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Head-to-head comparison

Kimi K2.7 Code vs Kimi K3

Kimi K2.7 Code (Moonshot AI) and Kimi K3 (Moonshot AI) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 22 September 2026

As of 22 September 2026, Kimi K3 holds the stronger ModelCap Index position (#12 vs #48); Kimi K2.7 Code is 4.5× cheaper per output token ($3.30/1M vs $15.00/1M); and Kimi K3 offers the longer context window (1M vs 262K tokens).

Which should you choose?

Choose Kimi K2.7 Code if…

  • API cost matters — $3.30/1M output tokens against $15.00/1M, about 4.5× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.706/1M against $3.00/1M.

Choose Kimi K3 if…

  • you want the stronger overall ModelCap Index position — #12 against #48 (84.0 vs 67.1 points).
  • you need the longer context window — 1M tokens against 262K.
  • you want provider choice — 17 listed API providers against 14.
  • AA Intelligence Index is your yardstick — 43.6 against 25.8.
  • AA Humanity's Last Exam is your yardstick — 46.9% against 35.0%.
  • WildClawBench OpenClaw is your yardstick — 54.5 against 46.9.
  • you want the more recently listed model — Kimi K3 was listed 16 July 2026, Kimi K2.7 Code 12 June 2026.

Kimi K2.7 Code vs Kimi K3: specs, pricing and context

Specification comparison of Kimi K2.7 Code and Kimi K3
FieldKimi K2.7 CodeMoonshot AIKimi K3Moonshot AI
ModelCap Index position#48#12
Index score67.184.0
EvidenceMeasuredMeasured
Input price / 1M tokens$0.706$3.00
Output price / 1M tokens$3.30$15.00
Context window262K tokens1M tokens
Max output tokens236K944K
API providers listed1417
Weight accessRestricted licenseRestricted license
Input modalitiesText, ImageText, Image, Video
First listed12 June 202616 July 2026
PublisherMoonshot AIMoonshot AI

Evidence: 2 public benchmark observations across 2 boards · 6 public benchmark observations across 6 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Kimi K2.7 Code vs Kimi K3

Public benchmark boards where Kimi K2.7 Code or Kimi K3 has a published result
BoardKimi K2.7 CodeKimi K3Leads
Arena codingArena (LMArena)15381530–1547MaxOnly one result
LMArena AgentLMArena6.2%5.6%–6.8%MaxOnly one result
ARC-AGI-2ARC Prize Foundation60.4%MaxOnly one result
AA Intelligence IndexArtificial Analysis25.8intelligence-index:v4.3:reasoning-unspecified43.6intelligence-index:v4.3:maxKimi K3
AA τ²-Bench TelecomArtificial Analysis90.1%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Kimi K2.7 Code":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis35.0%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Kimi K2.7 Code":reasoning=true46.9%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Kimi K3 (max)":reasoning=trueKimi K3
WildClawBench OpenClawWildClawBench46.954.5Kimi K3

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Kimi K2.7 Code vs Kimi K3: common questions

Is Kimi K2.7 Code better than Kimi K3?

Kimi K3 ranks higher on the ModelCap Index as of 22 September 2026: #12 against #48. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is Kimi K2.7 Code cheaper than Kimi K3?

Kimi K2.7 Code is cheaper on output tokens: $3.30/1M against $15.00/1M. Input tokens are $0.706/1M for Kimi K2.7 Code and $3.00/1M for Kimi K3. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $3.06 for Kimi K2.7 Code versus $13.50 for Kimi K3. Kimi K2.7 Code costs 77.3% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.

Which has the bigger context window, Kimi K2.7 Code or Kimi K3?

Kimi K3 has the larger context window: 1M tokens against 262K.

Which is better for coding, Kimi K2.7 Code or Kimi K3?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Kimi K2.7 Code and Kimi K3 open-weight models?

Kimi K2.7 Code: Restricted license. Kimi K3: Restricted license. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Kimi K2.7 Code and Kimi K3?

ModelCap currently lists 14 API providers for Kimi K2.7 Code and 17 for Kimi K3, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Kimi K2.7 Code vs Kimi K3 comparison?

Every figure comes from the sealed ModelCap dataset published 22 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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