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Compare / head-to-head

Kimi K2.7 CodevsSonar

Kimi K2.7 Code and Sonar do not yet share a public benchmark, so quality cannot be compared apples-to-apples. 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
no overlap yet
Cheaper per token
list price, input + output
Larger context
Kimi K2.7 Code
256K tokens
Provider uptime (30d)
100% · 100%
Moonshot AI · Perplexity
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
Sonar
Perplexity · released 2025-01-21
text
Context
128K
Max out
Input /1M
$1
Output /1M
$1
Cached /1M
Scores
1 · 0 core
Quality

Benchmark matrix

BenchmarkKimi K2.7 CodeSonarΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Kimi K2.7 Code reports · 11
GPQA Diamond87.9% epochnot reported
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
SimpleQA Verified36.5% epochnot reported
Only Sonar reports · 1
SimpleQA F-scorenot reported77.3%
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 Sonar 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 CodeSonarEdge
Context window256K tokens128K tokensKimi K2.7 Code
Max output
Input price / 1M$1
Output price / 1M$1
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2
Modalitiestext · visiontextKimi K2.7 Code
Released2026-06-122025-01-21
Cited benchmark scores111
Reliability

Provider status

All providers
More matchups

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Which one wins on your data?

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