Apodex 1.1 vs Qwen3.8-27B

Change models
Apodex 1.1Apodex
IndexAll categories, out of 100.
58.9 ±6.3
59.2 ±2.1 best
GapIndex points below the top.
−0.3 · no clear gap
Top
CoverageIndex weight that has results.
80%
100% best
SpeedOutput tokens per second.
—
113/s
EloLMArena rating and rank.
—
1436
ReleasedMonth of release.
2026-08
2026-08
Input / 1MUS dollars per 1M input tokens.
—
$0.15
Output / 1MUS dollars per 1M output tokens.
—
$1.88
1K chats2K tokens in, 500 out, each.
—
$1.24
1K documents20K tokens in, 1K out, each.
—
$4.88
1K agent tasks200K tokens in, 20K out, each.
—
$67.50
ContextMaximum tokens in one request.
—
1.05M
AgenticMulti-step tasks with tools.
63.5 best
57.4
CodingCode writing and repair.
56.8
60.3 best
ReasoningLogic problems and puzzles.
53.7
61.2 best
MultimodalTasks with images and text.
58.2
63.6 best
KnowledgeFacts and expert knowledge.
57.4 best
51.2
MultilingualTasks in many languages.
—
60.6
InstructionTasks with strict prompt rules.
—
68.5
MathMath problems.
—
56.3

Benchmarks

10 shared
Only Apodex 1.1: 8Only Qwen3.8-27B: 90
Apodex 1.1
Qwen3.8-27B
34.1% best65 / 222
33.9%67 / 222
79.3%52 / 217
82.0% best29 / 217
4.6%87 / 214
5.4% best81 / 214
86.4%65 / 199
90.5% best32 / 199
28.2% best84 / 164
17.3%143 / 164
34.4%51 / 133
45.9% best38 / 133
45.5%70 / 114
46.6% best67 / 114
79.2% best27 / 113
76.3%46 / 113
70.8%50 / 86
73.0% best47 / 86
56.1% best12 / 77
30.8%45 / 77