53.0,55.0,↑ 1.9% chars |
| 104 | +Nanobot,Qwen3.5-397B,LiveCodeBench,EverOS,51.3,35.9,↑ 17.4% turns |
| 105 | +Nanobot,Qwen3.5-397B,LiveCodeBench,Memento,51.3,43.6,↓ 17.4% turns |
| 106 | +Nanobot,Qwen3.5-397B,LiveCodeBench,ReasoningBank,51.3,51.3,↑ 4.3% turns |
| 107 | +Nanobot,Qwen3.5-397B,LiveCodeBench,GEPA,51.3,61.5,↑ 65.2% turns |
| 108 | +Nanobot,Qwen3.5-397B,LiveCodeBench,Human Design,51.3,46.9,↑ 20.4% turns |
| 109 | +Nanobot,Qwen3.5-397B,SWE-Bench,EverOS,46.2,42.3,↓ 15.9% turns |
| 110 | +Nanobot,Qwen3.5-397B,SWE-Bench,Memento,46.2,50.0,↑ 16.2% turns |
| 111 | +Nanobot,Qwen3.5-397B,SWE-Bench,ReasoningBank,46.2,57.7,↑ 12.0% turns |
| 112 | +Nanobot,Qwen3.5-397B,SWE-Bench,GEPA,46.2,42.3,↑ 8.3% turns |
| 113 | +Nanobot,Qwen3.5-397B,SWE-Bench,Human Design,46.2,54.7,↑ 1.9% turns |
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