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Compare / head-to-head

DeepSeek V3.2vsMiniMax M3

MiniMax M3 leads 2 of 2 shared benchmarks. MiniMax M3 has the larger context window (1M tokens).

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

Shared benchmarks
0 – 2
MiniMax M3 leads
Cheaper per token
list price, input + output
Larger context
MiniMax M3
1M tokens
Provider uptime (30d)
100% · 100%
DeepSeek · MiniMax
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
Context
131K
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
MiniMax M3
MiniMax · released 2026-06-01
textvision
Context
1M
Max out
Input /1M
$0.3
Output /1M
$1.2
Cached /1M
$0.06
Scores
3 · 3 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3.2MiniMax M3ΔEdge
Reported by both · 2
GPQA Diamond82.4% 90.9% epoch-8.5 ptMiniMax M3
LMArena Elo1424.8 1433.5 -8.7MiniMax M3
Only DeepSeek V3.2 reports · 5
SWE-bench Verified73.1% not reported
MMLU-Pro85% not reported
AIME 202593.1% not reported
AIME 202694.2% matharenanot reported
Humanity's Last Exam (no tools)25.1% not reported
Only MiniMax M3 reports · 1
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported71.1% epoch
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 M3 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 M3Edge
Context window131K tokens1M tokensMiniMax M3
Max output66K tokens
Input price / 1M$0.3
Output price / 1M$1.2
Cached input / 1M$0.06
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.5
Modalitiestexttext · visionMiniMax M3
Released2025-12-012026-06-01
Cited benchmark scores83
Reliability

Provider status

All providers
More matchups

MiniMax M3 vs …

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Public benchmarks are a starting point. Run DeepSeek V3.2 and MiniMax M3 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.