Compare / head-to-head

Claude Sonnet 4.5vsKimi K2

Claude Sonnet 4.5 leads 4 of 4 shared benchmarks. Claude Sonnet 4.5 has the larger context window (200K tokens).

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

Shared benchmarks
4 – 0
Claude Sonnet 4.5 leads
Cheaper per token
—
list price, input + output
Larger context
Claude Sonnet 4.5
200K tokens
Providers
2 providers
Anthropic · Moonshot AI
Claude Sonnet 4.5
Anthropic · released 2025-09-29
textvision
Context
200K
Max out
64K
Input /1M
$3 ↗
Output /1M
$15 ↗
Cached /1M
$0.3
Scores
43 · 12 core
Kimi K2
Moonshot AI · released 2025-07-11
text
Context
128K
Max out
—
Input /1M
—
Output /1M
—
Cached /1M
—
Scores
18 · 7 core
Quality

Benchmark matrix

BenchmarkClaude Sonnet 4.5Kimi K2ΔEdge
Reported by both · 4
AIME 202584.2% ↗matharena ⚠49.5% ↗+34.7 ptClaude Sonnet 4.5
GSO Opt@1 (GSO)12.7% ↗2% ↗+10.7 ptClaude Sonnet 4.5
SimpleBench (SimpleBench)54.3% ↗26.3% ↗+28 ptClaude Sonnet 4.5
WeirdML (Håvard Tveit Ihle)47.7% ↗39.4% ↗+8.3 ptClaude Sonnet 4.5
Only Claude Sonnet 4.5 reports · 32
SWE-bench Verified77.2% ↗not reported——
GPQA Diamond83.4% ↗not reported——
Humanity's Last Exam (no tools)17.7% ↗not reported——
LMArena Elo1456.6 ↗not reported——
ARC-AGI-2 (Verified)13.6% ↗not reported——
Chess Puzzles (Epoch AI run)12% ↗epoch runnot reported——
EBR-bench (Epoch AI run)2.4% ↗epoch runnot reported——
FrontierMath Tier 4 v2 (Epoch AI run)2.4% ↗epoch runnot reported——
FrontierMath Tiers 1-3 v2 (Epoch AI run)23.9% ↗epoch runnot reported——
GDPval-AA1276 ↗not reported——
Humanity's Last Exam (with tools)33.6% ↗not reported——
LMArena WebDev (LMArena)1393 ↗not reported——
MATH Level 5 (Epoch AI run)97.7% ↗epoch runnot reported——
MCP Atlas43.8% ↗not reported——
MMMLU89.5% ↗not reported——
MMMU-Pro (no tools)63.4% ↗not reported——
MMMU-Pro (with tools)68.9% ↗not reported——
Mystery Game Puzzles (Epoch AI run)17% ↗epoch runnot reported——
OSWorld-Verified61.4% ↗not reported——
OSWorld-Verified (XLANG)62.9% ↗not reported——
OTIS Mock AIME 2024-2025 (Epoch AI run)77.8% ↗epoch runnot reported——
SAGE (Vals AI)36.1% ↗not reported——
SimpleQA Verified30.7% ↗epoch runnot reported——
SWE-bench Verified (Epoch AI run)71.3% ↗epoch runnot reported——
tau2-bench Airline (Sierra)72% ↗not reported——
tau2-bench Banking Knowledge (Sierra)25.3% ↗not reported——
Tau2-bench Retail86.2% ↗not reported——
tau2-bench Retail (Sierra)72.4% ↗not reported——
Tau2-bench Telecom98% ↗not reported——
tau2-bench Telecom (Sierra)84.9% ↗not reported——
Terminal-Bench 2.051% ↗not reported——
Vending-Bench 2 (Andon Labs)3838.74 ↗not reported——
Only Kimi K2 reports · 14
MMLU-Pronot reported81.1% ↗——
Aider-Polyglotnot reported60% ↗——
GPQA-Diamondnot reported75.1% ↗——
Humanity's Last Exam (Text Only)not reported4.7% ↗——
IFEval (Prompt Strict)not reported89.8% ↗——
LiveCodeBench v6 (Aug 24 - May 25)not reported53.7% ↗——
MMLU-Reduxnot reported92.7% ↗——
SimpleQAnot reported31% ↗——
SWE-bench Multilingual (Agentic Coding, single attempt)not reported47.3% ↗——
SWE-bench Verified (Agentic Coding, single attempt)not reported65.8% ↗——
Tau2 airlinenot reported56.5% ↗——
Tau2 retailnot reported70.6% ↗——
Tau2 telecomnot reported65.8% ↗——
TerminalBench (Inhouse Framework)not reported30% ↗——
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 Claude Sonnet 4.5 minus Kimi K2 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

SpecClaude Sonnet 4.5Kimi K2Edge
Context window200K tokens128K tokensClaude Sonnet 4.5
Max output64K tokens——
Input price / 1M$3 ↗——
Output price / 1M$15 ↗——
Cached input / 1M$0.3 ↗——
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$18——
Modalitiestext · visiontextClaude Sonnet 4.5
Released2025-09-292025-07-11—
Cited benchmark scores4318—
Reliability

Provider status

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