Claude Opus 4.8 vs Ling 3.1 Flash
Change modelsClaude Opus 4.8Anthropic
Ling 3.1 FlashInclusionAI
IndexAll categories, out of 100.
67.7 ±2.0 best
67.2 ±7.2
GapIndex points below the top.
Top
−0.5 · no clear gap
CoverageIndex weight that has results.
100% best
70%
SpeedOutput tokens per second.
69/s
81/s best
EloLMArena rating and rank.
1454
—
ReleasedMonth of release.
2026-05
2026-09
Input / 1MUS dollars per 1M input tokens.
$5.00
$0.045 best
Output / 1MUS dollars per 1M output tokens.
$25.00
$0.135 best
Batch output / 1MBatch price per 1M output tokens.
$12.50
—
1K chats2K tokens in, 500 out, each.
$22.50
$0.158 best
1K documents20K tokens in, 1K out, each.
$125.00
$1.04 best
1K agent tasks200K tokens in, 20K out, each.
$1,500.00
$11.70 best
ContextMaximum tokens in one request.
1M
1M
AgenticMulti-step tasks with tools.
66.5
66.6 best
CodingCode writing and repair.
68.3 best
66.9
ReasoningLogic problems and puzzles.
68.0
68.0
MultimodalTasks with images and text.
66.5
—
KnowledgeFacts and expert knowledge.
66.4
70.4 best
MultilingualTasks in many languages.
60.3
—
InstructionTasks with strict prompt rules.
59.7
—
MathMath problems.
71.2
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Benchmarks
10 sharedOnly Claude Opus 4.8: 92Only Ling 3.1 Flash: 8
Claude Opus 4.8
Ling 3.1 Flash