AI Models · Open-Source vs Paid

Kimi K3 Open vs Claude Sonnet 5.5 Paid

Kimi K3 vs Claude Sonnet 5.5 compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Kimi K3OpenMoonshot AI
$0.72 /M input
$14 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window1M tokens
MultimodalYes
Self-hostYes
Claude Sonnet 5.5PaidAnthropic
$2 /M input
$10 /M outputManaged API (no infra to run)
TypeProprietary
Context window1M tokens
MultimodalYes
Self-hostNo
Choose Kimi K3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Claude Sonnet 5.5 if you want frontier capability through a managed API with zero infrastructure to run.

Kimi K3 vs Claude Sonnet 5.5 specs

SpecKimi K3Claude Sonnet 5.5Winner
MakerMoonshot AIAnthropic–
TypeOpen-weightProprietaryKimi K3
Context window1M tokens1M tokensKimi K3
Input price$0.72/M · free self-host$2/MKimi K3
Output price$14/M · free self-host$10/MClaude Sonnet 5.5
Vision / multimodalYesYes= Tie
Tool / function callingYesYes= Tie
Self-hostableYesNo (API only)Kimi K3
LicenseModified MITProprietaryKimi K3

Price gap & when to choose each

Choose Kimi K3 if…
  • You want to self-host or run on your cloud
  • You need the longer 1M context window
  • You prioritize data privacy & control
  • You are building open or reproducible AI
Choose Claude Sonnet 5.5 if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityKimi K3Claude Sonnet 5.5
Open weights (downloadable)✓✗
Self-hostable✓✗
Runs fully offline✓✗
Vision / multimodal✓✓
Tool / function calling✓✓
1M+ context window✓✓

Benchmarks: Kimi K3 vs Claude Sonnet 5.5

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Kimi K3
Claude Sonnet 5.5
Intelligence index
43.6
56
Coding index
76.2
–
GPQA
93.5%
–
Humanity's Last Exam
46.9%
55%
Long Context Reasoning
88.7%
82.7%
SciCode
59.5%
61%
τ-Bench Banking
46%
–
Terminal-Bench
85%
–
Speed
35 tok/s
140.5 tok/s
Latency
2.62s
263.18s
Intelligence per $
7.3
14

Benchmark data by Artificial Analysis.

How Kimi K3 and Claude Sonnet 5.5 score

🏆 Best value & openness: Kimi K3 (4.7 vs 3.2 / 5)
CriterionKimi K3Claude Sonnet 5.5
Cost-efficiency3.53.5
Context window5.05.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.05.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Kimi K3 Open

Moonshot AI · Open-weight

Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at...

Claude Sonnet 5.5 Paid

Anthropic · Proprietary

Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade. It is especially strong at building features, fixing bugs, and producing...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
Kimi K3 (batch)Kimi K2.6Kimi K2.7 CodeKimi K2.5Kimi K2 ThinkingKimi K2 0905Kimi K2 0711
Other variants tracked
Claude Sonnet 5.5 (batch)Claude Sonnet 5Claude Sonnet 5 (batch)Claude Sonnet 4.6Claude Sonnet 4.6 (batch)Claude Sonnet 4.5Claude Sonnet 4.5 (batch)Claude Sonnet 4

Frequently asked questions

Is Kimi K3 as good as Claude Sonnet 5.5?

Kimi K3 is open-weight and competitive on many tasks, but Claude Sonnet 5.5 may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Kimi K3 locally?

Yes. Kimi K3 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Claude Sonnet 5.5 is API-only and cannot be self-hosted.

Kimi K3 vs Claude Sonnet 5.5 — which should I pick in 2026?

Choose Kimi K3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Claude Sonnet 5.5 if you want frontier capability through a managed API with zero infrastructure to run.

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