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Compare / head-to-head

Claude Opus 4.7vsKimi K3

Kimi K3 leads 6 of 10 shared benchmarks. Kimi K3 is 1.7x cheaper per token. Both offer a 1M-token context window.

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

Shared benchmarks
4 – 6
Kimi K3 leads
Cheaper per token
Kimi K3
1.7x cheaper, input + output
Larger context
Tie
both 1M tokens
Provider uptime (30d)
100% · 100%
Anthropic · Moonshot AI
Claude Opus 4.7
Anthropic · released 2026-04-16
textvision
Context
1M
Max out
128K
Input /1M
$5
Output /1M
$25
Cached /1M
$0.5
Scores
18 · 14 core
Kimi K3
Moonshot AI · released 2026-07-16
textvision
Context
1M
Max out
1.0M
Input /1M
$3
Output /1M
$15
Cached /1M
$0.3
Scores
59 · 8 core
Quality

Benchmark matrix

BenchmarkClaude Opus 4.7Kimi K3ΔEdge
Reported by both · 10
GPQA Diamond94.2% 93.5% +0.7 ptClaude Opus 4.7
AIME 202695.8% matharena96.7% matharena-0.9 ptKimi K3
Humanity's Last Exam (no tools)46.9% 43.5% +3.4 ptClaude Opus 4.7
FrontierMath Tier 4 v2 (Epoch AI run)31.7% epoch39% epoch-7.3 ptKimi K3
FrontierMath Tiers 1-3 v2 (Epoch AI run)70.2% epoch72.2% epoch-2 ptKimi K3
Humanity's Last Exam (with tools)54.7% 56% -1.3 ptKimi K3
OSWorld-Verified82.8% 84.8% -2 ptKimi K3
OTIS Mock AIME 2024-2025 (Epoch AI run)97.8% epoch97.2% epoch+0.6 ptClaude Opus 4.7
SimpleQA Verified51.7% epoch50.6% epoch+1.1 ptClaude Opus 4.7
Terminal-Bench 2.166.1% 88.3% -22.2 ptKimi K3
Only Claude Opus 4.7 reports · 7
SWE-bench Verified87.6% not reported
LMArena Elo1483.4 not reported
BrowseComp79.8% not reported
SWE-bench Multilingual80.5% not reported
SWE-bench Multimodal34.5% not reported
SWE-Bench Pro64.3% not reported
SWE-bench Verified (Epoch AI run)83.5% epochnot reported
Only Kimi K3 reports · 47
AA-Briefcasenot reported1548
AA-LCRnot reported74.7%
Agents' Last Examnot reported28.3%
APEX-Agentsnot reported41%
AutomationBenchnot reported30.8%
BabyVision (with Python)not reported85.7%
BrowseComp (1M context, no compaction)not reported90.4%
BrowseComp (context compaction)not reported91.2%
CharXiv Reasoning (no tools)not reported84.8%
CharXiv Reasoning (with Python)not reported91.3%
CorpFin v2not reported71.6%
CritPtnot reported23.4%
DeepSearchQA (F1)not reported95%
DeepSWE v1.1not reported67.3%
DeepSWE v1.1 (Kimi Code)not reported67.5%
Finance Agent v2not reported54.4%
FrontierSWEnot reported81.2%
GDPval-AA v2not reported1686
Harvey Lab-AAnot reported94.6%
JobBenchnot reported54.3%
Kimi Code Bench 2.0not reported72.9%
Legal Research Benchnot reported44.2%
MathVision (no tools)not reported94.3%
MathVision (with Python)not reported97.8%
MCP-Atlasnot reported84.2%
MCPMark-Verifiednot reported94.5%
MLS-Bench-Litenot reported48.3%
MMMU-Pro (no tools)not reported81.6%
MMMU-Pro (with Python)not reported83.4%
MMVUnot reported82.1%
OfficeQA Pronot reported63.3%
OmniDocBenchnot reported91.1%
OSWorld 2.0not reported58.3%
PerceptionBenchnot reported58.5%
PostTrainBenchnot reported36.6%
ProgramBenchnot reported77.8%
ResearchRubricsnot reported76.2%
SaaS-Benchnot reported60.1%
SciCodenot reported58.7%
SpreadsheetBench 2not reported34.8%
SWE-Marathonnot reported42%
tau3-Bankingnot reported33.4%
Toolathlon-Verifiednot reported76.5%
Video-MME (with subtitles)not reported90%
WorldVQA ForceAnswernot reported51%
ZeroBench pass@5 (no tools)not reported23%
ZeroBench pass@5 (with Python)not reported41%
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 Opus 4.7 minus Kimi K3 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 Opus 4.7Kimi K3Edge
Context window1M tokens1M tokensTie
Max output128K tokens1.0M tokensKimi K3
Input price / 1M$5 $3 Kimi K3
Output price / 1M$25 $15 Kimi K3
Cached input / 1M$0.5 $0.3 Kimi K3
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$30$18Kimi K3
Modalitiestext · visiontext · visionTie
Released2026-04-162026-07-16
Cited benchmark scores1859
Reliability

Provider status

All providers
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