GPT-5.4 nano vs Ling 3.0 Flash
Change modelsGPT-5.4 nanoOpenAI
Ling 3.0 FlashInclusionAI
IndexAll categories, out of 100.
50.9 ±2.5
50.9 ±4.7
GapIndex points below the top.
Top
Top
CoverageIndex weight that has results.
100% best
85%
SpeedOutput tokens per second.
91/s best
73/s
EloLMArena rating and rank.
1372
—
ReleasedMonth of release.
2026-03
2026-07
Input / 1MUS dollars per 1M input tokens.
$0.20
$0.021 best
Output / 1MUS dollars per 1M output tokens.
$1.25
$0.063 best
Batch output / 1MBatch price per 1M output tokens.
$0.625
—
1K chats2K tokens in, 500 out, each.
$1.03
$0.074 best
1K documents20K tokens in, 1K out, each.
$5.25
$0.483 best
1K agent tasks200K tokens in, 20K out, each.
$65.00
$5.46 best
ContextMaximum tokens in one request.
400K best
262K
AgenticMulti-step tasks with tools.
50.5
53.5 best
CodingCode writing and repair.
53.7 best
50.0
ReasoningLogic problems and puzzles.
53.7 best
48.8
MultimodalTasks with images and text.
41.7
—
KnowledgeFacts and expert knowledge.
44.5
46.1 best
MultilingualTasks in many languages.
44.4
—
InstructionTasks with strict prompt rules.
61.3 best
58.6
MathMath problems.
55.9 best
54.5
Benchmarks
25 sharedOnly GPT-5.4 nano: 49Only Ling 3.0 Flash: 18
GPT-5.4 nano
Ling 3.0 Flash