AI Models · Paid vs Paid

Grok 4.6 Paid vs KWKAT-Coder-Pro V2 Paid

Grok 4.6 vs KAT-Coder-Pro V2 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

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

Grok 4.6PaidxAI
$2 /M input
$6 /M outputManaged API (no infra to run)
TypeProprietary
Context window500K tokens
MultimodalYes
Self-hostNo
KWKAT-Coder-Pro V2PaidKwaipilot
$0.3 /M input
$1.2 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalNo
Self-hostNo
Choose KAT-Coder-Pro V2 for the lower output price ($1.2/M vs $6/M). Choose Grok 4.6 if you need the larger 500K context window.

Grok 4.6 vs KAT-Coder-Pro V2 specs

SpecGrok 4.6KAT-Coder-Pro V2Winner
MakerxAIKwaipilot
TypeProprietaryProprietary
Context window500K tokens262K tokensGrok 4.6
Input price$2/M$0.3/MKWKAT-Coder-Pro V2
Output price$6/M$1.2/MKWKAT-Coder-Pro V2
Vision / multimodalYesNoGrok 4.6
Tool / function callingYesYes= Tie
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

5.0×cheaper per output token

KAT-Coder-Pro V2 is ~5.0× cheaper than Grok 4.6 on output tokens ($1.2 vs $6 per M tokens).

Choose Grok 4.6 if…
  • You want frontier performance through a managed API
  • You need the longer 500K context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
KWChoose KAT-Coder-Pro V2 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

CapabilityGrok 4.6KAT-Coder-Pro V2
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Grok 4.6 vs KAT-Coder-Pro V2

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

KAT-Coder-Pro V2 delivers 2.8× more intelligence per dollar.
Grok 4.6
KAT-Coder-Pro V2
Intelligence index
44.4
21.7
Coding index
76.8
59.5
GPQA
94.9%
85.5%
Humanity's Last Exam
42.9%
16.1%
Long Context Reasoning
80.3%
73%
SciCode
56.5%
τ-Bench Banking
50.7%
4.5%
Terminal-Bench
88.4%
70%
IFBench
66.7%
τ²-Bench
89.5%
Terminal-Bench Hard
49.2%
Speed
71.4 tok/s
0 tok/s
Latency
38.01s
0s
Intelligence per $
14.8
41.3

Benchmark data by Artificial Analysis.

How Grok 4.6 and KAT-Coder-Pro V2 score

🏆 Best value & openness: Grok 4.6 (3.2 vs 2.9 / 5)
CriterionGrok 4.6KAT-Coder-Pro V2
Cost-efficiency4.04.5
Context window4.54.0
Openness1.51.5
Self-hosting1.01.0
Multimodality5.03.5

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

Grok 4.6 Paid

xAI · Proprietary

Grok 4.6 is SpaceXAI's smartest model with frontier performance on coding, knowledge work, and STEM.

KAT-Coder-Pro V2 Paid

Kwaipilot · Proprietary

KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...

Other models in these families

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

Other variants tracked
Grok 4.5Grok 4.20Grok 4.3Grok 4.3 (batch)Grok 4.20 Multi-AgentGrok Build 0.1

Frequently asked questions

Grok 4.6 vs KAT-Coder-Pro V2 — which is cheaper?

KAT-Coder-Pro V2 is cheaper on output ($1.2/M vs $6/M).

Which has the larger context window?

Grok 4.6 offers the larger context window (500K tokens).

Grok 4.6 vs KAT-Coder-Pro V2 — which should I pick in 2026?

Choose KAT-Coder-Pro V2 for the lower output price ($1.2/M vs $6/M). Choose Grok 4.6 if you need the larger 500K context window.

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