Compare / head-to-head

DeepSeek V3.2vsMiniMax M1

DeepSeek V3.2 leads 5 of 5 shared benchmarks. MiniMax M1 has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
5 – 0
DeepSeek V3.2 leads
Cheaper per token
—
list price, input + output
Larger context
MiniMax M1
1M tokens
Providers
2 providers
DeepSeek · MiniMax
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
Context
131K
Max out
66K
Input /1M
—
Output /1M
—
Cached /1M
—
Scores
11 · 8 core
MiniMax M1
MiniMax · released 2025-06-16
text
Context
1M
Max out
—
Input /1M
—
Output /1M
—
Cached /1M
—
Scores
16 · 7 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3.2MiniMax M1ΔEdge
Reported by both · 5
SWE-bench Verified73.1% ↗56% ↗+17.1 ptDeepSeek V3.2
GPQA Diamond82.4% ↗70% ↗+12.4 ptDeepSeek V3.2
MMLU-Pro85% ↗81.1% ↗+3.9 ptDeepSeek V3.2
AIME 202593.1% ↗76.9% ↗+16.2 ptDeepSeek V3.2
LMArena Elo1424.8 ↗1363.9 ↗+60.9DeepSeek V3.2
Only DeepSeek V3.2 reports · 4
AIME 202694.2% ↗matharenanot reported——
Humanity's Last Exam (no tools)25.1% ↗not reported——
APEX-Agents (Mercor)21.3% ↗not reported——
LMArena WebDev (LMArena)1361.7 ↗not reported——
Only MiniMax M1 reports · 11
AIME 2024not reported86% ↗——
FullStackBenchnot reported68.3% ↗——
HLE (no tools)not reported8.4% ↗——
LiveCodeBench (24/8~25/5)not reported65% ↗——
LongBench-v2not reported61.5% ↗——
MATH-500not reported96.8% ↗——
OpenAI-MRCR (128k)not reported73.4% ↗——
SimpleQAnot reported18.5% ↗——
TAU-bench (airline)not reported62% ↗——
TAU-bench (retail)not reported63.5% ↗——
ZebraLogicnot reported86.8% ↗——
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is DeepSeek V3.2 minus MiniMax M1 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecDeepSeek V3.2MiniMax M1Edge
Context window131K tokens1M tokensMiniMax M1
Max output66K tokens——
Input price / 1M———
Output price / 1M———
Cached input / 1M———
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
———
ModalitiestexttextTie
Released2025-12-012025-06-16—
Cited benchmark scores1116—
Reliability

Provider status

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Public benchmarks are a starting point. Run DeepSeek V3.2 and MiniMax M1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.