Qwen3.8-27B vs Beam 1.0 501B-A23B FP8

Change models
Beam 1.0 501B-A23B FP8Reflection AI
IndexAll categories, out of 100.
59.2 ±2.1
59.2 ±5.4
GapIndex points below the top.
Top
Top
CoverageIndex weight that has results.
100% best
85%
SpeedOutput tokens per second.
113/s
—
EloLMArena rating and rank.
1436
—
ReleasedMonth of release.
2026-08
2026-10
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
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1K agent tasks200K tokens in, 20K out, each.
$67.50
—
ContextMaximum tokens in one request.
1.05M best
1M
AgenticMulti-step tasks with tools.
57.4 best
55.4
CodingCode writing and repair.
60.3
61.4 best
ReasoningLogic problems and puzzles.
61.2
64.3 best
MultimodalTasks with images and text.
63.6
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KnowledgeFacts and expert knowledge.
51.2
60.3 best
MultilingualTasks in many languages.
60.6
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InstructionTasks with strict prompt rules.
68.5 best
64.4
MathMath problems.
56.3 best
55.8

Benchmarks

8 shared
Only Qwen3.8-27B: 92Only Beam 1.0 501B-A23B FP8: 10
Qwen3.8-27B
Beam 1.0 501B-A23B FP8
82.0% best29 / 217
79.4%51 / 217
5.4%81 / 214
17.4% best41 / 214
73.0%47 / 86
78.9% best39 / 86
89.2%37 / 84
90.3% best28 / 84
61.7%27 / 83
65.9% best13 / 83
DeepSWEAgentic
42.2%57 / 59
43.0% best55 / 59
79.5%15 / 57
80.7% best10 / 57
30.8%39 / 53
36.0% best30 / 53