Ling 2.6 Flash vs QwQ-32B
Change modelsLing 2.6 FlashInclusionAI
QwQ-32BAlibaba
IndexAll categories, out of 100.
37.0 ±7.9 best
36.3 ±9.5
GapIndex points below the top.
Top
−0.7 · no clear gap
CoverageIndex weight that has results.
75% best
50%
SpeedOutput tokens per second.
104/s
—
EloLMArena rating and rank.
—
1329
ReleasedMonth of release.
2026-04
2025-03
Input / 1MUS dollars per 1M input tokens.
—
—
Output / 1MUS dollars per 1M output tokens.
—
—
1K chats2K tokens in, 500 out, each.
—
—
1K documents20K tokens in, 1K out, each.
—
—
1K agent tasks200K tokens in, 20K out, each.
—
—
ContextMaximum tokens in one request.
262K best
131K
AgenticMulti-step tasks with tools.
46.9
—
CodingCode writing and repair.
31.0
—
ReasoningLogic problems and puzzles.
32.8 best
25.6
MultimodalTasks with images and text.
—
—
KnowledgeFacts and expert knowledge.
30.8
38.4 best
MultilingualTasks in many languages.
—
33.0
InstructionTasks with strict prompt rules.
42.5 best
28.7
MathMath problems.
—
41.9
Benchmarks
5 sharedOnly Ling 2.6 Flash: 6Only QwQ-32B: 12
Ling 2.6 Flash
QwQ-32B