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Compare / head-to-head

DeepSeek V3.2vsKimi K2.6

Kimi K2.6 leads 3 of 3 shared benchmarks. Kimi K2.6 has the larger context window (256K tokens).

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

Shared benchmarks
0 – 3
Kimi K2.6 leads
Cheaper per token
list price, input + output
Larger context
Kimi K2.6
256K tokens
Provider uptime (30d)
100% · 100%
DeepSeek · Moonshot AI
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
Context
131K
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
Kimi K2.6
Moonshot AI · released 2026-04-20
textvision
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
14 · 8 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3.2Kimi K2.6ΔEdge
Reported by both · 3
GPQA Diamond82.4% 90.8% epoch-8.4 ptKimi K2.6
AIME 202694.2% matharena95.8% matharena-1.6 ptKimi K2.6
LMArena Elo1424.8 1454.9 -30.1Kimi K2.6
Only DeepSeek V3.2 reports · 4
SWE-bench Verified73.1% not reported
MMLU-Pro85% not reported
AIME 202593.1% not reported
Humanity's Last Exam (no tools)25.1% not reported
Only Kimi K2.6 reports · 11
FrontierMath Tier 4 v2 (Epoch AI run)not reported25.6% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported57.2% epoch
Kimi Claw 24/7 Benchnot reported42.9%
Kimi Code Bench v2not reported50.9%
MCP-Atlasnot reported69.4%
MCPMark-Verifiednot reported72.8%
MLS-Bench-Litenot reported26.7%
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported96.1% epoch
ProgramBenchnot reported48.3%
SimpleQA Verifiednot reported34.9% epoch
SWE-bench Verified (Epoch AI run)not reported76.7% 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 Kimi K2.6 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 V3.2Kimi K2.6Edge
Context window131K tokens256K tokensKimi K2.6
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.
Modalitiestexttext · visionKimi K2.6
Released2025-12-012026-04-20
Cited benchmark scores814
Reliability

Provider status

All providers
More matchups

Kimi K2.6 vs …

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