ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

Claude Sonnet 4vsKimi K2.7 Code

Kimi K2.7 Code leads 2 of 2 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 – 2
Kimi K2.7 Code leads
Cheaper per token
list price, input + output
Larger context
Kimi K2.7 Code
256K tokens
Provider uptime (30d)
100% · 100%
Anthropic · Moonshot AI
Claude Sonnet 4
Anthropic · released 2025-05-22
textvision
Context
200K
Max out
64K
Input /1M
$3
Output /1M
$15
Cached /1M
$0.3
Scores
4 · 4 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

BenchmarkClaude Sonnet 4Kimi K2.7 CodeΔEdge
Reported by both · 2
GPQA Diamond79.2% epoch87.9% epoch-8.7 ptKimi K2.7 Code
OTIS Mock AIME 2024-2025 (Epoch AI run)71.1% epoch95.6% epoch-24.5 ptKimi K2.7 Code
Only Claude Sonnet 4 reports · 2
SWE-bench Verified72.7% not reported
AIME 2024 (no extended thinking)33.1% not reported
Only Kimi K2.7 Code reports · 9
FrontierMath Tier 4 v2 (Epoch AI run)not reported12.2% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported54% 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%
SimpleQA Verifiednot reported36.5% 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 Claude Sonnet 4 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

SpecClaude Sonnet 4Kimi K2.7 CodeEdge
Context window200K tokens256K tokensKimi K2.7 Code
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 · visiontext · visionTie
Released2025-05-222026-06-12
Cited benchmark scores411
Reliability

Provider status

All providers
More matchups

Claude Sonnet 4 vs …

More matchups

Kimi K2.7 Code vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run Claude Sonnet 4 and Kimi K2.7 Code on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.