GPT-5.4 nano vs MiniMax M2.7
Change modelsGPT-5.4 nanoOpenAI
MiniMax M2.7MiniMax
IndexAll categories, out of 100.
50.9 ±2.5
51.2 ±4.5 best
GapIndex points below the top.
−0.3 · no clear gap
Top
CoverageIndex weight that has results.
100% best
85%
SpeedOutput tokens per second.
91/s best
35/s
EloLMArena rating and rank.
1372
1405 best
ReleasedMonth of release.
2026-03
2026-03
Input / 1MUS dollars per 1M input tokens.
$0.20 best
$0.21
Output / 1MUS dollars per 1M output tokens.
$1.25
$0.84 best
Batch output / 1MBatch price per 1M output tokens.
$0.625
—
1K chats2K tokens in, 500 out, each.
$1.03
$0.84 best
1K documents20K tokens in, 1K out, each.
$5.25
$5.04 best
1K agent tasks200K tokens in, 20K out, each.
$65.00
$58.80 best
ContextMaximum tokens in one request.
400K best
197K
AgenticMulti-step tasks with tools.
50.5
52.0 best
CodingCode writing and repair.
53.7 best
52.3
ReasoningLogic problems and puzzles.
53.7 best
49.5
MultimodalTasks with images and text.
41.7
—
KnowledgeFacts and expert knowledge.
44.5
50.2 best
MultilingualTasks in many languages.
44.4
—
InstructionTasks with strict prompt rules.
61.3 best
59.8
MathMath problems.
55.9 best
47.7
Benchmarks
34 sharedOnly GPT-5.4 nano: 40Only MiniMax M2.7: 19
GPT-5.4 nano
MiniMax M2.7