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Compare / head-to-head

Kimi K2.7 CodevsMAI-Thinking-1

Kimi K2.7 Code leads 2 of 2 shared benchmarks. Both offer a 256K-token context window.

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

Shared benchmarks
2 – 0
Kimi K2.7 Code leads
Cheaper per token
list price, input + output
Larger context
Tie
both 256K tokens
Provider uptime (30d)
100% · —
Moonshot AI · Microsoft
Kimi K2.7 Code
Moonshot AI · released 2026-06-12
textvision
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
11 · 5 core
MAI-Thinking-1
Microsoft · released 2026-08-12
text
Context
256K
Max out
64K
Input /1M
Output /1M
Cached /1M
Scores
15 · 7 core
Quality

Benchmark matrix

BenchmarkKimi K2.7 CodeMAI-Thinking-1ΔEdge
Reported by both · 2
GPQA Diamond87.9% epoch84.2% +3.7 ptKimi K2.7 Code
SimpleQA Verified36.5% epoch31% +5.5 ptKimi K2.7 Code
Only Kimi K2.7 Code reports · 9
FrontierMath Tier 4 v2 (Epoch AI run)12.2% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)54% epochnot reported
Kimi Claw 24/7 Bench46.9% not reported
Kimi Code Bench v262% not reported
MCP-Atlas76% not reported
MCPMark-Verified81.1% not reported
MLS-Bench-Lite35.1% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epochnot reported
ProgramBench53.6% not reported
Only MAI-Thinking-1 reports · 13
SWE-bench Verifiednot reported73.5%
MMLU-Pronot reported85%
AIME 2025not reported97%
AIME 2026not reported94.5%
AdvancedIFnot reported85%
BFCL v3not reported72%
GraphWalks (<=128K)not reported90%
HMMT February 2026not reported84.9%
IFBenchnot reported69%
LiveCodeBench v6not reported87.7%
MultiChallengenot reported53%
SWE-bench Pronot reported52.8%
Terminal-Bench 2.0not reported46%
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 Kimi K2.7 Code minus MAI-Thinking-1 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

SpecKimi K2.7 CodeMAI-Thinking-1Edge
Context window256K tokens256K tokensTie
Max output64K tokens
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestext · visiontextKimi K2.7 Code
Released2026-06-122026-08-12
Cited benchmark scores1115
Reliability

Provider status

All providers
More matchups

Kimi K2.7 Code vs …

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