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GPT-4ovsKimi K2.7 Code

Kimi K2.7 Code leads 4 of 4 shared benchmarks. Kimi K2.7 Code has the larger context window (256K tokens).

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

Shared benchmarks
0 – 4
Kimi K2.7 Code leads
Cheaper per token
list price, input + output
Larger context
Kimi K2.7 Code
256K tokens
Provider uptime (30d)
94.2446% · 100%
OpenAI · Moonshot AI
GPT-4o
OpenAI · released 2024-05-13
textvision
Context
128K
Max out
16K
Input /1M
$2.5
Output /1M
$10
Cached /1M
$1.25
Scores
9 · 8 core
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
Quality

Benchmark matrix

BenchmarkGPT-4oKimi K2.7 CodeΔEdge
Reported by both · 4
GPQA Diamond46% 87.9% epoch-41.9 ptKimi K2.7 Code
FrontierMath Tiers 1-3 v2 (Epoch AI run)0.4% epoch54% epoch-53.6 ptKimi K2.7 Code
OTIS Mock AIME 2024-2025 (Epoch AI run)6.4% epoch95.6% epoch-89.2 ptKimi K2.7 Code
SimpleQA Verified26% epoch36.5% epoch-10.5 ptKimi K2.7 Code
Only GPT-4o reports · 4
MMLU85.7% not reported
AIME 202511.7% matharenanot reported
AIME 202413.1% not reported
SWE-bench Verified (Epoch AI run)31% epochnot reported
Only Kimi K2.7 Code reports · 7
FrontierMath Tier 4 v2 (Epoch AI run)not reported12.2% epoch
Kimi Claw 24/7 Benchnot reported46.9%
Kimi Code Bench v2not reported62%
MCP-Atlasnot reported76%
MCPMark-Verifiednot reported81.1%
MLS-Bench-Litenot reported35.1%
ProgramBenchnot reported53.6%
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 GPT-4o minus Kimi K2.7 Code 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

SpecGPT-4oKimi K2.7 CodeEdge
Context window128K tokens256K tokensKimi K2.7 Code
Max output16K tokens
Input price / 1M$2.5
Output price / 1M$10
Cached input / 1M$1.25
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12.5
Modalitiestext · visiontext · visionTie
Released2024-05-132026-06-12
Cited benchmark scores911
Reliability

Provider status

All providers
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